{"meta":{"query_hash":"79e9d51c439b","filters":{"topic":"Global Health and Surgery"},"cohort_total":1735,"direct_labels_cover":19,"predictions_cover":1735,"exported":1735,"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/79e9d51c439b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Global+Health+and+Surgery"},"results":[{"id":"W10043885","doi":"10.1503/cjs.005411","title":"Surgical residency training and international volunteerism: a national survey of residents from 2 surgical specialties","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":52,"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","funders":"","keywords":"Medicine; Residency training; Family medicine; Health care; Developing country; Work (physics); Global health; Medical education; Nursing; Public health; Continuing education","score_opus":0.13037631871823216,"score_gpt":0.3357963430116077,"score_spread":0.20542002429337555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10043885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870038,0.007035917,0.0000034015982,0.0012140292,0.0022587597,0.000051492072,0.00020580791,0.0000038769253,0.002222936],"genre_scores_gemma":[0.9972498,0.0005840968,0.00010732036,0.00017611997,0.0015552978,8.4000936e-7,0.00006776498,0.000014647467,0.0002441053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976272,0.00020457307,0.00095294055,0.00012081504,0.0005924032,0.00050207356],"domain_scores_gemma":[0.9954417,0.0017013154,0.00037148705,0.000088168876,0.0007955471,0.0016017824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027566843,0.00013580032,0.0006423009,0.00064187497,0.00007317161,0.000024859979,0.00009059737,0.00014065905,0.00081261864],"category_scores_gemma":[0.0025032195,0.0001248009,0.00017407833,0.00024003834,0.00016907472,0.00029443513,0.000013439487,0.00030601927,0.000005787658],"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":[0.00035234744,0.00003203034,0.9750313,0.000022201277,0.00008685261,0.0007967804,0.0003742762,6.9180606e-7,0.000004603609,0.00019306371,0.020114817,0.002991011],"study_design_scores_gemma":[0.0005380642,0.000025929463,0.97950464,0.0002866549,0.000021284866,0.0016189889,0.00020277286,0.0000067412457,0.000012891583,0.0002354075,0.017448904,0.00009768756],"about_ca_topic_score_codex":0.02940017,"about_ca_topic_score_gemma":0.008959914,"teacher_disagreement_score":0.020440256,"about_ca_system_score_codex":0.0002198557,"about_ca_system_score_gemma":0.0050867917,"threshold_uncertainty_score":0.9770631},"labels":[],"label_agreement":null},{"id":"W106986222","doi":"10.1007/s12630-014-0252-4","title":"Faculty experiences regarding a global partnership for anesthesia postgraduate training: a qualitative study","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"General partnership; Medical education; Training (meteorology); Qualitative research; Medicine; Psychology; Political science; Sociology; Geography","score_opus":0.06904952438191382,"score_gpt":0.3469256858288602,"score_spread":0.2778761614469464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106986222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98508286,0.00044648422,0.000055680448,0.012888677,0.00023871366,0.0006236268,0.000006507848,0.000021108066,0.0006363085],"genre_scores_gemma":[0.9970401,0.000006938764,0.00060624874,0.00090778817,0.0010599277,0.000032756332,0.000015959771,0.000056848505,0.00027341576],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.994357,0.00071064883,0.0015996459,0.00043679576,0.0009320842,0.001963864],"domain_scores_gemma":[0.9901236,0.00033830423,0.0010891473,0.00033007396,0.0016206295,0.006498207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0063576982,0.00054849574,0.0014731435,0.0006743665,0.00091138267,0.00029623005,0.0005702254,0.00025433616,0.00005588391],"category_scores_gemma":[0.0016122742,0.00045457366,0.00066179107,0.00076844625,0.00033634034,0.0004515975,0.0000058500223,0.00073800894,0.000009155612],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025494585,0.00030255035,0.0398871,0.00021196732,0.00048759364,0.5832959,0.3365097,0.000053149295,0.0000050774415,0.002156081,0.025741236,0.008800189],"study_design_scores_gemma":[0.0028229046,0.004242083,0.0075857313,0.00030994136,0.00024429418,0.7460014,0.21714059,0.00004756383,0.0000058477067,0.00077645056,0.020418638,0.00040454164],"about_ca_topic_score_codex":0.004646167,"about_ca_topic_score_gemma":0.0068554985,"teacher_disagreement_score":0.16270553,"about_ca_system_score_codex":0.0012908767,"about_ca_system_score_gemma":0.009037765,"threshold_uncertainty_score":0.9997906},"labels":[],"label_agreement":null},{"id":"W111045119","doi":"10.1177/0310057x1304100313","title":"Has the Middle-Level Anaesthesia Manpower Training Program of the West African College of Surgeons Fulfilled its Objectives?","year":2013,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Global Health and Surgery","field":"Medicine","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; Sierra leone; Audit; Rural area; Medical education; Family medicine; Socioeconomics; Management","score_opus":0.06332117666227548,"score_gpt":0.2732037816814072,"score_spread":0.2098826050191317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111045119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98272187,0.002452919,0.0000017782621,0.010443318,0.00013171163,0.0016979983,0.0000805489,0.000031091942,0.002438766],"genre_scores_gemma":[0.99543893,0.00022999212,0.000083780265,0.0038177054,0.000029114735,0.00011500374,0.000012479052,0.000026358553,0.00024663698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982058,0.00016066336,0.00049771654,0.0002940889,0.00033882572,0.00050290034],"domain_scores_gemma":[0.9955614,0.00014229048,0.00026560875,0.0004546355,0.00333706,0.00023899309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021188593,0.00025190675,0.00068435376,0.00011168814,0.00022766371,0.000014957247,0.00018296427,0.00014193548,0.00006244997],"category_scores_gemma":[0.0007806602,0.00013753783,0.00028325178,0.00050705596,0.00062939915,0.00007954927,0.00005389218,0.00026165348,0.000008608296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001848449,0.000757035,0.5382618,0.002339704,0.00085259246,0.00048790147,0.11020796,0.000005861589,0.0016461095,0.011641548,0.056134973,0.27581608],"study_design_scores_gemma":[0.0008981677,0.0012236645,0.776385,0.0006441093,0.00015648967,0.00021973715,0.20412709,0.00007209965,0.0006040812,0.00009254478,0.015370472,0.00020652167],"about_ca_topic_score_codex":0.00076479634,"about_ca_topic_score_gemma":0.00020563217,"teacher_disagreement_score":0.27560955,"about_ca_system_score_codex":0.000049994414,"about_ca_system_score_gemma":0.00042669466,"threshold_uncertainty_score":0.560863},"labels":[],"label_agreement":null},{"id":"W126165738","doi":"","title":"Western student ‘first among peers’ at Global Summit","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","keywords":"Summit; Political science; Geography; Physical geography","score_opus":0.06300134163984544,"score_gpt":0.33356577962037,"score_spread":0.27056443798052454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126165738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941042,0.0002080201,0.0002322602,0.000849952,0.0009626462,0.0006539054,0.00005041278,0.0003697638,0.002568853],"genre_scores_gemma":[0.9849055,0.00007616546,0.000023410428,0.0018910741,0.00039019596,0.0000030181627,0.00008562484,0.00006060211,0.012564445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955373,0.00034314694,0.00055346714,0.00090687117,0.0010961981,0.0015630468],"domain_scores_gemma":[0.9963653,0.0001679842,0.00030171438,0.0010378563,0.00027581898,0.0018513165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088107405,0.0006003115,0.00087446504,0.00035541094,0.0005197107,0.0001601671,0.00067001773,0.0004634219,0.00010789878],"category_scores_gemma":[0.00010192878,0.00063669274,0.00038474324,0.0007232677,0.00025871134,0.001060656,0.0006947432,0.0006799255,0.0016446245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047815248,0.00032675467,0.99760336,0.0002290531,0.00012060094,0.0004544783,0.00022467987,0.0000081561875,0.000025471812,0.000073130315,0.000024122919,0.0004320577],"study_design_scores_gemma":[0.0028578092,0.00032143385,0.9621187,0.00037445253,0.0002950262,0.00012639028,0.0002831515,3.5672394e-7,0.00012506594,0.000015106572,0.03293805,0.0005444981],"about_ca_topic_score_codex":0.00003919222,"about_ca_topic_score_gemma":0.010323876,"teacher_disagreement_score":0.03548468,"about_ca_system_score_codex":0.0015088734,"about_ca_system_score_gemma":0.00015987069,"threshold_uncertainty_score":0.99960846},"labels":[],"label_agreement":null},{"id":"W1410748333","doi":"","title":"La chirurgie au Canada et les événements de 2003","year":2003,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Global Health and Surgery","field":"Medicine","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; Medicine; Political science; Art","score_opus":0.015970939745479043,"score_gpt":0.25486983439395716,"score_spread":0.23889889464847813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1410748333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66873586,0.03273575,0.00010729139,0.008528154,0.026265161,0.0009319455,0.00023292085,0.000046656816,0.2624163],"genre_scores_gemma":[0.97397166,0.0021397932,0.00017679406,0.0069272583,0.0011631685,0.000076105265,0.000049809532,0.000032420056,0.0154629685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.993082,0.00058141164,0.00039055845,0.00028348865,0.00043404475,0.005228516],"domain_scores_gemma":[0.99638754,0.00018475899,0.00008565612,0.00023677948,0.00006567795,0.0030395787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018859907,0.0002503592,0.00034446563,0.00004444906,0.00014212077,0.000023296432,0.00009643629,0.00024009985,0.0007531341],"category_scores_gemma":[0.0022193706,0.000258628,0.00007432393,0.00032755864,0.00010481687,0.000072745206,0.00001782755,0.0005460234,0.000027746051],"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":true,"study_design_scores_codex":[0.00007359475,0.00026082553,0.701121,0.00050239085,0.00009234764,0.00089950534,0.00022833596,0.000038606922,0.0000020222628,0.025485497,0.20137176,0.06992414],"study_design_scores_gemma":[0.00070532796,0.00001182802,0.4584371,0.00010968542,0.000048567825,0.000104686405,0.00017103727,0.00001882097,0.00006875473,0.000029899424,0.540174,0.0001202815],"about_ca_topic_score_codex":0.71384966,"about_ca_topic_score_gemma":0.65654385,"teacher_disagreement_score":0.33880225,"about_ca_system_score_codex":0.004150144,"about_ca_system_score_gemma":0.022122115,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W1419296595","doi":"","title":"Research guides: Mississauga Academy of Medicine Resource Guide: Citation Tools","year":2014,"lang":"en","type":"libguides","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Citation; Resource (disambiguation); Medicine; Library science; Computer science","score_opus":0.19983115725048384,"score_gpt":0.46467181751721126,"score_spread":0.2648406602667274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1419296595","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":[0.0007971332,0.009825766,0.00011107891,0.11584941,0.0006616868,0.0014430867,0.00008776117,0.00018242345,0.87104166],"genre_scores_gemma":[0.009807857,0.0074095246,0.0041285097,0.052157134,0.010434023,0.0001475574,0.0027218575,0.0002604668,0.91293305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916999,0.0007733771,0.0024506003,0.0008273945,0.0029889473,0.001259818],"domain_scores_gemma":[0.9923307,0.0041087563,0.0005672301,0.0007728021,0.0012159697,0.0010046002],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011493485,0.00047679272,0.0019067283,0.0014982583,0.00017458145,0.000021789181,0.00049269677,0.0015391984,0.0024395252],"category_scores_gemma":[0.014233925,0.00034898578,0.00027719844,0.0012677748,0.00080971315,0.000091909504,0.00015874536,0.0019673926,0.0002018106],"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":[0.0002803265,0.00005350397,0.00022923462,0.0033090014,0.00007866153,0.000022592016,0.00009753702,0.0000010514492,0.00015891301,0.002761379,0.95636815,0.03663967],"study_design_scores_gemma":[0.0014019827,0.00062760204,0.002348138,0.004837415,0.00013928261,0.00006490571,0.00072990364,0.00003536487,0.00027119662,0.0012251418,0.9880695,0.0002496078],"about_ca_topic_score_codex":0.0011825261,"about_ca_topic_score_gemma":0.0000117210475,"teacher_disagreement_score":0.06369228,"about_ca_system_score_codex":0.0003088717,"about_ca_system_score_gemma":0.0009894719,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W1479855541","doi":"10.1080/17441692.2010.545360","title":"A comparison of five introductory textbooks in global health","year":2011,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Index (typography); Library science; Sociology; Media studies; Political science; Health care; Computer science; Law; World Wide Web","score_opus":0.0768912763238071,"score_gpt":0.3950514756763942,"score_spread":0.3181601993525871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479855541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8672612,0.010912634,0.0005421554,0.05115767,0.0018537869,0.0021384356,0.00046194953,0.00027856676,0.06539361],"genre_scores_gemma":[0.9831046,0.00015567245,0.0015882328,0.014822714,0.00016302815,0.000016658014,0.000073446296,0.000011754848,0.000063889725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99512756,0.00040769027,0.0015759682,0.0005471599,0.0006092028,0.0017324468],"domain_scores_gemma":[0.9966091,0.000037023237,0.0005353063,0.000593062,0.00023301454,0.001992508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023007619,0.00027279946,0.0013460378,0.00015439319,0.000115901574,0.000011102717,0.0002201131,0.00017262355,0.00015395669],"category_scores_gemma":[0.00043603414,0.00025724166,0.000145025,0.0010718841,0.0001815192,0.00013068154,0.000092166294,0.0003533,0.00007817074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034871965,0.0014751443,0.77018046,0.00084352953,0.000032985095,0.000019740035,0.0015661139,0.0000012540775,5.829321e-7,0.020013586,0.07664521,0.12887268],"study_design_scores_gemma":[0.0018342629,0.0013416145,0.94093764,0.00021215157,0.0000057548714,0.000093239825,0.0016573038,0.00012488615,0.000002291188,0.0011979631,0.05240862,0.00018424835],"about_ca_topic_score_codex":0.022935964,"about_ca_topic_score_gemma":0.0030185808,"teacher_disagreement_score":0.17075722,"about_ca_system_score_codex":0.0026536377,"about_ca_system_score_gemma":0.009070151,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W1482974988","doi":"10.71164/socialmedicine.v7i2.2013.569","title":"Global reach, local depth, and the future of health equity","year":2012,"lang":"en","type":"article","venue":"Social medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Equity (law); Health equity; Political science; Regional science; Physics; Sociology; Health care; Law","score_opus":0.03600188161309924,"score_gpt":0.391589543657401,"score_spread":0.35558766204430176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482974988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38991165,0.15001078,0.0017659627,0.37413195,0.005072561,0.0015128533,0.000038356593,0.00012426413,0.07743164],"genre_scores_gemma":[0.9857785,0.000696381,0.000041945284,0.010166774,0.0032461113,0.0000058318305,0.000014701087,0.000006117686,0.00004365018],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983683,0.00019084933,0.00040160058,0.00010848371,0.00041817946,0.0005125518],"domain_scores_gemma":[0.9991781,0.00010194767,0.00015545374,0.00012946468,0.00007325645,0.00036176157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023613987,0.00011050756,0.0006115092,0.000022670894,0.00017117578,0.0000013102657,0.0000533977,0.00010932181,0.0000412669],"category_scores_gemma":[0.00017334904,0.00006078762,0.00006389211,0.00024919602,0.00085786165,0.000032468244,0.000052174288,0.00016963507,0.0000037150628],"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":[0.0009959742,0.000111398425,0.121076874,0.0005200055,0.00004946773,0.0000056952485,0.00347594,2.6698677e-8,0.000003715258,0.0982313,0.06563339,0.7098962],"study_design_scores_gemma":[0.007436337,0.00040774042,0.90953034,0.0002073031,0.00013382874,0.00016435208,0.009684497,0.000009901433,0.0000030541044,0.0047764843,0.06754329,0.00010288954],"about_ca_topic_score_codex":0.0013056151,"about_ca_topic_score_gemma":0.00015708877,"teacher_disagreement_score":0.78845346,"about_ca_system_score_codex":0.00014947967,"about_ca_system_score_gemma":0.00024060816,"threshold_uncertainty_score":0.31608272},"labels":[],"label_agreement":null},{"id":"W1485059456","doi":"10.1016/b0-08-043076-7/03839-0","title":"Globalization and Health","year":2001,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Blueprint; Multidisciplinary approach; Globalization; Health care; Multiculturalism; Global health; Political science; Medicine; Economic growth; Sociology; Engineering; Social science; Economics","score_opus":0.028373743009263663,"score_gpt":0.3038549021979945,"score_spread":0.27548115918873084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485059456","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":[0.000029151868,0.009906998,0.0000065547765,0.0014166017,0.00031150642,0.00063717,0.000021573127,0.00007814244,0.9875923],"genre_scores_gemma":[0.0005801343,0.003560807,0.00012535608,0.011724403,0.00039060068,0.000007329414,0.00010715005,0.00004770364,0.9834565],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855345,0.00001377132,0.00043953152,0.00033154053,0.00028210407,0.00037962498],"domain_scores_gemma":[0.9988773,0.000016068934,0.00018751725,0.0002947741,0.00008585385,0.00053849677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003171775,0.00026286725,0.0006361638,0.00010883202,0.00009230513,0.00001317013,0.000038292175,0.00027133978,0.00017847553],"category_scores_gemma":[0.00001278884,0.00023895944,0.00010493517,0.000012655038,0.00006885911,0.0000142950785,0.000034599972,0.00026407864,0.0001029913],"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":[0.00003101853,0.0000057454577,0.00027394964,0.00043937203,0.000026082573,0.00006772766,0.000029989069,2.0926766e-8,1.8146159e-7,0.013080666,0.004658106,0.98138714],"study_design_scores_gemma":[0.0003718029,0.00014412566,0.0006560862,0.0009718235,0.000048971768,0.00028006674,0.0000031213765,0.0000033103113,3.3503798e-7,0.004972318,0.99238694,0.00016108321],"about_ca_topic_score_codex":0.0000048745633,"about_ca_topic_score_gemma":0.000032090134,"teacher_disagreement_score":0.98772883,"about_ca_system_score_codex":0.00019604329,"about_ca_system_score_gemma":0.0004683292,"threshold_uncertainty_score":0.9744483},"labels":[],"label_agreement":null},{"id":"W1492487799","doi":"10.25011/cim.v34i5.15667","title":"Institute of Social Justice and Medicine: Developing a think tank to promote policy formation","year":2011,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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 Toronto; University of Ottawa","funders":"","keywords":"Health care; Index (typography); Economic Justice; Business; Healthcare system; Global health; Political science; Public relations; Medicine; Computer science; Law","score_opus":0.28174624974718,"score_gpt":0.43091621852938494,"score_spread":0.14916996878220495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492487799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8497093,0.0004194547,0.0009077064,0.13864176,0.00063789065,0.0006277766,0.0000056557915,0.000044916047,0.00900556],"genre_scores_gemma":[0.95852673,0.0004539394,0.0054894807,0.03381027,0.0014494346,0.000012348503,0.000025503228,0.000012144302,0.00022013209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980026,0.000100368954,0.0010332896,0.00028256592,0.00027892087,0.00030229017],"domain_scores_gemma":[0.9984157,0.00012271006,0.00024740444,0.0001286847,0.00030823462,0.00077725004],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013775799,0.0001839551,0.00079383736,0.00018565169,0.00015532537,0.0000021148542,0.00006438574,0.00015308811,0.000032486143],"category_scores_gemma":[0.0074890344,0.00011905686,0.00003633619,0.00046690332,0.005404412,0.00018634979,0.00007279396,0.00029449465,0.000006334891],"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":[0.0014998519,0.00027348107,0.046218883,0.006442921,0.00022553564,0.00012148416,0.07039903,9.984478e-8,0.0022332014,0.68785286,0.057395462,0.12733719],"study_design_scores_gemma":[0.0059811645,0.0048198327,0.8070231,0.0038250985,0.00066287187,0.0001430743,0.0031278701,0.00013446703,0.0006362675,0.11274423,0.06056195,0.00034008975],"about_ca_topic_score_codex":0.0002970785,"about_ca_topic_score_gemma":0.000023878682,"teacher_disagreement_score":0.7608042,"about_ca_system_score_codex":0.000032960274,"about_ca_system_score_gemma":0.000345074,"threshold_uncertainty_score":0.9973023},"labels":[],"label_agreement":null},{"id":"W1495717313","doi":"","title":"Canada's flying doctor in Africa","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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":"Boom; Work (physics); Foundation (evidence); Morning; Operations research; Medicine; History; Archaeology; Engineering","score_opus":0.01921096934876358,"score_gpt":0.2280590985917724,"score_spread":0.20884812924300883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495717313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89126855,0.0008994279,0.0000013184895,0.0036708072,0.0005462963,0.00041348368,0.000019394869,0.0000569532,0.10312376],"genre_scores_gemma":[0.98132557,0.00040942561,0.000058181377,0.003096127,0.00024680622,0.000025339603,0.0000137471,0.00002436408,0.014800465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733794,0.0000801264,0.00033757865,0.0002733129,0.0003292847,0.0016417389],"domain_scores_gemma":[0.9987178,0.000050213246,0.000031739048,0.00025625798,0.000035309804,0.00090870244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027706756,0.00014922408,0.0002670245,0.00005946202,0.000060280818,0.000013800037,0.00009464963,0.000045503897,0.0010401908],"category_scores_gemma":[0.00020808367,0.00013247009,0.00004294529,0.00047348623,0.000022879432,0.000047606096,0.000014572216,0.00025290737,0.000117508054],"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":[0.00082005374,0.00030343342,0.36176735,0.00022504748,0.000034850367,0.004567443,0.001917535,0.000031351152,0.00009117464,0.00025132156,0.2162809,0.41370952],"study_design_scores_gemma":[0.00044525255,0.000012225029,0.41603345,0.000036605277,0.000006442473,0.000027286502,0.000013625819,0.00001916177,0.000038290007,0.0000037436148,0.58328557,0.00007832083],"about_ca_topic_score_codex":0.13187696,"about_ca_topic_score_gemma":0.06289391,"teacher_disagreement_score":0.4136312,"about_ca_system_score_codex":0.00039878258,"about_ca_system_score_gemma":0.0011650319,"threshold_uncertainty_score":0.999873},"labels":[],"label_agreement":null},{"id":"W1497211641","doi":"10.1007/s12630-012-9856-8","title":"Review article: Safety aspects of anesthesia in under-resourced locations","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Medicine; Checklist; Patient safety; Investment (military); Specialty; Health care; Economic shortage; Business; Work (physics); Medical emergency; Workforce; Family medicine; Economic growth; Political science; Psychology; Government (linguistics)","score_opus":0.035813339590491405,"score_gpt":0.2946404611816748,"score_spread":0.2588271215911834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497211641","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":[0.0027538755,0.98965466,0.000004120979,0.005601584,0.00025463896,0.0009005036,0.000010265726,0.000009442623,0.00081091956],"genre_scores_gemma":[0.008844669,0.989162,0.00015393614,0.0007150642,0.0007228464,0.0000114422,0.00003889783,0.00014627154,0.00020482879],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99163514,0.00079037074,0.0042406763,0.0003838223,0.0008754743,0.002074497],"domain_scores_gemma":[0.98774886,0.0003752725,0.0030675342,0.00071953755,0.0010967411,0.0069920295],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0047880346,0.00086107734,0.005054363,0.0023935062,0.0003043095,0.00007425012,0.0008135954,0.0007362928,0.00047728396],"category_scores_gemma":[0.00056218024,0.0007157028,0.00147701,0.0020346334,0.0003433303,0.00033274406,0.00001125784,0.002594342,0.000059362457],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010807992,0.00017647004,0.0005108741,0.034751687,0.000320023,0.71486604,0.0002630746,0.000021468655,1.9664351e-7,0.0010673673,0.0072118207,0.24070291],"study_design_scores_gemma":[0.00036006232,0.00026433257,0.0004936679,0.050667353,0.001227787,0.51344645,0.000073186755,8.803706e-7,2.0376493e-7,0.000054956312,0.4331237,0.00028739683],"about_ca_topic_score_codex":0.0073106536,"about_ca_topic_score_gemma":0.009179565,"teacher_disagreement_score":0.42591187,"about_ca_system_score_codex":0.003290724,"about_ca_system_score_gemma":0.03345355,"threshold_uncertainty_score":0.9997067},"labels":[],"label_agreement":null},{"id":"W149848788","doi":"10.4000/socio-logos.2550","title":"La santé : un enjeu de plus en plus central dans les politiques publiques de développement international?","year":2011,"lang":"fr","type":"article","venue":"Socio-logos","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; The Quebec Population Health Research Network","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03763846089416257,"score_gpt":0.3643059979418999,"score_spread":0.3266675370477373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149848788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8012368,0.014921846,0.0060214587,0.045524966,0.0046269605,0.0007996864,0.00027504758,0.0003418684,0.12625135],"genre_scores_gemma":[0.97301555,0.010934527,0.004590402,0.006150229,0.0019030552,0.00006334612,0.000102485414,0.000048478352,0.0031919286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571234,0.0009808127,0.0005941633,0.0004026527,0.00042998695,0.0018800684],"domain_scores_gemma":[0.99779654,0.0004761252,0.00017149266,0.00028614563,0.00027295537,0.0009967667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019897167,0.00034161826,0.0004696177,0.00014418177,0.00020781432,0.000053795426,0.0003659724,0.0005867472,0.0019586943],"category_scores_gemma":[0.0009910705,0.00034042643,0.00025130212,0.00013032553,0.00040021108,0.00020732413,0.00015225103,0.0006730807,0.000113933645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055641384,0.0005951888,0.5719221,0.0008262963,0.00050106336,0.0011985756,0.1525482,0.0000038030507,0.00022492539,0.16492093,0.039020088,0.06768239],"study_design_scores_gemma":[0.0024872979,0.00032181357,0.8085112,0.0009520604,0.00023474947,0.00040494755,0.042198263,0.00051470654,0.0025733474,0.029417962,0.11179816,0.000585467],"about_ca_topic_score_codex":0.008879642,"about_ca_topic_score_gemma":0.00030423646,"teacher_disagreement_score":0.2365891,"about_ca_system_score_codex":0.0061425045,"about_ca_system_score_gemma":0.003557864,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W1500008908","doi":"","title":"Global Health Training Programs: An Opportunity for a New Perspective","year":2013,"lang":"en","type":"article","venue":"Revista Digital Palabra (Universidad Pontificia Bolivariana)","topic":"Global Health and Surgery","field":"Medicine","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":"Excellence; Global health; Multidisciplinary approach; Infectious disease (medical specialty); Public health; Medical education; Public relations; Medicine; Political science; Disease; Nursing","score_opus":0.04991973800643489,"score_gpt":0.32772297269393724,"score_spread":0.27780323468750234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500008908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66594815,0.0037651537,0.025358073,0.07291237,0.0014789519,0.016695794,0.0025407535,0.001991043,0.20930971],"genre_scores_gemma":[0.9903933,0.00003114039,0.0023400497,0.0020711364,0.00045552154,0.000029333229,0.0009171184,0.000052557156,0.003709856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688995,0.00008451298,0.000508671,0.0007760961,0.00043787988,0.001302863],"domain_scores_gemma":[0.99523675,0.0000792919,0.00031166137,0.00063581864,0.0006316192,0.0031048504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004276094,0.00040219355,0.0009059512,0.00019975803,0.0003593144,0.0006914651,0.00025953102,0.0001906831,0.0002250584],"category_scores_gemma":[0.00042906436,0.00041617488,0.0003729712,0.00086655293,0.00013716161,0.0015715773,0.00006074655,0.00022058799,0.000110655594],"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":[0.00061982207,0.00088395714,0.005085572,0.0005619724,0.00027861874,0.00012655236,0.00327774,0.0000021218364,0.000017509488,0.33129728,0.089688525,0.5681603],"study_design_scores_gemma":[0.008107249,0.0054107653,0.06666699,0.0016676313,0.0003422991,0.00072469295,0.22006758,0.0018034785,0.000002525715,0.045646448,0.6474496,0.002110739],"about_ca_topic_score_codex":0.0026704373,"about_ca_topic_score_gemma":0.0001834544,"teacher_disagreement_score":0.5660496,"about_ca_system_score_codex":0.0010730624,"about_ca_system_score_gemma":0.004491273,"threshold_uncertainty_score":0.999829},"labels":[],"label_agreement":null},{"id":"W1507385022","doi":"10.5055/ajdm.2009.0038","title":"Resources and constraints for addressing ethical issues in medical humanitarian work: Experiences of expatriate healthcare professionals","year":2009,"lang":"en","type":"article","venue":"American Journal of Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Health care; Deliberation; Expatriate; Public relations; Humanitarian aid; Sociology; Nursing; Engineering ethics; Medicine; Political science","score_opus":0.040213702427676495,"score_gpt":0.4160562536551747,"score_spread":0.3758425512274982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507385022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90977484,0.0040074564,0.00010744906,0.08556148,0.00023339847,0.00021855498,0.000002057555,0.000005211119,0.00008953555],"genre_scores_gemma":[0.98723155,0.0002370791,0.0008892027,0.011093629,0.0005165571,0.000005367203,0.000002945128,0.000008078051,0.00001561154],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9971978,0.0002624874,0.0011641766,0.00017198967,0.00082709355,0.00037645127],"domain_scores_gemma":[0.99773586,0.0006297423,0.00063406135,0.00011602052,0.0002535669,0.00063077273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021340712,0.00015022409,0.0010701146,0.00026450804,0.000058465597,0.000005083538,0.00011586332,0.00013149911,0.00012244443],"category_scores_gemma":[0.0016131424,0.00009558771,0.00007888005,0.0003034812,0.0014022035,0.00006053716,0.00001712398,0.0006168359,2.3256376e-7],"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":[0.006788257,0.000492359,0.046044547,0.0005585001,0.00007281851,0.0004958529,0.34871933,3.8668136e-7,0.00019782076,0.0005474024,0.0041163904,0.59196633],"study_design_scores_gemma":[0.008794702,0.014688836,0.11339277,0.024286758,0.000115813746,0.0010950941,0.8340943,0.00003030207,0.0000779365,0.0013711222,0.0017731353,0.00027923798],"about_ca_topic_score_codex":0.00005112651,"about_ca_topic_score_gemma":0.000011166147,"teacher_disagreement_score":0.5916871,"about_ca_system_score_codex":0.000032353953,"about_ca_system_score_gemma":0.00032559957,"threshold_uncertainty_score":0.5166477},"labels":[],"label_agreement":null},{"id":"W1507427187","doi":"","title":"International surgery: definition, principles and Canadian practice.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Declaration; Declaration of Helsinki; Equity (law); Law; Political science; Alternative medicine; Informed consent","score_opus":0.06334550912727183,"score_gpt":0.2670389098539189,"score_spread":0.2036934007266471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507427187","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":[0.23119971,0.00069646095,0.000009614736,0.027159503,0.0011390868,0.00048567352,0.000023262694,0.000042393753,0.7392443],"genre_scores_gemma":[0.9916169,0.00035945236,0.0003397737,0.0068482473,0.000076713266,0.0001836044,0.000028513783,0.0000064617707,0.00054031226],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922746,0.00003800177,0.00014813904,0.00011530605,0.00013052902,0.00034057657],"domain_scores_gemma":[0.99893475,0.00021557936,0.00003852828,0.00008071864,0.000103125916,0.0006273289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069940736,0.00005389255,0.00010739383,0.0001261719,0.00005300826,0.000017955883,0.000016323256,0.000044612098,0.00007324629],"category_scores_gemma":[0.0037560596,0.00005041822,0.000025520807,0.00008904417,0.000023167247,0.000084335246,0.0000043181553,0.000072391216,0.00001798574],"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":[0.000111004454,0.00009276099,0.8041394,0.00006232052,0.00007107562,0.00029856205,0.000055508957,2.7853486e-7,6.995494e-7,0.05033745,0.04581005,0.099020936],"study_design_scores_gemma":[0.00010719612,0.0000018320673,0.4210112,0.0000042106494,0.000008116603,0.00019328253,0.000028575096,0.000001088921,0.0000058847345,0.00012640802,0.57848215,0.00003004676],"about_ca_topic_score_codex":0.006277192,"about_ca_topic_score_gemma":0.0039462643,"teacher_disagreement_score":0.7604172,"about_ca_system_score_codex":0.0001161762,"about_ca_system_score_gemma":0.00033242954,"threshold_uncertainty_score":0.9489278},"labels":[],"label_agreement":null},{"id":"W1510355156","doi":"10.1007/bf03403776","title":"Driving the Global Public Health Research Agenda Forward by Promoting the Participation of Students and New Researchers","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network; Université de Montréal; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Health Canada; Université de Montréal; International Development Research Centre","keywords":"Global health; Redress; Documentation; Public relations; Context (archaeology); Political science; Public health; Medicine; Geography; Nursing","score_opus":0.48617973036854323,"score_gpt":0.49880662495697714,"score_spread":0.012626894588433912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510355156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63908744,0.0047568292,0.00017955074,0.3551172,0.00014373171,0.0004951165,0.000015443682,0.000004290138,0.00020039303],"genre_scores_gemma":[0.99073327,0.001023138,0.00009800082,0.007733135,0.0002119538,0.000005847583,0.0000076349415,0.000013996146,0.00017303342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99232036,0.0026832507,0.0011316397,0.00019635048,0.0015417165,0.0021266975],"domain_scores_gemma":[0.9871669,0.0005572904,0.0005509026,0.00032351055,0.0009209449,0.010480494],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03880044,0.00012204213,0.0004428346,0.00033637308,0.0012010633,0.00013234615,0.00042331888,0.00008016735,0.00004455895],"category_scores_gemma":[0.012072124,0.00007600548,0.00008716916,0.0013160923,0.0004767208,0.00025349323,0.000048307065,0.0009704355,0.0000031190614],"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":[0.000014753213,0.000067608235,0.6834284,0.00014777877,0.00005423591,0.000040763676,0.008080106,5.06138e-7,0.0000015680258,0.00049070676,0.18823838,0.11943518],"study_design_scores_gemma":[0.0009912112,0.0011521729,0.70839673,0.00024535903,0.000005374057,0.0005686527,0.0063094483,0.000108062144,0.000001860835,0.00017910259,0.28196824,0.000073786214],"about_ca_topic_score_codex":0.05858389,"about_ca_topic_score_gemma":0.04747435,"teacher_disagreement_score":0.35164583,"about_ca_system_score_codex":0.0021439593,"about_ca_system_score_gemma":0.059602194,"threshold_uncertainty_score":0.9962496},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W1514987805","doi":"","title":"Bringing a global vision to medical school","year":2002,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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 Biotech (Canada)","funders":"","keywords":"Enthusiasm; Global health; Medical school; Medical education; Columbia university; Medicine; Media studies; Sociology; Psychology; Public health; Nursing","score_opus":0.01718821216720281,"score_gpt":0.26817297542941076,"score_spread":0.250984763262208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514987805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8936656,0.00084142806,0.00031697206,0.044591434,0.0017314226,0.0010146986,0.000015311953,0.0003107376,0.057512358],"genre_scores_gemma":[0.95776474,0.00019677299,0.0006017831,0.037897557,0.0008229392,0.000031802057,0.000005492473,0.000031115756,0.002647822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625415,0.000087144086,0.00041532758,0.0004633061,0.0009158521,0.0018642321],"domain_scores_gemma":[0.98985976,0.00004120042,0.000037924525,0.00038747274,0.00009398375,0.0095796725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005700729,0.00020153155,0.00032976863,0.000097899596,0.00008722886,0.000040684386,0.0001956712,0.00009369594,0.0028597333],"category_scores_gemma":[0.00574958,0.00017666913,0.000092955575,0.0009580175,0.000026403388,0.00007115741,0.00013181486,0.00028278324,0.0036420613],"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":[0.00037675907,0.00038988914,0.17871572,0.00013069667,0.000034180524,0.002125943,0.0005538457,0.000012136751,0.00007890364,0.00026994085,0.53261656,0.28469545],"study_design_scores_gemma":[0.0007121886,0.00012151765,0.46252304,0.00022124742,0.000016179029,0.00021743833,0.00001368165,0.00018047915,0.000048730133,0.00000581025,0.53578305,0.00015666216],"about_ca_topic_score_codex":0.00006181724,"about_ca_topic_score_gemma":0.000013136815,"teacher_disagreement_score":0.2845388,"about_ca_system_score_codex":0.00036072845,"about_ca_system_score_gemma":0.0002622814,"threshold_uncertainty_score":0.99805176},"labels":[],"label_agreement":null},{"id":"W1528282910","doi":"10.1002/bult.2014.1720400509","title":"Some points about ASIS&amp;T global initiatives","year":2014,"lang":"en","type":"article","venue":"Bulletin of the Association for Information Science and Technology","topic":"Global Health and Surgery","field":"Medicine","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":"Outreach; Diligence; Political science; Norm (philosophy); Public relations; Due diligence; Perspective (graphical); Library science; Index (typography); Computer science; Psychology; Law; World Wide Web","score_opus":0.010183289770146028,"score_gpt":0.2847911241062648,"score_spread":0.27460783433611874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528282910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.787603,0.00015850132,0.00043563815,0.15256329,0.0008748451,0.0010837187,0.00008421242,0.00017738751,0.05701941],"genre_scores_gemma":[0.9950226,0.00004853749,0.0007655127,0.0039740102,0.00002615159,0.000018517618,0.000005640306,0.0000013800234,0.00013763482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898064,0.000015713867,0.00029881662,0.00007860542,0.00039223835,0.00023398212],"domain_scores_gemma":[0.99847347,0.00010445579,0.0003884703,0.00015330267,0.00082777475,0.000052509644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018273258,0.000055907105,0.00014872913,0.00016710385,0.00022680276,0.000019919991,0.00014260535,0.00011811751,0.0000064243136],"category_scores_gemma":[0.008304866,0.00004018636,0.00003593693,0.0006208524,0.00023575113,0.0002294058,0.000068168774,0.00006982995,0.000043478332],"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":[0.000074406234,0.000050863924,0.25558347,0.00014820584,0.000022203547,3.2406398e-8,0.0002161745,0.0000019961838,0.00011585348,0.6693991,0.03823948,0.036148224],"study_design_scores_gemma":[0.00072975596,0.0000854955,0.2097486,0.000039316903,0.000014335484,0.0000068759778,0.0001469134,0.00006705554,0.00075027737,0.010187536,0.77816737,0.00005645992],"about_ca_topic_score_codex":0.000013085908,"about_ca_topic_score_gemma":0.0000016408183,"teacher_disagreement_score":0.7399279,"about_ca_system_score_codex":0.00017900212,"about_ca_system_score_gemma":0.0001741828,"threshold_uncertainty_score":0.99423003},"labels":[],"label_agreement":null},{"id":"W1530221974","doi":"","title":"The OSCE as a tool for the evaluation of a Pre-Departure Training program: A pilot study","year":2013,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Medical education; Training (meteorology); Medicine; Objective structured clinical examination; Geography","score_opus":0.13210765417570705,"score_gpt":0.444561703316167,"score_spread":0.31245404914045993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530221974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8906518,0.0023916615,0.00045960495,0.099279724,0.000927859,0.005663235,0.0000062251506,0.000030847055,0.00058902655],"genre_scores_gemma":[0.99590427,0.00018544498,0.0002761784,0.0018835071,0.0010675895,0.0004264572,0.000013553742,0.00001666325,0.00022632047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99334157,0.00040420372,0.0012470174,0.00019179296,0.0042709005,0.00054454856],"domain_scores_gemma":[0.9951743,0.0016176237,0.00053035415,0.0003037008,0.0017440977,0.000629919],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014222232,0.00019332903,0.00064538134,0.00008014411,0.0003426814,0.000017842043,0.000343659,0.00009812366,0.0006743824],"category_scores_gemma":[0.022313759,0.000078938814,0.00015524644,0.00026964638,0.0006041734,0.000066861925,0.000037574617,0.0007587533,0.000006005087],"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":[0.0015443666,0.0011681803,0.0033199294,0.00013232252,0.000324799,0.000016721353,0.0040961937,0.0000039505167,0.00009364388,0.00007711823,0.08404491,0.9051779],"study_design_scores_gemma":[0.05669503,0.076067045,0.6441256,0.004294829,0.003797529,0.004328428,0.060218297,0.028496534,0.000062952844,0.00417329,0.11732307,0.00041740632],"about_ca_topic_score_codex":0.0003222345,"about_ca_topic_score_gemma":0.00006460399,"teacher_disagreement_score":0.9047605,"about_ca_system_score_codex":0.00007460298,"about_ca_system_score_gemma":0.0016272636,"threshold_uncertainty_score":0.9859217},"labels":[],"label_agreement":null},{"id":"W1541746965","doi":"10.1007/bf03026799","title":"Anesthesia training in Rwanda","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":30,"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 Jubilee Hospital; University of British Columbia","funders":"","keywords":"Subspecialty; Medicine; Economic shortage; Nurse anesthetist; American society of anesthesiologists; Medical education; Nursing; Anesthesia; Family medicine; Government (linguistics)","score_opus":0.019213924452997376,"score_gpt":0.25655844954180324,"score_spread":0.23734452508880585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541746965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98266786,0.002101701,0.000028384886,0.012248504,0.00033214208,0.00020741878,0.00000102951,0.0000114766535,0.002401505],"genre_scores_gemma":[0.99625987,0.000084518026,0.0006563717,0.0014075971,0.0011002206,0.0000011945091,0.0000042716724,0.00006558832,0.00042039363],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99484193,0.00014115943,0.0017501782,0.0002677244,0.0007532773,0.0022457435],"domain_scores_gemma":[0.9908121,0.00018976473,0.0006917576,0.00027278488,0.00076036726,0.007273216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006110317,0.00040525763,0.0010935043,0.002300123,0.00037575897,0.00013187641,0.00041777978,0.00037093705,0.00026929623],"category_scores_gemma":[0.00045409592,0.00036693257,0.0004178989,0.0010778325,0.00024546823,0.0003971169,0.0000034796146,0.0016465858,0.000024126251],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045068373,0.000033646083,0.04937708,0.000050538005,0.00003771682,0.930284,0.0024491707,0.000037181566,0.000019389618,0.00047234682,0.003063681,0.013724522],"study_design_scores_gemma":[0.0014358924,0.0008588126,0.089979425,0.00051190564,0.000063340674,0.8472723,0.0027176295,0.000009935764,0.000035537534,0.0003625964,0.056476936,0.00027570964],"about_ca_topic_score_codex":0.0085259685,"about_ca_topic_score_gemma":0.044354487,"teacher_disagreement_score":0.08301177,"about_ca_system_score_codex":0.0018078737,"about_ca_system_score_gemma":0.016883273,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W1547355720","doi":"10.1111/j.1365-2923.2011.03959.x","title":"Socially responsible approaches to international electives and global health outreach","year":2011,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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":"Outreach; Public relations; Global health; Empowerment; Context (archaeology); Health care; Social responsibility; Health equity; Harm; Global citizenship; International health; Social determinants of health; Political science; Medicine; Medical education; Health policy; Sociology; Psychology; Nursing; Public health; Social psychology","score_opus":0.08847551331922278,"score_gpt":0.38785389916198226,"score_spread":0.2993783858427595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547355720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.589582,0.001205012,0.0012215549,0.33043447,0.0020567102,0.0006244761,0.000008951249,0.00009473335,0.07477205],"genre_scores_gemma":[0.9589775,0.00010226885,0.006735924,0.03289291,0.00043435203,0.00004451121,0.000045117147,0.0000067760866,0.0007605925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99895906,0.000067874586,0.00020229488,0.00019183903,0.00034726586,0.00023166719],"domain_scores_gemma":[0.99918973,0.000027416123,0.000042353022,0.00008926095,0.000061229635,0.0005899954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063304085,0.000070054084,0.00015121607,0.00006690394,0.000060422146,0.000007181098,0.000056909204,0.00007868668,0.0002291734],"category_scores_gemma":[0.0011825054,0.000060994476,0.000025551159,0.00016984496,0.00004971185,0.0000420373,0.000024170045,0.00010904869,0.0000324109],"study_design_candidate":"observational","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":[0.00065406575,0.0010745034,0.16578303,0.00008966434,0.000030642004,0.0000044930844,0.0033592181,2.3788237e-8,0.0000031381253,0.05312397,0.09340331,0.68247396],"study_design_scores_gemma":[0.00045250446,0.0002843491,0.9504589,0.00012808359,0.0000102970025,0.00009455252,0.0010449331,0.00005033985,0.000016728703,0.0077282796,0.03964466,0.00008640507],"about_ca_topic_score_codex":0.0006595164,"about_ca_topic_score_gemma":0.00022803612,"teacher_disagreement_score":0.78467584,"about_ca_system_score_codex":0.0002594148,"about_ca_system_score_gemma":0.009819735,"threshold_uncertainty_score":0.99579364},"labels":[],"label_agreement":null},{"id":"W1552557715","doi":"10.1002/bjs.9329","title":"Global disease burden of conditions requiring emergency surgery","year":2013,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":551,"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":"Medicine; Disease; Population; Burden of disease; Mortality rate; Disease burden; Global health; Emergency medicine; Surgery; Environmental health; Public health; Internal medicine; Pathology","score_opus":0.09479579216660336,"score_gpt":0.37516928556483914,"score_spread":0.2803734933982358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552557715","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":[0.004390078,0.98965245,0.000012058041,0.00012871313,0.004058146,0.00046567828,0.0007089785,0.000029808996,0.0005540837],"genre_scores_gemma":[0.0019696876,0.99540013,0.00004709626,0.000075757634,0.001816955,0.000028489723,0.0002933097,0.000068588604,0.00029996035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99271375,0.00041790164,0.0046141893,0.0003556456,0.0010303406,0.0008681952],"domain_scores_gemma":[0.9922491,0.0012866588,0.0032359469,0.00040487765,0.0010873148,0.0017361472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021308707,0.0004805886,0.0053919507,0.0006602934,0.00012926653,0.000045077504,0.00021400173,0.0003802685,0.0015922362],"category_scores_gemma":[0.0033409027,0.0004881432,0.0044141095,0.0010103934,0.00016429415,0.0003340166,0.00007281137,0.00066852325,0.00007108536],"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":[0.000047137,0.00020167581,0.0049013947,0.035336465,0.00040207492,0.006720024,0.0000029393702,7.3916743e-7,1.0465686e-7,0.00001758096,0.2469914,0.7053785],"study_design_scores_gemma":[0.00018448773,0.000027256927,0.007238359,0.14045897,0.0020480973,0.020792319,0.00002775571,0.000001135021,1.01555926e-7,0.00026656987,0.82849145,0.0004634777],"about_ca_topic_score_codex":0.00034588404,"about_ca_topic_score_gemma":0.0000044201643,"teacher_disagreement_score":0.704915,"about_ca_system_score_codex":0.00032654867,"about_ca_system_score_gemma":0.005004132,"threshold_uncertainty_score":0.99975705},"labels":[],"label_agreement":null},{"id":"W1557396103","doi":"","title":"Developing countries given easier access to biomedical journals","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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":"Publication; Library science; Operations research; Medicine; Computer science; Political science; Law; Engineering","score_opus":0.054164645815649906,"score_gpt":0.32447940184786006,"score_spread":0.27031475603221017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557396103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88159144,0.0015160517,0.0017524067,0.10348812,0.002255141,0.0009111301,0.000021995844,0.00017997136,0.008283743],"genre_scores_gemma":[0.9292936,0.008041425,0.001319198,0.055595744,0.00217814,0.000079488,0.000040639166,0.00008332506,0.003368481],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962439,0.000115126575,0.0005794323,0.000378307,0.00072223454,0.0019609954],"domain_scores_gemma":[0.99698275,0.00009480817,0.00010588288,0.00030089982,0.00026446406,0.0022511631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085410033,0.00022737941,0.00043229182,0.0002442859,0.00015869868,0.00014033024,0.000288351,0.00010161187,0.0006101308],"category_scores_gemma":[0.0011177699,0.00018572794,0.00008818392,0.0010654598,0.000082545586,0.00022483825,0.00013248113,0.0002990892,0.00046558678],"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":[0.0009942097,0.00020265419,0.7114436,0.00022920886,0.00010153753,0.0031342795,0.0014120903,0.0000036123433,0.00007585578,0.00044304068,0.21168387,0.07027606],"study_design_scores_gemma":[0.00045604384,0.00003212689,0.4362184,0.00015904727,0.000018172143,0.00027825663,0.000021384616,0.000002808203,0.00012025748,0.00002391496,0.56255054,0.00011903598],"about_ca_topic_score_codex":0.00003912101,"about_ca_topic_score_gemma":0.000008225253,"teacher_disagreement_score":0.35086668,"about_ca_system_score_codex":0.00033467708,"about_ca_system_score_gemma":0.0007502435,"threshold_uncertainty_score":0.75737655},"labels":[],"label_agreement":null},{"id":"W1560007322","doi":"","title":"Meeting CanMEDS objective through global health education at MUN","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Global health; Accreditation; Social determinants of health; Medicine; Medical education; Curriculum; Health equity; International health; Debriefing; Public health; Health education; Political science; Public relations; Nursing; Psychology; Pedagogy","score_opus":0.007449567450600945,"score_gpt":0.26786999916532794,"score_spread":0.260420431714727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560007322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867817,0.0007898457,0.0017965595,0.004594104,0.00084905635,0.00024751254,0.00001767868,0.000011146298,0.004912409],"genre_scores_gemma":[0.99652904,0.00091743004,0.0007196766,0.00053008785,0.0004170119,9.0755e-8,0.000024942592,0.0000062539007,0.0008554916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998045,0.00035121583,0.0005415051,0.00014692117,0.00055764994,0.00035765913],"domain_scores_gemma":[0.9974257,0.00019083255,0.0011043949,0.00028609316,0.0006879758,0.0003049995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010276458,0.00015769698,0.00080007745,0.00019315774,0.0003460589,0.000011702796,0.00026787765,0.00009002022,0.00027706148],"category_scores_gemma":[0.00011338262,0.000120092736,0.0004881634,0.0010433306,0.00017092229,0.00020963336,0.00008348083,0.0002464538,0.000024481402],"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":[0.011539716,0.0019191519,0.8553942,0.0005244348,0.012554176,0.00011769744,0.012408712,0.007118681,0.000718263,0.0015408673,0.063433714,0.032730386],"study_design_scores_gemma":[0.0052919732,0.001256348,0.9449801,0.00038139895,0.007981769,0.00069252093,0.022187382,0.005077046,0.00000859843,0.002891726,0.008862992,0.00038813948],"about_ca_topic_score_codex":0.10195318,"about_ca_topic_score_gemma":0.027025951,"teacher_disagreement_score":0.08958591,"about_ca_system_score_codex":0.002122961,"about_ca_system_score_gemma":0.0016472081,"threshold_uncertainty_score":0.9907283},"labels":[],"label_agreement":null},{"id":"W1563226169","doi":"10.71164/socialmedicine.v8i3.2014.757","title":"Exploring the Hidden Curriculum of Global Health","year":2014,"lang":"en","type":"article","venue":"Social medicine","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Curriculum; Humanities; Sociology; Pedagogy; Philosophy","score_opus":0.06867244386682253,"score_gpt":0.3709840067559303,"score_spread":0.30231156288910777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563226169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8742564,0.00096086645,0.00015972614,0.1054753,0.0016873025,0.000339228,0.0000056427516,0.000065248554,0.017050304],"genre_scores_gemma":[0.99082696,0.00015623256,0.00005673534,0.0066804686,0.002200927,0.000015909922,0.000008751438,0.000007490486,0.00004649817],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99851406,0.00012095178,0.00039088563,0.00013925204,0.00043843457,0.00039644336],"domain_scores_gemma":[0.9992336,0.00009413046,0.00014274006,0.00016920888,0.000108867105,0.00025147686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010225596,0.00010399968,0.00047581765,0.00002386039,0.00016970267,0.0000015754705,0.00008280646,0.00003817882,0.000046058176],"category_scores_gemma":[0.0005359443,0.000060705694,0.000078578065,0.00038914997,0.00021562625,0.000033702436,0.000024528103,0.0001560878,0.000017655233],"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":[0.00018945377,0.00019493942,0.14726792,0.0007514008,0.000070362534,0.000011652236,0.0032914293,2.0900242e-7,0.000049123773,0.09757225,0.11829881,0.63230246],"study_design_scores_gemma":[0.0025255643,0.0011133723,0.9070109,0.0005846335,0.000084905434,0.00004224478,0.004578389,0.000047110352,0.000014674213,0.0038513616,0.08001839,0.0001284307],"about_ca_topic_score_codex":0.0020341245,"about_ca_topic_score_gemma":0.00006907586,"teacher_disagreement_score":0.759743,"about_ca_system_score_codex":0.00014856957,"about_ca_system_score_gemma":0.00022289793,"threshold_uncertainty_score":0.30750012},"labels":[],"label_agreement":null},{"id":"W1566610219","doi":"10.1111/j.1365-2923.2011.03936.x","title":"Ethical issues encountered by medical students during international health electives","year":2011,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":117,"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; York University; University of Waterloo; McMaster University; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research","keywords":"Debriefing; Nonprobability sampling; Context (archaeology); Medical education; Scope (computer science); Psychology; Curriculum; Medicine; Pedagogy","score_opus":0.017642384580667424,"score_gpt":0.4264509322760346,"score_spread":0.4088085476953672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566610219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.818213,0.0014526742,0.00014735998,0.17247099,0.002892669,0.00029729854,0.000004492242,0.00010014382,0.0044213636],"genre_scores_gemma":[0.9329563,0.0011608854,0.00021028756,0.06347507,0.00072957826,0.00004901714,0.000116393756,0.000014610356,0.0012878606],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99611765,0.00015622057,0.00049050525,0.00029494753,0.0025387325,0.00040193938],"domain_scores_gemma":[0.9984385,0.00006025873,0.000095293195,0.00016809469,0.00015852627,0.0010793611],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016286398,0.00012484372,0.00027674492,0.00010551445,0.000094535055,0.0000152951,0.0003087751,0.0003794369,0.0058018668],"category_scores_gemma":[0.0036497072,0.00010555574,0.00006029325,0.00014961435,0.00012635964,0.000062733314,0.00006855085,0.00084825035,0.000120254284],"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":[0.00054594636,0.004081123,0.37400073,0.00030615664,0.000094633426,0.000047143567,0.003786269,6.1052594e-9,0.000041845728,0.00074646244,0.55094427,0.06540542],"study_design_scores_gemma":[0.0025447365,0.00046207506,0.81257755,0.0013331217,0.000023164017,0.0004362538,0.001321153,0.000116116345,0.0003614795,0.0005052022,0.18005408,0.0002650712],"about_ca_topic_score_codex":0.0009345872,"about_ca_topic_score_gemma":0.000054713295,"teacher_disagreement_score":0.43857682,"about_ca_system_score_codex":0.0002837933,"about_ca_system_score_gemma":0.0035390272,"threshold_uncertainty_score":0.99510694},"labels":[],"label_agreement":null},{"id":"W1566988457","doi":"","title":"MD critic challenges US over bioterrorism, Iraq","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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; Medicine; Computer security; Medical emergency; Suicide prevention; Poison control; Political science; Internet privacy; Environmental health; Computer science; Pathology","score_opus":0.03140675629953023,"score_gpt":0.26397480171339344,"score_spread":0.23256804541386322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566988457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89942765,0.020283734,0.000019020668,0.0040650303,0.0026639497,0.0006383539,0.000014242883,0.00020869097,0.07267932],"genre_scores_gemma":[0.98311365,0.010177572,0.00014175812,0.0043267515,0.0004155476,0.00003219066,0.000010938202,0.000057082685,0.0017245383],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964853,0.00020998766,0.0003923748,0.00045820617,0.00039318748,0.0020609796],"domain_scores_gemma":[0.9980001,0.00008142127,0.00006661664,0.0004950985,0.000095271884,0.0012614839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058642635,0.0002585363,0.0003903836,0.000105141655,0.000094008006,0.000023850966,0.000107593805,0.00012213732,0.00037272857],"category_scores_gemma":[0.00091685564,0.00022458522,0.00013086751,0.0002923543,0.00007479896,0.0000959299,0.000030083344,0.00033720236,0.00035383366],"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":[0.0014491202,0.0032475484,0.5180063,0.003262762,0.00044367107,0.008789963,0.009253706,0.000009365198,0.0019322219,0.039280545,0.27228284,0.14204192],"study_design_scores_gemma":[0.00093065336,0.00007914739,0.37461835,0.00007213248,0.0000439417,0.00014670876,0.00008132397,0.0000034786874,0.00075698737,0.000065279244,0.62301445,0.0001875588],"about_ca_topic_score_codex":0.000033745255,"about_ca_topic_score_gemma":0.000010376616,"teacher_disagreement_score":0.3507316,"about_ca_system_score_codex":0.00015717113,"about_ca_system_score_gemma":0.00024627542,"threshold_uncertainty_score":0.9158319},"labels":[],"label_agreement":null},{"id":"W1571169556","doi":"","title":"Wanna go abroad, learn, help and explore?","year":2013,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Globe; Attendance; Event (particle physics); Study abroad; Work (physics); Political science; Public relations; Global health; Medicine; Health care; Engineering; Law","score_opus":0.029911814683220874,"score_gpt":0.30746044600745964,"score_spread":0.2775486313242388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571169556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87875104,0.0005760203,0.000038626575,0.007912075,0.00014136198,0.00021552121,4.946687e-7,0.00007306728,0.112291776],"genre_scores_gemma":[0.9645978,0.00022340775,0.00044587333,0.007142418,0.00011100709,0.000018846678,0.0000050375165,0.000007783861,0.02744781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993584,0.00001155902,0.00012777497,0.00012263522,0.00010750189,0.00027214192],"domain_scores_gemma":[0.99942005,0.00003118151,0.000014052058,0.00012360298,0.00005394771,0.00035717458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009202482,0.00006614692,0.00014742205,0.000034575154,0.000035989677,0.000010809991,0.000017554074,0.000049075996,0.0022372056],"category_scores_gemma":[0.00005784012,0.00004613744,0.00002702895,0.000059778144,0.00002963516,0.000067402056,0.000017146542,0.00008235871,0.0017251156],"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":[0.00005799421,0.00007012413,0.13222225,0.00015171694,0.00001264615,0.000028163038,0.00019371994,9.144619e-8,0.0005019071,0.0007856352,0.7687949,0.09718088],"study_design_scores_gemma":[0.0012489238,0.00030446274,0.4125007,0.00007845948,0.000017730701,0.00015094329,0.0011999349,0.00029971256,0.00060785137,0.001065083,0.5823448,0.00018143796],"about_ca_topic_score_codex":0.000402129,"about_ca_topic_score_gemma":0.0000071092913,"teacher_disagreement_score":0.28027847,"about_ca_system_score_codex":0.000012650237,"about_ca_system_score_gemma":0.000036264708,"threshold_uncertainty_score":0.99905217},"labels":[],"label_agreement":null},{"id":"W1575466684","doi":"10.1111/j.1460-9592.2010.03492.x","title":"Pediatric cardiac anesthesia in the developing world","year":2010,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Medicine; Perioperative; SAFER; Developing country; Specialty; Cardiac surgery; Heart disease; Intensive care medicine; Disease; Anesthesia; Surgery; Family medicine; Cardiology; Internal medicine","score_opus":0.03930321018013641,"score_gpt":0.32927179599637113,"score_spread":0.28996858581623475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575466684","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":[0.0021865736,0.99279344,0.0000027909418,0.0013164484,0.00031080062,0.0022666291,0.000003696298,0.00013553526,0.0009840841],"genre_scores_gemma":[0.00007387803,0.9908714,0.00043711197,0.0018856489,0.0055240653,0.00042531057,0.00012914155,0.00013452189,0.00051891705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944346,0.0006726004,0.0016343516,0.0008678423,0.0009617039,0.0014289186],"domain_scores_gemma":[0.9962536,0.0013796592,0.00066132506,0.0011244775,0.00013087215,0.0004500359],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026467547,0.0009276279,0.0033556463,0.001554844,0.00020052669,0.00007776403,0.0006976058,0.00092093344,0.000050378698],"category_scores_gemma":[0.0002367814,0.0006030868,0.0011118724,0.004708657,0.000064322616,0.00009615397,0.000039783044,0.00237071,0.00068650604],"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":[0.00004865186,0.00032196962,0.14466365,0.05805873,0.00004554077,0.01386632,0.00021229249,1.2817883e-7,4.9215942e-9,0.0012542955,0.039603997,0.7419244],"study_design_scores_gemma":[0.00020601941,0.00004522112,0.012265497,0.00068855175,0.002003021,0.0050219353,0.000019192987,5.761921e-7,7.419276e-9,0.000034477485,0.979123,0.0005925066],"about_ca_topic_score_codex":0.00007310989,"about_ca_topic_score_gemma":0.000011475062,"teacher_disagreement_score":0.939519,"about_ca_system_score_codex":0.00026377093,"about_ca_system_score_gemma":0.0035449367,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W1576008951","doi":"","title":"A Global Look at Young Scientists","year":2015,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Global Health and Surgery","field":"Medicine","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":"Excellence; Political science; State (computer science); Enlightenment; Public relations; Young professional; Law","score_opus":0.08629730876020565,"score_gpt":0.4272849447523876,"score_spread":0.34098763599218196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576008951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69119364,0.0021602078,0.00023095524,0.023888987,0.0006587719,0.001327441,0.000010762679,0.000484958,0.2800443],"genre_scores_gemma":[0.9763825,0.0002423792,0.0011508545,0.0005074545,0.00006067422,0.000114775816,0.000017966151,0.000013950831,0.021509454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665654,0.000086478845,0.00026248247,0.0005142714,0.0011797836,0.0013004305],"domain_scores_gemma":[0.9982151,0.00002048825,0.000036391666,0.0007674563,0.0003529971,0.0006075594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023436744,0.00013470952,0.00025924132,0.0007761958,0.00023133335,0.000025389489,0.0003132208,0.00019824423,0.00009342635],"category_scores_gemma":[0.0003189342,0.00012107476,0.000058785394,0.0023087522,0.0006831765,0.00005259719,0.0010899899,0.0002978461,0.0023044224],"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":[0.00049765996,0.00036264167,0.22402963,0.0003424591,0.0001088682,0.003888326,0.00003389069,0.0000034968368,0.000028341818,0.1254,0.6159771,0.029327588],"study_design_scores_gemma":[0.003842284,0.00083792064,0.0664853,0.0002513308,0.00005509641,0.00081830815,0.00163604,0.00033028197,0.00020678276,0.029862534,0.8953914,0.00028268446],"about_ca_topic_score_codex":0.0001194022,"about_ca_topic_score_gemma":0.00013912653,"teacher_disagreement_score":0.28518885,"about_ca_system_score_codex":0.0016127699,"about_ca_system_score_gemma":0.00021813648,"threshold_uncertainty_score":0.9984724},"labels":[],"label_agreement":null},{"id":"W1578841742","doi":"10.1177/160940691401300105","title":"Qualitative Research in an International Research Program: Maintaining Momentum while Building Capacity in Nurses","year":2014,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; Queen's University; University of Lethbridge; University of Alberta","funders":"","keywords":"Capacity building; Mentorship; Capacity development; Participatory action research; Qualitative research; Action research; Nursing research; Political science; Equity (law); Public relations; Nursing; Medicine; Medical education; Sociology; Environmental resource management; Pedagogy","score_opus":0.8500900158944653,"score_gpt":0.760356793412995,"score_spread":0.08973322248147031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578841742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97097164,0.00013911552,0.0120760165,0.008979729,0.0018045496,0.0004946693,0.00001824176,0.000017432752,0.0054986193],"genre_scores_gemma":[0.78184295,0.00005282612,0.2171401,0.00023018502,0.0005492084,0.000057265224,0.000014211611,0.000022046084,0.00009121752],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9623852,0.031677235,0.0016671652,0.000434755,0.0029714154,0.0008642449],"domain_scores_gemma":[0.9797457,0.013616359,0.00045723026,0.00022630331,0.005503541,0.00045090253],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13339439,0.00019672865,0.0006697103,0.00332957,0.000101786936,0.0001230417,0.0007044673,0.000154479,0.00010352849],"category_scores_gemma":[0.017542029,0.00017430514,0.00015957287,0.0011536136,0.00056995224,0.00075113314,0.00014369638,0.0021792469,0.000010142987],"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":[0.0067983386,0.0036519119,0.03704106,0.00016682677,0.0003915458,0.00060912996,0.44403493,0.00019026567,0.008272514,0.21408586,0.0009635893,0.28379402],"study_design_scores_gemma":[0.008462965,0.005601909,0.05967929,0.0038512845,0.000021827971,0.00038851768,0.50342625,0.0067212167,0.0040117847,0.36847797,0.038806718,0.0005502637],"about_ca_topic_score_codex":0.0005962611,"about_ca_topic_score_gemma":0.00010364455,"teacher_disagreement_score":0.28324375,"about_ca_system_score_codex":0.0016551084,"about_ca_system_score_gemma":0.0005517841,"threshold_uncertainty_score":0.9907336},"labels":[],"label_agreement":null},{"id":"W1579199263","doi":"10.1007/bf03026800","title":"Anesthesia and the role of short-term service delivery in developing countries","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; Kingston General Hospital","funders":"","keywords":"Term (time); Service (business); Service delivery framework; Anesthesia; Business; Medicine; Marketing; Physics","score_opus":0.0104907590119927,"score_gpt":0.23300607320624803,"score_spread":0.22251531419425533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579199263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717005,0.007896427,0.000006896214,0.019705342,0.000091554706,0.00023229048,0.0000012426475,0.000004391746,0.00036136858],"genre_scores_gemma":[0.99649847,0.00080839463,0.00030328368,0.0020160952,0.0003030568,0.000001377345,0.0000023714579,0.00003439922,0.00003253941],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9965351,0.00015756121,0.001426623,0.00018574475,0.0005548061,0.0011401441],"domain_scores_gemma":[0.99556875,0.00032901714,0.0005474791,0.00021918296,0.0010876755,0.0022479156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004666666,0.00030282122,0.0009411785,0.0010140946,0.00032235004,0.00008837672,0.0003566872,0.0002309657,0.00003876445],"category_scores_gemma":[0.00015234918,0.0002233382,0.00019115943,0.00070143497,0.00041656932,0.00029531174,0.000007502474,0.00077482406,0.0000030895999],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020180948,0.000028317825,0.43068317,0.00022191847,0.00009636776,0.5530558,0.0037494646,0.000022737677,0.000025594798,0.004152766,0.00043541958,0.005510337],"study_design_scores_gemma":[0.0014323548,0.00023681774,0.19044822,0.0006308288,0.00009133492,0.7819854,0.0020039321,0.00001947093,0.000088498426,0.00034414796,0.022532713,0.00018627252],"about_ca_topic_score_codex":0.018766863,"about_ca_topic_score_gemma":0.06978671,"teacher_disagreement_score":0.24023494,"about_ca_system_score_codex":0.00081734685,"about_ca_system_score_gemma":0.007803305,"threshold_uncertainty_score":0.9978215},"labels":[],"label_agreement":null},{"id":"W1585879482","doi":"10.25011/cim.v34i6.15890","title":"The Programme for Global Paediatric Research","year":2011,"lang":"en","type":"editorial","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; Hospital for Sick Children","funders":"","keywords":"Global health; Developing country; Economic growth; Medicine; Burden of disease; Political science; Health care; Public health; Nursing; Economics","score_opus":0.40300173918686333,"score_gpt":0.4949671813278089,"score_spread":0.0919654421409456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585879482","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":[0.0010159753,0.023027308,0.000029373909,0.051287267,0.91527635,0.003134618,0.00014734153,0.0000951879,0.0059865722],"genre_scores_gemma":[0.0014254493,0.011638992,0.0004107683,0.0017557307,0.9788831,0.00041721525,0.00049990596,0.000044762437,0.004924118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99421823,0.00072296127,0.0015564101,0.00086251006,0.0013164645,0.0013234147],"domain_scores_gemma":[0.9825632,0.011845386,0.00038710877,0.0006010637,0.0023997694,0.0022034643],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014050499,0.00039414156,0.0013906475,0.000089402565,0.0005948277,0.000027371738,0.00030464286,0.0012749005,0.000019596875],"category_scores_gemma":[0.11978747,0.00020046155,0.00025778048,0.0006270584,0.024373095,0.00004811766,0.00018137455,0.0025771968,0.000032780536],"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":[0.00066070695,0.000099388206,0.007338094,0.00057098473,0.00009709272,0.000022642153,0.0000564639,1.0790966e-9,1.9616292e-7,0.0091277845,0.92998844,0.05203819],"study_design_scores_gemma":[0.0026405777,0.0047157425,0.003997217,0.00066134,0.00022837117,0.000006993885,0.00018137284,0.0000071872373,5.9171765e-7,0.12709074,0.8603151,0.00015480918],"about_ca_topic_score_codex":0.00029875065,"about_ca_topic_score_gemma":0.00009969972,"teacher_disagreement_score":0.11796295,"about_ca_system_score_codex":0.0001183516,"about_ca_system_score_gemma":0.0025890677,"threshold_uncertainty_score":0.9997239},"labels":[],"label_agreement":null},{"id":"W1587335616","doi":"10.7202/017619ar","title":"Maud Gelly Avortement et contraception dans les études médicales. Une formation inadaptée. Paris, L’Harmattan, 2006, 244 p.","year":2007,"lang":"fr","type":"article","venue":"Recherches féministes","topic":"Global Health and Surgery","field":"Medicine","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 du Québec à Montréal","funders":"","keywords":"Humanities; Gynecology; Political science; Medicine; Art","score_opus":0.14966329733422676,"score_gpt":0.386824971448631,"score_spread":0.23716167411440423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587335616","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":[0.15156576,0.13366851,0.072503015,0.14771761,0.00572767,0.0037854218,0.00044232098,0.0006614584,0.48392823],"genre_scores_gemma":[0.8624305,0.06182711,0.008066934,0.0061120526,0.0014981686,0.00008456533,0.0006294616,0.00012106689,0.059230153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442714,0.00082416844,0.001694851,0.000549876,0.0008360804,0.0016678863],"domain_scores_gemma":[0.99571264,0.0019452557,0.00052510324,0.0004980924,0.0003328449,0.0009860367],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008206972,0.0005645847,0.0008180648,0.0002164722,0.0002976897,0.00008798303,0.00021361046,0.0009874172,0.00041818956],"category_scores_gemma":[0.0007509577,0.0005590397,0.0002907313,0.00064786524,0.00043447936,0.00047510624,0.00007802836,0.0012415646,0.0005945049],"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":[0.0025808318,0.0043169856,0.08235133,0.009999024,0.000501702,0.00092098187,0.008442029,0.00007121928,0.016972428,0.22445835,0.17203836,0.47734675],"study_design_scores_gemma":[0.0022701295,0.00075832824,0.062139284,0.0026035244,0.00039740844,0.00031030903,0.008804497,0.0014109574,0.0075119985,0.0013754033,0.91171557,0.0007026066],"about_ca_topic_score_codex":0.002652876,"about_ca_topic_score_gemma":0.0029475084,"teacher_disagreement_score":0.7396772,"about_ca_system_score_codex":0.0021932155,"about_ca_system_score_gemma":0.0008539497,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W1588035960","doi":"","title":"Surgical care at the district hospital. World Health Organization","year":2004,"lang":"en","type":"article","venue":"Bioline International (Bioline International)","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Traumatology; Health care; Medical emergency; Medical education; Nursing; Surgery","score_opus":0.009573261481070957,"score_gpt":0.2978421079731069,"score_spread":0.28826884649203594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588035960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54500186,0.003447263,0.00097389636,0.40369433,0.011493041,0.0014689952,0.0013197332,0.00045804938,0.03214284],"genre_scores_gemma":[0.97539735,0.0010251739,0.00051229616,0.005941488,0.003196848,0.000037169804,0.007667346,0.000049799884,0.006172551],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701345,0.000051448904,0.00092356314,0.0005543705,0.0009554964,0.00050165266],"domain_scores_gemma":[0.9973367,0.00016006468,0.00037951674,0.00038571417,0.0013586879,0.00037933106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032156956,0.0003270149,0.00037456467,0.0003347304,0.00025227672,0.000074457836,0.0005222133,0.000118272364,0.0012447529],"category_scores_gemma":[0.00058221054,0.00023494127,0.00024786513,0.0006473343,0.0001346593,0.00014837821,0.00027382837,0.0003618953,0.00050324644],"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":[0.0025948205,0.004073031,0.5140533,0.00035384434,0.0016131878,0.0010925914,0.0018474535,0.0017138182,0.00060541317,0.17972769,0.20644203,0.085882865],"study_design_scores_gemma":[0.003792199,0.00021268702,0.07275052,0.00026041988,0.000029953375,0.00048279512,0.0002362196,0.00015569659,0.0011395182,0.00028764416,0.92032456,0.00032777368],"about_ca_topic_score_codex":0.0007254859,"about_ca_topic_score_gemma":0.0005709773,"teacher_disagreement_score":0.71388257,"about_ca_system_score_codex":0.0021735004,"about_ca_system_score_gemma":0.0006390525,"threshold_uncertainty_score":0.99966824},"labels":[],"label_agreement":null},{"id":"W1591762990","doi":"10.1007/bf03404183","title":"Being Global in Public Health Practice and Research: Complementary Competencies Are Needed","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":61,"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 Lethbridge; University of Saskatchewan; University of Ottawa; Institute of Population and Public Health; University of Toronto","funders":"","keywords":"Global health; Public health; Public relations; Health equity; Context (archaeology); Equity (law); Core competency; Social determinants of health; International health; Political science; Power (physics); Psychology; Health policy; Medicine; Business; Nursing; Geography; Marketing","score_opus":0.34040952222443527,"score_gpt":0.41647150582337467,"score_spread":0.0760619835989394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591762990","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":[0.47774535,0.006336547,0.000089814894,0.5079822,0.0005329554,0.0004991004,0.00007306535,0.000012742015,0.006728245],"genre_scores_gemma":[0.93293417,0.0007316618,0.002796713,0.06328244,0.00019722767,0.0000034187217,0.00001813263,0.000015052736,0.00002119442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99389863,0.0015658059,0.0012127294,0.00023886903,0.00068445667,0.0023995372],"domain_scores_gemma":[0.98713136,0.00031931853,0.0005891067,0.00024887038,0.0010649085,0.010646455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019317618,0.00016573793,0.0007054158,0.0011859532,0.0005078436,0.00010564975,0.00022325989,0.00008871539,0.00017208519],"category_scores_gemma":[0.004187218,0.00015545198,0.0000681667,0.0013211357,0.00028320926,0.0006374742,0.00003647757,0.0009772474,0.0000081981725],"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":[0.000074765594,0.00021822612,0.825681,0.00045792467,0.00006349823,0.001194267,0.01124167,1.1219748e-7,3.7576848e-7,0.019229546,0.08309721,0.05874142],"study_design_scores_gemma":[0.0012387817,0.0009831969,0.49994287,0.00032861915,0.000003857133,0.0020983573,0.05973018,0.000012307013,2.0669272e-7,0.00061199086,0.43494815,0.00010148336],"about_ca_topic_score_codex":0.36423227,"about_ca_topic_score_gemma":0.38535237,"teacher_disagreement_score":0.4551888,"about_ca_system_score_codex":0.0038322245,"about_ca_system_score_gemma":0.046478,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W1599871886","doi":"","title":"MUN Med Gateway: Experiences and benefits for student volunteers and newcomer refugees","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health and Surgery","field":"Medicine","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":"Memorial University of Newfoundland","funders":"","keywords":"Refugee; Gateway (web page); Psychology; Gerontology; Public relations; Political science; Medicine; Computer science; World Wide Web; Law","score_opus":0.020031339913674173,"score_gpt":0.2791612205282709,"score_spread":0.25912988061459674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599871886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631834,0.0012178343,0.00065699825,0.0011309756,0.00036962898,0.00015609208,0.000010223031,0.0000056318595,0.0001342494],"genre_scores_gemma":[0.99824786,0.00070258166,0.0003495124,0.00008121908,0.00019350178,1.2430189e-7,0.000006161726,0.0000052511173,0.00041375656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987733,0.00011098438,0.0003393201,0.00012636487,0.00043155177,0.00021851994],"domain_scores_gemma":[0.99847716,0.000223386,0.00037143,0.00015677803,0.0004186262,0.00035262012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001323284,0.00012470975,0.0006527693,0.00028074827,0.0001555699,0.000015041193,0.00017490902,0.00006963591,0.000021969687],"category_scores_gemma":[0.00012082987,0.00008780434,0.00020073644,0.00035296043,0.00024425428,0.00012824325,0.00006833139,0.00013268791,6.5276276e-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":[0.047464777,0.0008623124,0.8115769,0.0004134645,0.013265575,0.00027141764,0.095788434,0.00678107,0.00083476264,0.00090877013,0.008406515,0.013426009],"study_design_scores_gemma":[0.029672893,0.0051668445,0.6300466,0.00035482063,0.025371859,0.00078127586,0.26615575,0.019816225,0.00003456236,0.00079153065,0.021040438,0.0007671772],"about_ca_topic_score_codex":0.002239454,"about_ca_topic_score_gemma":0.0028093893,"teacher_disagreement_score":0.18153027,"about_ca_system_score_codex":0.00013928309,"about_ca_system_score_gemma":0.0001842703,"threshold_uncertainty_score":0.3580557},"labels":[],"label_agreement":null},{"id":"W1600952126","doi":"10.1007/bf03405208","title":"Coordinating Canada’s Research Response to Global Health Challenges","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Canada; Impact; International Development Research Centre; University of Toronto; Institute of Population and Public Health; Canadian Institutes of Health Research","funders":"","keywords":"Redress; Global health; General partnership; Economic growth; Agency (philosophy); Political science; Public health; Health policy; International development; International health; Health equity; Public relations; Business; Health care; Medicine; Sociology; Nursing; Economics","score_opus":0.13055935481544473,"score_gpt":0.4110960779031,"score_spread":0.28053672308765526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600952126","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":[0.2901518,0.014729054,0.00007795107,0.69005734,0.000748841,0.00034705305,0.00008776176,0.000009525259,0.003790652],"genre_scores_gemma":[0.9748555,0.00017790253,0.0005521676,0.02327828,0.00067064055,0.000003629129,0.000008496816,0.00001940788,0.00043399443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933298,0.0015586123,0.0011182365,0.000246419,0.0010257398,0.0027211567],"domain_scores_gemma":[0.98458636,0.0003673695,0.00032066356,0.00030045243,0.0013669815,0.0130581595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022630997,0.00015904993,0.00065163727,0.000797297,0.00061324064,0.00006176039,0.00024186795,0.00009087671,0.00006939448],"category_scores_gemma":[0.0044127363,0.00015036295,0.00008051426,0.0010828794,0.00008450851,0.000107606735,0.000017182545,0.00068366935,0.000012450522],"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":[0.00017106145,0.00005380299,0.030760393,0.00026335625,0.000020128784,0.00091687846,0.00051863084,0.000010365735,0.0000014090301,0.006643749,0.80200636,0.15863387],"study_design_scores_gemma":[0.00048140073,0.0008560095,0.32995635,0.00022586998,0.0000011846387,0.0007800611,0.0019195154,0.000006403226,4.2383203e-7,0.00015254214,0.6655467,0.00007355367],"about_ca_topic_score_codex":0.9805863,"about_ca_topic_score_gemma":0.997447,"teacher_disagreement_score":0.6847037,"about_ca_system_score_codex":0.016324747,"about_ca_system_score_gemma":0.34911686,"threshold_uncertainty_score":0.98745143},"labels":[],"label_agreement":null},{"id":"W160391176","doi":"10.15173/m.v1i19.775","title":"McMaster Health Forum: Towards a Canadian Response to Emerging Global Health Issues","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Population health; Global health; Peer review; Health policy; Health economics; Medicine; Political science; Public health; Environmental health; Nursing","score_opus":0.0299816445057541,"score_gpt":0.39759320315595287,"score_spread":0.3676115586501988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160391176","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":[0.49246997,0.007838057,0.000010848889,0.49634454,0.0014242383,0.00059481646,0.000049283335,0.000043552238,0.0012246831],"genre_scores_gemma":[0.8338335,0.00009110735,0.0005307779,0.1633745,0.00070098095,0.000040287614,0.000010645282,0.000020114709,0.0013980775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676675,0.00035896152,0.0003928654,0.00021193399,0.00034885714,0.0019206242],"domain_scores_gemma":[0.99498916,0.00006005043,0.0000820312,0.00044175127,0.00006098707,0.0043659983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029935087,0.00018708495,0.00041257715,0.00013016835,0.00035852342,0.00001721848,0.00015303284,0.000056383073,0.00041298167],"category_scores_gemma":[0.00039244772,0.00012952485,0.00008913428,0.0004726704,0.000040136136,0.00006750837,0.00004118088,0.00018499921,0.0005875276],"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":[0.0011535854,0.00014893644,0.075989135,0.00016282934,0.00003443754,0.0000065490476,0.012973839,4.0062503e-7,0.000011888599,0.0008196872,0.7845935,0.12410521],"study_design_scores_gemma":[0.00023280692,0.00023670039,0.28106678,0.00011019536,0.0000072025387,0.00010602896,0.0037143384,0.0000022584447,0.000014775015,0.00004216243,0.714368,0.00009879687],"about_ca_topic_score_codex":0.3385597,"about_ca_topic_score_gemma":0.05294292,"teacher_disagreement_score":0.34136352,"about_ca_system_score_codex":0.0018878193,"about_ca_system_score_gemma":0.008030985,"threshold_uncertainty_score":0.99759257},"labels":[],"label_agreement":null},{"id":"W1607752366","doi":"10.1111/j.1365-2923.2010.03688.x","title":"International health electives: thematic results of student and professional interviews","year":2010,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":88,"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; University of Toronto","funders":"","keywords":"Thematic analysis; Thematic map; Medical education; Psychology; MEDLINE; Pedagogy; Sociology; Medicine; Political science; Qualitative research; Geography; Social science","score_opus":0.021847493541894206,"score_gpt":0.4482958187439023,"score_spread":0.4264483252020081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607752366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9066069,0.0002724302,0.00004351061,0.0851881,0.002798494,0.00032282513,0.0000035240475,0.000013103058,0.0047510704],"genre_scores_gemma":[0.9907714,0.00016873509,0.0005856526,0.007580993,0.00027242771,0.000029251527,0.00005377328,0.0000042298348,0.0005335505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880093,0.000055539378,0.00041752224,0.00013045536,0.0004673501,0.00012822142],"domain_scores_gemma":[0.99925095,0.000100935176,0.00014008224,0.000115545125,0.00012570081,0.00026677648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011133569,0.000056223635,0.00017973018,0.000075860735,0.00003016312,0.0000034083334,0.00006456693,0.00006565792,0.0002958899],"category_scores_gemma":[0.0017719518,0.00003948456,0.00002725395,0.000081285834,0.00006594531,0.000031871743,0.000027383127,0.00026785093,0.000007455034],"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":[0.0003627455,0.003298866,0.05024508,0.00075615535,0.00003648754,0.000001935802,0.0058994186,1.8091384e-8,0.00026934256,0.0028033662,0.15270181,0.78362477],"study_design_scores_gemma":[0.0024656858,0.00041263737,0.85088557,0.0018570282,0.000017247909,0.00016378847,0.0029370976,0.00032376076,0.00012204563,0.00079817296,0.13990942,0.00010757083],"about_ca_topic_score_codex":0.000077395576,"about_ca_topic_score_gemma":0.00004214224,"teacher_disagreement_score":0.80064046,"about_ca_system_score_codex":0.000041343723,"about_ca_system_score_gemma":0.0020080425,"threshold_uncertainty_score":0.35621813},"labels":[],"label_agreement":null},{"id":"W1610818562","doi":"10.1186/1471-2458-6-151","title":"Health Research Profile to assess the capacity of low and middle income countries for equity-oriented research","year":2006,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Innovation, Science and Economic Development Canada; McMaster University; Institute of Population and Public Health; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Equity (law); Delphi method; Capacity building; Biostatistics; Health services research; Medicine; Health policy; Public health; Global health; Health equity; Developing country; Economic growth; Environmental health; Business; Political science; Nursing; Economics","score_opus":0.4301657152462056,"score_gpt":0.5133354963130604,"score_spread":0.0831697810668548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1610818562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83880275,0.0014867757,0.0014611317,0.1495055,0.00030361512,0.00582382,0.00041251213,0.00006881184,0.0021351024],"genre_scores_gemma":[0.99058664,0.0001572574,0.003813126,0.0035952337,0.00040360488,0.0004605697,0.000097870565,0.000030162944,0.00085552887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920705,0.0019677256,0.0009917809,0.00050470297,0.0018730586,0.0025922167],"domain_scores_gemma":[0.9924472,0.0029298167,0.00018393302,0.00065762224,0.002275577,0.0015058497],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.047973126,0.00015538836,0.0006677299,0.0006155076,0.0011585824,0.00008393353,0.00024291252,0.00012942495,0.000026455053],"category_scores_gemma":[0.0047234027,0.000110627036,0.000065272005,0.0017489059,0.0005263326,0.00013531814,0.0002591193,0.00070980296,0.000018837609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017462197,0.0014540108,0.34804314,0.050881565,0.000037018344,0.0000062881513,0.0027538126,0.0000023632122,0.000034438228,0.33070222,0.25626972,0.008069195],"study_design_scores_gemma":[0.0025512192,0.0037589343,0.57717115,0.0018957142,0.0000035237545,0.00004965679,0.0025993355,0.00044732253,0.00013497593,0.003334811,0.4078387,0.00021463603],"about_ca_topic_score_codex":0.011933285,"about_ca_topic_score_gemma":0.0034224433,"teacher_disagreement_score":0.32736742,"about_ca_system_score_codex":0.0011083403,"about_ca_system_score_gemma":0.012851039,"threshold_uncertainty_score":0.9946463},"labels":[],"label_agreement":null},{"id":"W1639110748","doi":"10.1053/j.sempedsurg.2015.09.002","title":"Pediatric surgery as an essential component of global child health","year":2015,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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; Montreal Children's Hospital","funders":"","keywords":"Medicine; Prioritization; Pediatric surgery; Health care; Global health; Child health; Resource (disambiguation); Relevance (law); Nursing; Family medicine; Surgery; Public health; Process management; Economic growth; Business","score_opus":0.022402577771314006,"score_gpt":0.3097502089112008,"score_spread":0.2873476311398868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1639110748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971855,0.02030989,0.000015128386,0.0014232813,0.0038638222,0.00048785104,0.00007525189,0.00014210277,0.0018277088],"genre_scores_gemma":[0.9811132,0.013644412,0.00017693733,0.0013242919,0.0033444096,0.000027170227,0.00028240652,0.00004834892,0.000038812155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99391776,0.0005075389,0.0020059245,0.00074399076,0.0013416611,0.0014831083],"domain_scores_gemma":[0.9950216,0.0012646354,0.00076155923,0.00073066796,0.000299621,0.0019219217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050519845,0.00045209588,0.0017792127,0.0009112544,0.00010588171,0.000020043708,0.00018469221,0.00033697483,0.00007509883],"category_scores_gemma":[0.0017496892,0.00045785363,0.00048570568,0.002886935,0.0000975537,0.00024090255,0.00010978086,0.00046697375,0.000093561466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067269854,0.0010350628,0.8623282,0.0007061245,0.00001262538,0.0004592282,0.0001242492,0.0000139200765,4.4776124e-7,0.000063859065,0.12922311,0.0053605144],"study_design_scores_gemma":[0.0015464842,0.00043170582,0.9914975,0.0003362688,0.00018970492,0.00078796054,0.00050527666,0.00008043993,0.000024331299,0.0004612134,0.0034177918,0.0007212889],"about_ca_topic_score_codex":0.001719971,"about_ca_topic_score_gemma":0.00007334132,"teacher_disagreement_score":0.12916937,"about_ca_system_score_codex":0.0006333672,"about_ca_system_score_gemma":0.0052499417,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W164576726","doi":"","title":"International surgery: the development of postgraduate surgical training in Guyana.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","cited_by":34,"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","funders":"","keywords":"Medicine; Emigration; General partnership; Training (meteorology); Population; Medical education; Economic growth; Nursing; Political science; Environmental health; Geography; Archaeology","score_opus":0.05713137485751826,"score_gpt":0.29030471481710185,"score_spread":0.2331733399595836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164576726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779963,0.000028914317,0.0000033469632,0.0056701647,0.0008908963,0.00024902562,0.0000025294034,0.000013584537,0.01514525],"genre_scores_gemma":[0.9990776,0.00001138983,0.00016538484,0.00025862613,0.000118221746,0.00016769348,0.000015731604,0.0000054018806,0.00017990476],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989341,0.0000247945,0.00036685404,0.000105452506,0.00024382089,0.00032500332],"domain_scores_gemma":[0.99936175,0.00027038145,0.00006227677,0.00010572211,0.000055367836,0.00014449056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015929749,0.00006128788,0.00019276129,0.00010853315,0.00002610818,0.000005152011,0.000069366106,0.000048004506,0.000044403638],"category_scores_gemma":[0.00041114874,0.000040534258,0.00005660074,0.00015604314,0.000044538505,0.000027072634,0.00002184071,0.00019918289,0.0000051487727],"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":[0.00018255471,0.0000643027,0.2039947,0.000022902768,0.000020982061,0.000050602885,0.00064777443,2.1773683e-7,0.00002359649,0.0005174517,0.00069504156,0.79377985],"study_design_scores_gemma":[0.00031283274,0.0000018130065,0.8721365,0.000011873479,0.0000030669844,0.0000502766,0.00010654243,0.000017987024,0.00020088421,0.000044296296,0.1270739,0.000040030747],"about_ca_topic_score_codex":0.000035779525,"about_ca_topic_score_gemma":0.00015396488,"teacher_disagreement_score":0.79373986,"about_ca_system_score_codex":0.0000309578,"about_ca_system_score_gemma":0.00026262348,"threshold_uncertainty_score":0.1652939},"labels":[],"label_agreement":null},{"id":"W1664500273","doi":"","title":"From the margins to centrality in accountability and accreditation: Global health and aboriginal health education programs","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Accountability; Accreditation; Centrality; Political science; Business; Global health; Public relations; Public health; Medicine; Medical education; Nursing","score_opus":0.016931555358689968,"score_gpt":0.327174624635634,"score_spread":0.31024306927694406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1664500273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97261745,0.0009849305,0.0008280402,0.02467782,0.00048019105,0.0003080124,0.000041294654,0.000004653082,0.00005760227],"genre_scores_gemma":[0.99743164,0.00071953604,0.00059642375,0.00079485285,0.00038514938,1.04542536e-7,0.00004694445,0.0000027496546,0.000022620527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982397,0.0004691564,0.0004464012,0.00015278607,0.0004351657,0.00025681395],"domain_scores_gemma":[0.9981991,0.00014554456,0.0005062751,0.00022049542,0.0003296137,0.0005989789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025582095,0.00011318564,0.0005965804,0.000108573346,0.0001429647,0.0000216754,0.0001724567,0.000049606588,0.000009987076],"category_scores_gemma":[0.00009147427,0.00007693373,0.00010641565,0.0008397018,0.00015639633,0.00013874935,0.000041290037,0.0002072441,8.9947736e-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":[0.003983339,0.00025321657,0.96788335,0.000050684008,0.0002854806,0.0000051445627,0.0075733983,0.00013111577,0.0000014148765,0.000140722,0.0023866764,0.01730549],"study_design_scores_gemma":[0.0019147393,0.0005242596,0.96449757,0.00009442393,0.0004531457,0.000047725043,0.025071325,0.0007840736,3.6973372e-8,0.00082881894,0.005712752,0.00007111638],"about_ca_topic_score_codex":0.12336105,"about_ca_topic_score_gemma":0.077528186,"teacher_disagreement_score":0.045832865,"about_ca_system_score_codex":0.001064133,"about_ca_system_score_gemma":0.003403523,"threshold_uncertainty_score":0.93930453},"labels":[],"label_agreement":null},{"id":"W1670740434","doi":"10.36834/cmej.36605","title":"How do Ontario family medicine residents perform on global health competencies? A multi-institutional survey","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; Institute of Population and Public Health; Bruyère; University of Ottawa","funders":"","keywords":"Family medicine; Family health; Medical education; Data science; Medicine; Computer science; Nursing","score_opus":0.04491343448104386,"score_gpt":0.3445902472653832,"score_spread":0.29967681278433933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1670740434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.703678,0.0022032496,0.000086228225,0.2806619,0.0067080827,0.00061416987,0.000037784605,0.000024506888,0.0059860502],"genre_scores_gemma":[0.8195315,0.00030397048,0.0005017441,0.17607994,0.0013365903,0.00002180993,0.00018754986,0.000012813989,0.0020240913],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9962849,0.00022302201,0.0006575327,0.00030013884,0.0015635729,0.0009708258],"domain_scores_gemma":[0.9763782,0.000094246214,0.00020629866,0.0002600284,0.00090542843,0.022155775],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020319438,0.00024548057,0.00050460146,0.00032389225,0.0006458706,0.000112385314,0.00024013912,0.00023505861,0.016426386],"category_scores_gemma":[0.011298711,0.00017964936,0.00009942616,0.00039554056,0.0002967116,0.00019930754,0.000013011541,0.0011446014,0.0002686087],"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":true,"study_design_scores_codex":[0.00004785339,0.00018579462,0.27106157,0.000043380544,0.00003163007,0.00008525201,0.00031208378,6.5814527e-7,5.4846157e-7,0.00071966357,0.6580839,0.06942764],"study_design_scores_gemma":[0.0012280948,0.00028301193,0.8362143,0.00070678967,0.000009538831,0.0015200806,0.0007324613,0.00007377179,9.524795e-8,0.000121031146,0.15899336,0.00011743921],"about_ca_topic_score_codex":0.85426444,"about_ca_topic_score_gemma":0.8604497,"teacher_disagreement_score":0.56515276,"about_ca_system_score_codex":0.007093455,"about_ca_system_score_gemma":0.23888992,"threshold_uncertainty_score":0.99702954},"labels":[],"label_agreement":null},{"id":"W1751817640","doi":"10.1186/1478-4505-3-3","title":"The role of NGOs in global health research for development","year":2005,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CARE Canada; Montreal General Hospital; Canadian Society for International Health; Université de Montréal","funders":"New Partnership for Africa's Development; International Development Research Centre; United Nations Development Programme; World Health Organization","keywords":"Health services research; General partnership; Global health; Public relations; Political science; Stewardship (theology); Health policy; Capacity building; Knowledge translation; Economic growth; Public health; Medicine; Politics; Nursing; Knowledge management","score_opus":0.41372324867660054,"score_gpt":0.5977307228952586,"score_spread":0.1840074742186581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1751817640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.513914,0.15779266,0.000056650846,0.29882398,0.0003319263,0.013416817,0.00016747986,0.000063317646,0.015433149],"genre_scores_gemma":[0.99148995,0.004711856,0.00020179426,0.0013203676,0.0007263425,0.0005260204,0.0000132309315,0.000014827841,0.0009956254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99244034,0.0019086209,0.0011407144,0.00033898235,0.0014993745,0.0026719864],"domain_scores_gemma":[0.99519825,0.0021474715,0.00012824086,0.00037765244,0.00078549585,0.0013628667],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03933516,0.00012043035,0.0005444511,0.00047085108,0.0010634821,0.000047610036,0.00017012242,0.00011890159,0.0000018407828],"category_scores_gemma":[0.0030012378,0.00008368545,0.000043309527,0.0012338592,0.00026778434,0.000048601138,0.00009579213,0.00057717226,0.00001907165],"study_design_candidate":"not_applicable","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":[0.001360262,0.0003662899,0.022057192,0.006023418,0.000028194141,0.0000046711366,0.003573067,0.0000067038236,0.000020413887,0.18460321,0.060863957,0.72109264],"study_design_scores_gemma":[0.0010533596,0.00075070874,0.025356704,0.00077749667,3.7592977e-7,0.000040265968,0.0030878745,0.00085673237,0.000021896958,0.0010348846,0.9669626,0.000057148176],"about_ca_topic_score_codex":0.024258949,"about_ca_topic_score_gemma":0.0053110453,"teacher_disagreement_score":0.9060986,"about_ca_system_score_codex":0.0025722412,"about_ca_system_score_gemma":0.016407264,"threshold_uncertainty_score":0.9892066},"labels":[],"label_agreement":null},{"id":"W1762878116","doi":"10.3821/145.5.cpj215","title":"From Academia to Zimbabwe: Waterloo Pharmacy Students Go Global","year":2012,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Global Health and Surgery","field":"Medicine","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":"London Health Sciences Centre; University of Waterloo","funders":"","keywords":"Pharmacy; Business; Medicine; Nursing","score_opus":0.04277327984969923,"score_gpt":0.3561344634327963,"score_spread":0.31336118358309706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1762878116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842032,0.0025897936,0.00003463486,0.001161074,0.007740229,0.00068895076,0.0014798805,0.000058607402,0.0020436137],"genre_scores_gemma":[0.95326483,0.0018996943,0.00026570508,0.037213724,0.0056292084,0.000028807966,0.00011316424,0.00007193639,0.0015129199],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369574,0.0002256996,0.0010228234,0.0005428793,0.0012454442,0.0032674337],"domain_scores_gemma":[0.98138493,0.000095582225,0.00023330194,0.00035601002,0.0005243609,0.01740581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011146081,0.0006102244,0.0007722877,0.00033108264,0.00079317123,0.00017963967,0.0008174004,0.00017997033,0.0029154054],"category_scores_gemma":[0.00027478175,0.00060557097,0.00026314802,0.0009896907,0.00011889034,0.0005646837,0.00011316559,0.001667192,0.00034239166],"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":true,"study_design_scores_codex":[0.00093380944,0.00021144978,0.39933878,0.00022209152,0.00046011727,0.057853434,0.0019001836,0.000069148715,0.00144572,0.000018972973,0.39933845,0.13820782],"study_design_scores_gemma":[0.0048125945,0.00005466591,0.0043727523,0.00007401252,0.00040043524,0.2697681,0.000033248194,0.00016599696,0.0014060144,0.00003245522,0.71808535,0.0007943634],"about_ca_topic_score_codex":0.16291085,"about_ca_topic_score_gemma":0.051665142,"teacher_disagreement_score":0.39496604,"about_ca_system_score_codex":0.007998053,"about_ca_system_score_gemma":0.0061174985,"threshold_uncertainty_score":0.9996396},"labels":[],"label_agreement":null},{"id":"W1767109543","doi":"","title":"One doctor, 150 countries.","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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":"Refugee; Service (business); Library science; Medicine; Family medicine; Medical education; Political science; Computer science; Business; Law; Marketing","score_opus":0.01901460200025345,"score_gpt":0.24364772270764234,"score_spread":0.2246331207073889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1767109543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84462917,0.0017321549,0.00000770343,0.005160113,0.0008588427,0.00063669914,0.00003174042,0.00024772744,0.14669585],"genre_scores_gemma":[0.9412536,0.0056296224,0.00018044957,0.011988797,0.0010488105,0.000040451396,0.000058180696,0.00005875604,0.039741307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969287,0.00008362958,0.00040929287,0.00036444011,0.00047395795,0.0017399965],"domain_scores_gemma":[0.99806947,0.000054541968,0.00005226044,0.0004412444,0.00009989012,0.0012826136],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038355263,0.00019823763,0.000373003,0.00006279025,0.000097621305,0.000034056873,0.00012495356,0.00008819939,0.0052433047],"category_scores_gemma":[0.00017330998,0.0001850726,0.00009828886,0.00038551015,0.0000892385,0.000099835,0.0000202941,0.00028377643,0.0027553923],"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":[0.0031293377,0.0012203053,0.27719843,0.0006394445,0.00020705217,0.0016065504,0.002389063,0.000011928399,0.00018082497,0.0029581648,0.26827246,0.44218644],"study_design_scores_gemma":[0.00080561655,0.000048532216,0.3420616,0.000047880967,0.00003380074,0.000044225722,0.0000056210015,0.00000500431,0.00021450483,0.000019080346,0.6565943,0.000119831544],"about_ca_topic_score_codex":0.00008605607,"about_ca_topic_score_gemma":0.0000066052608,"teacher_disagreement_score":0.4420666,"about_ca_system_score_codex":0.00016661268,"about_ca_system_score_gemma":0.00028686484,"threshold_uncertainty_score":0.99802107},"labels":[],"label_agreement":null},{"id":"W177229110","doi":"","title":"Bidirectional Global Health Education: The RVCP-Jeff HEALTH Exchange Program","year":2015,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Global Health and Surgery","field":"Medicine","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":"Department of Family and Community Medicine, University of Toronto","keywords":"Global health; Political science; Computer science; Public health; Medicine; Nursing","score_opus":0.05135542177908787,"score_gpt":0.42154721103508186,"score_spread":0.370191789255994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177229110","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":[0.008442158,0.03815955,0.00011258554,0.9185955,0.0047138412,0.0021397427,0.000017706556,0.00024842916,0.027570512],"genre_scores_gemma":[0.6868815,0.001956024,0.0004478467,0.29866296,0.006161649,0.0004916108,0.0002634882,0.000040822917,0.005094114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972623,0.00027102852,0.0005205063,0.00025922005,0.0007927915,0.00089416583],"domain_scores_gemma":[0.99783856,0.00010296241,0.00022886216,0.0005510111,0.00023579822,0.0010428308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028155204,0.00020179045,0.00046640265,0.00005850671,0.00042523805,0.000011468432,0.0001957129,0.000060491853,0.00013163495],"category_scores_gemma":[0.00033340752,0.00009569621,0.00008425195,0.0007179878,0.00031163415,0.000045376142,0.000058274298,0.0003138251,0.0001265516],"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":[0.00012252963,0.00019500036,0.006949307,0.00010222998,0.000017006705,0.0000018464827,0.00046457723,4.6897893e-7,9.4713734e-8,0.0029264167,0.69118005,0.29804045],"study_design_scores_gemma":[0.0010595929,0.001962577,0.026152061,0.00029681658,0.00002233833,0.00044362093,0.0046692747,0.00007168063,7.136938e-7,0.0026050182,0.962637,0.00007928331],"about_ca_topic_score_codex":0.0063121025,"about_ca_topic_score_gemma":0.0007629457,"teacher_disagreement_score":0.6784393,"about_ca_system_score_codex":0.0007445989,"about_ca_system_score_gemma":0.005204712,"threshold_uncertainty_score":0.95420533},"labels":[],"label_agreement":null},{"id":"W177320974","doi":"","title":"The ethics of water fluoridation.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Water fluoridation; Perspective (graphical); Value (mathematics); Public relations; Dental care; Public health; Political science; Engineering ethics; Psychology; Medicine; Fluoride; Sociology; Nursing; Dentistry; Engineering","score_opus":0.034249456009745154,"score_gpt":0.2799863809638946,"score_spread":0.24573692495414945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177320974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90931505,0.00042021048,0.0000041848807,0.036638882,0.000297176,0.00043516388,0.0000026110024,0.000026806647,0.052859943],"genre_scores_gemma":[0.9898813,0.00026330672,0.00001485711,0.0018523261,0.00008966513,0.00011487947,0.000006741313,0.0000033461627,0.0077735814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993809,0.000031702286,0.00013526906,0.000051301686,0.00015069691,0.0002501374],"domain_scores_gemma":[0.99959564,0.00011289885,0.000011173466,0.00013048686,0.000049925544,0.00009985642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076896267,0.000030434136,0.00007268372,0.00001137793,0.000066218905,0.000003706071,0.00003000192,0.000048446236,0.00012783302],"category_scores_gemma":[0.00014484892,0.000014715748,0.000030219755,0.00004533267,0.00003922534,0.000016395246,0.000004471574,0.00012651792,0.00006172132],"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":[0.0002501024,0.000038523798,0.006130396,0.000067719324,0.0000155489,0.0000051393663,0.00021767901,0.0000014585546,0.000020983753,0.0006496492,0.013378034,0.97922474],"study_design_scores_gemma":[0.00024447212,0.000010003244,0.32181442,0.0000048980387,0.0000103108105,0.000008507677,0.000018846313,0.0000076239107,0.002407922,0.00039285587,0.6750546,0.000025520549],"about_ca_topic_score_codex":0.000031404943,"about_ca_topic_score_gemma":0.0000038694607,"teacher_disagreement_score":0.97919923,"about_ca_system_score_codex":0.0000139689655,"about_ca_system_score_gemma":0.000030949574,"threshold_uncertainty_score":0.13996819},"labels":[],"label_agreement":null},{"id":"W1782675506","doi":"10.3109/02688697.2015.1100269","title":"Moving forward together: The Lancet Commission on Global Surgery report and its implications for neurosurgical procedures","year":2015,"lang":"en","type":"editorial","venue":"British Journal of Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Medicine; General surgery; Commission; Neurosurgery; Surgery; Law","score_opus":0.04723361378204086,"score_gpt":0.35017981543651816,"score_spread":0.3029462016544773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782675506","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":[0.13159782,0.020760994,0.000044469896,0.02304694,0.81938684,0.0016717233,0.0022308829,0.0001415803,0.0011187267],"genre_scores_gemma":[0.09800032,0.02008826,0.0000773493,0.004019505,0.87608695,0.00011230811,0.0004116401,0.00019441698,0.0010092336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498296,0.00033950643,0.0019704215,0.00055304414,0.0013050409,0.00084904983],"domain_scores_gemma":[0.98824203,0.006493992,0.0017608568,0.00045633715,0.0020445199,0.0010022734],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046175355,0.00042178144,0.0019443904,0.0002141367,0.0003814252,0.00024179489,0.00027838998,0.00065054523,0.000006854932],"category_scores_gemma":[0.045867033,0.00034621664,0.0007757281,0.00041584516,0.000118908625,0.0001663837,0.00009648855,0.0015696136,0.000002196982],"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":[0.0015717642,0.00020803702,0.0075691086,0.0007324374,0.000061335784,0.0055803657,0.0000061456026,0.000004095361,0.000015365084,0.000015278412,0.97622293,0.008013117],"study_design_scores_gemma":[0.0009279179,0.0002964468,0.03537539,0.0023718781,0.00019335713,0.053904098,0.000010527052,0.0000092058135,0.000004546307,0.00028290623,0.9063633,0.00026040984],"about_ca_topic_score_codex":0.000026730282,"about_ca_topic_score_gemma":0.000012203104,"teacher_disagreement_score":0.06985963,"about_ca_system_score_codex":0.00019696355,"about_ca_system_score_gemma":0.0038131406,"threshold_uncertainty_score":0.99989897},"labels":[],"label_agreement":null},{"id":"W1796050359","doi":"10.1177/229255030501300104","title":"A Survey of Volunteer Reconstructive Surgery Performed Outside of Canada By Canadian Plastic Surgeons","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Reconstructive surgery; Plastic surgery; Reconstructive Surgeon; General surgery; Surgery","score_opus":0.019284821911163336,"score_gpt":0.223769369591212,"score_spread":0.20448454768004865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1796050359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98998016,0.0015712925,0.000020637193,0.0004935858,0.0052237962,0.00013798288,0.0020599833,0.0000047894905,0.000507778],"genre_scores_gemma":[0.99901414,0.00007650198,0.000027662363,0.00038767673,0.00018103138,0.0000029890434,0.00011826069,0.000046119163,0.00014561384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948588,0.00029309682,0.002271841,0.0002779699,0.00070883957,0.0015894716],"domain_scores_gemma":[0.97267693,0.018726926,0.0010938656,0.0003141926,0.0017464587,0.0054416],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028759125,0.0003729417,0.0018797553,0.0018433523,0.00017063301,0.000016990372,0.0001787089,0.00025060904,0.0010721614],"category_scores_gemma":[0.028852265,0.00036281184,0.00047459174,0.00095156743,0.00032722513,0.0001881145,0.000008917258,0.0005793327,0.0000072960925],"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":[0.00022636671,0.00002433441,0.7337113,0.00014036664,0.00019685572,0.0004182692,0.000059736994,0.00006508689,0.000012880648,0.0000038414964,0.26329595,0.001844999],"study_design_scores_gemma":[0.00041848863,0.000068936766,0.9846054,0.0008666148,0.00013556045,0.00071370206,0.00027233092,0.00016903502,0.00018466104,0.0000036682432,0.012256583,0.00030507322],"about_ca_topic_score_codex":0.99177736,"about_ca_topic_score_gemma":0.99929947,"teacher_disagreement_score":0.25103936,"about_ca_system_score_codex":0.001974246,"about_ca_system_score_gemma":0.13146593,"threshold_uncertainty_score":0.9998824},"labels":[],"label_agreement":null},{"id":"W181497034","doi":"","title":"Television series review: Adrenaline junkies","year":2003,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Computer science; Series (stratigraphy); World Wide Web; Data science; Biology","score_opus":0.008193383621769641,"score_gpt":0.27021086019873203,"score_spread":0.2620174765769624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W181497034","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":[0.076547936,0.071162045,0.00007889493,0.7672251,0.004982952,0.0006302131,0.00004687234,0.000084834945,0.07924118],"genre_scores_gemma":[0.24722998,0.12916182,0.0013452944,0.60149556,0.0049307854,0.000020422827,0.000092832255,0.00006471982,0.015658563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728894,0.0002174635,0.0005317051,0.000115841525,0.0012538696,0.0005921973],"domain_scores_gemma":[0.99583834,0.00010255348,0.00016766392,0.00013846868,0.00053379673,0.003219171],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003244624,0.00010557529,0.00034328617,0.00012415473,0.00022519109,0.000024660025,0.000091137845,0.00025096326,0.009113749],"category_scores_gemma":[0.016588261,0.000084943094,0.00012782814,0.0002933053,0.000026428685,0.00009955733,0.0000057941966,0.0007577501,0.0003056852],"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":[0.0000090236,0.000018813238,0.03558678,0.0001408206,0.000032443757,0.0007024819,0.000019281179,9.883555e-8,0.0000019785778,0.00059217325,0.9455942,0.017301904],"study_design_scores_gemma":[0.00046377632,0.00006122163,0.010302097,0.0010800773,0.000031610245,0.0030384252,0.00006209403,0.0000034549146,0.000011853445,0.00020333048,0.98466194,0.00008014827],"about_ca_topic_score_codex":0.0004109789,"about_ca_topic_score_gemma":0.0031481795,"teacher_disagreement_score":0.17068206,"about_ca_system_score_codex":0.0007270968,"about_ca_system_score_gemma":0.005488065,"threshold_uncertainty_score":0.9917921},"labels":[],"label_agreement":null},{"id":"W181999232","doi":"10.15173/m.v1i20.789","title":"Dr. Richard Heinzl: At the Forefront of Global Healthcare","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Presentation (obstetrics); Medical school; Public health; Health care; Healthcare system; Medical education; Library science; Medicine; Political science; Sociology; Nursing; Law","score_opus":0.03242395379051267,"score_gpt":0.3464623667859139,"score_spread":0.31403841299540125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W181999232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9043072,0.017634353,0.0000032576027,0.07292376,0.0016304981,0.00040962608,0.000041011015,0.00002404581,0.003026291],"genre_scores_gemma":[0.99031174,0.00014074135,0.000038784026,0.007406624,0.00067460194,0.000032672513,0.000012588943,0.000010543757,0.0013717286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857694,0.00011461615,0.0002687498,0.00010936692,0.00031972196,0.0006106126],"domain_scores_gemma":[0.9987207,0.00012371416,0.00010176658,0.00052782573,0.000075017066,0.00045097343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007975163,0.000116803785,0.00026051092,0.000011612865,0.00015795616,0.0000028276738,0.00014011459,0.00006194057,0.00020322794],"category_scores_gemma":[0.00015274978,0.00005454227,0.00012105169,0.00018528503,0.0001381427,0.00002991327,0.00006908029,0.00013804555,0.0002589388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004258405,0.00024096633,0.63521624,0.0003204856,0.000058216276,0.000002370872,0.002359804,1.3873708e-7,0.00008749142,0.0049846265,0.34651324,0.009790622],"study_design_scores_gemma":[0.00038489935,0.00012514013,0.68386877,0.00007766381,0.00007808572,0.00015379617,0.0021584763,0.0000022841002,0.0004897471,0.00032382266,0.31224766,0.00008967774],"about_ca_topic_score_codex":0.0011263102,"about_ca_topic_score_gemma":0.0002780032,"teacher_disagreement_score":0.086004555,"about_ca_system_score_codex":0.0003154714,"about_ca_system_score_gemma":0.00041043977,"threshold_uncertainty_score":0.33282208},"labels":[],"label_agreement":null},{"id":"W1851763165","doi":"10.26443/mjm.v12i2.266","title":"Ethics in Global Health: The Need for Evidence-Based Curricula","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Medicine; Curriculum; Engineering ethics; Medical education; Family medicine; Nursing; Pedagogy; Sociology; Engineering","score_opus":0.18493712665581816,"score_gpt":0.43868914399039693,"score_spread":0.25375201733457875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851763165","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":[0.016608028,0.011793815,0.0015493421,0.96862155,0.0006591692,0.00051695324,0.000015903652,0.00001313422,0.00022212988],"genre_scores_gemma":[0.65105593,0.0011433276,0.0006290723,0.34627905,0.000869151,0.0000043308028,0.0000030859094,0.0000085538795,0.0000074919235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974134,0.00025719573,0.0010041256,0.0001368216,0.00078129425,0.00040718867],"domain_scores_gemma":[0.9968402,0.0013398827,0.00046234575,0.00013534831,0.0004790013,0.0007432206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426581,0.00014030655,0.00068984105,0.000077492026,0.00013030211,0.0000033009899,0.00016569709,0.00011201067,0.000039733193],"category_scores_gemma":[0.0073856595,0.00007480299,0.00015585012,0.00059224485,0.00012528371,0.00006666568,0.000014885737,0.0008026922,0.000003920118],"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":[0.012464604,0.0004308955,0.048001576,0.003747423,0.00012986826,0.0010777544,0.0013345912,0.0004928247,0.00044731123,0.0056100567,0.73131895,0.19494414],"study_design_scores_gemma":[0.024018535,0.014043964,0.05301268,0.017680798,0.00029446484,0.001229445,0.0022714077,0.0040033,0.00010865822,0.0017739834,0.8812844,0.00027832162],"about_ca_topic_score_codex":0.0001316084,"about_ca_topic_score_gemma":0.000018925351,"teacher_disagreement_score":0.63444793,"about_ca_system_score_codex":0.00028294878,"about_ca_system_score_gemma":0.0009386906,"threshold_uncertainty_score":0.8841858},"labels":[],"label_agreement":null},{"id":"W1857790364","doi":"10.1007/s12630-009-9128-4","title":"Key issues and barriers to obstetrical anesthesia care in Ontario community hospitals with fewer than 2,000 deliveries annually","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Women's College Hospital; Headwaters Health Care Centre; Sunnybrook Health Science Centre","funders":"University of Toronto; Women's College Hospital","keywords":"Context (archaeology); Medicine; Focus group; Nursing; Community hospital; Family medicine; Business","score_opus":0.009084487068514755,"score_gpt":0.22896333525921422,"score_spread":0.21987884819069947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1857790364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798631,0.004815671,0.0000010647308,0.014313068,0.00010299057,0.0003460361,0.000004728465,0.0000116062365,0.00054172496],"genre_scores_gemma":[0.9963868,0.000096425014,0.0006807622,0.0022997498,0.00018366687,0.0000025811112,0.000007748616,0.00004380983,0.00029844278],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9962012,0.000335855,0.0010107415,0.00027515774,0.0007014677,0.001475585],"domain_scores_gemma":[0.9881251,0.00011824405,0.00038305024,0.00036935817,0.0012070868,0.009797178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011380985,0.00049463403,0.0011711319,0.0014355986,0.00077631563,0.00025791966,0.00045729242,0.0003000173,0.00017329429],"category_scores_gemma":[0.00051166007,0.00041125706,0.00019290629,0.00078392384,0.00026109337,0.00050617126,0.0000077690565,0.0020892199,0.000005076481],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010194939,0.000039091276,0.4461553,0.00004642274,0.000042741325,0.52158254,0.025779009,0.00006488229,0.0000027863684,0.00008350853,0.0020712668,0.003112972],"study_design_scores_gemma":[0.00091112993,0.004601761,0.47172603,0.0004028212,0.0000645077,0.49849507,0.009805355,0.0000010082141,0.000009089152,0.000062184234,0.013646853,0.0002741929],"about_ca_topic_score_codex":0.41929364,"about_ca_topic_score_gemma":0.8026568,"teacher_disagreement_score":0.3833632,"about_ca_system_score_codex":0.002617656,"about_ca_system_score_gemma":0.01332227,"threshold_uncertainty_score":0.99983394},"labels":[],"label_agreement":null},{"id":"W1868183370","doi":"10.1096/fasebj.28.1_supplement.536.1","title":"Development of a placental specimen collection for use in an educational module correlating placental pathology and clinical outcomes (536.1)","year":2014,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Kingston General Hospital; Queen's University","funders":"","keywords":"Placenta; Medicine; Pregnancy; Obstetrics; Medical physics; Medical education; Gynecology; Pathology; Fetus; Biology","score_opus":0.055288315412358506,"score_gpt":0.36157248935046565,"score_spread":0.30628417393810714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868183370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981867,0.00002968907,0.00041647026,0.00044034643,0.0005763295,0.0002404663,0.0000055272635,0.000004015957,0.000100461526],"genre_scores_gemma":[0.9882249,0.000014097599,0.011069028,0.000352885,0.00017177791,0.0000055184587,0.000017562814,0.000006976215,0.00013720962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998839,0.00014940769,0.0005471693,0.000112215836,0.00014115254,0.00021104203],"domain_scores_gemma":[0.99885976,0.0006359376,0.00018388404,0.00007382825,0.000068983056,0.00017761228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015759518,0.00007605405,0.00024436822,0.00008069034,0.0001716555,0.000013672654,0.00003934523,0.000063684456,0.000034870543],"category_scores_gemma":[0.0004779194,0.00005212267,0.000057685666,0.00006042031,0.000060920196,0.00008570204,0.00001813878,0.00023967266,0.000002138957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008215199,0.0002582777,0.99233353,0.00001441186,0.00001881494,0.0000043616096,0.0004474065,0.000005909175,0.00047188115,0.000094216506,0.00044175127,0.0050879233],"study_design_scores_gemma":[0.002600483,0.0002778792,0.99099493,0.000056929148,0.000021218959,0.0006269732,0.0005761559,0.0043098303,0.00015821008,0.0001218962,0.00020108277,0.000054413103],"about_ca_topic_score_codex":0.000013822369,"about_ca_topic_score_gemma":0.00015566936,"teacher_disagreement_score":0.010652558,"about_ca_system_score_codex":0.000115742354,"about_ca_system_score_gemma":0.0003479414,"threshold_uncertainty_score":0.21255007},"labels":[],"label_agreement":null},{"id":"W1887340830","doi":"10.36834/cmej.36695","title":"Procedural skills training for Canadian medical students participating in international electives","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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 Children's Hospital; McMaster University","funders":"","keywords":"Likert scale; Medical education; Scale (ratio); Medicine; Boot camp; Patient safety; Psychology; Health care; Computer science","score_opus":0.03964956650580475,"score_gpt":0.4135891232809527,"score_spread":0.37393955677514795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1887340830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7614961,0.00034008516,0.000040446303,0.22528633,0.0051938496,0.000482882,0.0000138132145,0.000014534566,0.0071319104],"genre_scores_gemma":[0.8926928,0.000027979033,0.00035628505,0.10446672,0.0018903874,0.00015303411,0.000036642923,0.000016373444,0.00035975195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662524,0.00008195303,0.00057541934,0.00019246826,0.0016231341,0.00090180937],"domain_scores_gemma":[0.9666737,0.00009629477,0.0000860801,0.000081827566,0.0006045469,0.032457568],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031943377,0.00012332649,0.00025383173,0.0006115527,0.00016107937,0.000073010466,0.00031770027,0.00026537036,0.007063438],"category_scores_gemma":[0.07126605,0.000114609815,0.00006354867,0.00027829115,0.00007237241,0.00012762088,0.000010101482,0.0007862152,0.000026877711],"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":[0.00011224002,0.00038667326,0.27920914,0.000054308377,0.00007182517,0.00057692936,0.009343348,0.000004453353,6.2321743e-7,0.0006457791,0.48087192,0.22872277],"study_design_scores_gemma":[0.0044281418,0.0002708711,0.18846245,0.0014357669,0.00003252591,0.004719024,0.014376629,0.0021199065,0.000003599097,0.00088118407,0.7829449,0.00032497852],"about_ca_topic_score_codex":0.15099098,"about_ca_topic_score_gemma":0.76616704,"teacher_disagreement_score":0.615176,"about_ca_system_score_codex":0.0020245577,"about_ca_system_score_gemma":0.28354043,"threshold_uncertainty_score":0.9938442},"labels":[],"label_agreement":null},{"id":"W1887772925","doi":"10.1007/s12630-015-0483-z","title":"Avoidable perioperative mortality at the University Teaching Hospital, Lusaka, Zambia: a retrospective cohort study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":24,"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":"Association of Anaesthetists; Association of Anaesthetists of Great Britain; Royal Devon and Exeter NHS Foundation Trust","keywords":"Medicine; Perioperative; Retrospective cohort study; Anesthesiology; Cohort; Emergency medicine; Developing country; Intensive care medicine; Pediatrics; Surgery; Internal medicine; Anesthesia","score_opus":0.015639251152311833,"score_gpt":0.247429922505186,"score_spread":0.23179067135287418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1887772925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98461276,0.00081861805,0.0000046354853,0.0094411485,0.0006016864,0.00074865506,0.000009724285,0.0000121719595,0.003750602],"genre_scores_gemma":[0.99480677,0.000039324925,0.00006114919,0.00039560584,0.00064551947,0.0000022421036,0.000006586923,0.000041081454,0.004001706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958787,0.00069765316,0.00081382605,0.00034667828,0.0010594825,0.001203673],"domain_scores_gemma":[0.99129766,0.000089251174,0.00067904126,0.0004473652,0.0016981035,0.005788553],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057624243,0.00038324908,0.0010100022,0.0004796912,0.0018251113,0.0001881206,0.00051424693,0.00019422988,0.00021653311],"category_scores_gemma":[0.0008931184,0.00028812763,0.0003506201,0.00052911416,0.0003940823,0.00047369985,0.000024691943,0.0018948634,0.000040541916],"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":[0.000197575,0.00009765786,0.61435395,0.000009619809,0.00020354972,0.34914613,0.004586091,0.000046194593,0.0000012268569,0.000081931576,0.03118061,0.00009546247],"study_design_scores_gemma":[0.0013220761,0.0022712636,0.50498027,0.000086866814,0.00029934678,0.45316994,0.011160089,0.0000150616925,0.0000021947785,0.000034573317,0.02644436,0.00021396793],"about_ca_topic_score_codex":0.08317325,"about_ca_topic_score_gemma":0.102991275,"teacher_disagreement_score":0.10937368,"about_ca_system_score_codex":0.008010553,"about_ca_system_score_gemma":0.013284205,"threshold_uncertainty_score":0.9999571},"labels":[],"label_agreement":null},{"id":"W1890139326","doi":"10.3968/j.ccc.1923670020110701.010","title":"Tips from an Accidental “Interculturalist”","year":2011,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Global Health and Surgery","field":"Medicine","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":"Humanities; Faith; Conversation; Ethnology; Political science; Sociology; Art; Philosophy; Theology; Communication","score_opus":0.06734910288097361,"score_gpt":0.3912236988247348,"score_spread":0.32387459594376117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1890139326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98064977,0.00072146335,0.0000054596476,0.00059903046,0.00017144204,0.00021399223,0.00002509126,0.00018227928,0.01743146],"genre_scores_gemma":[0.9946307,0.00020553164,0.0013631245,0.0016750356,0.00009307108,0.000020322901,0.0014113933,0.000012673831,0.0005881552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890196,0.00009249104,0.00034182414,0.00021244622,0.00017240703,0.00027885035],"domain_scores_gemma":[0.99834955,0.000034449207,0.00011157979,0.00085399987,0.00036715166,0.0002832985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018523428,0.00014892056,0.00021720614,0.000026193351,0.000307178,0.00011177597,0.00032802724,0.0001280794,0.00058479304],"category_scores_gemma":[0.00011765224,0.000108133,0.00010529303,0.00011115477,0.00023710172,0.00090009853,0.00011020353,0.0002696102,0.00032870387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024069354,0.0010660314,0.86123186,0.000100190475,0.0001523595,0.00005284477,0.020562613,7.62075e-7,0.021405801,0.0050585093,0.025279503,0.06268259],"study_design_scores_gemma":[0.0008567463,0.00013808842,0.96416086,0.00009409341,0.000039642557,0.00011348121,0.0017640829,0.00007295899,0.0037576298,0.00078443537,0.028021334,0.00019662644],"about_ca_topic_score_codex":0.0039021354,"about_ca_topic_score_gemma":0.00033729733,"teacher_disagreement_score":0.102929026,"about_ca_system_score_codex":0.00012375115,"about_ca_system_score_gemma":0.00003633313,"threshold_uncertainty_score":0.64030737},"labels":[],"label_agreement":null},{"id":"W1899581667","doi":"10.12927/whp.2015.24313","title":"Global Health Service Partnership: First Year Findings","year":2015,"lang":"en","type":"article","venue":"World health & population","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Global health; Tanzania; Public health; Agency (philosophy); Government (linguistics); Economic growth; Economic shortage; International health; Health care; Business; Nursing; Health policy; Medicine; Public relations; Political science; Socioeconomics; Sociology; Economics","score_opus":0.0655283742220089,"score_gpt":0.38905524251926005,"score_spread":0.32352686829725114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899581667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6039695,0.003483892,0.0002748513,0.37608722,0.0023403552,0.0023837858,0.00006678393,0.00066678243,0.010726834],"genre_scores_gemma":[0.949172,0.000057943547,0.0012794589,0.047723494,0.0004386039,0.000018277702,0.00054211257,0.000020723228,0.00074738276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974065,0.00013183689,0.0007041495,0.00033716008,0.00053677504,0.00088357955],"domain_scores_gemma":[0.99762756,0.000040144805,0.00023254973,0.00031771074,0.00015841157,0.0016236185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013426366,0.00018007917,0.0004898644,0.00015178611,0.0002594229,0.000018898649,0.00006781837,0.00008210925,0.00004771024],"category_scores_gemma":[0.00012893562,0.00017676824,0.00006684037,0.0011334186,0.0000147529645,0.00012107341,0.000028369288,0.00019220293,0.00026432402],"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":[0.00027826536,0.00010113931,0.78379375,0.0005756469,0.0000062006097,0.000004518237,0.00037235435,0.000044489632,3.3050135e-8,0.0064240415,0.20365693,0.0047426634],"study_design_scores_gemma":[0.0014124276,0.0002100455,0.7826673,0.00030259526,0.000007510778,0.000021672624,0.0001754701,0.0004025735,1.8242248e-7,0.0010499201,0.21363117,0.000119183576],"about_ca_topic_score_codex":0.015560531,"about_ca_topic_score_gemma":0.035710346,"teacher_disagreement_score":0.3452025,"about_ca_system_score_codex":0.001990055,"about_ca_system_score_gemma":0.0013573937,"threshold_uncertainty_score":0.99099493},"labels":[],"label_agreement":null},{"id":"W1900943217","doi":"","title":"General surgery in a district hospital in Tajikistan: clinical impact of a partnership between visiting volunteers and host specialists.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba","funders":"","keywords":"Medicine; General partnership; Soviet union; Family medicine; Nursing; Law","score_opus":0.056168874443025624,"score_gpt":0.34704653609134983,"score_spread":0.2908776616483242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900943217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962035,0.00046916603,0.0000020074615,0.00031989094,0.00018687265,0.0005514514,0.000026973017,0.000014304049,0.0022258759],"genre_scores_gemma":[0.9992211,0.00010972806,0.000028728735,0.00013426089,0.00030046335,0.000077992496,0.000019332298,0.000014481805,0.00009395414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973788,0.00025668408,0.0009547971,0.00029547224,0.00025734957,0.00085684797],"domain_scores_gemma":[0.99814075,0.0009077853,0.0001779957,0.00017430856,0.000050249793,0.00054892595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032547168,0.00015918066,0.0008214511,0.00023762726,0.000018725104,0.00001406113,0.000041008825,0.00016917849,0.000014339232],"category_scores_gemma":[0.0041453834,0.00014131865,0.0002301669,0.0005477215,0.000082372004,0.00007211871,0.000018437473,0.0003090145,0.0000018574094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018505329,0.00014433208,0.9860948,0.00007980433,0.000026436624,0.0001400502,0.000052921096,3.7411206e-7,5.1335616e-7,0.0000543016,0.0014897308,0.011731719],"study_design_scores_gemma":[0.00115747,0.00006633236,0.9974641,0.00005476136,0.000020173402,0.000009185464,0.000055776945,0.000008108312,0.000009178348,0.000026490623,0.0010024549,0.00012595934],"about_ca_topic_score_codex":0.0010931559,"about_ca_topic_score_gemma":0.00012650632,"teacher_disagreement_score":0.011605759,"about_ca_system_score_codex":0.00039263617,"about_ca_system_score_gemma":0.00030003017,"threshold_uncertainty_score":0.5762808},"labels":[],"label_agreement":null},{"id":"W190599372","doi":"","title":"Using CanMEDS to guide international health electives: an enriching experience in Uganda defined for a Canadian surgery resident.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Medicine; Medical education; Health care; Nursing; Family medicine; Economic growth","score_opus":0.13064402312784518,"score_gpt":0.36730308969176323,"score_spread":0.23665906656391805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W190599372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99163026,0.00020305434,0.00033209333,0.0052968743,0.00063654553,0.0010890258,0.000022329652,0.000028467039,0.000761369],"genre_scores_gemma":[0.9869507,0.000051498602,0.0012040072,0.010515537,0.00020799179,0.0007896044,0.00003514444,0.000017582042,0.00022792378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979547,0.00006005751,0.00045012866,0.00029920327,0.0002469574,0.0009889199],"domain_scores_gemma":[0.9981284,0.0001686093,0.00007213231,0.00016482524,0.0001153527,0.0013506527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009466547,0.00011521303,0.0003153236,0.0005960207,0.00019436958,0.000015192586,0.00008538861,0.00007434408,0.000010518152],"category_scores_gemma":[0.0016206155,0.00011955321,0.000057022375,0.00041770446,0.0000244031,0.00014775024,0.000013632061,0.00014204743,0.0000013036374],"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":[0.000388268,0.00006149225,0.9506318,0.000053731317,0.000013766399,0.00016427189,0.0043152454,0.000039563613,0.000024698888,0.00008318009,0.01137399,0.03284998],"study_design_scores_gemma":[0.00043449568,0.000028857605,0.9732626,0.00005039068,0.0000025723245,0.00015427444,0.00055785873,0.00026451334,0.00005369717,0.00002913027,0.025035597,0.00012602826],"about_ca_topic_score_codex":0.47145736,"about_ca_topic_score_gemma":0.37044042,"teacher_disagreement_score":0.10101695,"about_ca_system_score_codex":0.0019175021,"about_ca_system_score_gemma":0.0028722044,"threshold_uncertainty_score":0.6410474},"labels":[],"label_agreement":null},{"id":"W1906829162","doi":"10.25011/cim.v30i4.2825","title":"64. International child health (ICH) education in Canadian paediatric residency programss","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Demographics; Medicine; Family medicine; Medical education; Census; Program director; Population; Residency training; Psychology; Environmental health; Pedagogy; Demography; Continuing education","score_opus":0.10257342626785136,"score_gpt":0.419464601250497,"score_spread":0.31689117498264563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1906829162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64856625,0.0051504713,0.000014228688,0.32753304,0.0020448877,0.00064416096,0.000005479046,0.00003132058,0.016010186],"genre_scores_gemma":[0.94801444,0.0013065198,0.00060500606,0.047600925,0.0018301869,0.000010389078,0.00013964836,0.000010821198,0.00048204823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997643,0.00012183997,0.0010411559,0.00034738125,0.0002733362,0.00057330605],"domain_scores_gemma":[0.9968011,0.00019461625,0.0001691936,0.00015335633,0.00017372712,0.0025080137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037723181,0.00014421284,0.00046741928,0.0003852911,0.00009466543,0.000005673772,0.000076579345,0.00013797294,0.00008332726],"category_scores_gemma":[0.0043195826,0.00010824645,0.000046850655,0.0004982247,0.0016829022,0.00008352801,0.000021738648,0.0005609715,0.000018737097],"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":[0.00005575506,0.00012233209,0.8566165,0.000075785116,0.000009435191,0.000029037588,0.00030256467,3.7103437e-8,0.0000010276345,0.0072333165,0.014916728,0.1206375],"study_design_scores_gemma":[0.0010992188,0.0006170173,0.887852,0.0006374548,0.000011867601,0.000041751726,0.0004187585,0.00001934011,0.0000018790373,0.008555848,0.10066408,0.00008076238],"about_ca_topic_score_codex":0.13010438,"about_ca_topic_score_gemma":0.1598326,"teacher_disagreement_score":0.29944822,"about_ca_system_score_codex":0.00020276771,"about_ca_system_score_gemma":0.003945844,"threshold_uncertainty_score":0.8756883},"labels":[],"label_agreement":null},{"id":"W1912429903","doi":"10.1136/bmjqs-2015-004377","title":"Is safe surgery possible when resources are scarce?","year":2015,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Quality (philosophy); Context (archaeology); Risk analysis (engineering); Operations management; Patient safety; Developing country; Health care; Marketing; Business; Economic growth; Economics","score_opus":0.15986789428135267,"score_gpt":0.4109547652604849,"score_spread":0.25108687097913224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912429903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8992375,0.0021440217,0.00013790146,0.05715138,0.0009896185,0.000777916,0.00019202763,0.0002589285,0.039110705],"genre_scores_gemma":[0.96914166,0.00016262163,0.0005080536,0.020766577,0.00096407963,0.000027803122,0.0001306119,0.000038843686,0.008259747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571437,0.0005199867,0.0014932499,0.0004732002,0.0009828361,0.0008163755],"domain_scores_gemma":[0.99637824,0.00081855344,0.000354835,0.0008012388,0.0004128191,0.0012343172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007064748,0.0002567413,0.0009365659,0.00013992327,0.00016798466,0.000030499566,0.00013375122,0.00023282305,0.00047401298],"category_scores_gemma":[0.0023807057,0.00021830943,0.0003509239,0.0003357468,0.00013285497,0.00013631105,0.000094380615,0.00030353168,0.0006687965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019624867,0.00014439666,0.52911186,0.00041886978,0.000043344302,0.00010405286,0.0015967286,9.68599e-7,0.000014578501,0.00016195173,0.45954376,0.0068969815],"study_design_scores_gemma":[0.0011753502,0.000064942324,0.57270443,0.00040370738,0.000043369233,0.000087573935,0.003025384,0.000022180287,0.0001067503,0.0013487658,0.4207025,0.00031505182],"about_ca_topic_score_codex":0.0020522801,"about_ca_topic_score_gemma":0.00012105875,"teacher_disagreement_score":0.06990416,"about_ca_system_score_codex":0.00025885893,"about_ca_system_score_gemma":0.0011630903,"threshold_uncertainty_score":0.89024},"labels":[],"label_agreement":null},{"id":"W1916189630","doi":"10.1186/s40560-015-0106-3","title":"A survey on the resources and practices in pediatric critical care of resource-rich and resource-limited countries","year":2015,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"National Institutes of Health","keywords":"Developing country; High income countries; Medicine; Multinational corporation; Developed country; Low and middle income countries; Intensive care; Burden of disease; Health care; Family medicine; Limited resources; Environmental health; Business; Economic growth; Intensive care medicine","score_opus":0.06690285571170405,"score_gpt":0.3625833725561026,"score_spread":0.29568051684439856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1916189630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94509876,0.037892837,5.017671e-7,0.016071055,0.00009507817,0.00015280872,0.000040284805,0.000004264685,0.0006443936],"genre_scores_gemma":[0.98856807,0.00056536676,0.000022075632,0.010532914,0.00028192336,0.0000011305252,0.000006057384,0.0000124688195,0.000010001053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797624,0.00049294933,0.0005721693,0.00015793323,0.0005457185,0.00025498617],"domain_scores_gemma":[0.98550946,0.0033707083,0.0005665594,0.00014712667,0.01000236,0.00040376678],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013359456,0.00014183408,0.00052177324,0.00025219689,0.00005696622,0.000029770623,0.000085153886,0.00012871524,0.0000047903854],"category_scores_gemma":[0.0714529,0.000086565764,0.000055250657,0.00030816518,0.00021585154,0.00007254883,0.000054556047,0.00056361425,9.815881e-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":[0.0045485245,0.000022692651,0.9129725,0.00055513764,0.000021981532,0.0003537173,0.028935572,0.0000049750106,0.0000057363272,0.00002626386,0.052216697,0.0003362173],"study_design_scores_gemma":[0.0013536687,0.0020171523,0.6333922,0.00050678715,0.0001437349,0.00029763978,0.34546262,0.000012617145,0.00004944861,0.000010621807,0.016652808,0.00010067955],"about_ca_topic_score_codex":0.00016688766,"about_ca_topic_score_gemma":0.00009633173,"teacher_disagreement_score":0.31652704,"about_ca_system_score_codex":0.00008342645,"about_ca_system_score_gemma":0.0003025255,"threshold_uncertainty_score":0.93636864},"labels":[],"label_agreement":null},{"id":"W1918704498","doi":"","title":"The demand for an increased global health focus in the Faculty of Medicine","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health and Surgery","field":"Medicine","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":"Focus (optics); Medical education; Business; Public relations; Medicine; Engineering ethics; Political science; Engineering","score_opus":0.017207339373277872,"score_gpt":0.30300577014382696,"score_spread":0.28579843077054906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918704498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782961,0.0005612961,0.0040259184,0.015845153,0.00023755996,0.0005076494,0.000047883867,0.0000041695466,0.00047426106],"genre_scores_gemma":[0.9985517,0.00060144236,0.00015176239,0.00032412095,0.00027958496,2.0880645e-7,0.000027782273,0.0000041116105,0.000059278536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976114,0.0006287352,0.0007035785,0.00011389028,0.00061000773,0.00033238888],"domain_scores_gemma":[0.99701846,0.0007891997,0.0010539244,0.00036441523,0.0005546276,0.00021938769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044549587,0.00014031371,0.00084824226,0.00017674733,0.00030593562,0.000010011502,0.00056252757,0.00007373836,0.000040348314],"category_scores_gemma":[0.00027335467,0.000067718254,0.00037104392,0.0009128045,0.00040935568,0.000121368044,0.000035832818,0.0002269448,0.0000012548305],"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":[0.06864359,0.0027847816,0.6912136,0.00090688304,0.014021161,0.00017484161,0.01904295,0.007330967,0.0011075934,0.010637302,0.08712596,0.09701038],"study_design_scores_gemma":[0.0103245415,0.002745967,0.94636256,0.0001500177,0.0038079217,0.00016624009,0.015561853,0.012277593,0.0000016406268,0.0053531313,0.003108814,0.00013973052],"about_ca_topic_score_codex":0.05848161,"about_ca_topic_score_gemma":0.039614182,"teacher_disagreement_score":0.25514895,"about_ca_system_score_codex":0.00031044925,"about_ca_system_score_gemma":0.00049818616,"threshold_uncertainty_score":0.97791034},"labels":[],"label_agreement":null},{"id":"W1918856841","doi":"10.1111/dewb.12013","title":"The Ethics of Engaged Presence: A Framework for Health Professionals in Humanitarian Assistance and Development Work","year":2012,"lang":"en","type":"article","venue":"Developing World Bioethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":46,"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":"Health professionals; Work (physics); Engineering ethics; Political science; Sociology; Nursing; Environmental ethics; Public relations; Health care; Medicine; Law; Engineering","score_opus":0.2030152469552833,"score_gpt":0.4562555305713017,"score_spread":0.25324028361601836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918856841","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":[0.2274342,0.03541374,0.03841623,0.68812037,0.004302625,0.00554362,0.000029001152,0.00017057433,0.0005696716],"genre_scores_gemma":[0.80660844,0.00049822184,0.17848547,0.013701145,0.00014597659,0.00013284525,0.000019102132,0.000021257172,0.0003875159],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99723464,0.0006637632,0.0007082223,0.00020914235,0.0004429806,0.00074125314],"domain_scores_gemma":[0.9898237,0.009205493,0.00026494692,0.0002220791,0.00024813553,0.00023563264],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014545947,0.000157681,0.00037295258,0.0001349004,0.0010911544,0.000017076452,0.000108458364,0.00027532782,0.000003103474],"category_scores_gemma":[0.0075501124,0.000112402835,0.000034394347,0.00059125776,0.00027071117,0.000054271844,0.00007257583,0.0024420214,0.0000020171178],"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":[0.00093420746,0.0002688915,0.38821465,0.004140811,0.00007200422,0.0000033922645,0.05423836,6.287091e-7,0.0000041790468,0.5251049,0.005828687,0.021189317],"study_design_scores_gemma":[0.0007394053,0.00006304958,0.7339568,0.0086377645,0.0000100619845,0.0000057271945,0.006086165,0.000007745022,0.0003159905,0.0068279253,0.24303319,0.0003161638],"about_ca_topic_score_codex":0.000035537996,"about_ca_topic_score_gemma":0.0010422145,"teacher_disagreement_score":0.67441916,"about_ca_system_score_codex":0.00020856368,"about_ca_system_score_gemma":0.0030448155,"threshold_uncertainty_score":0.9998594},"labels":[],"label_agreement":null},{"id":"W1924878379","doi":"10.7326/m15-1068","title":"Global Noncommunicable Disease Research: Opportunities and Challenges","year":2015,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"National Cancer Institute; Fogarty International Center; National Institute on Aging","keywords":"Medicine; Disease; Global health; Intensive care medicine; Environmental health; Public health; Internal medicine; Pathology","score_opus":0.6824863004177734,"score_gpt":0.509919017074607,"score_spread":0.1725672833431664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1924878379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36853585,0.17608318,0.000010136341,0.27730283,0.00036571603,0.00023400284,0.000025131963,0.000038502076,0.17740464],"genre_scores_gemma":[0.9336471,0.05988097,0.000050253144,0.005243127,0.0002993033,0.0000071359955,0.000008399245,0.000008251503,0.0008554521],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981652,0.00017709442,0.00038357027,0.00016531163,0.00070054125,0.0004082861],"domain_scores_gemma":[0.9968349,0.00023983725,0.00008165575,0.00037679062,0.00088411686,0.0015827313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00256319,0.00011575795,0.00042567612,0.00015374566,0.00003794995,0.00000426416,0.00014787048,0.000053827083,0.000062436135],"category_scores_gemma":[0.0021250641,0.00008233713,0.000045730685,0.00013253921,0.0006077,0.000077178396,0.00014223086,0.000185395,0.000009244036],"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":[0.010171861,0.0007028677,0.08413569,0.002464828,0.0002450805,0.0022200977,0.0022408583,0.0000012690415,0.000022012955,0.067177765,0.6319967,0.19862096],"study_design_scores_gemma":[0.0032698603,0.0049089226,0.111204386,0.005664315,0.000063978376,0.00035208632,0.01388967,0.00016087899,0.00006174216,0.019140443,0.8410867,0.00019704577],"about_ca_topic_score_codex":0.0012870398,"about_ca_topic_score_gemma":0.000044308246,"teacher_disagreement_score":0.5651113,"about_ca_system_score_codex":0.000030667758,"about_ca_system_score_gemma":0.00030573283,"threshold_uncertainty_score":0.33576107},"labels":[],"label_agreement":null},{"id":"W1934155086","doi":"","title":"Internships at the World Health Organization, leader in international public health","year":2010,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Global Health and Surgery","field":"Medicine","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":"Internship; Public health; Medicine; Nursing; Medical education","score_opus":0.0680886302364731,"score_gpt":0.3845685421548554,"score_spread":0.3164799119183823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934155086","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":[0.17655766,0.00061460293,0.00048820974,0.81779915,0.0028329506,0.00023960273,0.0000112996595,0.00002770854,0.0014288434],"genre_scores_gemma":[0.9153519,0.00069610204,0.00037650406,0.078571565,0.002215784,0.0000039449874,0.00024883472,0.000028724766,0.0025066272],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994698,0.00028878986,0.001593935,0.00025625943,0.0023892403,0.00077381235],"domain_scores_gemma":[0.9960532,0.0003905718,0.00062385725,0.00027432438,0.00058147823,0.0020765727],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007859045,0.0002052288,0.00073499786,0.00050087634,0.00023868449,0.000017150007,0.0004818702,0.000147901,0.010228284],"category_scores_gemma":[0.010221767,0.000116021525,0.0000955632,0.0008882221,0.00071387575,0.00010188999,0.00012577692,0.002312102,0.000049717964],"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":[0.00011390701,0.00032716157,0.32346097,0.0001457099,0.0000630898,0.00012505741,0.0026232623,6.5450416e-7,0.000058124555,0.0010556733,0.57512194,0.096904464],"study_design_scores_gemma":[0.0060978024,0.00040970938,0.33266166,0.0012981723,0.000012870806,0.004970701,0.0024522971,0.00015570216,0.000026725505,0.00018581667,0.65159255,0.00013600633],"about_ca_topic_score_codex":0.0004708908,"about_ca_topic_score_gemma":0.0042721406,"teacher_disagreement_score":0.7392276,"about_ca_system_score_codex":0.00045313212,"about_ca_system_score_gemma":0.0029021273,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W1935998640","doi":"","title":"A Guide for Navigating India for Future Global Health Teams","year":2013,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Perspective (graphical); Medical education; Work (physics); Global health; Medicine; Psychology; Nursing; Engineering; Computer science; Public health","score_opus":0.020185478672759775,"score_gpt":0.39988783018773344,"score_spread":0.37970235151497367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935998640","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":[0.22100376,0.0077771996,0.02352716,0.735986,0.00512137,0.0037956203,0.000279011,0.00011851401,0.0023913942],"genre_scores_gemma":[0.66371846,0.0028322372,0.09226421,0.19617939,0.04119392,0.00045190798,0.0015767915,0.0001492756,0.0016338076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949532,0.00009435668,0.001784348,0.00030773217,0.0017687102,0.0010916186],"domain_scores_gemma":[0.99481106,0.00039584743,0.0007003555,0.00021727735,0.00093813264,0.0029373514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037791373,0.00028804754,0.0012271962,0.00007983494,0.00029301975,0.000013682318,0.0002786893,0.00032913676,0.0006523849],"category_scores_gemma":[0.0055477284,0.0001826704,0.0003469651,0.00028648402,0.00034395425,0.0001028381,0.000038343725,0.0008441864,0.000013307976],"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":[0.000211447,0.000114926486,0.006301545,0.0006182745,0.00007647578,0.000023394901,0.0003569397,3.6091853e-7,0.000024447587,0.0003649986,0.53506416,0.45684305],"study_design_scores_gemma":[0.030808361,0.007920852,0.08373363,0.009312068,0.00024433516,0.0069008754,0.013485744,0.0014225239,0.000040104922,0.005574693,0.8401172,0.00043957666],"about_ca_topic_score_codex":0.0006979656,"about_ca_topic_score_gemma":0.00003082729,"teacher_disagreement_score":0.5398066,"about_ca_system_score_codex":0.00043536068,"about_ca_system_score_gemma":0.0030008545,"threshold_uncertainty_score":0.7449083},"labels":[],"label_agreement":null},{"id":"W1945826548","doi":"10.1200/jco.2014.59.4747","title":"Volunteering in Honduras: Results and Reflections","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Health Volunteers Overseas","keywords":"Medicine; Cancer; Family medicine; Population; Cervix; Breast cancer; Cervical cancer; Environmental health; Internal medicine","score_opus":0.349936773152367,"score_gpt":0.5717843468754239,"score_spread":0.2218475737230569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1945826548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612171,0.0006367664,0.000032807802,0.019030826,0.0019761685,0.00005907805,9.920755e-7,0.000005203564,0.017041069],"genre_scores_gemma":[0.99257183,0.0005686201,0.0025963928,0.0031174181,0.000843591,5.8887935e-7,4.9374665e-7,0.000004145327,0.00029690642],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766916,0.00019970641,0.0017115852,0.00008538556,0.00015831254,0.0001758494],"domain_scores_gemma":[0.99734795,0.0011333575,0.00051177584,0.000073817384,0.00026224623,0.00067087484],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005397561,0.00004929139,0.00070916134,0.000120686294,0.000012586681,0.0000026864552,0.000034417095,0.00022035222,0.000004993807],"category_scores_gemma":[0.015080487,0.000035458434,0.00009572361,0.00013421223,0.00006831133,0.00006300081,0.00001884907,0.00072620995,0.00000810727],"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":[0.027584374,0.0017864963,0.58699834,0.00005998532,0.00010005091,0.003842969,0.00061042403,0.000032395088,0.00007892837,0.00026124623,0.13504885,0.24359591],"study_design_scores_gemma":[0.009060824,0.0067252116,0.48508835,0.000111016685,0.000037679773,0.0014911292,0.00035786198,0.000092047834,0.000004339783,0.0005935184,0.49639457,0.00004343364],"about_ca_topic_score_codex":0.00006973846,"about_ca_topic_score_gemma":0.00023441056,"teacher_disagreement_score":0.36134574,"about_ca_system_score_codex":0.00012989173,"about_ca_system_score_gemma":0.0016077386,"threshold_uncertainty_score":0.9932159},"labels":[],"label_agreement":null},{"id":"W1949954266","doi":"","title":"Explorando la currícula oculta sobre salud global / Commentary: Exploring the hidden curriculum of global health","year":2014,"lang":"es","type":"article","venue":"Medicina Social","topic":"Global Health and Surgery","field":"Medicine","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":"Humanities; Curriculum; Mentorship; Coursework; Sociology; Pedagogy; Political science; Medical education; Philosophy; Medicine","score_opus":0.027857516336986816,"score_gpt":0.34177325095263156,"score_spread":0.31391573461564476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1949954266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8116045,0.007882218,0.0003682392,0.15689407,0.008547046,0.0015714946,0.0005130322,0.000194811,0.01242461],"genre_scores_gemma":[0.97320503,0.0023706143,0.0000786335,0.01687864,0.007179175,0.00008890596,0.00014028014,0.00003993937,0.00001879817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927198,0.0017365334,0.0014389924,0.0006363467,0.0017818637,0.0016864107],"domain_scores_gemma":[0.9969437,0.00049782544,0.0007310043,0.00057993096,0.0002819962,0.000965547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00372622,0.0006210906,0.0017904316,0.000053833395,0.0008563391,0.00005442545,0.0005668359,0.00030513742,0.00007719662],"category_scores_gemma":[0.0007907488,0.00045141712,0.0005172348,0.0010596534,0.000932999,0.00019572908,0.0002624015,0.00079001085,0.00008192797],"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":[0.00060293847,0.0007749978,0.28553426,0.0016528666,0.0002866475,0.00006265449,0.0035254674,9.113365e-7,0.000003147504,0.02962664,0.36079043,0.31713903],"study_design_scores_gemma":[0.012932602,0.0016653098,0.43779644,0.0033813198,0.00079518324,0.00012908042,0.023788992,0.00027226718,0.000010196082,0.0032096803,0.51527286,0.00074606895],"about_ca_topic_score_codex":0.0084130075,"about_ca_topic_score_gemma":0.00028661973,"teacher_disagreement_score":0.31639296,"about_ca_system_score_codex":0.001317972,"about_ca_system_score_gemma":0.001093879,"threshold_uncertainty_score":0.99979377},"labels":[],"label_agreement":null},{"id":"W1952456686","doi":"","title":"Light of spirit.","year":2002,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Pneumocystis carinii; Pneumonia; Retinitis; Cytomegalovirus retinitis; Medicine; Cytomegalovirus; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Virology; Pathology; Internal medicine; Virus; Herpesviridae; Viral disease; Human cytomegalovirus","score_opus":0.010507617112239381,"score_gpt":0.24805534671805216,"score_spread":0.23754772960581277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952456686","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":[0.3882503,0.0020239337,0.000021996875,0.44523916,0.0019560694,0.00014221322,0.000014659072,0.000021282198,0.16233039],"genre_scores_gemma":[0.96606064,0.00035104732,0.00007204823,0.03004325,0.0012819909,0.0000010416522,0.0000020011576,0.000007668705,0.002180292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811023,0.000054352367,0.00038369506,0.00006414045,0.0009765176,0.0004110725],"domain_scores_gemma":[0.9967285,0.00006691093,0.00013515503,0.00006349675,0.00031222496,0.0026937423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009824324,0.000055626235,0.00020977811,0.00014253311,0.00008456557,0.000009269896,0.000059811977,0.00024754443,0.013752073],"category_scores_gemma":[0.0020986164,0.00004777665,0.000095844574,0.00019003778,0.000011745579,0.00003865278,0.0000032681746,0.00051164423,0.000298504],"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":[0.000005301439,0.00003854874,0.14894755,0.000019672369,0.00003672562,0.0006003129,0.000094164396,1.10660054e-7,0.0000115880075,0.00029447282,0.80556536,0.044386167],"study_design_scores_gemma":[0.0006121841,0.00006041382,0.03916518,0.000086642074,0.000014573795,0.00066391967,0.000060380553,0.00011838275,0.000019882631,0.000050520513,0.95910215,0.000045796085],"about_ca_topic_score_codex":0.00088864384,"about_ca_topic_score_gemma":0.0030233406,"teacher_disagreement_score":0.57781035,"about_ca_system_score_codex":0.00051154714,"about_ca_system_score_gemma":0.0012564118,"threshold_uncertainty_score":0.9871495},"labels":[],"label_agreement":null},{"id":"W1963861895","doi":"10.1007/s00268-009-0261-6","title":"Key Concepts for Estimating the Burden of Surgical Conditions and the Unmet Need for Surgical Care","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":156,"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; Public health; Health care; Population; Surgical procedures; Quality of life (healthcare); Intensive care medicine; Surgery; Nursing; Environmental health","score_opus":0.030043377212298203,"score_gpt":0.35124471387167555,"score_spread":0.32120133665937733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963861895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91637915,0.01212201,0.00033015787,0.06712054,0.001164475,0.0010939003,0.00010155222,0.000018254732,0.0016699566],"genre_scores_gemma":[0.996814,0.00020868557,0.0009900886,0.00063140097,0.001174114,0.000012639158,0.000016869824,0.000010035389,0.00014216916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824333,0.00013406319,0.00088543206,0.000103175036,0.00029988418,0.00033413322],"domain_scores_gemma":[0.99026656,0.008369786,0.0004978071,0.00014030754,0.0005063779,0.00021915422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022153223,0.00012812871,0.00077424047,0.00015861014,0.00022355965,0.00002049375,0.00007853836,0.00005683597,0.000035300436],"category_scores_gemma":[0.0006895144,0.00006643263,0.0005313599,0.00024549058,0.00027651925,0.000066996756,0.00001116805,0.00023516397,4.3862346e-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":[0.066502154,0.0009116503,0.05638948,0.0036099511,0.001459343,0.0020015864,0.014037192,0.0030294785,0.0002750267,0.10833389,0.5643251,0.17912512],"study_design_scores_gemma":[0.05153875,0.0012753734,0.024938362,0.004982043,0.0018800608,0.010216302,0.016502902,0.010438325,0.00047417593,0.012495455,0.86443466,0.00082358887],"about_ca_topic_score_codex":0.000017698918,"about_ca_topic_score_gemma":0.0000023715354,"teacher_disagreement_score":0.30010954,"about_ca_system_score_codex":0.000036539954,"about_ca_system_score_gemma":0.000306859,"threshold_uncertainty_score":0.27090442},"labels":[],"label_agreement":null},{"id":"W1964621776","doi":"10.1016/j.jmir.2008.04.008","title":"Une expérience clinique à Bruxelles","year":2008,"lang":"fr","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Global Health and Surgery","field":"Medicine","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 Moncton","funders":"","keywords":"Humanities; Art; Political science; Sociology","score_opus":0.03186686896455112,"score_gpt":0.3799067542836837,"score_spread":0.3480398853191326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964621776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44420856,0.29427832,0.0023802547,0.24933685,0.008408833,0.000061466984,0.0000019157173,0.000009110171,0.0013147037],"genre_scores_gemma":[0.8343725,0.15546027,0.0007629774,0.006261635,0.002798686,4.6970425e-7,3.8041492e-7,0.0000040221034,0.00033904344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964274,0.00020332244,0.0008582659,0.0001757835,0.0018629227,0.0004723023],"domain_scores_gemma":[0.9971134,0.00094073825,0.00044825595,0.000067856956,0.00020384416,0.0012258682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059845643,0.00011254783,0.00036992252,0.00019629413,0.00040817776,0.000040655403,0.00020888312,0.00011562232,0.00019983889],"category_scores_gemma":[0.0038444581,0.00007942813,0.0000990196,0.0006194036,0.002211197,0.00045183164,0.000028007726,0.00050041004,0.000016813974],"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":[0.00004937962,0.00017901427,0.20498778,0.00011739116,0.000016096681,0.0018104522,0.0027234822,0.000025151658,0.000020822055,0.0010943656,0.13948298,0.6494931],"study_design_scores_gemma":[0.002936458,0.00070612406,0.33031368,0.0032028086,0.00009347911,0.03917856,0.011021565,0.043820214,0.000104478175,0.001545627,0.56677854,0.00029844473],"about_ca_topic_score_codex":0.00031930435,"about_ca_topic_score_gemma":0.000004877801,"teacher_disagreement_score":0.64919466,"about_ca_system_score_codex":0.00005223552,"about_ca_system_score_gemma":0.0026909278,"threshold_uncertainty_score":0.81472474},"labels":[],"label_agreement":null},{"id":"W1964844402","doi":"10.1016/j.amjmed.2012.07.028","title":"Collaboration: Another Global Health Rule of Engagement?","year":2013,"lang":"en","type":"letter","venue":"The American Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"TRIPS architecture; Medicine; Public relations; Work (physics); Investment (military); Value (mathematics); Political science; Law; Computer science","score_opus":0.023789560159664713,"score_gpt":0.3514908815744001,"score_spread":0.3277013214147354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964844402","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":[0.010937103,0.005318826,0.00018342145,0.979871,0.001124334,0.00040244762,0.000032746357,0.000011360507,0.0021187623],"genre_scores_gemma":[0.027210299,0.0021875636,0.00054579135,0.9605943,0.0086351475,0.000004525119,0.000030015792,0.000032012736,0.00076034525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959624,0.00069303735,0.0014182545,0.0001600964,0.001261362,0.0005048764],"domain_scores_gemma":[0.99463916,0.00035137965,0.0034334124,0.000479047,0.00082921947,0.00026777227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023180568,0.00027386902,0.0018963485,0.00018510416,0.00007936607,0.0000076283336,0.00031543826,0.0001067591,0.00068211695],"category_scores_gemma":[0.0003395592,0.000144858,0.0001835263,0.00071143085,0.0009922752,0.000053120828,0.000030349458,0.0014413712,0.000032038486],"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":[0.00034186046,0.000038532067,0.000699548,0.00025510814,0.00021403155,0.00019605109,0.00028706458,0.0000010622289,0.00001891515,0.000024677738,0.96865284,0.02927032],"study_design_scores_gemma":[0.0016741164,0.0047312095,0.0042337826,0.0013335488,0.00025504277,0.0010873046,0.0012571729,0.0000043867617,0.0000060305633,0.00027838035,0.98503226,0.000106740066],"about_ca_topic_score_codex":0.00061161176,"about_ca_topic_score_gemma":0.0000033309418,"teacher_disagreement_score":0.02916358,"about_ca_system_score_codex":0.00035653243,"about_ca_system_score_gemma":0.0017993645,"threshold_uncertainty_score":0.7468702},"labels":[],"label_agreement":null},{"id":"W1965802029","doi":"10.1097/acm.0b013e3182a6a7ce","title":"Educational Objectives for International Medical Electives","year":2013,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"IMes; Scopus; Medical education; MEDLINE; Curriculum; Inclusion (mineral); Categorization; Set (abstract data type); Medicine; Psychology; Family medicine; Political science; Pedagogy; Computer science","score_opus":0.08397152851593263,"score_gpt":0.4865195320687535,"score_spread":0.40254800355282083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965802029","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":[0.000007507646,0.9714484,0.0002370127,0.013535311,0.004653205,0.0021191316,0.000034634835,0.000061475046,0.007903284],"genre_scores_gemma":[0.00001626458,0.9687327,0.00014942922,0.0035267405,0.0126618,0.0011377854,0.0011853995,0.00006255521,0.012527281],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612796,0.00012324758,0.0013844083,0.00062787865,0.0010956891,0.00064082496],"domain_scores_gemma":[0.99521977,0.0025093688,0.00049158145,0.00028638192,0.00052823214,0.00096465135],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013184437,0.0004687648,0.0022594342,0.00050915865,0.000085465,0.000004641581,0.0004303635,0.0012034029,0.0043504904],"category_scores_gemma":[0.014320263,0.0003068947,0.00035571266,0.00035097526,0.00030900838,0.00008488364,0.000068992194,0.0017313377,0.00027790837],"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":[0.0000327106,0.000025223817,0.00006514623,0.008797222,0.0002542755,0.000005191745,0.0001111421,3.5690635e-9,3.261301e-7,0.003696813,0.32578623,0.66122574],"study_design_scores_gemma":[0.0007948663,0.00018062883,0.000057609846,0.027249498,0.0005812843,0.0005515068,0.00008858939,0.000013745214,2.500284e-7,0.001862766,0.968404,0.0002152332],"about_ca_topic_score_codex":0.000040275263,"about_ca_topic_score_gemma":0.0000010873932,"teacher_disagreement_score":0.6610105,"about_ca_system_score_codex":0.00040604136,"about_ca_system_score_gemma":0.0035883647,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W1966316993","doi":"10.1007/s00268-014-2855-x","title":"Operative Procedures in the Elderly in Low‐Resource Settings: A Review of Médecins Sans Frontières Facilities","year":2014,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre","funders":"","keywords":"Medicine; Abdominal surgery; Vascular surgery; Population; Cardiothoracic surgery; Developing country; American society of anesthesiologists; Surgery; Cardiac surgery; General surgery; Environmental health","score_opus":0.03882159046369985,"score_gpt":0.34554703809686627,"score_spread":0.3067254476331664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966316993","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":[0.00039826712,0.99486285,0.0000021591306,0.0019962506,0.00028695338,0.00089149794,0.000041265917,0.0000061163364,0.0015146191],"genre_scores_gemma":[0.0005994083,0.9953202,0.00004152449,0.0030667628,0.00035701145,0.000042421765,0.000025909127,0.00003258608,0.00051419734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930643,0.0013218129,0.0038825588,0.00027135364,0.0008596075,0.0006003972],"domain_scores_gemma":[0.9929099,0.004119466,0.0020410458,0.00040423963,0.00030205052,0.00022328505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007895564,0.0004754908,0.005742236,0.0014259905,0.00004747459,0.00002399999,0.00033500086,0.00018140487,0.00013029398],"category_scores_gemma":[0.003918612,0.00027132392,0.0013942713,0.0012980215,0.00013958466,0.00011928684,0.000036667803,0.001429347,0.00000895206],"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":[0.000100714555,0.00023728504,0.0017224334,0.37189338,0.000109892426,0.00045604885,0.00044071555,0.0000010860867,5.130916e-8,0.0000297638,0.13067178,0.49433684],"study_design_scores_gemma":[0.00015447197,0.00006274948,0.00026597385,0.40303677,0.00016712587,0.00041212735,0.00021925407,2.8457302e-7,1.6199827e-7,0.000006939469,0.5955508,0.0001233663],"about_ca_topic_score_codex":0.000055053133,"about_ca_topic_score_gemma":0.00021225795,"teacher_disagreement_score":0.4942135,"about_ca_system_score_codex":0.00020673184,"about_ca_system_score_gemma":0.002766466,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W1966334428","doi":"10.3402/gha.v7.23594","title":"Considerations for preparing a randomized population health intervention trial: lessons from a South African–Canadian partnership to improve the health of health workers","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Vancouver Coastal Health; University of British Columbia","funders":"Canadian Institutes of Health Research; International Development Research Centre; United States Agency for International Development","keywords":"Randomized controlled trial; Population; Medicine; Psychological intervention; Global health; Confidentiality; Nursing; Public relations; Family medicine; Medical education; Public health; Environmental health; Political science","score_opus":0.0839193193917306,"score_gpt":0.4229201315894824,"score_spread":0.3390008121977518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966334428","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":[0.11744245,0.0037660624,0.08743432,0.7428842,0.00674722,0.038983047,0.0012810936,0.00045778134,0.0010038193],"genre_scores_gemma":[0.9671312,0.00012946676,0.002220139,0.028805787,0.00042254583,0.00067122997,0.0005527574,0.000027399396,0.000039476432],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9928053,0.0023431873,0.0023581893,0.0006366104,0.00048365165,0.001373087],"domain_scores_gemma":[0.9945957,0.00082457036,0.0018570231,0.0005658776,0.00022636946,0.0019304521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0106832385,0.00029992202,0.0017026355,0.0003506527,0.0010471158,0.00005489216,0.00009714551,0.00014877712,0.000016368831],"category_scores_gemma":[0.002367268,0.00024894695,0.00044383202,0.00072943204,0.00006994124,0.00012674864,0.000023332248,0.00028207354,0.000010479693],"study_design_candidate":"randomized_trial","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":[0.31710336,0.00069964165,0.0062225177,0.0032414945,0.00028170942,5.3684494e-7,0.005272112,0.00036099073,0.0000013628498,0.021302732,0.118691996,0.52682155],"study_design_scores_gemma":[0.7310277,0.018412512,0.108025715,0.0049952334,0.00025212896,0.000054322813,0.013507074,0.01603341,0.000009385332,0.057108235,0.049461853,0.0011124365],"about_ca_topic_score_codex":0.5676141,"about_ca_topic_score_gemma":0.2570853,"teacher_disagreement_score":0.84968877,"about_ca_system_score_codex":0.0034749804,"about_ca_system_score_gemma":0.0058419956,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W1966679658","doi":"10.1002/hpm.1031","title":"Research capacity strengthening: donor approaches to improving and assessing its impact in low‐ and middle‐income countries","year":2010,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Global Health and Surgery","field":"Medicine","cited_by":46,"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; Wellcome Trust","keywords":"Low and middle income countries; Economics; Capacity development; Development economics; Economic growth; Developing country; Environmental economics","score_opus":0.16954088288825364,"score_gpt":0.41869571093545155,"score_spread":0.2491548280471979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966679658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826477,0.0015396078,0.00009835801,0.01493895,0.00027064612,0.00022622765,0.0000037334057,0.0000047644435,0.0002700037],"genre_scores_gemma":[0.9975168,0.00040879607,0.0010821362,0.00079866126,0.00014648146,0.0000039755478,0.0000011608306,0.0000059342956,0.000036064044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985758,0.00010071975,0.0004242115,0.00012497579,0.00046891483,0.0003053634],"domain_scores_gemma":[0.99908453,0.00029434302,0.00018263851,0.000069653564,0.00012550008,0.00024336221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00539829,0.00008564376,0.00022427358,0.0003942666,0.00017239466,0.00012685628,0.00010300747,0.000033652504,0.0000032981413],"category_scores_gemma":[0.00016410017,0.000055574692,0.000020200341,0.00009012997,0.00006320591,0.00013528323,0.000109607434,0.0005157733,5.276321e-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":[0.0028873843,0.00031252202,0.83869326,0.006266523,0.00048477264,0.0007424485,0.014284538,0.00044870083,0.00021286022,0.010818542,0.0013491707,0.12349926],"study_design_scores_gemma":[0.0013588591,0.0003771381,0.9851515,0.0041588917,0.000016402608,0.0006054406,0.0036247808,0.0021599063,0.000033599506,0.00038249936,0.0020345668,0.000096384836],"about_ca_topic_score_codex":0.00029362986,"about_ca_topic_score_gemma":0.00003451348,"teacher_disagreement_score":0.14645825,"about_ca_system_score_codex":0.000115962466,"about_ca_system_score_gemma":0.00014515503,"threshold_uncertainty_score":0.22662702},"labels":[],"label_agreement":null},{"id":"W1967595389","doi":"10.2202/1948-4682.1121","title":"The Soft Power of Solid Medicine","year":2010,"lang":"en","type":"article","venue":"World Medical & Health Policy","topic":"Global Health and Surgery","field":"Medicine","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":"Brock University","funders":"","keywords":"Diplomacy; Soft power; International Action; International community; Action (physics); State (computer science); Power (physics); Political science; Public health; Public relations; Public administration; Economic growth; Law; Medicine; Politics; Nursing; Computer science; Economics","score_opus":0.01847877980617066,"score_gpt":0.41999007236571545,"score_spread":0.40151129255954476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967595389","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":[0.042429317,0.0025647804,0.00005670042,0.91843987,0.0025002833,0.00065092195,0.000017967403,0.0001118199,0.033228327],"genre_scores_gemma":[0.8568672,0.00087241497,0.00012547651,0.13551475,0.0024342772,0.00002189075,0.000012115268,0.000026579268,0.004125312],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959686,0.00012825409,0.0011127784,0.00025919513,0.0013126766,0.0012185395],"domain_scores_gemma":[0.99537,0.0010649364,0.0002827928,0.00066276296,0.0001839381,0.0024355708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033741475,0.00019213735,0.00073092646,0.00028882257,0.00029521898,0.0000031014577,0.00025102505,0.00017085728,0.0013356477],"category_scores_gemma":[0.0073055387,0.00010939487,0.00012574194,0.0008665676,0.00092203775,0.000026002625,0.00006997205,0.0012205882,0.000099949364],"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":[0.00040955443,0.00029943133,0.006459626,0.00065007963,0.00004377171,0.000060722574,0.0008111669,8.0972015e-8,0.00014842687,0.11089399,0.69367784,0.1865453],"study_design_scores_gemma":[0.0013045362,0.00038684637,0.030627104,0.00038865572,0.000010834908,0.00013740173,0.00009581031,0.000040688683,0.000024112644,0.0015659325,0.96533746,0.00008062153],"about_ca_topic_score_codex":0.0037186337,"about_ca_topic_score_gemma":0.0027583037,"teacher_disagreement_score":0.81443787,"about_ca_system_score_codex":0.000103252874,"about_ca_system_score_gemma":0.00569648,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W1967983870","doi":"10.1007/s11999-015-4254-5","title":"What Factors Influence the Production of Orthopaedic Research in East Africa? A Qualitative Analysis of Interviews","year":2015,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Global Health and Surgery","field":"Medicine","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":"York University","funders":"","keywords":"Medicine; Qualitative research; Production (economics); Anthropology","score_opus":0.4348400220672752,"score_gpt":0.5681077609324745,"score_spread":0.13326773886519933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967983870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832207,0.008716165,0.0000017921499,0.0059557515,0.0005764759,0.00075867504,0.000006875674,0.000009499454,0.0007540563],"genre_scores_gemma":[0.98896676,0.010217457,0.000023272141,0.00003516662,0.00005387196,0.000023931478,0.000020185249,0.000012504652,0.00064682105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98928005,0.0057165674,0.0019108751,0.0005346137,0.0018716448,0.00068622665],"domain_scores_gemma":[0.98977304,0.0057556382,0.00028634968,0.00064562954,0.0028471448,0.0006922008],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.065042585,0.00013953746,0.00093511614,0.001533211,0.00012584764,0.000025144289,0.00022204715,0.0003774797,0.000024547264],"category_scores_gemma":[0.025106551,0.00007998922,0.00041190442,0.008334339,0.0026538519,0.0001871184,0.00026686015,0.0025944395,0.000009507244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002283027,0.0013739702,0.9111866,0.0006031514,0.001079612,0.00011600921,0.058248047,0.00008289901,0.000055464916,0.0012938905,0.0021278756,0.021549504],"study_design_scores_gemma":[0.0025498986,0.0036952354,0.7480985,0.0031805718,0.00055567664,0.00002230535,0.22835405,0.0021105479,0.00003208213,0.0038324194,0.0073328265,0.00023589196],"about_ca_topic_score_codex":0.00041297346,"about_ca_topic_score_gemma":0.00018977212,"teacher_disagreement_score":0.17010601,"about_ca_system_score_codex":0.00008517168,"about_ca_system_score_gemma":0.00096916145,"threshold_uncertainty_score":0.9997066},"labels":[],"label_agreement":null},{"id":"W1969187070","doi":"10.1186/1472-698x-11-s1-s1","title":"Taking down ‘the Ivory Tower’: leveraging academia for better health outcomes in Uganda","year":2011,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","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":"Ivory tower; Quarter (Canadian coin); Political science; Relevance (law); Face (sociological concept); Public relations; Population; Economic growth; Medicine; Sociology; Geography; Environmental health; Social science; Economics; Law","score_opus":0.09202933319844377,"score_gpt":0.3821887568791887,"score_spread":0.29015942368074493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969187070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778883,0.0006268999,0.00036627753,0.015723448,0.00086934166,0.0009464301,0.000025347816,0.000045408025,0.0035085503],"genre_scores_gemma":[0.96823627,0.000023472852,0.0011568535,0.02907094,0.00035487642,0.000064941196,0.00006279907,0.000012803349,0.0010170283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812675,0.00006444357,0.00065716665,0.00029714537,0.0002782949,0.0005762312],"domain_scores_gemma":[0.9989124,0.00016010915,0.00027566138,0.00014987592,0.000075995245,0.00042595356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089363777,0.00016020957,0.00038134484,0.00020292778,0.000506523,0.000018408386,0.0001318091,0.00011317188,0.00018970446],"category_scores_gemma":[0.00004348766,0.000105082494,0.00008833817,0.000055222463,0.00006383343,0.000101779195,0.000032942313,0.00043732507,0.000008479976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046306098,0.00016698749,0.9373438,0.00051094196,0.00003181604,0.0000105000745,0.0037460292,4.4805637e-7,0.0000013324328,0.044337172,0.0073587713,0.006029171],"study_design_scores_gemma":[0.00211051,0.00028942255,0.92894685,0.00035856265,0.0000054043853,0.000038239283,0.00012924138,0.00011574259,0.0000074206464,0.011847123,0.056016006,0.00013548585],"about_ca_topic_score_codex":0.004975869,"about_ca_topic_score_gemma":0.004813001,"teacher_disagreement_score":0.048657235,"about_ca_system_score_codex":0.00026497585,"about_ca_system_score_gemma":0.0003861906,"threshold_uncertainty_score":0.75220585},"labels":[],"label_agreement":null},{"id":"W1970088465","doi":"10.1016/j.aogh.2015.02.1034","title":"Career opportunities in global health: A snapshot of the current employment landscape","year":2015,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Publication; Public health; Publishing; Political science; Health policy; Health care; Medicine; Public relations; Law; Nursing; Geography","score_opus":0.23139032045497132,"score_gpt":0.4476631424825315,"score_spread":0.21627282202756015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970088465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8008451,0.054336622,0.000011628563,0.1322667,0.0016252154,0.001176528,0.0010483732,0.000035123343,0.008654729],"genre_scores_gemma":[0.9803706,0.0033833447,0.000047560014,0.01597209,0.00010345158,0.000013425386,0.00007755112,0.000007811935,0.000024194127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964302,0.00030461064,0.001176827,0.00026784578,0.0008789589,0.0009415545],"domain_scores_gemma":[0.9973258,0.000035493813,0.0005144124,0.0004824861,0.00043552776,0.0012063279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017651513,0.00021552491,0.00088367454,0.000055576053,0.0000588448,0.000005573083,0.00020344864,0.000077703044,0.00002258848],"category_scores_gemma":[0.00017276869,0.00015672158,0.0001935957,0.0006462564,0.00012849893,0.00006108835,0.00010691058,0.00020315395,0.00000500416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006575196,0.000648293,0.48331088,0.0009904209,0.000026599826,0.000011912737,0.00034154818,0.000015123769,1.1129071e-7,0.005902519,0.37559968,0.13249537],"study_design_scores_gemma":[0.0021218434,0.001986363,0.8583808,0.0017116128,0.000013780864,0.000055511788,0.0013251374,0.00005917963,0.000009749197,0.0032939734,0.1308583,0.0001837724],"about_ca_topic_score_codex":0.008425513,"about_ca_topic_score_gemma":0.0026647619,"teacher_disagreement_score":0.3750699,"about_ca_system_score_codex":0.0005612964,"about_ca_system_score_gemma":0.008935719,"threshold_uncertainty_score":0.99817747},"labels":[],"label_agreement":null},{"id":"W1971190043","doi":"10.1016/s0140-6736(15)60800-5","title":"Surgical need in an ageing population: a cluster-based household survey in Nepal","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre","funders":"Association for Academic Surgery","keywords":"Medicine; Verbal autopsy; Population; Informed consent; Disease; Environmental health; Cause of death","score_opus":0.16805583846119868,"score_gpt":0.35936367158814303,"score_spread":0.19130783312694435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971190043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536264,0.00011874377,0.000005326511,0.003361004,0.00015620897,0.00019319414,0.000013359387,0.000042675623,0.0007468579],"genre_scores_gemma":[0.99668044,0.000004478142,0.00006855426,0.0027196775,0.0003783719,0.0000073713622,0.00010363728,0.000009185974,0.000028283155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987245,0.00038713147,0.0002297022,0.00012363553,0.00018777637,0.00034722578],"domain_scores_gemma":[0.9992901,0.00018132669,0.000034806235,0.00029336775,0.000025114528,0.0001752717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022897318,0.00007532318,0.00035332027,0.00006920136,0.000019335084,0.000012438703,0.00008319001,0.000066079054,0.000008268804],"category_scores_gemma":[0.00020944286,0.00005165403,0.00002212337,0.00031318422,0.000019420126,0.00004648708,0.000015584372,0.00021301347,0.000008795029],"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":[0.001609068,0.000064483545,0.9945334,0.000021803053,0.0000010180914,0.00022971285,0.000099398814,0.0004499788,0.0000013343339,0.000030508118,0.0023608406,0.000598415],"study_design_scores_gemma":[0.004140144,0.0000769628,0.98981714,0.00006391104,0.0000022728038,0.000015730448,0.000036133126,0.004055842,0.0000014015249,0.000076991484,0.0016562835,0.00005719241],"about_ca_topic_score_codex":0.008138517,"about_ca_topic_score_gemma":0.00917956,"teacher_disagreement_score":0.004716304,"about_ca_system_score_codex":0.000082959596,"about_ca_system_score_gemma":0.000109365275,"threshold_uncertainty_score":0.9984664},"labels":[],"label_agreement":null},{"id":"W1971611106","doi":"10.1007/s00268-014-2544-9","title":"Injury, Disability and Access to Care in Rwanda: Results of a Nationwide Cross‐Sectional Population Study","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"Saudi Ophthalmological Society","keywords":"Medicine; Population; Epidemiology; Cross-sectional study; Injury prevention; Environmental health; Health care; Public health; Occupational safety and health; Poison control; Nursing","score_opus":0.04214850720552743,"score_gpt":0.3787191780964179,"score_spread":0.3365706708908905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971611106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979519,0.00013028625,0.000007816193,0.0008583728,0.0005866388,0.00021935857,0.000014040124,0.0000048644615,0.00022668557],"genre_scores_gemma":[0.9994362,0.0000137443,0.000046861605,0.00022468226,0.0002337944,0.0000032007965,0.000008454437,0.0000062755003,0.000026813059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793094,0.00016684277,0.0011335363,0.0001450425,0.00044825906,0.00017536759],"domain_scores_gemma":[0.9981208,0.0007471616,0.00037180667,0.00012885267,0.00041406215,0.00021735799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028479444,0.00008761175,0.00045323497,0.0004745071,0.00005531382,0.000025917636,0.000048743244,0.00003844716,0.000013498064],"category_scores_gemma":[0.0019228529,0.00007302907,0.000095303825,0.0005140735,0.000044354245,0.00021341223,0.000031684256,0.00019172471,6.306063e-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":[0.0037338093,0.00024679955,0.9832629,0.00011132426,0.000011099911,0.000008990788,0.00017754352,0.000052003954,0.000010569873,0.000008612895,0.00055160274,0.011824735],"study_design_scores_gemma":[0.00096061296,0.00017589492,0.9974065,0.00018915499,0.000011439819,0.000019063851,0.00009169243,0.000009657537,0.000031491392,0.00008037097,0.0009710088,0.00005311953],"about_ca_topic_score_codex":0.00050792797,"about_ca_topic_score_gemma":0.0014408719,"teacher_disagreement_score":0.014143585,"about_ca_system_score_codex":0.0001488338,"about_ca_system_score_gemma":0.00014122111,"threshold_uncertainty_score":0.2978039},"labels":[],"label_agreement":null},{"id":"W1975327253","doi":"10.4103/1357-6283.143745","title":"Pre-departure training and the social accountability of International Medical Electives","year":2014,"lang":"en","type":"review","venue":"Education for Health","topic":"Global Health and Surgery","field":"Medicine","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":"NOSM University; McMaster University","funders":"","keywords":"Accountability; Training (meteorology); Social accounting; Medical education; Psychology; Political science; Medicine; Business; Accounting; Geography; Law","score_opus":0.059867949616548934,"score_gpt":0.49698660645455983,"score_spread":0.4371186568380109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975327253","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":[0.0000644831,0.98021984,0.00009724381,0.015715,0.0014400302,0.001613164,0.000048978865,0.000015049067,0.0007862062],"genre_scores_gemma":[0.0010921991,0.9929506,0.0001272708,0.0032780848,0.001734094,0.0003103637,0.00032217582,0.000016157788,0.00016905279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829686,0.0002497054,0.0006916914,0.00021314742,0.0003241685,0.00022443008],"domain_scores_gemma":[0.9981786,0.0008155254,0.00048640723,0.0001294042,0.00017038363,0.00021969649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027880254,0.00013452227,0.0011708003,0.00007692348,0.00014479746,0.000007816562,0.00009911173,0.00021068234,0.000052800435],"category_scores_gemma":[0.0015270871,0.00008271633,0.00023185869,0.0001066948,0.00016176775,0.000023555727,0.000015690215,0.0003191089,0.0000014103723],"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":[0.00009125964,0.00009285369,0.00005671375,0.020511001,0.000040355488,1.8613653e-8,0.0014577562,2.0193547e-9,8.8233054e-10,0.0038802389,0.0154325375,0.95843726],"study_design_scores_gemma":[0.0004348235,0.000054759166,0.00059660897,0.0031721145,0.00007909456,0.000034023247,0.00025750918,0.0000074635914,7.719855e-9,0.00032816772,0.9949856,0.000049825063],"about_ca_topic_score_codex":0.00011346498,"about_ca_topic_score_gemma":0.00004031424,"teacher_disagreement_score":0.97955304,"about_ca_system_score_codex":0.00020774237,"about_ca_system_score_gemma":0.0108860545,"threshold_uncertainty_score":0.9947213},"labels":[],"label_agreement":null},{"id":"W1975994810","doi":"10.1007/s00268-007-9243-8","title":"Ethics of Surgical Training in Developing Countries","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Harm; Competence (human resources); Medicine; Developing country; Ethical issues; Vascular surgery; Medical education; Nursing; Engineering ethics; Cardiac surgery; Psychology; Surgery","score_opus":0.10074783677242029,"score_gpt":0.3714804466778682,"score_spread":0.27073260990544795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975994810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977946,0.003214912,0.00023124414,0.013633849,0.001070827,0.00005956074,0.0000014102078,0.000008401863,0.0038338192],"genre_scores_gemma":[0.9941448,0.0025461628,0.0008521919,0.002002394,0.00031066252,2.6641348e-7,0.0000013474723,0.000010666718,0.00013150982],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974221,0.00008996681,0.0013830448,0.00008197577,0.0005761121,0.0004468155],"domain_scores_gemma":[0.99450004,0.0043309405,0.00046354832,0.0000819339,0.00037165626,0.00025188955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010744885,0.00010243281,0.00074792944,0.0009399549,0.00003952834,0.0000055546257,0.0000478317,0.00011144252,0.00006149179],"category_scores_gemma":[0.0007349401,0.00008523224,0.00020164327,0.0007100062,0.00009498411,0.00009452296,0.000011784645,0.0007211584,0.0000026342602],"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":[0.002247559,0.00008640259,0.9567999,0.00061623694,0.000052947882,0.006760964,0.0018708728,0.0000074536283,0.000040011593,0.0073591713,0.0040229205,0.020135554],"study_design_scores_gemma":[0.0011332658,0.00005381163,0.39504433,0.0039263126,0.000031040006,0.0024883444,0.000996911,0.0000046139007,0.00082490774,0.00040254404,0.5949198,0.00017414535],"about_ca_topic_score_codex":0.000023627954,"about_ca_topic_score_gemma":0.00010449205,"teacher_disagreement_score":0.59089684,"about_ca_system_score_codex":0.00013640871,"about_ca_system_score_gemma":0.0022599162,"threshold_uncertainty_score":0.40089944},"labels":[],"label_agreement":null},{"id":"W1977274281","doi":"10.2174/187569211794728841","title":"Editorial (Asia-Pacific Health 2020 and Genomics without Borders: Co-Production of Knowledge by Science and Society Partnership for Global Personalized Medicine)","year":2011,"lang":"en","type":"article","venue":"Current pharmacogenomics and personalized medicine (Online)/Current pharmacogenomics and personalized medicine","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"General partnership; Genomics; Political science; Production (economics); Asia pacific; Global health; Personalized medicine; Public health; Economic growth; Medicine; Business; Genome; Biology; Bioinformatics; Genetics; Gene; International trade; Economics; Nursing","score_opus":0.10418228940071675,"score_gpt":0.4315457970912693,"score_spread":0.32736350769055256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977274281","genre_codex":"empirical","genre_gemma":"review","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":[0.48070928,0.46699744,0.00047771225,0.014613022,0.028915288,0.0051722666,0.0023086309,0.00017379606,0.0006325413],"genre_scores_gemma":[0.24005064,0.6987083,0.0013283077,0.004462146,0.05100646,0.0002689127,0.0034787797,0.000272422,0.00042403242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913112,0.00034996175,0.0023927637,0.0024325363,0.0015602144,0.0019533476],"domain_scores_gemma":[0.9923869,0.0005054471,0.0013876271,0.0005014812,0.0015577185,0.0036608716],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005999643,0.0014873175,0.0032474224,0.00050347624,0.0011466104,0.00004762786,0.00045850052,0.0003405323,0.00021694455],"category_scores_gemma":[0.00075290975,0.0012282325,0.0003371533,0.0010113948,0.00989192,0.00035897698,0.00025072278,0.0012326231,0.0000016710296],"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":[0.015897729,0.0022305725,0.017462278,0.013819404,0.0013517817,0.000013277374,0.05069812,4.979992e-7,0.06552365,0.003752332,0.6651736,0.16407678],"study_design_scores_gemma":[0.04217451,0.0018803853,0.0010083831,0.0021091055,0.002506853,0.00047813743,0.0109385075,0.003199427,0.000259067,0.0004776058,0.9337837,0.0011843051],"about_ca_topic_score_codex":0.00029573278,"about_ca_topic_score_gemma":0.00001322057,"teacher_disagreement_score":0.26861012,"about_ca_system_score_codex":0.0007649284,"about_ca_system_score_gemma":0.0025382054,"threshold_uncertainty_score":0.9997876},"labels":[],"label_agreement":null},{"id":"W1977811300","doi":"10.1097/acm.0b013e3182a7f815","title":"Lessons Learned About Coordinating Academic Partnerships From an International Network for Health Education","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Deliverable; Public relations; Business; Sociotechnical system; Political science; Knowledge management; Economics; Computer science; Management","score_opus":0.1592268112406101,"score_gpt":0.47344729173260097,"score_spread":0.31422048049199086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977811300","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":[0.46788314,0.0070296167,0.002208435,0.51483923,0.0037056154,0.001685623,0.000032723983,0.00020593232,0.0024096644],"genre_scores_gemma":[0.9081798,0.0036255529,0.0009736379,0.073872186,0.009166986,0.00031113945,0.0013074214,0.000041564617,0.0025216725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970043,0.00015872548,0.00097566604,0.00052327267,0.00049342244,0.0008446173],"domain_scores_gemma":[0.99722844,0.0006476377,0.00044755885,0.00032310336,0.0002825659,0.0010707065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018741192,0.00023975254,0.00061034696,0.00014869665,0.00020599755,0.00000843849,0.00028684718,0.00043514377,0.0005516512],"category_scores_gemma":[0.0018165162,0.00019877276,0.00006395621,0.00026795766,0.0001313735,0.0003100422,0.000038797574,0.0013492922,0.000088171415],"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":[0.00022969782,0.0000361079,0.123050995,0.0001505564,0.000056364763,0.0000012858112,0.0019442549,0.000008452032,0.00039096712,0.011652441,0.6244211,0.23805775],"study_design_scores_gemma":[0.0047813375,0.0008677368,0.24337877,0.004369553,0.00015323756,0.00007100367,0.0055146967,0.0068065,0.00006128347,0.043076903,0.69041985,0.0004991093],"about_ca_topic_score_codex":0.0012720125,"about_ca_topic_score_gemma":0.000019280928,"teacher_disagreement_score":0.44096708,"about_ca_system_score_codex":0.00026898578,"about_ca_system_score_gemma":0.00088042225,"threshold_uncertainty_score":0.8105718},"labels":[],"label_agreement":null},{"id":"W1977974680","doi":"10.3402/gha.v8.25709","title":"Gaps in studies of global health education: an empirical literature review","year":2015,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","cited_by":84,"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":"Association of Universities of Asia and the Pacific; University of Asia Pacific; University of the Pacific","keywords":"Global health; Health equity; Health education; Medicine; International health; Social determinants of health; Health policy; Empirical research; Political science; Public health; Economic growth; Medical education; Nursing","score_opus":0.11696626483135947,"score_gpt":0.5423982975069446,"score_spread":0.4254320326755851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977974680","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":[0.1496098,0.7535654,0.000027737722,0.08976219,0.003408701,0.001527476,0.00012704666,0.00010258741,0.0018690604],"genre_scores_gemma":[0.58661634,0.26289967,0.0020281854,0.14661126,0.0011114068,0.00009469959,0.00052790024,0.000017151258,0.00009343021],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969465,0.00045823038,0.0010280466,0.00038435962,0.0005258491,0.0006569968],"domain_scores_gemma":[0.9972308,0.00002507542,0.00039724942,0.00037611378,0.00058143504,0.0013892942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017301482,0.0002083193,0.0009336779,0.00006090235,0.00008177611,0.000008550524,0.00007658976,0.00013492577,0.00000746861],"category_scores_gemma":[0.00044957883,0.00017979059,0.00009007357,0.00152833,0.00005574742,0.00021981396,0.000026830894,0.0002577882,0.000024160152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00063453295,0.0010160574,0.13966437,0.017334739,0.000019446772,0.000015969517,0.00031385612,0.0000022271374,1.9333953e-7,0.0010805553,0.48975927,0.35015878],"study_design_scores_gemma":[0.0030534246,0.004833442,0.6748888,0.039134376,0.000055757308,0.0017998574,0.0033199713,0.00004837846,0.0000018543427,0.0072238203,0.26523805,0.0004022653],"about_ca_topic_score_codex":0.0012165962,"about_ca_topic_score_gemma":0.0012062374,"teacher_disagreement_score":0.53522444,"about_ca_system_score_codex":0.0047455556,"about_ca_system_score_gemma":0.010531451,"threshold_uncertainty_score":0.99907506},"labels":[],"label_agreement":null},{"id":"W1978840140","doi":"10.1503/cjs.027713","title":"Enhancing medical students’ education and careers in global surgery","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"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","funders":"","keywords":"Medicine; Medical education","score_opus":0.016974199392373726,"score_gpt":0.29769963102971425,"score_spread":0.28072543163734054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978840140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898319,0.0033458055,0.000024724792,0.0037280887,0.0022739293,0.00005933051,0.0000031401237,0.0000043058276,0.0007287275],"genre_scores_gemma":[0.9942594,0.0002598791,0.00003671502,0.0049062544,0.00048140754,0.000001729513,0.0000059859585,0.000009543061,0.000039050436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978317,0.00013611466,0.00076641835,0.00013248972,0.0006118588,0.000521404],"domain_scores_gemma":[0.9960607,0.0006856162,0.00018913505,0.00011981748,0.00021048167,0.0027341982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041340087,0.0001187665,0.00058463134,0.0005618982,0.000058973048,0.00003664877,0.00009014225,0.00014944997,0.00011904189],"category_scores_gemma":[0.003928973,0.000110781795,0.0001412256,0.0003680694,0.0000817779,0.000111592904,0.0000095239275,0.00027762481,0.0000053814792],"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":[0.000031514555,0.000032981694,0.9268924,0.00010163581,0.000013337381,0.00044006325,0.000058701375,3.0871337e-7,0.00000221765,0.000043591805,0.018432507,0.053950727],"study_design_scores_gemma":[0.000209996,0.000022443712,0.9692324,0.0012243111,0.00001983552,0.0016920335,0.00035509685,0.00000554786,0.000011327483,0.00010978117,0.027014459,0.00010278482],"about_ca_topic_score_codex":0.01052408,"about_ca_topic_score_gemma":0.03664268,"teacher_disagreement_score":0.053847943,"about_ca_system_score_codex":0.0004591519,"about_ca_system_score_gemma":0.01410413,"threshold_uncertainty_score":0.9960649},"labels":[],"label_agreement":null},{"id":"W1979575392","doi":"10.1016/j.ijsu.2014.01.021","title":"Burden, need, or backlog: A call for improved metrics for the global burden of surgical disease","year":2014,"lang":"en","type":"editorial","venue":"International Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Medicine; Metric (unit); Burden of disease; Intervention (counseling); Surgical procedures; Population; Disease burden; Disease; Risk analysis (engineering); Operations management; Surgery; Nursing; Environmental health","score_opus":0.03171473070211103,"score_gpt":0.3577875981273997,"score_spread":0.3260728674252886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979575392","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":[0.001460434,0.004935578,0.004771373,0.016556632,0.96741945,0.00092737837,0.0038106062,0.000019570927,0.000098962504],"genre_scores_gemma":[0.014614833,0.0046125217,0.0006471623,0.00047747043,0.97757226,0.00006655207,0.00066144497,0.000068577654,0.0012791664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508053,0.00010208226,0.002087648,0.0003053691,0.0018697956,0.0005545537],"domain_scores_gemma":[0.9668606,0.023534656,0.0020271456,0.00031337808,0.006556386,0.0007078715],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034592126,0.00037453612,0.001505379,0.00053501717,0.00007284532,0.00006740611,0.00062935805,0.00055736676,0.000070164664],"category_scores_gemma":[0.02188581,0.00022899064,0.0018371742,0.0003213868,0.000142287,0.000112309695,0.000089105626,0.0006044188,0.0000035055527],"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":[0.028293218,0.00015566446,0.0006904362,0.00059851626,0.0009838181,0.00028979775,0.000013324974,0.00003557383,0.000003296467,0.00008737339,0.9552434,0.013605551],"study_design_scores_gemma":[0.0033683435,0.00030680976,0.00016191808,0.000921334,0.00064776494,0.00020595128,0.000036538888,0.0012261452,0.000004657982,0.00034981073,0.9925666,0.00020414109],"about_ca_topic_score_codex":0.00023703538,"about_ca_topic_score_gemma":0.000009427376,"teacher_disagreement_score":0.03732316,"about_ca_system_score_codex":0.0005899628,"about_ca_system_score_gemma":0.005102875,"threshold_uncertainty_score":0.9863533},"labels":[],"label_agreement":null},{"id":"W1980325942","doi":"10.1016/j.actatropica.2011.07.004","title":"Knowledge and interests of Romanian medical students in parasitology, tropical and travel medicine","year":2011,"lang":"en","type":"article","venue":"Acta Tropica","topic":"Global Health and Surgery","field":"Medicine","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":"Tropical medicine; Context (archaeology); Graduation (instrument); Travel medicine; Malaria; Specialty; Medical education; Family medicine; Medicine; Remuneration; Quarter (Canadian coin); Alternative medicine; Psychology; Geography; Political science; Pathology","score_opus":0.037069612848171736,"score_gpt":0.3692761840876592,"score_spread":0.3322065712394875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980325942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938927,0.0011352211,0.000011113442,0.002122224,0.000205915,0.00017583411,0.0000013965852,0.000013051551,0.0024425387],"genre_scores_gemma":[0.9985918,0.00055909436,0.000113322385,0.0005826205,0.0000817005,0.0000064384767,0.0000032841601,0.000007891476,0.000053875036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873716,0.00007955416,0.00040887992,0.00022318927,0.00026858243,0.00028265634],"domain_scores_gemma":[0.999169,0.00013935535,0.00005217045,0.00015641136,0.00003363294,0.0004494581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017997177,0.000119101394,0.00051026035,0.00013683306,0.000020104713,0.0000019121198,0.00011579241,0.00017606046,0.00015545524],"category_scores_gemma":[0.0003634322,0.00008659592,0.000024457202,0.00010670655,0.0003906399,0.000029641606,0.00008428018,0.00024199364,0.0000045783145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003828128,0.00030058026,0.99238694,0.000175436,0.000022505954,0.00018345483,0.0011021337,1.5305678e-10,0.00007804795,0.0008745566,0.0009965423,0.0034969812],"study_design_scores_gemma":[0.002614967,0.0008035666,0.99423903,0.00035844996,0.00003107363,0.00022451341,0.00021217228,0.000014470969,0.00004335866,0.00014339786,0.0012547047,0.000060264036],"about_ca_topic_score_codex":0.0002828279,"about_ca_topic_score_gemma":0.00070949865,"teacher_disagreement_score":0.0046990677,"about_ca_system_score_codex":0.000020876278,"about_ca_system_score_gemma":0.00007751502,"threshold_uncertainty_score":0.35312793},"labels":[],"label_agreement":null},{"id":"W1980475343","doi":"10.1016/j.jpedsurg.2015.02.033","title":"The burden of waiting: DALYs accrued from delayed access to pediatric surgery in Kenya and Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Children's Hospital; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Burden of disease; Neurosurgery; Prioritization; Kenya; Disease burden; Pediatric surgery; Health care; Surgery; Pediatrics; Medical emergency; Emergency medicine; General surgery; Public health; Environmental health; Nursing; Population","score_opus":0.043620836804588344,"score_gpt":0.29647910099298075,"score_spread":0.2528582641883924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980475343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409635,0.008925038,0.000008711475,0.0041021686,0.0025500401,0.000181636,0.000030092215,0.000008722308,0.000097265736],"genre_scores_gemma":[0.98668176,0.0044165715,0.000054011372,0.00057668844,0.008195607,0.000004383863,0.000009543927,0.00002573982,0.00003568551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956969,0.0002696111,0.0019711624,0.00023150114,0.0011452468,0.0006855704],"domain_scores_gemma":[0.98859084,0.008037265,0.0011454017,0.000289828,0.00073186104,0.0012047915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004181006,0.00023761702,0.0011597172,0.0008467781,0.00008003175,0.000051774547,0.0002317549,0.00014080992,0.000021373362],"category_scores_gemma":[0.0067468346,0.00016950705,0.00024414738,0.001270489,0.000030325622,0.00023804148,0.00010802413,0.0004489262,0.0000023266637],"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":[0.00069230876,0.00004102946,0.6697439,0.000060625367,0.0000325853,0.00048392254,0.00009022373,0.00003948438,0.000003562055,9.286141e-7,0.32682317,0.0019882284],"study_design_scores_gemma":[0.0019877278,0.0001896807,0.972516,0.00016336195,0.00076206814,0.00025197587,0.001852799,0.0003601437,0.00007692059,0.00017410757,0.021082057,0.0005831573],"about_ca_topic_score_codex":0.2473314,"about_ca_topic_score_gemma":0.0260137,"teacher_disagreement_score":0.30574113,"about_ca_system_score_codex":0.00031439197,"about_ca_system_score_gemma":0.008623157,"threshold_uncertainty_score":0.99699706},"labels":[],"label_agreement":null},{"id":"W1981274987","doi":"10.1007/s00268-003-7331-y","title":"International Federation of Surgical Colleges and International Society of Surgery","year":2004,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Medicine; General surgery; Surgery","score_opus":0.043336864787666275,"score_gpt":0.3151959814877695,"score_spread":0.2718591167001032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981274987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97823155,0.0013540416,0.00009913805,0.016043609,0.002083795,0.00007250139,0.000021301305,0.000007978092,0.0020860839],"genre_scores_gemma":[0.99271333,0.005139056,0.00079130876,0.00037569154,0.00053653953,0.0000012100661,0.000019304201,0.000010346918,0.00041321854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978124,0.000040179948,0.0012379305,0.000117324686,0.00059410423,0.00019805157],"domain_scores_gemma":[0.9972216,0.0010061518,0.0007906008,0.00008607223,0.0006880493,0.00020752546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585556,0.00012083542,0.0006805343,0.0004914243,0.000045659177,0.000015704009,0.00006417952,0.000073738134,0.00014618368],"category_scores_gemma":[0.00024226164,0.0001028428,0.00052400044,0.0002893558,0.00013004098,0.00021256357,0.000029947727,0.00021606447,0.0000012545104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021324966,0.00069454685,0.88713086,0.00036401948,0.000514106,0.00031304258,0.0001738313,0.00006964261,0.001255001,0.0009887138,0.09128751,0.015076255],"study_design_scores_gemma":[0.0059069856,0.00018849959,0.69929296,0.004391407,0.00020947683,0.005561302,0.0007921823,0.0001980292,0.0082879085,0.0016161222,0.27307606,0.00047911043],"about_ca_topic_score_codex":0.00002994668,"about_ca_topic_score_gemma":0.0000051520396,"teacher_disagreement_score":0.18783791,"about_ca_system_score_codex":0.00013184368,"about_ca_system_score_gemma":0.00076360925,"threshold_uncertainty_score":0.41938078},"labels":[],"label_agreement":null},{"id":"W1981725350","doi":"10.1177/0094582x08329183","title":"Reflections on Medical Internationalism","year":2009,"lang":"en","type":"article","venue":"Latin American Perspectives","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Internationalism (politics); Political science; Political economy; Sociology; Law; Politics","score_opus":0.027178077266356637,"score_gpt":0.41341314720087324,"score_spread":0.3862350699345166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981725350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51070064,0.00014732422,0.00035079187,0.06726591,0.00016785032,0.00014793348,0.0000053960503,0.00017947808,0.42103466],"genre_scores_gemma":[0.9835618,0.00009639398,0.0010705941,0.01387482,0.00033555218,0.0000054951097,0.0000062750632,0.000006722274,0.001042361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989455,0.00003728919,0.00015162105,0.00021586537,0.00042428644,0.00022549288],"domain_scores_gemma":[0.99930775,0.000103688544,0.000056049776,0.00014649123,0.00009075648,0.0002952468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011509696,0.00009033595,0.00020754266,0.00012248715,0.00007282749,0.000007535849,0.00005189371,0.000035111414,0.0006547496],"category_scores_gemma":[0.0006042611,0.00007512011,0.000079280115,0.0003269923,0.00012864036,0.00002458747,0.0000069275097,0.00023283558,0.00009276611],"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":[0.001652139,0.0028185712,0.021753155,0.00002245755,0.000173407,0.0004616517,0.01439039,0.0000164758,0.00089206384,0.60841537,0.044198643,0.30520567],"study_design_scores_gemma":[0.00095470395,0.0021322814,0.9462942,0.00012330383,0.000022448281,0.00012835099,0.011593422,0.00031431625,0.00009627325,0.0034969589,0.034620684,0.00022309169],"about_ca_topic_score_codex":0.00018537114,"about_ca_topic_score_gemma":0.000023552442,"teacher_disagreement_score":0.924541,"about_ca_system_score_codex":0.00016469226,"about_ca_system_score_gemma":0.00015043665,"threshold_uncertainty_score":0.7169049},"labels":[],"label_agreement":null},{"id":"W1982202647","doi":"10.1007/s10734-009-9254-5","title":"Resource asymmetries and cumulative advantages: Canadian and US research universities and the field of global health","year":2009,"lang":"en","type":"article","venue":"Higher Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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":"Discipline; Field (mathematics); Political science; Higher education; Public relations; Resource (disambiguation); Global health; Economic growth; Sociology; Health care; Economics","score_opus":0.023743706488242478,"score_gpt":0.41679619021608166,"score_spread":0.3930524837278392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982202647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86752504,0.0087747695,7.327506e-7,0.10859332,0.000074067124,0.0002020319,0.000007378376,0.00000447666,0.014818193],"genre_scores_gemma":[0.99088776,0.0004908459,0.00005454099,0.007098115,0.000054041568,0.000001205454,0.0000068254426,0.0000014897122,0.0014051464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994174,0.000102914506,0.0000939751,0.000096332646,0.00011268974,0.00017664049],"domain_scores_gemma":[0.99929523,0.0002718722,0.00003068044,0.00008235683,0.00008370672,0.00023613566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041169988,0.0000437765,0.00012141825,0.00008190358,0.00015627927,0.000010594429,0.000018482457,0.00003779153,0.000011186871],"category_scores_gemma":[0.00006401116,0.000032515036,0.0000082266515,0.00021243302,0.00015090317,0.000043177835,0.000008303592,0.000087799366,4.2790563e-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":[0.0012501085,0.000093705334,0.50988567,0.00034037107,0.0000270551,0.000005376436,0.005419321,5.3456597e-7,0.0000024271844,0.28699878,0.12861457,0.06736208],"study_design_scores_gemma":[0.00041232214,0.00019764688,0.8927178,0.000077381046,0.0000070991628,0.000010150411,0.004450191,0.0000037209031,0.0000027556791,0.0020751131,0.10001997,0.000025896556],"about_ca_topic_score_codex":0.102871805,"about_ca_topic_score_gemma":0.0042200373,"teacher_disagreement_score":0.38283208,"about_ca_system_score_codex":0.00016721866,"about_ca_system_score_gemma":0.0011775063,"threshold_uncertainty_score":0.9031023},"labels":[],"label_agreement":null},{"id":"W1982569721","doi":"10.1007/s00268-011-1125-4","title":"Rwandan Surgical and Anesthesia Infrastructure: A Survey of District Hospitals","year":2011,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":118,"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 Anesthesiologists' Society; United States Agency for International Development","keywords":"Medicine; Referral; Specialty; Health care; Medical emergency; Developing country; Population; Family medicine; Environmental health","score_opus":0.03612835034185989,"score_gpt":0.2742434314310037,"score_spread":0.2381150810891438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982569721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939559,0.004481034,0.000007681994,0.00028550514,0.00026022334,0.00006987732,0.000007756974,0.0000072980347,0.0009247283],"genre_scores_gemma":[0.9984966,0.0009123948,0.00017785066,0.00015838907,0.00010439385,5.9097067e-7,0.0000058294763,0.000013555471,0.00013042732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803454,0.0001787863,0.0009654228,0.0001192553,0.0003796173,0.00032236232],"domain_scores_gemma":[0.99752,0.0008563972,0.00057270296,0.00015554183,0.00039554966,0.0004997759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022730215,0.00014852628,0.0008912126,0.00040539977,0.00003859634,0.000007917832,0.00006216179,0.0000743872,0.00027248994],"category_scores_gemma":[0.00045185088,0.000108461696,0.00021660038,0.0005221063,0.00014972025,0.00008874877,0.000016685697,0.00027945143,0.0000021818573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001252525,0.00009477017,0.96986526,0.000109144385,0.0000516533,0.0018186969,0.00006713066,1.3980362e-7,0.000009674367,0.00007011261,0.013136079,0.01352483],"study_design_scores_gemma":[0.0004883675,0.00012168505,0.9884646,0.00023800749,0.000046364017,0.0036336062,0.000022857712,0.000001560533,0.000104571314,0.00010762707,0.0066803615,0.00009039563],"about_ca_topic_score_codex":0.00022762627,"about_ca_topic_score_gemma":0.00001866154,"teacher_disagreement_score":0.018599352,"about_ca_system_score_codex":0.00003352453,"about_ca_system_score_gemma":0.00039854107,"threshold_uncertainty_score":0.44229394},"labels":[],"label_agreement":null},{"id":"W1983435940","doi":"10.1155/2014/728163","title":"Comparative Analysis: Potential Barriers to Career Participation by North American Physicians in Global Health","year":2014,"lang":"en","type":"article","venue":"International Journal of Family Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Toronto; University of British Columbia","funders":"","keywords":"Salary; Global health; Medicine; Career Pathways; Health care; Relocation; Health policy; Public relations; Specialty; Nursing; Medical education; Family medicine; Political science; Public health; Computer science","score_opus":0.02989505224009954,"score_gpt":0.398524904777884,"score_spread":0.36862985253778446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983435940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641149,0.00030050505,0.009227867,0.024527488,0.0008837768,0.00014028394,0.00004419421,0.000009412181,0.00075155986],"genre_scores_gemma":[0.9741625,0.00008139892,0.0002527221,0.024792118,0.00061284547,0.0000039758843,0.00006972617,0.0000048984843,0.00001979788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973542,0.00016751098,0.00089742907,0.00017288489,0.0010766817,0.00033126367],"domain_scores_gemma":[0.99774104,0.000066267996,0.0005471365,0.00011590959,0.00069953507,0.0008301217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069193274,0.00014235228,0.00085240224,0.00041789465,0.00003455676,0.000009318329,0.00018014271,0.00002461334,0.000026247706],"category_scores_gemma":[0.00034917318,0.00011352636,0.00014117753,0.0010249518,0.0001123786,0.000081981685,0.000015079092,0.00020788306,0.000006936775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020496896,0.00028902487,0.8767421,0.000019088377,0.0011875272,0.00013023612,0.0022840502,0.004212459,0.00039351027,0.00015869347,0.06537988,0.047153734],"study_design_scores_gemma":[0.0018211704,0.0013227903,0.9865447,0.00016863781,0.00020184334,0.000026461936,0.0018444536,0.0022868586,0.000012268637,0.000029638397,0.005654471,0.000086700384],"about_ca_topic_score_codex":0.0017481723,"about_ca_topic_score_gemma":0.0012628852,"teacher_disagreement_score":0.1098026,"about_ca_system_score_codex":0.0005467792,"about_ca_system_score_gemma":0.00036198745,"threshold_uncertainty_score":0.46294704},"labels":[],"label_agreement":null},{"id":"W1983637623","doi":"10.1097/00001888-200303000-00023","title":"Educational Effects of International Health Electives on U.S. and Canadian Medical Students and Residents","year":2003,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":362,"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":"Curriculum; Inclusion (mineral); MEDLINE; Family medicine; Medical education; Higher education; Medicine; Educational measurement; Psychology; Health care; Pedagogy; Political science","score_opus":0.03617967306624086,"score_gpt":0.4603450338401374,"score_spread":0.42416536077389655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983637623","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":[0.0008314307,0.98423916,0.0000010094284,0.011604347,0.0011684423,0.0009116681,0.000014284088,0.000007656877,0.0012219858],"genre_scores_gemma":[0.0008603028,0.9852508,0.000009086079,0.012057758,0.00068653334,0.000045792152,0.00012894114,0.00002529204,0.0009355426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641913,0.00025576612,0.0009111413,0.00042756647,0.001533343,0.0004530748],"domain_scores_gemma":[0.9961855,0.0010287724,0.0003530363,0.00017188214,0.000090369926,0.0021704792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017107311,0.00029807643,0.0016637726,0.00064495974,0.000067518544,0.0000034387506,0.0002340941,0.0005952319,0.00025060144],"category_scores_gemma":[0.0038581672,0.00021475526,0.0000575262,0.00024674262,0.00023995097,0.00002789292,0.00004770861,0.001325151,0.000011841894],"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":[0.000056223005,0.00005561868,0.021814184,0.0422926,0.00037892247,0.00011102414,0.00037047427,3.1457537e-9,1.5000244e-7,0.0022685744,0.1311213,0.80153096],"study_design_scores_gemma":[0.0011570903,0.0004196145,0.024040308,0.07653489,0.00022569948,0.0006399232,0.000035050594,6.048428e-7,1.417323e-7,0.00016713252,0.8966406,0.00013896114],"about_ca_topic_score_codex":0.008401877,"about_ca_topic_score_gemma":0.0005551539,"teacher_disagreement_score":0.80139196,"about_ca_system_score_codex":0.000413135,"about_ca_system_score_gemma":0.00527006,"threshold_uncertainty_score":0.99820125},"labels":[],"label_agreement":null},{"id":"W1983662389","doi":"10.1016/j.wneu.2014.07.040","title":"International Neurosurgical Volunteerism: A Temporal, Geographic, and Thematic Analysis of Foundation for International Education in Neurological Surgery Volunteer Reports","year":2014,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Queen's University","funders":"","keywords":"Subspecialty; Medicine; TRIPS architecture; Thematic analysis; Volunteer; Foundation (evidence); Medical education; Grounded theory; Qualitative research; Public relations; Family medicine; Social science; Sociology","score_opus":0.020205502787421236,"score_gpt":0.3068569824727845,"score_spread":0.28665147968536325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983662389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99024475,0.00006724366,0.00044110746,0.0039648884,0.0038725727,0.0004325003,0.00001343241,0.000055962337,0.0009075213],"genre_scores_gemma":[0.9951359,0.00013819775,0.00030224287,0.0031676698,0.00025423494,0.00010327058,0.0003819403,0.00002490046,0.0004916449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968982,0.0001727815,0.00144489,0.0006116246,0.0005013302,0.00037120408],"domain_scores_gemma":[0.996447,0.001918447,0.0005956444,0.00036245346,0.0004508345,0.00022557861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017011536,0.0002319999,0.00088137464,0.0026676492,0.000056783632,0.0000504439,0.00009415975,0.000104106286,0.00015613889],"category_scores_gemma":[0.0041587744,0.00021405147,0.00047804942,0.0013487802,0.00013033328,0.00018234907,0.00006035345,0.00023066891,0.0000019906922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005093341,0.0005172623,0.98108083,0.000103017344,0.00010249412,0.00004770894,0.000018003499,0.000032665124,0.00019243163,0.00029003428,0.0041293944,0.0129768],"study_design_scores_gemma":[0.00028941684,0.000058591406,0.91201115,0.000091933594,0.00021462352,0.0001234205,0.000007712259,0.015771726,0.000022265855,0.00030534895,0.07094881,0.00015501825],"about_ca_topic_score_codex":0.000103427745,"about_ca_topic_score_gemma":0.00008488945,"teacher_disagreement_score":0.06906972,"about_ca_system_score_codex":0.000029618772,"about_ca_system_score_gemma":0.00019795889,"threshold_uncertainty_score":0.8728765},"labels":[],"label_agreement":null},{"id":"W1984209485","doi":"10.4103/0300-1652.128146","title":"Anaesthesia in underdeveloped world: Present scenario and future challenges","year":2014,"lang":"en","type":"review","venue":"Nigerian Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Manitoba","funders":"","keywords":"SAFER; Improvisation; Medicine; Developing country; Developed country; Health care; Intensive care medicine; Environmental health; Economic growth; Economics; Computer science; Population","score_opus":0.047095030436776576,"score_gpt":0.36389153909792943,"score_spread":0.31679650866115283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984209485","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":[0.00002864626,0.9668577,0.000008645698,0.027669985,0.0011604538,0.00043995387,0.0000023245657,0.000025218833,0.0038071095],"genre_scores_gemma":[0.00002585856,0.9908425,0.00017107055,0.0020293584,0.006497895,0.000018674058,0.000024548503,0.000052360418,0.00033771625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995341,0.0007009737,0.0014102394,0.00043585862,0.0012269866,0.0008849138],"domain_scores_gemma":[0.99644953,0.00023038509,0.0003855661,0.00030389318,0.00008178931,0.0025488436],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030547103,0.00047076438,0.0029023502,0.0007180389,0.000114752635,0.000049152666,0.0002534324,0.000872673,0.0006447497],"category_scores_gemma":[0.00044088817,0.00031134856,0.00034015693,0.0004199547,0.00014296698,0.00004950651,0.000073758005,0.0028505914,0.000046742745],"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":[0.000038631377,0.00009939372,0.00008053901,0.011022772,0.000064654916,0.0028668607,0.00006109315,7.686628e-9,1.6777125e-9,0.00024177738,0.008904343,0.9766199],"study_design_scores_gemma":[0.0007644796,0.000109747714,0.0010096312,0.027242888,0.00013828115,0.0074457573,0.000049481172,0.0000036233112,4.8711497e-9,0.00010474156,0.96288276,0.00024861857],"about_ca_topic_score_codex":0.000010492352,"about_ca_topic_score_gemma":0.00016502994,"teacher_disagreement_score":0.9763713,"about_ca_system_score_codex":0.0002914381,"about_ca_system_score_gemma":0.0038041181,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W1986671384","doi":"10.3138/ptc.2012-54","title":"Physiotherapy beyond Our Borders: Investigating Ideal Competencies for Canadian Physiotherapists Working in Resource-Poor Countries","year":2013,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Disability Prevention and Rehabilitation; Canadian Physiotherapy Association; University of Toronto","funders":"","keywords":"Thematic analysis; Resource (disambiguation); Medicine; Human resources; Qualitative research; Medical education; Global health; Nursing; Psychology; Political science; Sociology; Social science; Public health","score_opus":0.013748039926610028,"score_gpt":0.2935552097976616,"score_spread":0.2798071698710516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986671384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160917,0.0048158932,0.00004432765,0.068792395,0.0008072197,0.0040305937,0.00013343191,0.000164406,0.0051200604],"genre_scores_gemma":[0.92052674,0.00019455233,0.00096916,0.0765991,0.0006265069,0.00030748642,0.00008966063,0.000111918744,0.0005748821],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670637,0.00008713828,0.000595667,0.0005523204,0.0005752397,0.0014832909],"domain_scores_gemma":[0.9980131,0.00021978955,0.00019287204,0.00042187853,0.00021477032,0.0009376082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024170436,0.0004487262,0.0007764253,0.00030169968,0.00040066574,0.00009701303,0.00023632873,0.00013996805,0.0001394971],"category_scores_gemma":[0.000048337828,0.00042365576,0.00014590264,0.0006289602,0.00008911456,0.00016810061,0.000012765152,0.0002955074,0.000010835543],"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":[0.00066540454,0.00021772165,0.08690266,0.001648758,0.00034673137,0.000066547684,0.002091048,0.00031978523,0.03633152,0.0017237088,0.8276629,0.042023197],"study_design_scores_gemma":[0.006955944,0.00045109598,0.13029395,0.0015030138,0.000018892018,0.000021820328,0.006037371,0.0077847117,0.002300261,0.0024010132,0.84082586,0.0014061023],"about_ca_topic_score_codex":0.98802614,"about_ca_topic_score_gemma":0.98577297,"teacher_disagreement_score":0.04339128,"about_ca_system_score_codex":0.0013488836,"about_ca_system_score_gemma":0.0060693584,"threshold_uncertainty_score":0.99982154},"labels":[],"label_agreement":null},{"id":"W1986746808","doi":"10.1097/acm.0b013e3180305acc","title":"Promoting Global Health: What Role Should Academic Health Centers Play?","year":2007,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Face (sociological concept); Academic medicine; Health care; Political science; Medicine; Medical education; Public relations; Sociology; Social science; Law","score_opus":0.04308161934167542,"score_gpt":0.420463166048205,"score_spread":0.37738154670652957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986746808","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":[0.0019931784,0.16863732,0.00011274699,0.09608609,0.72885066,0.0026704622,0.00023206293,0.0005196339,0.00089782465],"genre_scores_gemma":[0.0036009229,0.16431497,0.00006184289,0.069023006,0.7580748,0.00006710302,0.0035994542,0.00018251523,0.0010753901],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98280543,0.0005510351,0.0045530032,0.0019541369,0.00571103,0.004425355],"domain_scores_gemma":[0.988686,0.0018431062,0.0025370505,0.0010722326,0.00062671566,0.0052348454],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012953809,0.0014123213,0.004235732,0.0006677687,0.00046068119,0.0000265891,0.00092014816,0.0057489476,0.00019055541],"category_scores_gemma":[0.007653271,0.0011792928,0.00034974614,0.0013654918,0.00055566424,0.00045558484,0.00028853447,0.017159818,0.00020267432],"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":true,"study_design_scores_codex":[0.00065954175,0.000033437675,0.001188428,0.0031762177,0.00012012028,0.00011760726,0.0037487897,3.9028959e-7,0.000011701461,0.000069238406,0.9191264,0.071748145],"study_design_scores_gemma":[0.0040604505,0.0016988168,0.0005108181,0.027842442,0.00017316925,0.00028859195,0.0038099228,0.00004822074,0.000007747992,0.00041959112,0.9605224,0.0006178127],"about_ca_topic_score_codex":0.0032242173,"about_ca_topic_score_gemma":0.00008200173,"teacher_disagreement_score":0.071130335,"about_ca_system_score_codex":0.0051937243,"about_ca_system_score_gemma":0.009602298,"threshold_uncertainty_score":0.9998627},"labels":[],"label_agreement":null},{"id":"W1986797525","doi":"10.1371/journal.pntd.0000314","title":"TDR Thirty Years On: Taking Stock and Envisioning the Future for the Special Programme for Research and Training in Tropical Diseases","year":2008,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Public Health; University Health Network; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Mandate; Neglected tropical diseases; Strengths and weaknesses; Agency (philosophy); Political science; Work (physics); Medicine; Public relations; Economic growth; Geography; Medical education; Public health; Sociology; Psychology; Social science; Engineering; Nursing","score_opus":0.10826210709444409,"score_gpt":0.359246010887655,"score_spread":0.2509839037932109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986797525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98616534,0.004088216,0.00005839162,0.007015012,0.00016506799,0.0022963064,0.0001145557,0.00005672031,0.00004039925],"genre_scores_gemma":[0.99425113,0.00049780816,0.00021016272,0.0008426791,0.0035372823,0.0005596953,0.000034954443,0.000027110882,0.0000391625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778277,0.00015682986,0.00029749676,0.0004186881,0.0004985145,0.00084569864],"domain_scores_gemma":[0.9959698,0.0030990015,0.00005750911,0.00023120263,0.00012723028,0.00051527226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023605166,0.00018019443,0.0003730904,0.00010831786,0.0007142969,0.000060563216,0.000118918644,0.00010973267,0.000025892976],"category_scores_gemma":[0.0026511964,0.0001023668,0.000121689496,0.00032500864,0.00046682346,0.000054871012,0.000054417622,0.000429626,0.0000014124195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018112414,0.0022134818,0.5718289,0.0008237749,0.000250391,0.0003996914,0.0024782564,0.0000061794053,0.00024316793,0.011551643,0.0141543485,0.37793773],"study_design_scores_gemma":[0.0021581466,0.001047822,0.98385817,0.00019429505,0.000089284425,0.000022660488,0.0007211509,0.00095078355,0.0000037207114,0.0011852423,0.009659091,0.000109635745],"about_ca_topic_score_codex":0.000011429888,"about_ca_topic_score_gemma":0.00004637521,"teacher_disagreement_score":0.41202924,"about_ca_system_score_codex":0.00007276636,"about_ca_system_score_gemma":0.00034252543,"threshold_uncertainty_score":0.5493866},"labels":[],"label_agreement":null},{"id":"W1987002345","doi":"10.1227/01.neu.0000163429.92507.d4","title":"Neurosurgery at Tribhuvan University Teaching Hospital, Nepal","year":2005,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Tribhuvan University","keywords":"Medicine; Specialty; Neurosurgery; Developing country; Health care; Brain drain; Family medicine; Economic growth; Surgery","score_opus":0.013955621054372699,"score_gpt":0.24928937851034944,"score_spread":0.23533375745597673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987002345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726966,0.00022089758,0.000024442954,0.00881235,0.002216145,0.00030700676,0.00003083179,0.0004134294,0.015278318],"genre_scores_gemma":[0.9785359,0.0002825458,0.00023500624,0.009731395,0.0008238484,0.0000028446675,0.00004548601,0.00005696188,0.010286041],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970319,0.00023493236,0.0005226515,0.0006425546,0.00051775837,0.0010501614],"domain_scores_gemma":[0.9976364,0.0006064659,0.00018547094,0.0005957421,0.00008277156,0.0008931582],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006555727,0.00032755212,0.0006349045,0.0003363954,0.00046982744,0.000029856817,0.0001286713,0.00018795262,0.00025824376],"category_scores_gemma":[0.00066418306,0.00033792938,0.00045727438,0.00037059732,0.00011609629,0.0002868873,0.00013716515,0.0006607529,0.0004790312],"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":[0.0010361903,0.0007512083,0.45783058,0.00012760912,0.000029110446,0.0027307498,0.00010137498,0.00003093267,0.0022746462,0.00029193735,0.5044039,0.030391796],"study_design_scores_gemma":[0.0007576061,0.00014607796,0.18089296,0.000054321554,0.00004497801,0.0003189864,0.000030108578,0.00040026227,0.00025355225,0.0000061877745,0.81680655,0.00028842434],"about_ca_topic_score_codex":0.000051397627,"about_ca_topic_score_gemma":0.000009237055,"teacher_disagreement_score":0.31240267,"about_ca_system_score_codex":0.00029701562,"about_ca_system_score_gemma":0.00024922774,"threshold_uncertainty_score":0.99990726},"labels":[],"label_agreement":null},{"id":"W1988110824","doi":"10.1007/s11673-014-9595-3","title":"The Political and Ethical Challenge of Multi-Drug Resistant Tuberculosis","year":2015,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","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":"Bioethics; Medical law; Poverty; Politics; Public health; Tuberculosis; Inequality; Political science; Public relations; Sociology; Medicine; Law; Nursing","score_opus":0.15618011626923134,"score_gpt":0.41521792942869773,"score_spread":0.2590378131594664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988110824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5848924,0.0100135505,0.0001320145,0.40289026,0.0010223406,0.0001537736,0.0000066908533,0.000012926275,0.00087602803],"genre_scores_gemma":[0.99202615,0.0011063628,0.00091746845,0.0053418656,0.00055986486,0.0000011050691,6.5132133e-7,0.000010862017,0.000035693483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736166,0.0003666318,0.0009029127,0.00012697342,0.0007874449,0.00045440023],"domain_scores_gemma":[0.9962586,0.001248446,0.00022958212,0.00019883938,0.00075752457,0.0013069692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00389724,0.0001239614,0.00051283184,0.000089018366,0.00008140472,0.000015769678,0.00011230856,0.0005006073,0.0000070149663],"category_scores_gemma":[0.004418109,0.00006905512,0.00018045756,0.00013307952,0.0012069247,0.000035571942,0.00006728411,0.002048798,0.000004933262],"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":[0.02184835,0.0026161328,0.033546302,0.001994694,0.00082443334,0.0022371584,0.00995309,0.0000034522782,0.0030564794,0.77707964,0.11277693,0.034063354],"study_design_scores_gemma":[0.0455723,0.02392199,0.2955713,0.007797423,0.002451901,0.00977828,0.11013991,0.0027040564,0.00854187,0.13378,0.35761458,0.0021263876],"about_ca_topic_score_codex":0.00007243204,"about_ca_topic_score_gemma":0.000025402458,"teacher_disagreement_score":0.64329964,"about_ca_system_score_codex":0.0000958673,"about_ca_system_score_gemma":0.000563694,"threshold_uncertainty_score":0.8901121},"labels":[],"label_agreement":null},{"id":"W1988413544","doi":"10.1097/sla.0b013e318246591f","title":"The State of Research and Development in Global Cancer Surgery","year":2012,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":42,"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; Citation; Clinical trial; Impact factor; Cancer; Translational research; MEDLINE; Family medicine; Surgery; Internal medicine; Library science; Pathology","score_opus":0.47230945815421504,"score_gpt":0.4799556455047976,"score_spread":0.007646187350582534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988413544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97377765,0.023080109,7.489404e-7,0.002250367,0.00030495477,0.00013620628,0.000016765098,0.0000070598608,0.0004261389],"genre_scores_gemma":[0.98763895,0.011749734,0.000016524045,0.00036992118,0.000058452748,0.000022602579,0.0000053338063,0.00000692607,0.00013156571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771696,0.00014082844,0.0006622716,0.0001237142,0.0005131973,0.00084302214],"domain_scores_gemma":[0.9963776,0.002592289,0.0001305119,0.00018148171,0.00041593934,0.00030219473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007297111,0.000091698006,0.00045979783,0.0001918244,0.000070915616,0.00000505339,0.000040992192,0.000053040378,0.000018215522],"category_scores_gemma":[0.0007697554,0.00006434134,0.00006683829,0.0005700052,0.00023741431,0.000088287095,0.000051083443,0.0001370915,0.0000056713384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004007557,0.00013367392,0.8630672,0.00031859917,0.00002450543,0.0000104383425,0.00011927817,3.1722882e-7,0.00001516859,0.00005375397,0.021411717,0.1144446],"study_design_scores_gemma":[0.000068402675,0.000009721637,0.9601711,0.00041088124,0.000001721326,0.000008090932,0.00009878976,0.0000012533063,0.0022846349,0.00019352684,0.03669448,0.00005739234],"about_ca_topic_score_codex":0.001129869,"about_ca_topic_score_gemma":0.00014894681,"teacher_disagreement_score":0.11438721,"about_ca_system_score_codex":0.00004123408,"about_ca_system_score_gemma":0.0009952402,"threshold_uncertainty_score":0.26237637},"labels":[],"label_agreement":null},{"id":"W1990647949","doi":"10.1503/cmaj.090070","title":"Drifting sand, hiking tours and nice tans","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Nice; General partnership; Computer science; Political science; Law","score_opus":0.00671075692036633,"score_gpt":0.2591001002484482,"score_spread":0.2523893433280819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990647949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73313755,0.0012557317,0.000067325826,0.23150101,0.0009298825,0.000112564674,0.0000075242497,0.000028701024,0.03295968],"genre_scores_gemma":[0.9308065,0.0002540176,0.00014271868,0.06672411,0.0016556395,5.306851e-7,0.0000044089816,0.0000058100986,0.00040625728],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981315,0.00006970248,0.0003253677,0.00010462092,0.0007856017,0.0005832044],"domain_scores_gemma":[0.99640167,0.00012486646,0.000118217555,0.000051039642,0.00019124425,0.0031129888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017088393,0.000078626916,0.00020797366,0.00012824094,0.00027011422,0.000046474222,0.000049026832,0.00025567587,0.00064118404],"category_scores_gemma":[0.002648441,0.00007099103,0.00005599227,0.00016419077,0.000014985774,0.00007223041,0.0000033737583,0.00076346245,0.000026922628],"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":[0.000023211453,0.00002552094,0.40600687,0.000015428663,0.000041168405,0.0015334709,0.00034353527,5.629938e-7,0.000022485485,0.00043586714,0.22957267,0.3619792],"study_design_scores_gemma":[0.0013002579,0.0001201141,0.45614877,0.00025271415,0.000035532274,0.002145198,0.00040664384,0.00023377253,0.0000068393683,0.00034241285,0.53887755,0.00013017737],"about_ca_topic_score_codex":0.0011607782,"about_ca_topic_score_gemma":0.0037352773,"teacher_disagreement_score":0.361849,"about_ca_system_score_codex":0.0007234977,"about_ca_system_score_gemma":0.0022941472,"threshold_uncertainty_score":0.7020516},"labels":[],"label_agreement":null},{"id":"W1991358323","doi":"10.1634/theoncologist.2013-0290","title":"Barriers and Challenges to Global Clinical Cancer Research","year":2013,"lang":"en","type":"article","venue":"The Oncologist","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Test (biology); Cancer; Clinical research; Family medicine; Medical education; Political science; Internal medicine","score_opus":0.30175418580204844,"score_gpt":0.536503614276339,"score_spread":0.23474942847429053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991358323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75057554,0.005591358,0.0000011011869,0.21336977,0.00035513993,0.0005265738,0.0000060031775,0.000028845709,0.02954564],"genre_scores_gemma":[0.9802111,0.00941892,0.00009890673,0.008948721,0.0004254183,0.00012840144,6.0333156e-7,0.000004770022,0.0007631559],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99859726,0.00029197196,0.00020827795,0.00020373234,0.00023417453,0.0004645606],"domain_scores_gemma":[0.99836314,0.00047929637,0.000023529057,0.00025038683,0.00016324533,0.0007204021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024769253,0.00006641121,0.00022419711,0.000019961297,0.00015896029,0.000014612208,0.000106263025,0.000108565815,0.00029491773],"category_scores_gemma":[0.0014099239,0.000037401413,0.000035627763,0.00015048383,0.00042944655,0.000022025746,0.000107598906,0.00027041673,0.00035349836],"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":[0.00052540953,0.00007735563,0.22848597,0.00010046061,0.000033235334,0.000043646014,0.00019685809,8.209681e-7,0.00001550552,0.003749942,0.35716558,0.40960523],"study_design_scores_gemma":[0.00039832504,0.0006112142,0.6581264,0.00003622843,0.00001002519,0.000018486804,0.0010590036,0.000015091211,0.0000030516562,0.0009690015,0.338706,0.000047140096],"about_ca_topic_score_codex":0.0030654538,"about_ca_topic_score_gemma":0.0008029801,"teacher_disagreement_score":0.42964047,"about_ca_system_score_codex":0.00017708358,"about_ca_system_score_gemma":0.00044295078,"threshold_uncertainty_score":0.46340695},"labels":[],"label_agreement":null},{"id":"W1991608034","doi":"10.1038/nbt.3189","title":"Academic partnerships 2014","year":2015,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"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; Medical Research Council; Advanced Research Projects Agency; University of California, San Diego; Defense Advanced Research Projects Agency; National Institutes of Health; University of Texas MD Anderson Cancer Center; Department for International Development; University of Oxford; University of California, San Francisco; Center for the Advancement of Science in Space; York University; Wellcome Trust; Bayer HealthCare; U.S. Department of Defense; Broad Institute; Oregon Health and Science University; Lawrence Livermore National Laboratory; Massachusetts General Hospital; GlaxoSmithKline; Harrington Discovery Institute, University Hospitals; Amgen; California Institute for Regenerative Medicine","keywords":"Business; Political science","score_opus":0.047369094491858686,"score_gpt":0.34883227455288657,"score_spread":0.3014631800610279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991608034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66501975,0.0361243,0.00013321405,0.2772279,0.0026815913,0.000524344,0.000011316693,0.0013061411,0.016971441],"genre_scores_gemma":[0.98899466,0.00037866342,0.000650367,0.008891312,0.00026927906,0.0000073337637,0.000017978211,0.000012011329,0.0007784008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988985,0.000025456226,0.00018046088,0.0002478435,0.0001925881,0.00045515352],"domain_scores_gemma":[0.9991654,0.000036382804,0.000049891514,0.00033542071,0.00008192146,0.00033099306],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00040581194,0.0001113877,0.00025156376,0.00018799976,0.000027334563,0.0000020435934,0.000120087425,0.003104719,0.000031943146],"category_scores_gemma":[0.0008699468,0.000088796885,0.00004917442,0.0002871471,0.00012005255,0.00002652855,0.000048682305,0.0024557596,0.0005736725],"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":[0.0003631146,0.000053055177,0.02178979,0.00005417631,0.000021255119,0.00018102258,0.000024202587,1.5752723e-7,0.0021557102,0.061269194,0.8944678,0.019620549],"study_design_scores_gemma":[0.0007279578,0.00018847942,0.002216408,0.000026271258,0.000017431998,0.00036841753,0.00007746197,0.00001891822,0.007868715,0.002701782,0.9856923,0.000095844254],"about_ca_topic_score_codex":0.0000063374473,"about_ca_topic_score_gemma":0.000004569785,"teacher_disagreement_score":0.3239749,"about_ca_system_score_codex":0.000093418785,"about_ca_system_score_gemma":0.00023858955,"threshold_uncertainty_score":0.9998456},"labels":[],"label_agreement":null},{"id":"W1993001203","doi":"10.1007/s00268-013-1903-2","title":"Liberian Surgical and Anesthesia Infrastructure: A Survey of County Hospitals","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":71,"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; University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Specialty; Population; Health care; Medical emergency; Government (linguistics); Emergency medicine; Family medicine; Environmental health","score_opus":0.017388759414236905,"score_gpt":0.26439212715693294,"score_spread":0.24700336774269605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993001203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927939,0.0044449447,0.0000028487184,0.0019729154,0.00030740633,0.00012041264,0.0000062363965,0.000007977704,0.0003433647],"genre_scores_gemma":[0.9980204,0.00087829033,0.00015217457,0.0005368329,0.00016985906,0.0000015215187,0.0000069634557,0.000015993264,0.00021792522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789673,0.00018169642,0.0010146725,0.00012012661,0.00043225667,0.00035453876],"domain_scores_gemma":[0.99686605,0.0012136311,0.00057116355,0.00016245636,0.00063499424,0.0005517003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033849,0.00015456523,0.0009428045,0.00038145992,0.000038372047,0.000022546395,0.000059394737,0.00008561913,0.00044037434],"category_scores_gemma":[0.0004127159,0.00011331599,0.00018473802,0.00049043103,0.00014028302,0.00019356524,0.000016155915,0.0002829886,0.000006884924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036832175,0.000059637696,0.9308972,0.00012367261,0.000045331304,0.00057125994,0.000025471856,8.324739e-7,0.00004431402,0.000035049,0.057178386,0.010650518],"study_design_scores_gemma":[0.00045976564,0.000072979106,0.98136485,0.00026924204,0.000027561757,0.00306758,0.000020805897,0.0000072908456,0.000048825204,0.00014543638,0.014421911,0.00009375499],"about_ca_topic_score_codex":0.00034847925,"about_ca_topic_score_gemma":0.000014292971,"teacher_disagreement_score":0.05046764,"about_ca_system_score_codex":0.000040665484,"about_ca_system_score_gemma":0.0004685294,"threshold_uncertainty_score":0.48217902},"labels":[],"label_agreement":null},{"id":"W1993482827","doi":"10.1186/1472-6963-13-292","title":"Use of surgical task shifting to scale up essential surgical services: a feasibility analysis at facility level in Uganda","year":2013,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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; University of British Columbia","funders":"International Development Research Centre","keywords":"Medicine; Remuneration; Health administration; Nursing research; Health informatics; Health care; Nursing; Health services research; Task (project management); Focus group; Public health; Public relations; Medical education; Business; Marketing; Economic growth","score_opus":0.13760801301609082,"score_gpt":0.4462692167703138,"score_spread":0.30866120375422296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993482827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467915,0.00042430413,0.000026233412,0.0016739719,0.000114661445,0.0024427944,0.00039286088,0.00005194707,0.00019404558],"genre_scores_gemma":[0.99737614,0.00019466752,0.0006737129,0.0006961083,0.00011107015,0.00012938517,0.0003708868,0.000019355844,0.0004286455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902564,0.00237388,0.0017850904,0.0011362982,0.0022049916,0.0022433181],"domain_scores_gemma":[0.9926173,0.002258411,0.00021273454,0.0011973658,0.0011934708,0.0025207167],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008785513,0.00030992157,0.0015251262,0.0010344512,0.00035888946,0.00008660198,0.00039463397,0.00033345827,0.0010062603],"category_scores_gemma":[0.0001298015,0.00026365294,0.00034982103,0.004864146,0.0001743006,0.00031922865,0.000622649,0.00077474944,0.00036958363],"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":[0.0032453274,0.00055386155,0.9831655,0.008793951,0.0000509912,0.000053108353,0.0024990486,0.00006971461,0.00009814911,0.0000069563616,0.000098771656,0.0013646387],"study_design_scores_gemma":[0.0019594594,0.00028533404,0.985044,0.00045418134,0.000028972423,0.00003053388,0.0019583567,0.005625777,0.00008918092,0.000020265248,0.0043140845,0.00018986058],"about_ca_topic_score_codex":0.11841503,"about_ca_topic_score_gemma":0.07101078,"teacher_disagreement_score":0.04740424,"about_ca_system_score_codex":0.0009577591,"about_ca_system_score_gemma":0.0013863167,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W1995307149","doi":"10.1503/cjs.031711","title":"Global health conferences: Are they truly \"global\"? The Bethune Round Table paradigm for promoting global surgery","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Global health; Round table; Table (database); Public health; Nursing","score_opus":0.10538614465136219,"score_gpt":0.314626333353548,"score_spread":0.2092401887021858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995307149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400782,0.016794322,0.00064255396,0.026733898,0.007841049,0.0012409642,0.0016972583,0.000060919112,0.004910866],"genre_scores_gemma":[0.9911602,0.0003496281,0.00019983204,0.007347352,0.00081454957,0.000018085377,0.000042851938,0.000024319255,0.000043177162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950601,0.00030590795,0.0017543088,0.00036840021,0.0005452319,0.0019660466],"domain_scores_gemma":[0.99307066,0.00078924693,0.001447353,0.0004488926,0.0006929848,0.0035508526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046539395,0.00040072098,0.0015587404,0.00018502983,0.0005989134,0.00012272807,0.00031319403,0.00024014882,0.00014810938],"category_scores_gemma":[0.0018086856,0.00029261864,0.00075252476,0.00086363644,0.0002525864,0.0003173111,0.000018117684,0.00033607456,0.0000118163725],"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":[0.0003534321,0.000080468344,0.8623797,0.00032327123,0.0001706445,0.0005968859,0.00020567697,0.0000029483747,1.2314533e-7,0.0027353258,0.113907665,0.019243853],"study_design_scores_gemma":[0.0007795815,0.00025602969,0.88154095,0.0018101109,0.00016767565,0.0037690576,0.0012968053,0.00003549178,0.000004397605,0.013591678,0.09632591,0.0004222892],"about_ca_topic_score_codex":0.058946066,"about_ca_topic_score_gemma":0.10653516,"teacher_disagreement_score":0.051082034,"about_ca_system_score_codex":0.001953953,"about_ca_system_score_gemma":0.03581813,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W1995687334","doi":"10.1007/s00268-013-2053-2","title":"Pretraining Experience and Structure of Surgical Training at a Sub‐Saharan African University","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Workforce; Intervention (counseling); Institutional review board; Perioperative; Health care; Cross-sectional study; Family medicine; Medical education; Nursing; Surgery","score_opus":0.034245812282495625,"score_gpt":0.25971230590243327,"score_spread":0.22546649361993765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995687334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996769,0.0010608084,0.00000537457,0.0008355657,0.0002436916,0.000078492274,0.0000060968837,0.000008208047,0.0009927454],"genre_scores_gemma":[0.9988192,0.0004844456,0.0002245966,0.00013121535,0.00012371138,1.7566566e-7,0.0000016400888,0.000008477288,0.00020654908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986185,0.000083234154,0.00050452177,0.00012396679,0.0003294839,0.00034033268],"domain_scores_gemma":[0.9982445,0.0005820971,0.00037840285,0.00010447566,0.00019033323,0.00050017174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040974765,0.00011734917,0.00061717053,0.00038659552,0.00008091652,0.000008321275,0.000055919885,0.000059565387,0.00039709735],"category_scores_gemma":[0.00012640757,0.00009694508,0.00017485315,0.0004137453,0.00017347914,0.00018860643,0.000029337994,0.00026648666,0.0000012571104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001942801,0.00010007642,0.8923702,0.00032181753,0.00012687148,0.0021348104,0.005657229,0.0000058028854,0.01396123,0.00012871795,0.01252355,0.07072687],"study_design_scores_gemma":[0.001968898,0.00018540931,0.92635983,0.0013096491,0.00010098958,0.0051655667,0.004893099,0.00009756421,0.0023558117,0.00012352895,0.057119887,0.00031975098],"about_ca_topic_score_codex":0.000038337428,"about_ca_topic_score_gemma":0.000011842913,"teacher_disagreement_score":0.070407115,"about_ca_system_score_codex":0.00008278995,"about_ca_system_score_gemma":0.00024344347,"threshold_uncertainty_score":0.43479377},"labels":[],"label_agreement":null},{"id":"W1995878584","doi":"10.1371/journal.pmed.1000200","title":"Increasing Access to Surgical Services in Sub-Saharan Africa: Priorities for National and International Agencies Recommended by the Bellagio Essential Surgery Group","year":2009,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":168,"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":"World Health Organization; Rockefeller Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Surgery; Environmental health","score_opus":0.05892220009887693,"score_gpt":0.3388986077949355,"score_spread":0.2799764076960586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995878584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93247014,0.00455224,0.000018039596,0.059616495,0.00053497026,0.00063505647,0.000050113154,0.00004034408,0.002082609],"genre_scores_gemma":[0.99089825,0.00090860925,0.00007197074,0.006808318,0.0008366475,0.000037735863,0.0001991689,0.000010968815,0.00022834593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823964,0.00009293121,0.00048713383,0.00026732188,0.0005376705,0.0003753338],"domain_scores_gemma":[0.9978469,0.0015121173,0.00009306768,0.000105835046,0.00020116451,0.00024094294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013862858,0.00016050736,0.00041959627,0.0002421772,0.000123145,0.00003604786,0.00013986275,0.00007957342,0.00011781822],"category_scores_gemma":[0.0006362866,0.00010992919,0.00005211536,0.00028377047,0.00006965578,0.00016444841,0.000044761342,0.00015887155,0.0000031612371],"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":[0.009315676,0.0009341643,0.112901315,0.0015669758,0.0002803339,0.00022306792,0.002910962,0.0000028378474,0.011865352,0.0009532533,0.81798834,0.041057725],"study_design_scores_gemma":[0.009077979,0.0009471725,0.41428053,0.0034469166,0.0002497672,0.00081437774,0.0012344226,0.0019847578,0.0013668353,0.0042832643,0.56158537,0.00072861614],"about_ca_topic_score_codex":0.000118627795,"about_ca_topic_score_gemma":0.00008972634,"teacher_disagreement_score":0.30137923,"about_ca_system_score_codex":0.0001306527,"about_ca_system_score_gemma":0.00011541045,"threshold_uncertainty_score":0.44827825},"labels":[],"label_agreement":null},{"id":"W199686919","doi":"10.1001/virtualmentor.2010.12.3.mnar1-1003","title":"Training for a Global State of Mind","year":2010,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Global Health and Surgery","field":"Medicine","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":"Markham Stouffville Hospital","funders":"","keywords":"Scrambling; Curriculum; Training (meteorology); Order (exchange); Field (mathematics); State (computer science); Global health; Medical education; Political science; Psychology; Sociology; Pedagogy; Medicine; Health care; Computer science; Law; Business; Geography","score_opus":0.08315131079330022,"score_gpt":0.39667053320251583,"score_spread":0.3135192224092156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W199686919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999757,0.00028422952,0.00026986212,0.0076808315,0.0005626923,0.00010331266,0.000009209351,0.0000016701124,0.0010906479],"genre_scores_gemma":[0.99689853,0.000031939257,0.001440577,0.0012958593,0.00024809528,6.299025e-7,4.0753838e-7,0.000004184617,0.000079780344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991082,0.00004064043,0.00038270053,0.000040956475,0.00022683572,0.00020067036],"domain_scores_gemma":[0.99874985,0.00038562526,0.0002926689,0.00010991166,0.0003005483,0.00016138364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023747883,0.00005370653,0.00025252375,0.000030669362,0.000040569008,0.0000044429303,0.00008946026,0.000058726066,0.000027335698],"category_scores_gemma":[0.0009613807,0.000030661096,0.00013975831,0.000086644584,0.00009597774,0.000029832938,0.000007899866,0.00049793266,0.0000024390556],"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":[0.0063587315,0.00030656604,0.021571165,0.00063459313,0.00035344926,0.00018703938,0.00892728,0.0000410462,0.035137393,0.005109229,0.006820492,0.914553],"study_design_scores_gemma":[0.017172532,0.007210842,0.5280528,0.0024912287,0.0010320093,0.012502373,0.0040821745,0.001126154,0.011795509,0.21384749,0.20015503,0.000531838],"about_ca_topic_score_codex":0.000007892172,"about_ca_topic_score_gemma":0.000024126137,"teacher_disagreement_score":0.9140212,"about_ca_system_score_codex":0.000014744582,"about_ca_system_score_gemma":0.0005503643,"threshold_uncertainty_score":0.21632974},"labels":[],"label_agreement":null},{"id":"W1996961327","doi":"10.1097/01.prs.0000227623.06428.a9","title":"Tale of a Displaced Resident","year":2006,"lang":"en","type":"editorial","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Hurricane katrina; Law; Media studies; Sociology; Natural disaster; Meteorology","score_opus":0.009317999445468454,"score_gpt":0.26405642942712904,"score_spread":0.2547384299816606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996961327","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":[0.0987961,0.0010805584,0.000074705174,0.000028038656,0.8929996,0.00043548728,0.0013612142,0.000085984975,0.0051383455],"genre_scores_gemma":[0.060918666,0.00042468205,0.000417341,0.00004845309,0.9309952,0.00012509826,0.0030015598,0.00018907971,0.0038799082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954385,0.00017154233,0.0015041739,0.00073628494,0.0012535547,0.00089595444],"domain_scores_gemma":[0.97411376,0.023194341,0.0009223819,0.0005217339,0.00079591456,0.00045184416],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008124663,0.00055469794,0.0022455489,0.00072249427,0.00008623764,0.000019131607,0.0001153593,0.0010949377,0.00035268936],"category_scores_gemma":[0.014879178,0.0005152201,0.0007090928,0.00043898352,0.00045993392,0.00009176518,0.000067462825,0.0010580865,0.00008704212],"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":[0.0014072971,0.00010414291,0.026584806,0.0018207248,0.00018823135,0.0002643667,0.000016553226,0.0000017473828,0.000027006872,0.000016358295,0.96744347,0.0021252776],"study_design_scores_gemma":[0.002063741,0.0003079009,0.038445,0.0069174506,0.0009582602,0.00033249886,0.00015104096,0.000039956234,0.0004208241,0.0004571799,0.9487435,0.0011626533],"about_ca_topic_score_codex":0.0007778718,"about_ca_topic_score_gemma":0.000084784464,"teacher_disagreement_score":0.037995644,"about_ca_system_score_codex":0.000381404,"about_ca_system_score_gemma":0.004002117,"threshold_uncertainty_score":0.99972993},"labels":[],"label_agreement":null},{"id":"W1998218045","doi":"10.1590/s0104-12902013000100017","title":"Integração ensino, pesquisa e serviços em saúde: antecedentes, estratégias e iniciativas","year":2013,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.026256225150931883,"score_gpt":0.3036855355471615,"score_spread":0.2774293103962296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998218045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9191887,0.011948133,0.00019460164,0.013815149,0.006992241,0.0031981121,0.00023137026,0.0006060794,0.043825634],"genre_scores_gemma":[0.9628189,0.0014255927,0.00041457274,0.014097055,0.0022278551,0.00010941343,0.00025758139,0.00017322718,0.018475773],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9916644,0.0005281717,0.0018702485,0.0013058452,0.0014398552,0.0031914636],"domain_scores_gemma":[0.9942672,0.00080185256,0.0006531986,0.0013556532,0.0008199505,0.002102111],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012979262,0.0011314349,0.0017905638,0.00031546556,0.0006115316,0.00027978237,0.0006603275,0.0012805235,0.0076621855],"category_scores_gemma":[0.0012207886,0.0010408659,0.00094239746,0.0012698665,0.0003662628,0.00049345254,0.00032529235,0.0024762151,0.014769299],"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":[0.00034069098,0.001353658,0.0989146,0.0020514762,0.00070322846,0.00043852258,0.008972569,0.000004235049,0.001977416,0.0016225298,0.8263711,0.057249974],"study_design_scores_gemma":[0.01174264,0.002328233,0.70928025,0.0068279966,0.0014738158,0.0007843094,0.08735369,0.0046502114,0.0030422136,0.00306795,0.16494676,0.004501947],"about_ca_topic_score_codex":0.0024122463,"about_ca_topic_score_gemma":0.00024348669,"teacher_disagreement_score":0.66142434,"about_ca_system_score_codex":0.00091942336,"about_ca_system_score_gemma":0.002037995,"threshold_uncertainty_score":0.9998251},"labels":[],"label_agreement":null},{"id":"W1999150807","doi":"10.1186/1472-698x-12-14","title":"Building health systems capacity in global health graduate programs: reflections from Australian educators","year":2012,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"Strengths and weaknesses; Global health; Capacity building; Foundation (evidence); Healthcare system; Order (exchange); Public relations; Political science; Engineering ethics; Medical education; Sociology; Psychology; Medicine; Health care; Business; Engineering","score_opus":0.18770284109944133,"score_gpt":0.4480383611161408,"score_spread":0.26033552001669946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999150807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98265845,0.0020983187,0.0001957117,0.009040905,0.003625889,0.0011626731,0.00014996227,0.00011731279,0.0009507924],"genre_scores_gemma":[0.99217993,0.00006770553,0.0027556962,0.0027458582,0.0014210175,0.00007631716,0.0003937945,0.00001569738,0.00034395434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964841,0.00028684575,0.0010408813,0.00042389944,0.000534011,0.0012302652],"domain_scores_gemma":[0.99693525,0.000053528798,0.0004038285,0.00022282735,0.00011340808,0.0022711465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011619614,0.00025448753,0.00061932625,0.00025574223,0.0006891455,0.00005688168,0.00011233514,0.00010639482,0.000028628252],"category_scores_gemma":[0.000025298988,0.00022153129,0.000091371825,0.00025477028,0.000091144735,0.00021560147,0.000029455334,0.00040186825,0.0000246987],"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":[0.00025241135,0.0013267362,0.6949465,0.0012866935,0.00006210859,0.0000060599064,0.0022168253,0.0000036664403,0.0000014734946,0.27802098,0.017061614,0.0048148907],"study_design_scores_gemma":[0.0018778841,0.00076805707,0.76550454,0.0016158015,0.000009161405,0.00020923752,0.00070858543,0.000071783346,0.0000023821392,0.008664462,0.22025928,0.0003087975],"about_ca_topic_score_codex":0.14301226,"about_ca_topic_score_gemma":0.036621407,"teacher_disagreement_score":0.26935652,"about_ca_system_score_codex":0.0024746426,"about_ca_system_score_gemma":0.0014496692,"threshold_uncertainty_score":0.98095775},"labels":[],"label_agreement":null},{"id":"W2000718995","doi":"10.1016/j.jinf.2015.04.022","title":"MicroResearch – Finding sustainable solutions to local health challenges in East Africa","year":2015,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; Izaak Walton Killam Health Centre; University of British Columbia","funders":"","keywords":"Obstacle; Productivity; Business; Capacity building; Economic growth; Sustainable development; Health care; Public relations; Political science; Economics","score_opus":0.1879420223360532,"score_gpt":0.3945906957407991,"score_spread":0.20664867340474588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000718995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127825,0.009195707,0.0063575646,0.06160741,0.00084298366,0.00048768206,0.000001359962,0.000024422428,0.008700376],"genre_scores_gemma":[0.99846685,0.00069955736,0.00016727843,0.00022837956,0.00021939946,0.0000032852558,6.596657e-7,0.0000060626453,0.00020850413],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986636,0.00011591225,0.00035651276,0.00007479308,0.00029069307,0.0004985097],"domain_scores_gemma":[0.9986621,0.0000395588,0.00011202727,0.000069246445,0.0004857687,0.0006312611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030467235,0.000058009904,0.00022870969,0.0005864991,0.00007452726,0.000010197116,0.000024617953,0.000055425502,0.000010180876],"category_scores_gemma":[0.0005861053,0.00004914896,0.000056562614,0.0004139774,0.000017712158,0.0001237354,0.00002395339,0.00032279172,0.000025456136],"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":[0.0050950428,0.003218691,0.26855472,0.0025966424,0.00012707472,0.0017101928,0.01897963,0.0041251555,0.00041645786,0.007985177,0.38843185,0.29875937],"study_design_scores_gemma":[0.004779439,0.0073469672,0.47968882,0.0013520754,0.000024801508,0.0033097304,0.022206806,0.00053785014,0.0001125729,0.0019350161,0.47846562,0.00024031471],"about_ca_topic_score_codex":0.0005714687,"about_ca_topic_score_gemma":0.00022542306,"teacher_disagreement_score":0.29851905,"about_ca_system_score_codex":0.0012716709,"about_ca_system_score_gemma":0.0012436431,"threshold_uncertainty_score":0.33253753},"labels":[],"label_agreement":null},{"id":"W2000997124","doi":"10.1503/cmaj.109-3014","title":"Physicians, CIHR call for more H1N1 research funds","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; H1N1 influenza; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Computer science; Virology; Pathology; Infectious disease (medical specialty)","score_opus":0.031767109635011954,"score_gpt":0.37315438154546404,"score_spread":0.3413872719104521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000997124","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":[0.20297518,0.0009768719,0.00017344419,0.7736138,0.0016575601,0.0005555579,0.00007765314,0.000040811927,0.019929113],"genre_scores_gemma":[0.85428256,0.00023400168,0.00025016203,0.13428229,0.0061054584,0.00001170806,0.000049689716,0.000017817278,0.004766344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615645,0.00014478895,0.00041104647,0.0001615815,0.0019246796,0.0012014464],"domain_scores_gemma":[0.99490404,0.0003301898,0.00010391091,0.00011292085,0.0011183051,0.0034306126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046124104,0.000096894524,0.0002887192,0.0002764384,0.00045277132,0.00004928873,0.00013370292,0.00040180376,0.00054518494],"category_scores_gemma":[0.004911852,0.000088178174,0.00015265075,0.00038899135,0.000044706103,0.00007150486,0.0000046545406,0.0013183437,0.00009561047],"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":[0.000041831376,0.00004581541,0.012385092,0.000015812639,0.000027275764,0.00031948337,0.00014108341,4.1225633e-7,0.0000106431135,0.00050185254,0.86119264,0.12531804],"study_design_scores_gemma":[0.0011655604,0.00025938533,0.105932616,0.00015274485,0.000016514909,0.00021119374,0.00030764253,0.00025875436,0.000007914834,0.0007568256,0.8908395,0.00009133203],"about_ca_topic_score_codex":0.0013735027,"about_ca_topic_score_gemma":0.0051413868,"teacher_disagreement_score":0.65130734,"about_ca_system_score_codex":0.001913368,"about_ca_system_score_gemma":0.0063766963,"threshold_uncertainty_score":0.99925625},"labels":[],"label_agreement":null},{"id":"W2001247216","doi":"10.1016/j.surneu.2005.12.033","title":"Needs assessment of neurosurgery trainees: a survey study of two large training programs in the developing and developed worlds","year":2006,"lang":"en","type":"article","venue":"Surgical Neurology","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; The Wilson Centre; University of Toronto","funders":"","keywords":"Medicine; Likert scale; Specialty; Medical education; Strengths and weaknesses; Variety (cybernetics); Perception; Needs assessment; Neurosurgery; Qualitative research; Family medicine; Psychology; Surgery","score_opus":0.08962624820978062,"score_gpt":0.36496956362396704,"score_spread":0.27534331541418644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001247216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750096,0.00006774492,0.000030824747,0.0009068215,0.00014711771,0.000700204,0.000006634901,0.000020768452,0.0006189489],"genre_scores_gemma":[0.99883765,0.000020060479,0.00011092537,0.0008914167,0.000042700238,0.000042751755,0.000027427754,0.00001440179,0.000012665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967501,0.00115219,0.00089654146,0.00027915265,0.00033053735,0.00059147883],"domain_scores_gemma":[0.9978612,0.0015741537,0.00017119903,0.00020158441,0.0000993349,0.0000925288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031161578,0.00017679558,0.0007722791,0.00035575658,0.000050327002,0.0000073433553,0.00010008602,0.000094258445,0.000008783807],"category_scores_gemma":[0.00017665664,0.00012385413,0.00006370469,0.001379289,0.00012040356,0.000031801497,0.000051210212,0.00038592276,2.8668023e-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":[0.00043458602,0.0010319849,0.9929079,0.00007065787,0.000012320622,0.00058635004,0.0009922944,0.000009248329,0.000015420741,0.0010095064,0.000028634839,0.0029010857],"study_design_scores_gemma":[0.0033425065,0.00094063603,0.99276185,0.00002574802,0.000015912854,0.00024652926,0.0006892179,0.0002078937,0.0000010607872,0.0000717504,0.0016068014,0.00009011175],"about_ca_topic_score_codex":0.00071653235,"about_ca_topic_score_gemma":0.0016430246,"teacher_disagreement_score":0.0029395013,"about_ca_system_score_codex":0.000011077481,"about_ca_system_score_gemma":0.00030666043,"threshold_uncertainty_score":0.50506246},"labels":[],"label_agreement":null},{"id":"W2001267417","doi":"10.1007/s10805-013-9182-y","title":"The Ethics of Ethics Reviews in Global Health Research: Case Studies Applying a New Paradigm","year":2013,"lang":"en","type":"article","venue":"Journal of Academic Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"","keywords":"Beneficence; Research ethics; Capacity building; General partnership; Public relations; Global health; Dignity; Accountability; Engineering ethics; Political science; Ethical code; Community-based participatory research; Sociology; Public health; Participatory action research; Medicine; Nursing; Autonomy","score_opus":0.598888911851605,"score_gpt":0.6006446405847162,"score_spread":0.0017557287331112503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001267417","genre_codex":"commentary","genre_gemma":"review","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":[0.0706009,0.30665305,0.00020410903,0.6199484,0.00093982974,0.001382331,0.000005339974,0.000011539382,0.00025454676],"genre_scores_gemma":[0.25981176,0.7013242,0.0018622954,0.035854556,0.0008979465,0.000026095833,0.0000010234133,0.000022924727,0.0001991745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871277,0.00584286,0.003193806,0.00024353889,0.0024987087,0.0010933419],"domain_scores_gemma":[0.9579605,0.03470515,0.002313147,0.0005866396,0.002967734,0.0014668322],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.11308409,0.00022254267,0.0012396253,0.0002282427,0.0006492371,0.000023551058,0.0003859087,0.0016642574,0.000008332706],"category_scores_gemma":[0.10893984,0.00013720024,0.00024530155,0.0011236622,0.00075796316,0.00021008497,0.00014945539,0.039599072,0.000021967835],"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":[0.0016019202,0.00036233512,0.045354325,0.018228456,0.0005077171,0.0031865402,0.1445823,0.00008390058,0.00013933238,0.09343278,0.4906868,0.2018336],"study_design_scores_gemma":[0.0032481528,0.00191036,0.005945836,0.024589581,0.00013766096,0.024151586,0.039368086,0.00013561088,0.000043515243,0.23843051,0.66164523,0.0003938811],"about_ca_topic_score_codex":0.0016917076,"about_ca_topic_score_gemma":0.0007686205,"teacher_disagreement_score":0.5840938,"about_ca_system_score_codex":0.0009014924,"about_ca_system_score_gemma":0.013462262,"threshold_uncertainty_score":0.99963176},"labels":[],"label_agreement":null},{"id":"W2002960401","doi":"10.1136/bmj.323.7326.1434a","title":"The information gap","year":2001,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"Developing country; Publishing; Premise; Political science; Library science; Public relations; Business; Medicine; Economic growth; Computer science; Law; Economics","score_opus":0.030007569031600026,"score_gpt":0.3422282246549453,"score_spread":0.3122206556233453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002960401","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":[0.30951762,0.00026180793,0.00012230038,0.058976565,0.0006107073,0.00035530745,0.0000010229385,0.000054001695,0.63010067],"genre_scores_gemma":[0.98785,0.00016133017,0.00006605966,0.008888552,0.00021823739,0.000010902165,0.000008276687,0.0000013913387,0.0027952117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996893,0.0000061220353,0.000099743935,0.000015324431,0.00008164675,0.00010790016],"domain_scores_gemma":[0.9997819,0.000029982612,0.000019403918,0.0000822119,0.00002908483,0.00005739862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022203468,0.000017969836,0.0000327123,0.000009939326,0.000053299944,0.0000058941428,0.000013206789,0.000016110089,0.000034933037],"category_scores_gemma":[0.00014439109,0.00001019933,0.000015558418,0.000051070077,0.000008056163,0.00004428971,0.000003856769,0.000032346754,0.00050362706],"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":[0.00015875808,0.000008366027,0.03284637,0.00001888765,0.0000035322269,0.000011783796,0.00006422211,7.406021e-7,0.0000031662519,0.002613145,0.7808531,0.18341796],"study_design_scores_gemma":[0.0001355014,0.000016173442,0.08692929,0.000008003065,0.0000017050404,0.00006160869,0.000059163107,0.00009324374,0.0000041236585,0.00013307422,0.9125462,0.0000119206015],"about_ca_topic_score_codex":0.000023602235,"about_ca_topic_score_gemma":0.0000044073186,"teacher_disagreement_score":0.6783324,"about_ca_system_score_codex":0.000012203504,"about_ca_system_score_gemma":0.00004746592,"threshold_uncertainty_score":0.6473275},"labels":[],"label_agreement":null},{"id":"W2005404421","doi":"10.1016/s0140-6736(03)14313-9","title":"Tackling the “10–90 gap”: a Canadian report","year":2003,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":12,"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 Laval; Canadian Society for International Health; Saskatchewan Health; University of Saskatchewan; University of British Columbia","funders":"","keywords":"Global health; Context (archaeology); Political science; Economic growth; Health policy; Health equity; Health services research; International health; Medicine; Health care; Geography; Law","score_opus":0.05030583017492939,"score_gpt":0.3090174168204212,"score_spread":0.2587115866454918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005404421","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":[0.0008592009,0.0010686698,0.0000015008623,0.80392903,0.0010846143,0.0003395607,0.000056631572,0.00003765119,0.19262314],"genre_scores_gemma":[0.0017883412,0.00014535159,0.00003601789,0.9406583,0.014083555,0.000032592747,0.00024191925,0.000035076027,0.042978887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977855,0.00014352059,0.0003319755,0.00025595236,0.0004602844,0.0010227497],"domain_scores_gemma":[0.9979616,0.00017482728,0.00015039643,0.001372529,0.00012787503,0.00021276786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014845405,0.0002098637,0.00064363104,0.00006191258,0.00023461858,0.000033035514,0.0002809971,0.00038396282,0.00074783387],"category_scores_gemma":[0.0006028042,0.00010501066,0.0001405928,0.00017480743,0.000084905056,0.000013153314,0.000017848206,0.0018820135,0.0004778623],"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":[0.000020526888,0.0000022076306,0.0009404646,0.00012907099,0.000035137964,0.005819871,0.000039524388,4.490641e-7,3.097155e-7,0.000032111362,0.99264586,0.00033448538],"study_design_scores_gemma":[0.00021866303,0.000014028342,0.0009740106,0.00013065408,0.00007196656,0.002220518,0.000016645168,0.000005600566,0.0000010826778,0.0002249296,0.99600697,0.00011490909],"about_ca_topic_score_codex":0.05599662,"about_ca_topic_score_gemma":0.013102376,"teacher_disagreement_score":0.14964426,"about_ca_system_score_codex":0.0002702329,"about_ca_system_score_gemma":0.0017425619,"threshold_uncertainty_score":0.9502896},"labels":[],"label_agreement":null},{"id":"W2005433711","doi":"10.1177/1028315310365542","title":"Undergraduate International Medical Electives: Some Ethical and Pedagogical Considerations","year":2010,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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 Royal University; McMaster University; University of Saskatchewan","funders":"","keywords":"IMes; Curriculum; Sociology; Critical reflection; Engineering ethics; Pedagogy; Political science","score_opus":0.14485100282126634,"score_gpt":0.5203235828461098,"score_spread":0.37547258002484346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005433711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7583871,0.0009280585,0.000049084596,0.22752512,0.010248456,0.00009340124,0.0000020123898,0.000007608801,0.0027592003],"genre_scores_gemma":[0.9837744,0.0026748073,0.0018193409,0.009713503,0.0016950065,0.000009788,0.000005285192,0.000006316569,0.00030153527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998269,0.00005478612,0.0006482328,0.0001384693,0.0007441344,0.00014537714],"domain_scores_gemma":[0.9974864,0.00064788485,0.00023372876,0.0000668708,0.0013384547,0.00022666948],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010429553,0.000097968914,0.00025871425,0.00034038385,0.00006414252,0.000024319386,0.00009143726,0.0001804353,0.00020193013],"category_scores_gemma":[0.011574336,0.00007801719,0.00007118334,0.00008612452,0.00024183202,0.00019972245,0.000049803435,0.001281041,0.000005834342],"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":[0.0011414582,0.0028349743,0.23306726,0.00022566337,0.0010648275,0.00054890837,0.00642536,0.000011737182,0.0017047769,0.60447645,0.11802322,0.030475346],"study_design_scores_gemma":[0.006374362,0.0007406857,0.43741417,0.001914125,0.00015871471,0.019424237,0.015396198,0.00085987285,0.00033847633,0.3933652,0.12352818,0.0004857715],"about_ca_topic_score_codex":0.00002098524,"about_ca_topic_score_gemma":0.00006128298,"teacher_disagreement_score":0.22538735,"about_ca_system_score_codex":0.00019061158,"about_ca_system_score_gemma":0.0013200329,"threshold_uncertainty_score":0.9967516},"labels":[],"label_agreement":null},{"id":"W2007156875","doi":"10.1186/1472-698x-10-s1-s3","title":"Science-based health innovation in Rwanda: unlocking the potential of a late bloomer","year":2010,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Operationalization; Government (linguistics); Private sector; Agency (philosophy); Genocide; Public relations; Product (mathematics); Economic growth; Indigenous; Political science; Business; Public administration; Sociology; Economics; Social science","score_opus":0.025500702889859773,"score_gpt":0.3471763629786261,"score_spread":0.3216756600887663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007156875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923032,0.00008009221,0.0001273927,0.0053406493,0.00068077864,0.00033697643,0.000010330065,0.000014295986,0.001106263],"genre_scores_gemma":[0.9958222,0.0000057265484,0.0004557577,0.0032623694,0.0001904784,0.000007250007,0.00005617284,0.000004848193,0.0001952052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983249,0.000038870618,0.0006290916,0.0002028024,0.00046399425,0.0003403528],"domain_scores_gemma":[0.999033,0.000047679452,0.0002763523,0.00014066945,0.0002883149,0.00021400925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016347755,0.000086519176,0.00020845373,0.00067313237,0.00045687007,0.000020075944,0.000110226756,0.000043359985,0.000057211575],"category_scores_gemma":[0.00004975844,0.00005694593,0.000029929277,0.00048740045,0.00026229888,0.00007872287,0.00002212684,0.00028837964,0.0000028852428],"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":[0.0007995181,0.0006245509,0.21231891,0.00085865875,0.000015507618,0.000012349645,0.0008929189,0.000036929505,0.0015233035,0.7746487,0.0010614402,0.0072071697],"study_design_scores_gemma":[0.0038638446,0.00070574787,0.952301,0.0005473128,0.000005358662,0.0000484602,0.000064955144,0.00417668,0.00028759483,0.012835665,0.025018468,0.0001448714],"about_ca_topic_score_codex":0.0014608639,"about_ca_topic_score_gemma":0.004288963,"teacher_disagreement_score":0.7618131,"about_ca_system_score_codex":0.00010823574,"about_ca_system_score_gemma":0.002215043,"threshold_uncertainty_score":0.39293912},"labels":[],"label_agreement":null},{"id":"W2007300785","doi":"10.1016/s0140-6736(04)16526-4","title":"Surgical training in east Africa","year":2004,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Referral; Training (meteorology); Population; South east; Medical emergency; Family medicine; Geography; Environmental health","score_opus":0.08733162837759298,"score_gpt":0.3255590128904113,"score_spread":0.2382273845128183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007300785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8554553,0.0005341481,0.0000069528983,0.029679112,0.00012364268,0.00009885625,0.0000036470044,0.000039479626,0.11405889],"genre_scores_gemma":[0.9976745,0.000040339393,0.000101808786,0.0014421782,0.0005569897,0.0000049576565,0.0000025333975,0.0000037366149,0.00017292547],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940723,0.00002062436,0.0000994838,0.000067047404,0.00009682916,0.0003087793],"domain_scores_gemma":[0.9997152,0.0000375207,0.000012935842,0.00014777128,0.000007874542,0.00007871242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627243,0.000041421124,0.00021284544,0.000018895795,0.000024204357,0.0000035565972,0.0000494008,0.000028380713,0.000043049196],"category_scores_gemma":[0.000050975483,0.000024532017,0.000026558342,0.0001276722,0.000026809816,0.000011791054,0.0000088402585,0.00014696964,0.0000751397],"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":[0.011560644,0.0010678349,0.29861864,0.00097506563,0.00012541661,0.0118253715,0.08138208,0.0007243232,0.0005923797,0.23976696,0.12076591,0.23259538],"study_design_scores_gemma":[0.009415949,0.00017124589,0.18945824,0.00038963044,0.00001584213,0.0006618696,0.0017279205,0.00007459413,0.000038644106,0.010824086,0.78706074,0.00016124052],"about_ca_topic_score_codex":0.000044946508,"about_ca_topic_score_gemma":0.000023156817,"teacher_disagreement_score":0.6662948,"about_ca_system_score_codex":0.000033429118,"about_ca_system_score_gemma":0.00010665755,"threshold_uncertainty_score":0.10003866},"labels":[],"label_agreement":null},{"id":"W2007494294","doi":"10.1126/scitranslmed.aaa4486","title":"The Global Fight Against Dementia","year":2014,"lang":"en","type":"editorial","venue":"Science Translational Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Aging; Canadian Institute for Health Information","funders":"","keywords":"Summit; Dementia; Looming; Action (physics); Action plan; Medicine; Political science; Gerontology; Psychology; Geography; Management; Disease; Pathology; Cartography","score_opus":0.012196404823115096,"score_gpt":0.33363778323099186,"score_spread":0.3214413784078768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007494294","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":[0.00015803201,0.0056511112,0.00046750373,0.030641763,0.9180515,0.0005165174,0.00011431003,0.000078558696,0.044320725],"genre_scores_gemma":[0.025734587,0.0010715461,0.00029476624,0.0037479955,0.9675749,0.000035516376,0.0007567293,0.000024217581,0.00075976475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99339116,0.0000667629,0.0007200273,0.0006155784,0.0043020393,0.0009044167],"domain_scores_gemma":[0.9963063,0.0012850238,0.0002110965,0.00050966215,0.0009571259,0.0007307761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037880635,0.00031172193,0.0005435927,0.0001426404,0.000891444,0.000041388354,0.0005301385,0.000268737,0.0001343352],"category_scores_gemma":[0.0030643158,0.00017785747,0.00012836386,0.0010679438,0.0020335398,0.00010597038,0.000027833385,0.00064272457,0.00010323104],"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":[0.00014533263,0.00002124943,0.00095559267,0.00010464023,0.00003187012,0.000012577629,0.000026663116,0.0000036171243,0.000016095084,0.002320138,0.984872,0.011490251],"study_design_scores_gemma":[0.0011681508,0.0001637344,0.0042224503,0.00049317913,0.00014024889,0.000009128422,0.000015353455,0.00023534265,0.0000030651884,0.0022254558,0.991168,0.00015584752],"about_ca_topic_score_codex":0.00006643245,"about_ca_topic_score_gemma":0.00008451313,"teacher_disagreement_score":0.0495234,"about_ca_system_score_codex":0.00022803475,"about_ca_system_score_gemma":0.004085433,"threshold_uncertainty_score":0.7492662},"labels":[],"label_agreement":null},{"id":"W2007552411","doi":"10.1097/01.acm.0000305155.66318.58","title":"Global Health is More Important in a Smaller World","year":2008,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Health care; Global health; Public relations; Political science; Multidisciplinary approach; Medical education; Public health; Medicine; Nursing","score_opus":0.028041613403073654,"score_gpt":0.3943661695330147,"score_spread":0.366324556129941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007552411","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":[0.0027705233,0.077956684,0.000013043273,0.06671708,0.8445303,0.0015324674,0.00033062068,0.00019658393,0.005952714],"genre_scores_gemma":[0.0022010272,0.096968174,0.000050083705,0.04677162,0.8404015,0.00007772213,0.0015680706,0.00009102799,0.011870798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913238,0.0001483807,0.002892792,0.0011244484,0.0026501638,0.0018603853],"domain_scores_gemma":[0.9954676,0.0006657716,0.000948095,0.0008035711,0.00026818932,0.0018467408],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023532128,0.000785221,0.0029005723,0.0006964277,0.00010595505,0.0000030816911,0.0004069616,0.002199153,0.00054596266],"category_scores_gemma":[0.0031422693,0.00061296986,0.00020073306,0.001705157,0.0004036499,0.00006115359,0.000115371135,0.0050823777,0.0000875257],"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":[0.00054030836,0.000030657015,0.024496166,0.00095430756,0.00005796386,0.00097333296,0.000981178,2.0305751e-7,5.1749134e-7,0.00006112092,0.9699876,0.0019166964],"study_design_scores_gemma":[0.0041180486,0.0004280822,0.0061589,0.005524389,0.00008189936,0.00021425332,0.00024215197,0.000022975642,4.369072e-7,0.00028281118,0.9825652,0.00036084666],"about_ca_topic_score_codex":0.0057416083,"about_ca_topic_score_gemma":0.0006335792,"teacher_disagreement_score":0.019945467,"about_ca_system_score_codex":0.0020209637,"about_ca_system_score_gemma":0.0069079697,"threshold_uncertainty_score":0.9996322},"labels":[],"label_agreement":null},{"id":"W2007701109","doi":"10.1371/journal.pmed.0030305","title":"Building Surgical Research Capacity in Africa: The Ptolemy Project","year":2006,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","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","funders":"University of Toronto; Addis Ababa University; Woodrow Wilson International Center for Scholars","keywords":"Ptolemy's table of chords; Library science; Middle East; Medicine; Developing country; Geography; History; Archaeology; Economic growth; Computer science; Classics","score_opus":0.25176668982240474,"score_gpt":0.40795934119064686,"score_spread":0.15619265136824212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007701109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068265,0.0016061993,0.00000882126,0.02414516,0.00016289145,0.0008082145,0.0000030295942,0.000057537123,0.066381626],"genre_scores_gemma":[0.9972758,0.000099257246,0.00018039296,0.00035230975,0.0012128089,0.00007238975,0.000008559294,0.00001555408,0.0007829063],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968864,0.00033282343,0.00047305794,0.00029643107,0.001086396,0.00092492823],"domain_scores_gemma":[0.998145,0.0010870228,0.000047688685,0.00034033044,0.0001940838,0.00018591616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036586563,0.00013726026,0.000441898,0.00033614808,0.0001472977,0.0000064507435,0.00013289809,0.00011212899,0.00012034171],"category_scores_gemma":[0.001138653,0.000074445925,0.000049078408,0.0012733585,0.00041430964,0.000037075406,0.000046739853,0.0008589981,0.000037151614],"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":[0.0021518387,0.002322747,0.3949068,0.0015411027,0.000085554595,0.0046969573,0.0025772152,0.000007465934,0.007854241,0.052378714,0.5217343,0.009743055],"study_design_scores_gemma":[0.009078914,0.0013493224,0.26374596,0.0030496544,0.00011029398,0.0008645346,0.0015035786,0.0012542057,0.0013792855,0.009843634,0.70743495,0.00038565608],"about_ca_topic_score_codex":0.0038342858,"about_ca_topic_score_gemma":0.00014088614,"teacher_disagreement_score":0.18570063,"about_ca_system_score_codex":0.0001956833,"about_ca_system_score_gemma":0.00023107995,"threshold_uncertainty_score":0.57963187},"labels":[],"label_agreement":null},{"id":"W2007749895","doi":"10.1186/1478-4505-12-26","title":"Scientometric trends and knowledge maps of global health systems research","year":2014,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Public health; Health services research; Science Citation Index; Productivity; Health informatics; Health administration; Bibliometrics; Global health; Medicine; Citation; Health policy; Health care; Political science; Library science; Economic growth; Nursing","score_opus":0.6010650173562717,"score_gpt":0.6598518647987747,"score_spread":0.058786847442502954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007749895","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":[0.0000420447,0.9806407,0.0000058403334,0.002584138,0.00089647534,0.0043646875,0.00097353646,0.000058150046,0.010434391],"genre_scores_gemma":[0.0032187647,0.98838633,0.000011345006,0.00014071906,0.0022834013,0.0004470117,0.000200682,0.000071511,0.005240235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97118545,0.015495022,0.0033442352,0.0013881194,0.003788912,0.0047982875],"domain_scores_gemma":[0.9851356,0.004643766,0.0009025203,0.0013297349,0.0020587016,0.0059296885],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08211333,0.0006023666,0.006252035,0.010555161,0.0012718074,0.00026170517,0.00045933246,0.0007874089,0.0000050593717],"category_scores_gemma":[0.0058014416,0.00045123036,0.00031155878,0.021904765,0.0011474775,0.000086120635,0.0005088312,0.0023751133,0.000092476665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000039045488,0.00013047307,0.0001764594,0.33136997,0.000051931907,0.000011945062,0.00013145914,7.271211e-8,9.509611e-9,0.024943762,0.09538309,0.5477618],"study_design_scores_gemma":[0.0006676409,0.0019067485,0.00036364197,0.058957074,0.00002156753,0.00084393733,0.00027581508,0.00009256439,4.8091784e-9,0.000044772813,0.9366243,0.00020193258],"about_ca_topic_score_codex":0.046088435,"about_ca_topic_score_gemma":0.0002894432,"teacher_disagreement_score":0.8412412,"about_ca_system_score_codex":0.0051613688,"about_ca_system_score_gemma":0.03562229,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W2008134815","doi":"10.5581/1516-8484.20110121","title":"Hematology in Latin America","year":2011,"lang":"pt","type":"article","venue":"Revista Brasileira de Hematologia e Hemoterapia","topic":"Global Health and Surgery","field":"Medicine","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":"Latin Americans; Hematology; Medicine; Internal medicine; Family medicine; Oncology; Political science; Law","score_opus":0.04404762983858689,"score_gpt":0.30327216848925126,"score_spread":0.25922453865066436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008134815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96618605,0.018928697,0.0012804443,0.0004708914,0.0008287561,0.0015802439,0.00005129682,0.00032427156,0.010349378],"genre_scores_gemma":[0.98797613,0.0007198473,0.0039299154,0.0061241267,0.00013442937,0.00006809877,0.00006243904,0.000116296105,0.000868739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922679,0.0008548539,0.0023123324,0.0012628658,0.00048693563,0.0028151162],"domain_scores_gemma":[0.9958046,0.000649424,0.0007231566,0.0013995497,0.0001874787,0.0012358035],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001154826,0.00093701965,0.002886316,0.0007184523,0.0001749701,0.00006387612,0.0005688857,0.0010668443,0.0031017538],"category_scores_gemma":[0.0011773002,0.0009094376,0.00052035647,0.0015170542,0.0004598857,0.0001873216,0.00021721164,0.0014645949,0.0019362874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008422754,0.0010169334,0.9547791,0.004287565,0.00011396875,0.0056786016,0.002426739,4.229319e-7,0.00006529466,0.013294898,0.014498036,0.0029961588],"study_design_scores_gemma":[0.003361974,0.0007923338,0.97605455,0.0045416937,0.0002183484,0.0047721923,0.0016161622,0.0013156384,0.00062666676,0.0002580832,0.0051619206,0.0012804327],"about_ca_topic_score_codex":0.00067932165,"about_ca_topic_score_gemma":0.000050297585,"teacher_disagreement_score":0.02179009,"about_ca_system_score_codex":0.00046080948,"about_ca_system_score_gemma":0.0009974444,"threshold_uncertainty_score":0.99933565},"labels":[],"label_agreement":null},{"id":"W2009458123","doi":"10.1097/aia.0b013e3181cf586a","title":"The Role of the World Federation of Societies of Anesthesiologists in Global Anesthesia","year":2010,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Global Health and Surgery","field":"Medicine","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":"Telus (Canada); University of British Columbia","funders":"","keywords":"Medicine; American society of anesthesiologists; Anesthesia; Russian federation; Anesthesiology; Regional science","score_opus":0.011741991118344437,"score_gpt":0.322862918430206,"score_spread":0.31112092731186153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009458123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296635,0.00030772286,8.8082373e-7,0.0048068366,0.0003255792,0.00020376632,0.0000049380083,0.000008146545,0.0013757596],"genre_scores_gemma":[0.99836785,0.00012453693,0.0002032681,0.0009614356,0.000073078474,0.000010285847,0.00000863477,0.000005580152,0.0002453249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837345,0.00015009861,0.0008557706,0.00015858431,0.00026556302,0.0001965262],"domain_scores_gemma":[0.9978124,0.0009832468,0.0005233316,0.00029795014,0.00033841236,0.00004465902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010193057,0.000109253575,0.00036528968,0.000051374747,0.00005801695,0.0000038758844,0.00034323309,0.00020344116,0.000021855982],"category_scores_gemma":[0.00083321636,0.000062211075,0.00019664048,0.00020125938,0.0006885115,0.000031557185,0.000038300972,0.00029133435,0.0000031966988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052384613,0.00017586381,0.96993303,0.000023689847,0.000020661157,0.000008512095,0.000046817313,0.00001639593,0.0010400657,0.021349993,0.0003044809,0.006556635],"study_design_scores_gemma":[0.000384221,0.00017844081,0.96515393,0.0000568389,0.000013365646,0.0001529413,0.00014601543,0.00025981932,0.0022258684,0.014813846,0.016563406,0.000051295345],"about_ca_topic_score_codex":0.000095040086,"about_ca_topic_score_gemma":0.0004142834,"teacher_disagreement_score":0.016258925,"about_ca_system_score_codex":0.000029265979,"about_ca_system_score_gemma":0.00031167577,"threshold_uncertainty_score":0.2536894},"labels":[],"label_agreement":null},{"id":"W2011482840","doi":"10.1007/s11673-014-9591-7","title":"Ethical Considerations of Physician Career Involvement in Global Health Work: A Framework","year":2015,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Autonomy; Community health; Health care; Work (physics); Nursing; Medicine; Psychology; Medical education; Public relations; Public health; Political science","score_opus":0.19983174755410812,"score_gpt":0.4453814854948151,"score_spread":0.24554973794070697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011482840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7297298,0.00451144,0.0035345766,0.25895292,0.0022924724,0.00037695764,0.000017063008,0.000019543184,0.0005652769],"genre_scores_gemma":[0.9375385,0.00011976906,0.00660644,0.055089813,0.00062801637,0.0000021097387,0.0000033668232,0.000007837887,0.0000041640556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967805,0.00040508955,0.0012953639,0.00015068761,0.00093101856,0.00043730237],"domain_scores_gemma":[0.99709314,0.0005033692,0.00048071827,0.0002072174,0.00074111077,0.0009744314],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034363312,0.00014042309,0.000784555,0.00014015245,0.000040490624,0.000013887779,0.00007639169,0.0006377005,0.00002280333],"category_scores_gemma":[0.002742941,0.00011073437,0.00019554535,0.00056421675,0.0004290634,0.00006083858,0.000047466558,0.00236894,0.000008956804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006413312,0.0044605713,0.38450837,0.0012250617,0.00042329176,0.0017144887,0.02239181,0.0003753727,0.00013194479,0.1704,0.37680367,0.031152124],"study_design_scores_gemma":[0.015902711,0.012821512,0.50397104,0.0147374775,0.00032434316,0.0012673181,0.025230577,0.00026952487,0.00055247097,0.3937496,0.03017684,0.0009965663],"about_ca_topic_score_codex":0.00015546218,"about_ca_topic_score_gemma":0.00007300767,"teacher_disagreement_score":0.34662682,"about_ca_system_score_codex":0.0005380132,"about_ca_system_score_gemma":0.0032694757,"threshold_uncertainty_score":0.99993265},"labels":[],"label_agreement":null},{"id":"W2012316229","doi":"10.1186/1742-4690-6-s3-p94","title":"P06-05. Building capacity for HIV/AIDS prevention trials in Africa: Evidence from three projects supported by the Global Health Research Initiative","year":2009,"lang":"en","type":"article","venue":"Retrovirology","topic":"Global Health and Surgery","field":"Medicine","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":"Providence Health Care","funders":"","keywords":"Human immunodeficiency virus (HIV); Capacity building; Medicine; Pre-exposure prophylaxis; Alternative medicine; Environmental health; Family medicine; Economic growth; Pathology; Men who have sex with men","score_opus":0.3578984766805582,"score_gpt":0.47819767849081235,"score_spread":0.12029920181025416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012316229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614057,0.002359277,0.0052161035,0.027267158,0.0002546674,0.002977938,0.0002273388,0.000045239936,0.00024661148],"genre_scores_gemma":[0.9937991,0.00021642649,0.002838739,0.0025641185,0.0002696888,0.00015251215,0.00009243817,0.000009576899,0.00005741709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99386966,0.0029339101,0.0009994182,0.00052512606,0.00049402943,0.0011778417],"domain_scores_gemma":[0.99449545,0.004274825,0.00035072232,0.00037830244,0.00021715497,0.00028352952],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016284466,0.00018076887,0.0010131369,0.00016992408,0.00020847941,0.000019058321,0.00018930355,0.00028832935,0.00003479846],"category_scores_gemma":[0.014358454,0.0001288192,0.00017628795,0.000741943,0.00017492638,0.00013290353,0.00004135882,0.00060915004,0.000011241533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018314587,0.0014086171,0.5676998,0.00047322988,0.00022653285,0.00011989663,0.0029009935,0.000008586487,0.0076203886,0.010157996,0.26737335,0.123696],"study_design_scores_gemma":[0.009466772,0.019251402,0.840628,0.0011790474,0.00015530194,0.000108724875,0.0010568481,0.0010866079,0.0011034244,0.10770588,0.017852865,0.00040508466],"about_ca_topic_score_codex":0.0007382693,"about_ca_topic_score_gemma":0.00053956924,"teacher_disagreement_score":0.2729282,"about_ca_system_score_codex":0.00086582365,"about_ca_system_score_gemma":0.0013001919,"threshold_uncertainty_score":0.99394405},"labels":[],"label_agreement":null},{"id":"W2014413011","doi":"10.2106/jbjs.g.01127","title":"The 2007 ABC Traveling Fellowship: Building International Orthopaedic Bridges","year":2008,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"St. Paul's Hospital; Jewish General Hospital","funders":"","keywords":"Art history; Library science; Management; Classics; Philosophy; Art; Computer science; Economics","score_opus":0.03527875900462443,"score_gpt":0.27785592235598605,"score_spread":0.24257716335136162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014413011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98070616,0.009567561,0.00028844102,0.0065176743,0.002234425,0.00005412871,0.000001999104,0.000010657532,0.0006189786],"genre_scores_gemma":[0.9776486,0.018764,0.0002959907,0.0014674845,0.0013460851,8.978535e-7,0.0000018698904,0.000011736799,0.0004633302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978998,0.000054442215,0.0011156391,0.00010305835,0.0005006535,0.0003264574],"domain_scores_gemma":[0.9980782,0.00068588724,0.0005137589,0.000096771524,0.000281227,0.00034414968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028656332,0.000113246766,0.00056169415,0.00022982538,0.00026711894,0.000024380783,0.000021786946,0.00006593689,0.00004139708],"category_scores_gemma":[0.0011296159,0.00007275498,0.00041786916,0.000113823284,0.0001072799,0.0001320543,0.000020589616,0.00036093447,0.0000057316397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013597531,0.00020516785,0.72485846,0.0001860601,0.00022372595,0.0057840496,0.00026583378,0.00001437191,0.0015540007,0.00016574548,0.19921602,0.0661668],"study_design_scores_gemma":[0.00085628015,0.00011117175,0.80294645,0.00080984214,0.00006095075,0.022697842,0.00035537194,0.00021750285,0.0003683773,0.00015949916,0.17126106,0.00015563345],"about_ca_topic_score_codex":0.000026798438,"about_ca_topic_score_gemma":0.0000020454731,"teacher_disagreement_score":0.07808799,"about_ca_system_score_codex":0.000053190965,"about_ca_system_score_gemma":0.00036045513,"threshold_uncertainty_score":0.29668617},"labels":[],"label_agreement":null},{"id":"W2014874901","doi":"10.1097/prs.0b013e318212e541","title":"First Global Summit of National Plastic Surgery Societies: Joint Statement","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Summit; Medicine; Statement (logic); Joint (building); Plastic surgery; Law; Surgery; Political science; Geography; Cartography","score_opus":0.05780947638596283,"score_gpt":0.27381220875469753,"score_spread":0.21600273236873468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014874901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849401,0.00032046047,0.00075159036,0.00009648687,0.006026706,0.00030907753,0.00057749456,0.00010742737,0.006870631],"genre_scores_gemma":[0.9983951,0.00021407276,0.0007616487,0.00019371406,0.00022037586,0.000051870713,0.00008669643,0.000029144028,0.00004739524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958699,0.0001221717,0.0015953984,0.00054907124,0.0009535737,0.0009099366],"domain_scores_gemma":[0.9877346,0.00997376,0.00064979907,0.00026023327,0.000801883,0.00057971076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012674239,0.00039314266,0.0012489157,0.00037718005,0.0001566817,0.0000134599695,0.0000813243,0.0002096909,0.0016191367],"category_scores_gemma":[0.007840908,0.00036782978,0.000624557,0.0006032176,0.0005600136,0.00020286097,0.000064955,0.0002633999,0.00015049541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010370965,0.00040266995,0.94607,0.0010457936,0.00037794342,0.00011454423,0.00019034486,0.000011926803,0.000015320653,0.00081476144,0.047657806,0.002261805],"study_design_scores_gemma":[0.00071133825,0.00014606323,0.9898319,0.0012480972,0.00014737737,0.00030192552,0.0012197185,0.0002456918,0.00044698475,0.0035190128,0.0016700118,0.0005118798],"about_ca_topic_score_codex":0.00016108753,"about_ca_topic_score_gemma":0.00005247399,"teacher_disagreement_score":0.045987796,"about_ca_system_score_codex":0.0006242935,"about_ca_system_score_gemma":0.0024134365,"threshold_uncertainty_score":0.9998774},"labels":[],"label_agreement":null},{"id":"W2015265415","doi":"10.3402/gha.v7.23974","title":"Where theory and practice of global health intersect: the developmental history of a Canadian global health initiative","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"St. Michael's Hospital","funders":"","keywords":"Global health; Health equity; Public relations; Social determinants of health; Health policy; Upstream (networking); Redress; General partnership; Conceptualization; International health; Public health; Political science; Economic growth; Medicine; Nursing","score_opus":0.03442126472883478,"score_gpt":0.36233402062042624,"score_spread":0.32791275589159147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015265415","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":[0.31165156,0.13395196,0.007376589,0.32048744,0.0163181,0.009196254,0.003975702,0.00045415125,0.19658823],"genre_scores_gemma":[0.941196,0.0031866012,0.001317115,0.053974494,0.00018064235,0.000019875602,0.00007431528,0.000012933092,0.000037985068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495184,0.001741949,0.0011632323,0.0004510097,0.0005752415,0.0011167198],"domain_scores_gemma":[0.9961173,0.00036278693,0.001143241,0.00031738446,0.0003314711,0.0017278052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047739553,0.0003003519,0.0008503203,0.00011821179,0.0002940572,0.000009609516,0.00013996614,0.00016859516,0.000041430936],"category_scores_gemma":[0.0010625655,0.00025368383,0.000110281886,0.00088720815,0.00029928447,0.00022832409,0.000055374967,0.00031749657,0.000016588725],"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":true,"study_design_scores_codex":[0.005939574,0.000514284,0.045817874,0.003966374,0.00020510888,0.000014578881,0.0033044426,0.0000053170565,0.000002600889,0.08254841,0.27610564,0.58157575],"study_design_scores_gemma":[0.0031185767,0.0037528533,0.46032757,0.0014864681,0.00006757304,0.002038022,0.014484022,0.00009926958,0.0000022592574,0.0041144206,0.51015383,0.00035510174],"about_ca_topic_score_codex":0.43070015,"about_ca_topic_score_gemma":0.37396458,"teacher_disagreement_score":0.6295445,"about_ca_system_score_codex":0.024860458,"about_ca_system_score_gemma":0.028865399,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2015628727","doi":"10.3747/co.19.1080","title":"The African Organization for Research and Training in Cancer","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Health and Surgery","field":"Medicine","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; Training (meteorology); Cancer; Medical education; Family medicine; Internal medicine","score_opus":0.45983800260534025,"score_gpt":0.5663826522803663,"score_spread":0.10654464967502608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015628727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798821,0.009280822,0.000036107536,0.0076904693,0.0013233065,0.00042204311,0.0000033511467,0.000009744691,0.0013520187],"genre_scores_gemma":[0.998367,0.0010139326,0.000023712408,0.0000955758,0.0003677887,0.00006026585,0.000007543087,0.0000049863975,0.000059158607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931395,0.000059331902,0.00010498211,0.00006591594,0.0000672436,0.0003886015],"domain_scores_gemma":[0.9992292,0.00044839247,0.000019424462,0.000047840484,0.00012456726,0.00013055891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010672525,0.000029487732,0.00009855501,0.00004861174,0.00011236143,0.000003278466,0.00002221429,0.000041189942,0.000014224717],"category_scores_gemma":[0.00059284247,0.000019741718,0.0000064855667,0.000209378,0.00007199216,0.000020052432,0.00001584367,0.0001398474,0.0000027743667],"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":[0.00013048998,0.00012653127,0.39134645,0.00007420485,0.0000031238858,6.683061e-7,0.0029488911,8.8322714e-8,0.0000339297,0.0044335215,0.008233034,0.59266907],"study_design_scores_gemma":[0.00057522237,0.00018704023,0.17404504,0.000029482226,0.0000047983317,0.000009796989,0.0018505789,0.000039874678,0.000019524894,0.00038957785,0.8228237,0.000025335332],"about_ca_topic_score_codex":0.000025575298,"about_ca_topic_score_gemma":0.00010511518,"teacher_disagreement_score":0.8145907,"about_ca_system_score_codex":0.00018670659,"about_ca_system_score_gemma":0.0003145921,"threshold_uncertainty_score":0.08642046},"labels":[],"label_agreement":null},{"id":"W2016422979","doi":"10.2471/blt.11.093732","title":"Surgical epidemiology: a call for action","year":2012,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Epidemiology; Call to action; Action (physics); Medicine; Pathology; Business","score_opus":0.054513894145074605,"score_gpt":0.37275911806716905,"score_spread":0.3182452239220944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016422979","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":[0.16424303,0.0037121135,0.002437001,0.8193186,0.0038193283,0.0030701745,0.000032804975,0.00018939307,0.0031775618],"genre_scores_gemma":[0.9667328,0.00019818167,0.0028474275,0.022034055,0.0007786728,0.00001686293,0.0000708113,0.000028670753,0.0072924993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865043,0.00022013213,0.000470853,0.00011197516,0.000107611675,0.0004389951],"domain_scores_gemma":[0.99851227,0.00058194797,0.0002848138,0.00019413028,0.00016841413,0.00025841573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017233604,0.00007955335,0.00032046455,0.000057894107,0.00016296342,0.0000011210592,0.000050752547,0.00007006665,0.00035264212],"category_scores_gemma":[0.0018085722,0.000055450913,0.00006598788,0.00034761828,0.000037846316,0.000011257393,0.000024950736,0.000120764176,0.000050940456],"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":[0.00018495493,0.00015609893,0.37475905,0.00061523187,0.000010236533,1.5025857e-7,0.00007386967,0.000005427871,0.000016634478,0.0063007614,0.61500627,0.002871328],"study_design_scores_gemma":[0.0005364358,0.00005422866,0.19019033,0.000085799315,0.000016252763,0.0000322937,0.000015036012,0.000013024434,0.00018341515,0.00005717644,0.80877435,0.000041676278],"about_ca_topic_score_codex":0.00016051828,"about_ca_topic_score_gemma":0.000023260754,"teacher_disagreement_score":0.8024898,"about_ca_system_score_codex":0.00017399101,"about_ca_system_score_gemma":0.00019345703,"threshold_uncertainty_score":0.38611838},"labels":[],"label_agreement":null},{"id":"W2016830350","doi":"10.1016/s0140-6736(13)60449-3","title":"The researcher of the future…takes advantage of international opportunities","year":2013,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Wellcome Trust","keywords":"Quarter (Canadian coin); Competition (biology); Public relations; Medicine; Political science; Medical education; History","score_opus":0.0931284231020768,"score_gpt":0.360016224247338,"score_spread":0.26688780114526117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016830350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7324911,0.0022173855,0.0000023779828,0.18124361,0.00087776664,0.00031107044,0.0000362455,0.000011755192,0.0828087],"genre_scores_gemma":[0.98920226,0.0018443762,0.000032176573,0.002039656,0.0007980196,0.000012424012,0.0000042698152,0.000004329152,0.0060624904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929714,0.00007834766,0.00014565125,0.000039938313,0.0002747292,0.00016417605],"domain_scores_gemma":[0.99921906,0.00020137784,0.000067190755,0.0003405814,0.00013428215,0.000037525828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006140131,0.000037557274,0.00013477253,0.000009855437,0.000061280036,0.000006624078,0.00026803973,0.00002197102,0.00022070605],"category_scores_gemma":[0.00015275797,0.000013725891,0.00004637872,0.00005067426,0.00019091643,0.000026064798,0.000039914936,0.0001392661,0.000010735354],"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":[0.0005322313,0.00006141187,0.10346118,0.00017492556,0.000086885106,0.0000038660114,0.00082648225,9.0610115e-7,0.00092849,0.034942564,0.8138891,0.045091946],"study_design_scores_gemma":[0.00041213265,0.00003662063,0.35183492,0.000073891344,0.000007758567,0.000009978244,0.0043085623,0.000050971517,0.00046756177,0.0017040708,0.64106834,0.000025202939],"about_ca_topic_score_codex":0.00010991852,"about_ca_topic_score_gemma":0.000026876252,"teacher_disagreement_score":0.25671116,"about_ca_system_score_codex":0.0000114524355,"about_ca_system_score_gemma":0.00008724255,"threshold_uncertainty_score":0.24165764},"labels":[],"label_agreement":null},{"id":"W2017633810","doi":"10.1016/s0140-6736(10)60450-3","title":"Education of health professionals for the 21st century: a global independent Commission","year":2010,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":140,"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":"Transformative learning; Commission; Health professionals; Public relations; Health education; Key (lock); Global health; Political science; Business; Health care; Sociology; Pedagogy","score_opus":0.04154165262782588,"score_gpt":0.3975341359714392,"score_spread":0.35599248334361333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017633810","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":[0.38876173,0.007154952,0.0001125519,0.57707673,0.0056340927,0.0031777443,0.00018806661,0.00006405858,0.01783006],"genre_scores_gemma":[0.987611,0.00024801272,0.00021330535,0.010908811,0.000709633,0.00004808626,0.000028401242,0.0000042594074,0.0002285207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992223,0.0000647039,0.00020896902,0.000079461606,0.00018984845,0.00023473208],"domain_scores_gemma":[0.9991702,0.000157514,0.00013556622,0.00036962313,0.0000734708,0.00009362911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172863,0.000057344187,0.00024070671,0.000009613196,0.00016161689,0.0000046780788,0.00013424491,0.000047431284,0.00003905309],"category_scores_gemma":[0.00017930819,0.000025767735,0.000047719666,0.00008788181,0.000040717583,0.000015221045,0.000026018384,0.00018148957,0.000006314154],"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":[0.0011140449,0.00065821805,0.056694187,0.000782102,0.000034367637,2.8475125e-7,0.00061822997,7.487937e-7,0.00032043734,0.12798604,0.5448215,0.2669698],"study_design_scores_gemma":[0.0008877783,0.00009205651,0.35076988,0.00021698033,0.000016949538,0.0000203868,0.0011625123,0.000046122685,0.0000596555,0.0028463854,0.64384073,0.000040540093],"about_ca_topic_score_codex":0.0002114783,"about_ca_topic_score_gemma":0.000046837948,"teacher_disagreement_score":0.59884924,"about_ca_system_score_codex":0.000035629746,"about_ca_system_score_gemma":0.0008088638,"threshold_uncertainty_score":0.14348896},"labels":[],"label_agreement":null},{"id":"W2017698393","doi":"10.1007/s00268-014-2620-1","title":"Prevalence of Surgical Conditions in Individuals Aged More Than 50 Years: A Cluster‐Based Household Survey in Sierra Leone","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Sierra leone; Odds ratio; Population; Confidence interval; Cross-sectional study; Health care; Vascular surgery; Cluster (spacecraft); Disease; Disease burden; Gerontology; Demography; Environmental health; Surgery; Cardiac surgery; Internal medicine","score_opus":0.060766334625333034,"score_gpt":0.3175727373773966,"score_spread":0.25680640275206357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017698393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710876,0.0008679031,0.000014304042,0.0011954113,0.00036654965,0.00018535487,0.000094672316,0.0000113946335,0.0001556498],"genre_scores_gemma":[0.9985576,0.0003348317,0.00010398549,0.00068379537,0.00013192632,0.0000056018553,0.000028168475,0.00002172977,0.00013234232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962227,0.0008646468,0.001539656,0.00018967187,0.0006683901,0.0005149673],"domain_scores_gemma":[0.9945495,0.004008509,0.00065945985,0.0002619643,0.00014128155,0.0003792525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007948442,0.00017584198,0.0010339215,0.0015391206,0.000026896636,0.000011864306,0.00012925497,0.00011847611,0.00012655719],"category_scores_gemma":[0.001073043,0.00015942827,0.00027921895,0.0010544108,0.00014710403,0.00015291311,0.000027260827,0.00064097025,0.0000040044724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057356333,0.0004671472,0.9901457,0.0003949723,0.00002145378,0.00038260003,0.00009576407,0.00017391142,0.000048654227,0.000010568928,0.0071882964,0.00049736624],"study_design_scores_gemma":[0.0020895726,0.00007484157,0.9940288,0.0021121528,0.000029050958,0.00014692539,0.000029197938,0.00004484353,0.00005505629,0.000038324884,0.0012243777,0.00012682263],"about_ca_topic_score_codex":0.00029680008,"about_ca_topic_score_gemma":0.00038864612,"teacher_disagreement_score":0.006875399,"about_ca_system_score_codex":0.00010836755,"about_ca_system_score_gemma":0.0005898931,"threshold_uncertainty_score":0.6501296},"labels":[],"label_agreement":null},{"id":"W2018196377","doi":"10.1080/17441692.2014.999814","title":"Developing collaborative approaches to international research: Perspectives of new global health researchers","year":2015,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute; Public Health Ontario; Hospital for Sick Children; University of Toronto; Centre for Global Health Research; Centre for Addiction and Mental Health","funders":"National Institute on Minority Health and Health Disparities","keywords":"Mentorship; Global health; Public relations; Context (archaeology); Political science; Economic growth; Sociology; Health care; Geography","score_opus":0.723604416639924,"score_gpt":0.5314632499465776,"score_spread":0.19214116669334647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018196377","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":[0.056725107,0.0065142508,0.0044554044,0.8814238,0.0007434728,0.002048347,0.0004036844,0.00013814225,0.047547843],"genre_scores_gemma":[0.9466884,0.0006276357,0.035869185,0.015233956,0.0007111344,0.00005343391,0.00016395557,0.0000241913,0.0006281223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932811,0.001020618,0.00084716885,0.00066167937,0.0022538789,0.0019355221],"domain_scores_gemma":[0.9911758,0.000111365785,0.00022536825,0.00044372407,0.0020259225,0.006017856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010208917,0.00022256246,0.0007091501,0.0003177881,0.0002210945,0.00008696104,0.00041220913,0.00013769844,0.000034830824],"category_scores_gemma":[0.005850765,0.00020611839,0.00008361427,0.0043064654,0.00025143026,0.00025649605,0.00029006207,0.00041532647,0.000095307725],"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":true,"study_design_scores_codex":[0.00084975385,0.00042359345,0.030919323,0.00025391558,0.000116274234,0.000018745923,0.010628072,0.000011310018,2.2449277e-7,0.2619751,0.56410956,0.13069408],"study_design_scores_gemma":[0.003035759,0.0024668449,0.09470986,0.00038162185,0.000003371456,0.000108673376,0.11747472,0.000103507744,0.000002814988,0.010306188,0.7711247,0.0002819097],"about_ca_topic_score_codex":0.009251192,"about_ca_topic_score_gemma":0.0014584936,"teacher_disagreement_score":0.88996327,"about_ca_system_score_codex":0.013070265,"about_ca_system_score_gemma":0.09019091,"threshold_uncertainty_score":0.9973463},"labels":[],"label_agreement":null},{"id":"W2019540412","doi":"10.1017/s1049023x1200009x","title":"Health Diplomacy and Humanitarian Action: Uncharted Territory","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Global Affairs Canada; Carleton University","funders":"","keywords":"Diplomacy; Action (physics); Humanitarian aid; Political science; Public relations; Computer security; Computer science; Law","score_opus":0.06342238676641687,"score_gpt":0.3153622639468716,"score_spread":0.25193987718045474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019540412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671981,0.006092903,0.00005445283,0.0063828505,0.00054985366,0.00039581096,0.0000067109186,0.00008751419,0.01923184],"genre_scores_gemma":[0.99388915,0.00039170685,0.000105207684,0.004444521,0.00048387275,0.000014468172,0.000026213978,0.000013979009,0.0006308572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883246,0.00003520863,0.00031291138,0.00027966933,0.00018637818,0.00035338086],"domain_scores_gemma":[0.9990042,0.000030434025,0.000072032504,0.00017588706,0.000037088626,0.0006803837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020895012,0.00016719502,0.00039540106,0.00008274051,0.00013269353,0.0000062247595,0.000032327735,0.000057865625,0.0002197525],"category_scores_gemma":[0.000040975323,0.00011824088,0.000028186618,0.00006819043,0.0002546853,0.00012356741,0.00004207362,0.0001590522,0.000013183524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001514039,0.00078289234,0.69688076,0.0026260219,0.00016592279,0.0002429789,0.059562594,1.2643577e-8,0.00023915769,0.008640934,0.028553749,0.20079094],"study_design_scores_gemma":[0.0025895431,0.0026487897,0.972031,0.0004991909,0.00006214011,0.00029547833,0.0046407906,0.000016465612,0.000012839164,0.0023423012,0.01469179,0.00016967928],"about_ca_topic_score_codex":0.0006687351,"about_ca_topic_score_gemma":0.000054494725,"teacher_disagreement_score":0.27515024,"about_ca_system_score_codex":0.000028709495,"about_ca_system_score_gemma":0.00005551165,"threshold_uncertainty_score":0.48217234},"labels":[],"label_agreement":null},{"id":"W2021181144","doi":"10.1016/j.wneu.2014.09.001","title":"A Qualitative Assessment of the Benefits and Challenges of International Neurosurgical Teaching Collaboration in Ethiopia","year":2014,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Government (linguistics); Qualitative research; Unit (ring theory); Medical education; Neurosurgery; Health care; Nursing; Economic growth; Surgery","score_opus":0.052824005162325424,"score_gpt":0.3858845398469759,"score_spread":0.33306053468465047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021181144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97652805,0.00041932493,0.0000056650624,0.017627953,0.0006689495,0.00017546755,0.000010973256,0.00001021132,0.004553406],"genre_scores_gemma":[0.99814224,0.0005936984,0.00010569852,0.0010197903,0.00004977778,0.000009556587,0.000003117803,0.000008613548,0.000067500856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981605,0.0006288715,0.0005063459,0.00019426289,0.00035133405,0.00015868724],"domain_scores_gemma":[0.998,0.0014319863,0.00022646078,0.00017232816,0.00009360297,0.00007560365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016361154,0.0000937979,0.0003292058,0.00021528127,0.000034942972,0.0000065704385,0.000058373997,0.00004294405,0.000006746262],"category_scores_gemma":[0.0010830542,0.00007026751,0.000063633466,0.00025780834,0.00008213801,0.00005943678,0.000050797626,0.00027605428,2.7585352e-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":[0.00033789527,0.00046375656,0.8210809,0.0005166902,0.000019265895,0.000012247479,0.0027155667,0.00009827851,0.0026144679,0.15293653,0.000547395,0.018656975],"study_design_scores_gemma":[0.0005888768,0.00008002227,0.9879988,0.00035841987,0.0000098026385,0.000012227085,0.0003525895,0.0008361357,0.00028551943,0.00018706215,0.009226163,0.00006442495],"about_ca_topic_score_codex":0.000027219527,"about_ca_topic_score_gemma":0.00010140311,"teacher_disagreement_score":0.16691782,"about_ca_system_score_codex":0.000025720568,"about_ca_system_score_gemma":0.00010094541,"threshold_uncertainty_score":0.2865426},"labels":[],"label_agreement":null},{"id":"W2021399607","doi":"10.1186/1472-6920-14-187","title":"Analyzing international clinical education practices for Canadian rehabilitation students","year":2014,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"Canadian Institutes of Health Research","keywords":"Internship; Medical education; Debriefing; Medicine; Political science; Psychology; Nursing","score_opus":0.04664295517735052,"score_gpt":0.5096509364314852,"score_spread":0.46300798125413467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021399607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92288154,0.00022342149,0.0035069624,0.052264083,0.011356764,0.001032758,0.0000044612034,0.000047627982,0.008682396],"genre_scores_gemma":[0.96736515,0.000078722005,0.014456509,0.012882247,0.003127017,0.00023589339,0.00049536664,0.0000146351085,0.0013444729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998088,0.00021458945,0.0005872529,0.0002959474,0.000557107,0.00025711092],"domain_scores_gemma":[0.9957911,0.0017449642,0.00034550403,0.00023790085,0.00059129414,0.001289251],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036955609,0.00009063661,0.000200027,0.00022904894,0.00010981968,0.000035887053,0.00015541058,0.00018922766,0.00030537482],"category_scores_gemma":[0.07774974,0.0000843464,0.00010519389,0.00016075373,0.000054143005,0.00014938034,0.000013142651,0.000184651,0.00006743014],"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":[0.00011007044,0.0007599661,0.73001885,0.00019446359,0.000014159844,1.06040744e-7,0.000082014885,2.9278667e-7,9.771851e-7,0.0022234297,0.06434059,0.20225504],"study_design_scores_gemma":[0.0006210829,0.00017724268,0.5886342,0.00025953227,0.00004861439,0.000012037722,0.0005080065,0.0011225716,9.5279626e-7,0.0007088436,0.40782923,0.00007766762],"about_ca_topic_score_codex":0.01599955,"about_ca_topic_score_gemma":0.023475854,"teacher_disagreement_score":0.34348863,"about_ca_system_score_codex":0.00032563167,"about_ca_system_score_gemma":0.019574588,"threshold_uncertainty_score":0.99434316},"labels":[],"label_agreement":null},{"id":"W2021403243","doi":"10.5402/2012/718303","title":"Education in Global Health: Experience in Health-Promoting Schools Provides Trainees with Defined Core Competencies","year":2012,"lang":"en","type":"article","venue":"ISRN Education","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Core competency; General partnership; Medical education; Medicine; Multidisciplinary approach; Global health; Health care; Interprofessional education; Curriculum; Health education; Nursing; Psychology; Public health; Pedagogy; Political science","score_opus":0.04184095213065343,"score_gpt":0.38794625038646285,"score_spread":0.34610529825580943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021403243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97910315,0.0042567984,0.00003345846,0.014068848,0.00074458437,0.0010687942,0.0000051648376,0.000046460624,0.00067276426],"genre_scores_gemma":[0.9876515,0.00011220671,0.0056704856,0.0058769993,0.00026013423,0.00022616886,0.000100569276,0.000011977929,0.00008990598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980817,0.00010420985,0.0005828082,0.00024903312,0.0002470095,0.00073524535],"domain_scores_gemma":[0.99890655,0.00005273148,0.0002288884,0.00021279111,0.00011110384,0.00048795057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075642974,0.00015691054,0.00033018115,0.00017462981,0.000093417104,0.000017766528,0.00006484982,0.00006282607,0.00001591806],"category_scores_gemma":[0.0003742417,0.0001386984,0.000026352942,0.00068648334,0.000042411008,0.00032061205,0.000010820082,0.0002086664,0.000014277929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083619714,0.0009386208,0.87518173,0.0005413147,0.0000016931898,3.6611954e-7,0.0067353286,0.0000018000393,0.000040725397,0.0016690303,0.0012506939,0.11355509],"study_design_scores_gemma":[0.0004239374,0.00020527895,0.96756744,0.001385297,0.000002357275,0.00009738277,0.025642762,0.000042259955,0.000015106365,0.00028605157,0.0042129555,0.00011916116],"about_ca_topic_score_codex":0.008516346,"about_ca_topic_score_gemma":0.0039774603,"teacher_disagreement_score":0.11343593,"about_ca_system_score_codex":0.0014372236,"about_ca_system_score_gemma":0.011772191,"threshold_uncertainty_score":0.99808604},"labels":[],"label_agreement":null},{"id":"W2022898633","doi":"10.1078/1438-4639-00238","title":"Paradigms and progress in building research capacity in international environmental health","year":2003,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Global Health and Surgery","field":"Medicine","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":"National Institute of Allergy and Infectious Diseases; Agency for Toxic Substances and Disease Registry; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institute on Drug Abuse; Centers for Disease Control and Prevention; National Cancer Institute; National Institutes of Health; World Health Organization","keywords":"Poverty; Environmental planning; Urbanization; Natural resource; Environmental resource management; Business; Resource (disambiguation); Environmental health; Health care; Psychological intervention; Public health; Industrialisation; Economic growth; Natural resource economics; Geography; Political science; Medicine; Economics; Nursing","score_opus":0.04875928659580056,"score_gpt":0.3661815744687444,"score_spread":0.3174222878729438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022898633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98377454,0.0071667093,0.000021474254,0.008202764,0.00040487267,0.00022148447,0.00003063984,0.0000028032666,0.00017468915],"genre_scores_gemma":[0.9870347,0.010139589,0.001276057,0.0013857611,0.00010451117,0.000005801134,0.00001702431,0.000011736942,0.000024857532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742776,0.00024751562,0.00079210993,0.00023758678,0.00082053256,0.00047452145],"domain_scores_gemma":[0.99909925,0.00009675434,0.00024742563,0.00008288861,0.000013844098,0.000459854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498097,0.00013204312,0.0003475444,0.0005487839,0.0000761872,0.000025444046,0.000116218805,0.000062444466,0.00005388632],"category_scores_gemma":[0.000051237766,0.00012194904,0.000047094578,0.00008687249,0.00022482144,0.0002141792,0.000062559324,0.0005531539,0.0000028530953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035945504,0.0006996701,0.9385477,0.00004723673,0.000028801243,0.00022675966,0.00092848984,0.000011105303,0.00014829516,0.00070783304,0.0001615706,0.05813311],"study_design_scores_gemma":[0.003413572,0.00081317354,0.9721093,0.00046759952,0.0000025812394,0.0024283167,0.0019315933,0.00022713079,0.00013281009,0.0008045527,0.017549414,0.000119953846],"about_ca_topic_score_codex":0.00021493195,"about_ca_topic_score_gemma":0.000048381764,"teacher_disagreement_score":0.058013156,"about_ca_system_score_codex":0.0014098992,"about_ca_system_score_gemma":0.00021952944,"threshold_uncertainty_score":0.49729374},"labels":[],"label_agreement":null},{"id":"W2023959686","doi":"10.1503/cjs.027011","title":"Establishing a surgical partnership between Addis Ababa, Ethiopia, and Toronto, Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":30,"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 Toronto","funders":"","keywords":"Medicine; General partnership; Medical education; Surgical procedures; Nursing; Unit (ring theory); Resource (disambiguation); Surgery","score_opus":0.03920766891691738,"score_gpt":0.2650178847852817,"score_spread":0.22581021586836433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023959686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223025,0.007956289,0.0000024496003,0.0049567195,0.0006992483,0.00011474888,0.000019937124,0.000005965578,0.0040143677],"genre_scores_gemma":[0.9967386,0.00013055291,0.000043798016,0.0018341361,0.00083756825,0.0000027907477,0.000012962459,0.00001825441,0.00038131146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979326,0.000099134944,0.00068046694,0.00014805413,0.00033781535,0.0008019012],"domain_scores_gemma":[0.99365306,0.001236317,0.00021429508,0.00015142685,0.00037709414,0.004367785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076568156,0.00016182246,0.0006728947,0.0001697539,0.00013813569,0.000077556644,0.000074492,0.00014803575,0.00092124584],"category_scores_gemma":[0.0009493882,0.00014089416,0.00014125962,0.00015812044,0.00008307906,0.00043691034,0.000008022839,0.00042113452,0.0000044987946],"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":[0.000017670613,0.0000042823685,0.7601281,0.00007218732,0.000040799667,0.002801536,0.000121138255,2.432336e-7,9.1123735e-7,0.000057204463,0.21543671,0.02131924],"study_design_scores_gemma":[0.0003074101,0.00003564592,0.61546075,0.0003183654,0.00004517959,0.0018899206,0.00066505146,0.00000506823,0.000008342478,0.00003730887,0.38106441,0.00016254757],"about_ca_topic_score_codex":0.9714599,"about_ca_topic_score_gemma":0.9537837,"teacher_disagreement_score":0.1656277,"about_ca_system_score_codex":0.0009508913,"about_ca_system_score_gemma":0.013409861,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W2024623036","doi":"10.3928/00904481-20081201-11","title":"Global Health Training for Pediatric Residents","year":2008,"lang":"en","type":"article","venue":"Pediatric Annals","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medical school; Medicine; Global health; Family medicine; Health science; Child health; Columbia university; Gerontology; Pediatrics; Public health; Medical education; Nursing; Sociology; Media studies","score_opus":0.12817870507978105,"score_gpt":0.4098853239514406,"score_spread":0.2817066188716596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024623036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716275,0.015997883,0.0010276402,0.0064652325,0.00088123686,0.0009628469,0.00017001272,0.00019589676,0.002671751],"genre_scores_gemma":[0.96956277,0.012783773,0.0012707452,0.0107491175,0.004700584,0.000055854805,0.000070685695,0.000025593867,0.00078089704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973227,0.00005838506,0.0006440664,0.0003765767,0.0004703673,0.0011279101],"domain_scores_gemma":[0.99815565,0.00017829325,0.00022906532,0.00024505073,0.00021004706,0.000981915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082730857,0.00019897606,0.0005554303,0.00018530985,0.00031397372,0.000009156537,0.000098805525,0.00012790691,0.00004259431],"category_scores_gemma":[0.00066252594,0.00018623647,0.00024148115,0.0008432128,0.000026495425,0.00008508293,0.000025721343,0.00012962373,0.00008835265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022149131,0.00009888489,0.6613899,0.00034821368,0.000009026183,0.000057674566,0.00017414242,0.0000029954283,8.560918e-8,0.00012567162,0.33379734,0.0037745815],"study_design_scores_gemma":[0.0014957505,0.0005028573,0.9815678,0.0000115135035,0.00006675464,0.0002659075,0.00006853,0.000035587487,9.0813677e-7,0.0005576616,0.01523333,0.00019342423],"about_ca_topic_score_codex":0.0002074514,"about_ca_topic_score_gemma":0.000011570957,"teacher_disagreement_score":0.32017788,"about_ca_system_score_codex":0.000120753684,"about_ca_system_score_gemma":0.0017876745,"threshold_uncertainty_score":0.75945026},"labels":[],"label_agreement":null},{"id":"W2025553258","doi":"10.1080/11926422.2010.9687318","title":"Strengthening global health diplomacy in Canada's foreign policy architecture: Literature review and key informant interviews","year":2010,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; York University; University of Toronto","funders":"","keywords":"Diplomacy; Prosperity; Global health; Political science; Reputation; Government (linguistics); Health policy; Economic growth; Foreign policy; Public relations; Business; Health care; Economics; Law","score_opus":0.009198925952610144,"score_gpt":0.30400606851264733,"score_spread":0.2948071425600372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025553258","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":[0.13318029,0.21562627,0.000057216243,0.08422491,0.00040642236,0.0033302458,0.002035615,0.00008362534,0.5610554],"genre_scores_gemma":[0.87289375,0.016681345,0.00036699403,0.108827524,0.0010368929,0.000012716555,0.000071849165,0.000029557272,0.00007935881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643207,0.000112902206,0.0010735794,0.00026533214,0.00035344053,0.0017626629],"domain_scores_gemma":[0.9940857,0.00005373103,0.0003227952,0.0003629515,0.00015598672,0.005018788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000861739,0.00036944245,0.0008422879,0.0007940786,0.00028917976,0.00010030718,0.0002525247,0.00015069522,0.0000856536],"category_scores_gemma":[0.00095105474,0.0003004509,0.00014798024,0.0011559946,0.00007955284,0.00016893691,0.000046901037,0.0017226045,0.0000052671335],"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":[0.00013481225,0.00003859741,0.10417532,0.004444707,0.00011771727,0.0020144922,0.0011307052,0.0000066596513,0.0000044731464,0.5264994,0.097570784,0.26386234],"study_design_scores_gemma":[0.0037270265,0.000544392,0.21384476,0.015095427,0.00011034394,0.06586048,0.0005871907,0.00011328745,0.0000059547756,0.12234918,0.5767368,0.0010251547],"about_ca_topic_score_codex":0.91923743,"about_ca_topic_score_gemma":0.97990793,"teacher_disagreement_score":0.7397135,"about_ca_system_score_codex":0.0037768432,"about_ca_system_score_gemma":0.049063254,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W2026468393","doi":"10.1016/j.aodf.2008.02.006","title":"A Dental Experience with the Abayudaya Community in Uganda","year":2008,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Global Health and Surgery","field":"Medicine","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":"Tanzania; History; Socioeconomics; Sociology; Ethnology","score_opus":0.029566165996672954,"score_gpt":0.29735944590954744,"score_spread":0.2677932799128745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026468393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992793,0.0001915709,0.000006146009,0.00084697804,0.000057813766,0.000178055,0.0000023112323,0.000027949014,0.005896173],"genre_scores_gemma":[0.99600935,0.00004325651,0.00003512753,0.003493917,0.00003708959,0.00002265074,0.0000074045192,0.0000075873636,0.00034362954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992153,0.00008134823,0.00012914777,0.00008752754,0.00019389181,0.00029280476],"domain_scores_gemma":[0.99938947,0.000114010516,0.000027355434,0.00029232234,0.00002747535,0.00014936256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021359726,0.00008262368,0.00015968633,0.00004172454,0.0002372449,0.0000046650193,0.000097963784,0.000035163644,0.000036422265],"category_scores_gemma":[0.00004673912,0.000048515336,0.000028352555,0.0002717631,0.0001882124,0.00005763028,0.000027687223,0.0003266834,0.000025474123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029434141,0.00021194527,0.98589265,0.000023775998,0.0000073494807,0.00040933207,0.0092225,8.6031156e-7,0.00015609711,0.000057797173,0.0027945319,0.0009288329],"study_design_scores_gemma":[0.0011653864,0.00024748634,0.97905403,0.000056693603,0.0000055567666,0.00096423796,0.005972046,0.000024404037,0.0004950862,0.00001006709,0.011919781,0.000085248816],"about_ca_topic_score_codex":0.0018214819,"about_ca_topic_score_gemma":0.0014403365,"teacher_disagreement_score":0.0091252485,"about_ca_system_score_codex":0.000048475285,"about_ca_system_score_gemma":0.000106749074,"threshold_uncertainty_score":0.27535477},"labels":[],"label_agreement":null},{"id":"W2026620272","doi":"10.1016/s2214-109x(15)70053-7","title":"A taxonomy of global health: a qualitative analysis at a large academic health sciences centre","year":2014,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Equity (law); Health equity; Conceptual framework; Public relations; Public health; Taxonomy (biology); Sociology; Political science; Social science; Medicine; Nursing","score_opus":0.08552349246106754,"score_gpt":0.4628627056310803,"score_spread":0.37733921317001273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026620272","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":[0.42645222,0.027415365,0.005894187,0.52451134,0.00079153373,0.00326363,0.0035664812,0.0003102499,0.0077949977],"genre_scores_gemma":[0.8974393,0.0019603793,0.0020122933,0.09792617,0.0004224236,0.000032187036,0.000118902804,0.000010348773,0.00007800018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919201,0.0022787582,0.0015010829,0.00070608914,0.0010326921,0.0025612742],"domain_scores_gemma":[0.9959202,0.00040426978,0.0013047304,0.00074611825,0.00017116171,0.0014535579],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011566606,0.00035884982,0.0023316527,0.0001031951,0.0008503983,0.000016028447,0.00047869893,0.00014623771,0.00006651676],"category_scores_gemma":[0.00041832856,0.00024884703,0.00037272155,0.0034348585,0.00044024328,0.00008690489,0.00018489156,0.00044116235,0.0000796299],"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":[0.0015217791,0.00044576163,0.56511384,0.0018988908,0.0005053437,0.0000044291955,0.004924563,0.000083188934,5.1373485e-7,0.1439212,0.2444795,0.03710099],"study_design_scores_gemma":[0.006534771,0.0033997549,0.7202333,0.0013055344,0.00027290118,0.00013476142,0.010237243,0.004361629,0.0000023079408,0.009131341,0.24379541,0.00059101265],"about_ca_topic_score_codex":0.011735627,"about_ca_topic_score_gemma":0.0092878835,"teacher_disagreement_score":0.47098708,"about_ca_system_score_codex":0.0032653706,"about_ca_system_score_gemma":0.004721034,"threshold_uncertainty_score":0.99999636},"labels":[],"label_agreement":null},{"id":"W2026764650","doi":"10.1097/00000542-200112000-00007","title":"Assessing Pediatric Anesthesia Practices for Volunteer Medical Services Abroad","year":2001,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Global Health and Surgery","field":"Medicine","cited_by":52,"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","funders":"","keywords":"Medicine; Anesthesia; Intubation; Cardiopulmonary resuscitation; Anesthetic; Medical record; Population; Surgery; Resuscitation","score_opus":0.03556400756402692,"score_gpt":0.38986996451599704,"score_spread":0.3543059569519701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026764650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988112,0.0022563392,0.00003997279,0.0077791098,0.00016406085,0.00035975876,4.715615e-7,0.000119524615,0.0011688032],"genre_scores_gemma":[0.9745518,0.0011530493,0.000950169,0.021464681,0.0011704676,0.000064771615,0.000054225115,0.00002946604,0.00056138117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979734,0.00018607544,0.00043532733,0.00038932497,0.000314682,0.0007011971],"domain_scores_gemma":[0.9975885,0.0011291073,0.00035067188,0.00028485566,0.00018520601,0.000461665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012598356,0.00018981259,0.0004983155,0.0001469285,0.00018228721,0.00002784808,0.0001608504,0.00042176511,0.00035534368],"category_scores_gemma":[0.00089854456,0.00014867654,0.00012511956,0.00025260277,0.00006882571,0.00023162163,0.000017464168,0.0002871814,0.00015799732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005081299,0.00020651148,0.9797048,0.0004218747,0.000016189237,0.0018834097,0.000105551546,5.903879e-7,0.000023967126,0.00015622377,0.0058415495,0.011131188],"study_design_scores_gemma":[0.0008466451,0.00046471975,0.629827,0.000049663675,0.00010971472,0.008251554,0.0002890227,0.00035464004,0.000009837433,0.00020748668,0.3594346,0.00015507876],"about_ca_topic_score_codex":0.00034501453,"about_ca_topic_score_gemma":0.00003611903,"teacher_disagreement_score":0.35359308,"about_ca_system_score_codex":0.000033360277,"about_ca_system_score_gemma":0.00047184728,"threshold_uncertainty_score":0.60628533},"labels":[],"label_agreement":null},{"id":"W2027077751","doi":"10.1016/j.aogh.2015.02.595","title":"The influence of a global health concentration on the future career paths of undergraduate medical students: Pilot study results from a university of Calgary longitudinal study","year":2015,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Publication; Public health; Publishing; Medicine; Health care; Political science; Public relations; Medical education; Law; Nursing; History","score_opus":0.07528739020690149,"score_gpt":0.3951882723134448,"score_spread":0.31990088210654327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027077751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9544947,0.0021844502,0.000016832702,0.040263597,0.00028662573,0.001893504,0.0006734933,0.000017373359,0.00016943326],"genre_scores_gemma":[0.9961688,0.001251684,0.000022305174,0.002438477,0.00007491719,0.0000025247766,0.000030636766,0.000006006867,0.000004676563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934595,0.0012886347,0.0013699128,0.00040159788,0.0028795614,0.0006007914],"domain_scores_gemma":[0.9956689,0.00039287272,0.0012165378,0.0007207808,0.001131878,0.00086904416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005219486,0.00023039863,0.0009531511,0.000021168435,0.00020052864,0.000007761288,0.00059955457,0.00008105418,0.0000030865233],"category_scores_gemma":[0.0007438666,0.0001495942,0.000110838446,0.0006927878,0.00034652685,0.000070876384,0.00018244222,0.00028199697,0.0000027608678],"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":[0.015515818,0.0069195605,0.9510592,0.00015601324,0.00030693228,0.000054574233,0.001528509,0.000034733894,5.1053894e-7,0.0032236124,0.015316933,0.0058835642],"study_design_scores_gemma":[0.0043176333,0.021816634,0.9607563,0.00045953278,0.000045805748,0.000006068959,0.0115522165,0.000027762833,0.0000016254903,0.00059157866,0.00034523098,0.00007960876],"about_ca_topic_score_codex":0.08621371,"about_ca_topic_score_gemma":0.03441025,"teacher_disagreement_score":0.05180346,"about_ca_system_score_codex":0.00046647267,"about_ca_system_score_gemma":0.006079179,"threshold_uncertainty_score":0.9995554},"labels":[],"label_agreement":null},{"id":"W2027548257","doi":"10.1503/cjs.001514","title":"An innovative paradigm for surgical education programs in resource-limited settings","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"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; McGill University Health Centre","funders":"","keywords":"Medicine; General partnership; Economic shortage; Workforce; Resource (disambiguation); Medical education; Economic growth","score_opus":0.09808647798447705,"score_gpt":0.3678753601198097,"score_spread":0.26978888213533264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027548257","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":[0.0038180377,0.9923804,0.000004763883,0.0011795912,0.0011755876,0.0010419713,0.00003837956,0.0000105440295,0.0003507428],"genre_scores_gemma":[0.003309406,0.98959184,0.00019836101,0.0021270043,0.0027895034,0.00014353165,0.0015065519,0.000133715,0.00020009237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961278,0.00035851265,0.0020607342,0.00029577044,0.00025907267,0.000898128],"domain_scores_gemma":[0.9946836,0.00094617653,0.0012601719,0.00030865596,0.00061174575,0.0021896088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036604616,0.00036532898,0.002959238,0.0022934864,0.00008812586,0.00005904303,0.00016811992,0.00051110896,0.000030391204],"category_scores_gemma":[0.0011661116,0.00030220425,0.0006865824,0.0015746442,0.00010651821,0.00012323262,0.0000042746105,0.00085332984,0.0000055057762],"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":[0.00007176561,0.00009156565,0.0057898695,0.009813468,0.00005850373,0.00051592494,0.000074242984,1.3030895e-7,5.4114e-9,0.00013652154,0.03418013,0.94926786],"study_design_scores_gemma":[0.00028351886,0.00014867658,0.0003634382,0.0299157,0.00015971584,0.002308716,0.000077277095,0.0000019605745,4.0000533e-8,0.000042105246,0.9664604,0.00023843543],"about_ca_topic_score_codex":0.00079995516,"about_ca_topic_score_gemma":0.00089335366,"teacher_disagreement_score":0.94902945,"about_ca_system_score_codex":0.0008389434,"about_ca_system_score_gemma":0.033678677,"threshold_uncertainty_score":0.999943},"labels":[],"label_agreement":null},{"id":"W2028134307","doi":"10.1080/17441690802017797","title":"The stages of international (global) health: Histories of success or successes of history?","year":2009,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":167,"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":"Canada Research Chairs","keywords":"Global health; Political science; Economic growth; Health care; Economics","score_opus":0.043455839417665836,"score_gpt":0.3666332390129927,"score_spread":0.3231773995953269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028134307","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":[0.33726597,0.06774004,0.000553826,0.5608672,0.006913734,0.0016967674,0.0015534717,0.0001907223,0.02321828],"genre_scores_gemma":[0.98960376,0.003167009,0.00047475114,0.0062572155,0.000116623516,0.0000057525112,0.00006656079,0.0000065069084,0.00030180364],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962355,0.00021972551,0.0015001787,0.00028250745,0.00096742634,0.0007946895],"domain_scores_gemma":[0.9965687,0.00017520183,0.0011601584,0.0004949971,0.0008593166,0.00074164517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019862088,0.00019609575,0.0008661282,0.00009370522,0.000117194104,0.000010624796,0.00041877566,0.000101943355,0.00010632792],"category_scores_gemma":[0.0012963007,0.00013498306,0.0001533224,0.0006382324,0.00033559758,0.00018579215,0.00005343361,0.00014573151,0.0000017334161],"study_design_candidate":"not_applicable","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":[0.0016035485,0.001342686,0.31463128,0.002249355,0.0001373057,0.000014871221,0.0006182289,0.0000052700784,0.0000097314605,0.19960846,0.25253466,0.22724459],"study_design_scores_gemma":[0.00095461064,0.0012992152,0.28021505,0.00015779435,0.000008384593,0.00004290168,0.00036720364,0.000011036195,0.0000105368945,0.0004455587,0.71639353,0.00009418304],"about_ca_topic_score_codex":0.008292526,"about_ca_topic_score_gemma":0.0015591277,"teacher_disagreement_score":0.6523378,"about_ca_system_score_codex":0.0036015685,"about_ca_system_score_gemma":0.012157583,"threshold_uncertainty_score":0.99831134},"labels":[],"label_agreement":null},{"id":"W2028244157","doi":"10.1503/cmaj.050882","title":"MDs call for socially responsible investments","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Divestment; Social responsibility; Investment (military); Business; Management; Finance; Public relations; Economics; Political science; Law; Politics","score_opus":0.01392623645707708,"score_gpt":0.29852137634200526,"score_spread":0.2845951398849282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028244157","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":[0.1977124,0.00076697767,0.0002195192,0.77154505,0.0021563016,0.000547737,0.00008810244,0.00004971446,0.026914166],"genre_scores_gemma":[0.3769685,0.0004716628,0.0078964755,0.5764637,0.014983684,0.000046406727,0.0000901583,0.00006001846,0.02301941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756396,0.00010327126,0.00044620433,0.000119441975,0.0010109326,0.000756194],"domain_scores_gemma":[0.99523616,0.0002269856,0.00014628188,0.00007043202,0.00047559247,0.0038445625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002690764,0.00009337871,0.0002467828,0.00017742674,0.000303544,0.000035251058,0.00008713593,0.00040336393,0.0013770876],"category_scores_gemma":[0.004805819,0.000086390544,0.00014112187,0.00016327306,0.000023507933,0.00008302874,0.000005516656,0.0005651948,0.00020534257],"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":[0.00006859541,0.00003787759,0.033535108,0.000014614172,0.00006383811,0.00014291103,0.0001118405,8.379148e-7,0.0000073509855,0.0020218315,0.9045957,0.05939955],"study_design_scores_gemma":[0.0015764815,0.00007911804,0.041191977,0.00005532467,0.000026276655,0.00023580453,0.000055463315,0.00018956595,0.000011232073,0.0007731878,0.95572394,0.00008162185],"about_ca_topic_score_codex":0.0009798663,"about_ca_topic_score_gemma":0.031171948,"teacher_disagreement_score":0.19508137,"about_ca_system_score_codex":0.0024157523,"about_ca_system_score_gemma":0.026580652,"threshold_uncertainty_score":0.9995358},"labels":[],"label_agreement":null},{"id":"W2028754905","doi":"10.1186/1472-6939-15-42","title":"Authorship ethics in global health research partnerships between researchers from low or middle income countries and high income countries","year":2014,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":169,"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; University of Alberta; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Faculty of Arts and Sciences; Institut pour la Recherche en Santé Publique; Université de Montréal","keywords":"Public relations; Global health; General partnership; Political science; Research ethics; Health care; Sociology; Psychology; Law","score_opus":0.4473980795999612,"score_gpt":0.516492018057883,"score_spread":0.06909393845792183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028754905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7039137,0.0025831352,0.0006298174,0.2906741,0.0005617689,0.00085170905,0.00022398446,0.00015054356,0.0004112591],"genre_scores_gemma":[0.9707797,0.0061865756,0.0013993592,0.019996792,0.0010876443,0.000051170286,0.0001407197,0.000043690558,0.00031431936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97548276,0.01173527,0.0014741721,0.00092199945,0.008005268,0.0023805436],"domain_scores_gemma":[0.8299699,0.16074009,0.00030459516,0.0011559336,0.0015461058,0.0062833955],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.097027905,0.0003754248,0.0012989854,0.00033430214,0.0007814746,0.00013164482,0.00052919314,0.0033026116,0.00034574897],"category_scores_gemma":[0.25286332,0.00029463926,0.00008793017,0.0012546376,0.0034783233,0.00015491252,0.00043620454,0.012473117,0.00016324464],"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":[0.0026541254,0.00010546476,0.91534865,0.014007741,0.00004143051,0.00019499182,0.00391876,9.550259e-7,1.4483845e-7,0.06049367,0.0025006258,0.0007334307],"study_design_scores_gemma":[0.005907597,0.0016594464,0.84323204,0.022334002,0.000040443254,0.000052210216,0.0018342416,0.00052933564,0.000013570947,0.06427495,0.059549656,0.00057249697],"about_ca_topic_score_codex":0.013394217,"about_ca_topic_score_gemma":0.10430412,"teacher_disagreement_score":0.2706773,"about_ca_system_score_codex":0.0011127929,"about_ca_system_score_gemma":0.046523836,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W2030208389","doi":"10.1007/s00268-013-1996-7","title":"Household Survey in Sierra Leone Reveals High Prevalence of Surgical Conditions in Children","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"Thompson Family Foundation","keywords":"Sierra leone; Medicine; Population; Confidence interval; Vascular surgery; Cross-sectional study; Rural area; Pediatric surgery; Developing country; Cluster (spacecraft); Family medicine; Pediatrics; Cardiac surgery; Environmental health; Surgery; Socioeconomics","score_opus":0.04230652534593179,"score_gpt":0.29331062158354737,"score_spread":0.2510040962376156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030208389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99582016,0.0020487101,0.0000014598555,0.001278359,0.00032916293,0.00025668208,0.00006272036,0.000008234,0.00019452091],"genre_scores_gemma":[0.9970533,0.002017755,0.00004823158,0.00031842498,0.00013878786,0.0000070104293,0.000020807252,0.000016797147,0.00037887215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675596,0.0004240778,0.001677905,0.00016392833,0.00047955048,0.00049860013],"domain_scores_gemma":[0.99669516,0.0018485589,0.00059272,0.00022310416,0.0002605567,0.0003799242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003618882,0.00015807916,0.0010201744,0.0011498438,0.000025299198,0.000009701618,0.00010534603,0.000094982955,0.00062832504],"category_scores_gemma":[0.0005928837,0.0001340699,0.00022110321,0.0010827688,0.00011086674,0.00024344973,0.000024155097,0.0005432844,0.0000152562625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023699747,0.0003804544,0.9762383,0.00018211288,0.000026178277,0.00025480235,0.000016017364,0.000024987305,0.00009960508,0.00003730557,0.021966483,0.00053672295],"study_design_scores_gemma":[0.000963671,0.000045130797,0.996696,0.0012383325,0.00001870506,0.00050358323,0.000008557289,0.000002518078,0.000058554422,0.00021384642,0.00014521589,0.0001058839],"about_ca_topic_score_codex":0.0014800667,"about_ca_topic_score_gemma":0.0001369575,"teacher_disagreement_score":0.021821268,"about_ca_system_score_codex":0.00011601318,"about_ca_system_score_gemma":0.0004056665,"threshold_uncertainty_score":0.6879719},"labels":[],"label_agreement":null},{"id":"W2030278644","doi":"10.1016/j.jpedsurg.2015.02.031","title":"Mortality of pediatric surgical conditions in low and middle income countries in Africa","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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; Western University","funders":"","keywords":"Medicine; Mortality rate; Low and middle income countries; Pediatric surgery; Child mortality; Developing country; Pediatrics; Atresia; Environmental health; Surgery; Population","score_opus":0.054155595167631014,"score_gpt":0.3143962537612055,"score_spread":0.2602406585935745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030278644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881708,0.010213224,0.0000016977018,0.00034751472,0.00073481334,0.00012308494,0.000028194767,0.000007243095,0.00037344382],"genre_scores_gemma":[0.9922328,0.00586017,0.000043850992,0.000064702705,0.0017527357,0.0000034135903,0.000005114618,0.000011053265,0.000026184898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696946,0.00019817484,0.0015642827,0.00014785884,0.00066675135,0.00045345703],"domain_scores_gemma":[0.99653214,0.0016956427,0.0006481892,0.00014510863,0.00038977337,0.0005891505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038965375,0.00015284261,0.00094207947,0.0013274878,0.000022533575,0.000010119254,0.00006324826,0.00016435346,0.00004626901],"category_scores_gemma":[0.001498901,0.00012932536,0.0001783319,0.001224012,0.00007226801,0.00021066245,0.000031771837,0.00039715072,0.0000057485295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000385168,0.0002929123,0.99048316,0.00065209286,0.000012995368,0.0016662666,0.0001677276,0.000014568557,2.9637397e-7,0.000029160708,0.006271898,0.00002374685],"study_design_scores_gemma":[0.0018482582,0.0001324746,0.9961385,0.00016022602,0.00013065999,0.0002743631,0.00020053808,0.000021542955,0.0000040105256,0.0003322471,0.0006294971,0.00012768492],"about_ca_topic_score_codex":0.0001241153,"about_ca_topic_score_gemma":0.000025079873,"teacher_disagreement_score":0.0056553306,"about_ca_system_score_codex":0.00015623475,"about_ca_system_score_gemma":0.0017144637,"threshold_uncertainty_score":0.5273735},"labels":[],"label_agreement":null},{"id":"W2030690109","doi":"10.1016/s0140-6736(15)60850-9","title":"Mapping the playing field—a novel web-based strategy to identify non-governmental actors in global surgery","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Workforce; Commission; Directory; Public relations; Medicine; Clearing; Inclusion (mineral); Workforce planning; Political science; Business; Public administration; Sociology; Law; Finance","score_opus":0.10359552940314253,"score_gpt":0.3535584262595524,"score_spread":0.24996289685640988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030690109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733088,0.00012066699,0.00015886199,0.016548302,0.0006319908,0.00030639156,0.000045579443,0.00003503769,0.008844359],"genre_scores_gemma":[0.9833949,0.000009835672,0.000075440366,0.015897073,0.0005344456,0.000018899626,0.000011925219,0.000007828103,0.000049619874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857575,0.00005832659,0.00026960563,0.00016510105,0.00040904552,0.0005221567],"domain_scores_gemma":[0.9989447,0.00036949804,0.00006507578,0.00037329906,0.00003095388,0.00021645578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012862013,0.00012308315,0.0003730851,0.000035686076,0.00007288766,0.00003429354,0.00018392406,0.00006771575,0.000033924403],"category_scores_gemma":[0.00035599663,0.00007233315,0.000072798706,0.000383071,0.000028239352,0.000046829784,0.00005298473,0.00022124057,0.00006322121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087610586,0.00008696907,0.8316163,0.00008769961,0.000020069165,0.000067007895,0.00022898769,0.00008546798,0.00089472666,0.00013411479,0.16305557,0.0028469746],"study_design_scores_gemma":[0.0022618358,0.00010163557,0.97639275,0.00032319664,0.000013705452,0.000040331524,0.0024743592,0.0014290004,0.00021798185,0.000115451105,0.016463464,0.00016628267],"about_ca_topic_score_codex":0.0010007787,"about_ca_topic_score_gemma":0.0003380114,"teacher_disagreement_score":0.14659211,"about_ca_system_score_codex":0.00036768956,"about_ca_system_score_gemma":0.00042121037,"threshold_uncertainty_score":0.294966},"labels":[],"label_agreement":null},{"id":"W2031106586","doi":"10.1503/cmaj.1050023","title":"Peer review of articles on global burden of disease","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Burden of disease; Peer review; Medicine; Disease; Medical education; Data science; Family medicine; Computer science; Political science; Pathology; Law","score_opus":0.013268643367982391,"score_gpt":0.3026439164324671,"score_spread":0.2893752730644847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031106586","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":[0.25334665,0.009259303,0.000009188568,0.72440445,0.00040374693,0.00016512642,0.000120446675,0.000007977861,0.012283112],"genre_scores_gemma":[0.9406332,0.0031528496,0.00007614447,0.05404307,0.0012121405,0.0000015956889,0.000014087842,0.0000052175014,0.0008617335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968217,0.000090087924,0.00052457326,0.000069620015,0.0021795807,0.00031442443],"domain_scores_gemma":[0.995642,0.000082562095,0.00021410662,0.000086310174,0.0011123356,0.002862662],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022444327,0.00006210324,0.00027395887,0.00005995338,0.000042387463,0.0000043277946,0.000070254566,0.00010631669,0.0029238034],"category_scores_gemma":[0.010036306,0.00005096496,0.0001292542,0.00020732307,0.00002678071,0.000035153003,0.000004366384,0.00027451187,0.00007418469],"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":[0.00005936808,0.00006350775,0.07786247,0.00056459545,0.00004820529,0.00013739137,0.000041261417,0.0000028213285,0.0000013421183,0.0006164742,0.7704386,0.15016392],"study_design_scores_gemma":[0.0007238061,0.00009009914,0.11446933,0.0041039395,0.00006134867,0.00007593718,0.000059800946,0.00010089742,0.000006861153,0.00012765916,0.88012064,0.00005966353],"about_ca_topic_score_codex":0.0011220303,"about_ca_topic_score_gemma":0.0011774902,"teacher_disagreement_score":0.6872865,"about_ca_system_score_codex":0.00077882275,"about_ca_system_score_gemma":0.0042657084,"threshold_uncertainty_score":0.9983026},"labels":[],"label_agreement":null},{"id":"W2031922285","doi":"10.1371/journal.pntd.0001862","title":"Now We Are Six","year":2012,"lang":"en","type":"editorial","venue":"PLoS neglected tropical diseases","topic":"Global Health and Surgery","field":"Medicine","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":"Neglected tropical diseases; Publishing; Editorial board; Public health; Public relations; Medicine; Political science; Sociology; Library science; Law; Computer science; Pathology","score_opus":0.01528431225237356,"score_gpt":0.2785587669502146,"score_spread":0.26327445469784105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031922285","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":[0.009854689,0.029361157,0.000010385733,0.0026096883,0.95203054,0.001120345,0.0029043986,0.000871678,0.0012371159],"genre_scores_gemma":[0.026707621,0.0034915793,0.00006282862,0.00077057467,0.963944,0.00016502466,0.0027928771,0.00013251131,0.0019329673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567217,0.0001717347,0.0006182533,0.0006590883,0.0015556279,0.0013231186],"domain_scores_gemma":[0.99496186,0.0012497946,0.00024961366,0.00068110134,0.0005486206,0.002309022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000041752355,0.00058004644,0.0013548938,0.0002070159,0.00014422448,0.000043829103,0.00021164681,0.0011548004,0.0011432242],"category_scores_gemma":[0.0052700075,0.00047491913,0.0004986987,0.00039540458,0.00013559186,0.00008661102,0.000091498514,0.0013053376,0.0011968636],"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":[0.001191947,0.0015755652,0.010491984,0.002319434,0.00021970733,0.00031025926,0.0000067805677,6.3295076e-8,0.000090682996,0.000016608301,0.9830753,0.00070164225],"study_design_scores_gemma":[0.0010583054,0.00020787287,0.2483067,0.0012611867,0.0010676166,0.0000039102447,0.000006354581,0.00000769591,0.0000082549805,0.000052971558,0.7476885,0.00033067452],"about_ca_topic_score_codex":0.000021157593,"about_ca_topic_score_gemma":0.000025522639,"teacher_disagreement_score":0.23781472,"about_ca_system_score_codex":0.00032233394,"about_ca_system_score_gemma":0.0012009012,"threshold_uncertainty_score":0.9997702},"labels":[],"label_agreement":null},{"id":"W2032397890","doi":"10.1007/s00268-010-0585-2","title":"Key Aspects of Health Policy Development to Improve Surgical Services in Uganda","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Health policy; Public health; Health services research; Multidisciplinary approach; Health care; Developing country; Global health; Nursing; Economic growth; Political science","score_opus":0.020093232594206673,"score_gpt":0.3194175398136491,"score_spread":0.2993243072194425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032397890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98194844,0.0009185192,0.000003630223,0.013154289,0.0011691564,0.00014714351,0.000003903156,0.000008699308,0.0026462106],"genre_scores_gemma":[0.9958529,0.00014421633,0.0006835817,0.0026155706,0.0005110254,0.0000022551915,0.0000036224742,0.000015159873,0.00017170426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970551,0.00008240817,0.0016052135,0.00014759839,0.000529032,0.00058064103],"domain_scores_gemma":[0.99773544,0.00042274062,0.000620431,0.00017678838,0.00026290375,0.0007816684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033714694,0.00015162096,0.0009869658,0.0013887717,0.000048231315,0.0000105420795,0.00009605169,0.000066967805,0.00009731624],"category_scores_gemma":[0.00022697634,0.00012062698,0.00018236702,0.000982457,0.000031995613,0.000094096635,0.00003625589,0.00051640294,0.000018024055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001570772,0.0007347333,0.77754235,0.0013194388,0.00007317352,0.001398322,0.0012622385,0.0000055826063,0.0016833092,0.0009173881,0.0035710242,0.20992164],"study_design_scores_gemma":[0.0011742375,0.00013400483,0.77965933,0.0013720959,0.000009496508,0.0009016205,0.00016445396,0.000003640611,0.0019626599,0.00018214571,0.21426867,0.00016763333],"about_ca_topic_score_codex":0.0005903852,"about_ca_topic_score_gemma":0.0010538554,"teacher_disagreement_score":0.21069765,"about_ca_system_score_codex":0.00017847739,"about_ca_system_score_gemma":0.003963855,"threshold_uncertainty_score":0.7031709},"labels":[],"label_agreement":null},{"id":"W2032451896","doi":"10.1007/s00268-013-2182-7","title":"A Square Peg in a Round Hole? Challenges with DALY‐based “Burden of Disease” Calculations in Surgery and a Call for Alternative Metrics","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Medicine; Metric (unit); Disease burden; Burden of disease; Health care; Vascular surgery; Disease; Cardiac surgery; Operations management; Surgery; Pathology","score_opus":0.06922200722886851,"score_gpt":0.31260199391199145,"score_spread":0.24337998668312294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032451896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821863,0.009550154,0.00018200904,0.007341537,0.0001728751,0.0004492928,0.000021686703,0.000005904103,0.00009022282],"genre_scores_gemma":[0.9978859,0.0011839085,0.0003936929,0.00026603005,0.00013801528,0.00003807555,0.000011297079,0.000021098036,0.0000619992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997755,0.00013279745,0.0010661357,0.00018616112,0.00044998637,0.00040990862],"domain_scores_gemma":[0.9940684,0.0042349338,0.00057132804,0.00015835521,0.00050219265,0.00046479888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015626226,0.00017525276,0.0009878043,0.0023900766,0.000031611664,0.000016712896,0.00004983427,0.000054665274,0.00002413653],"category_scores_gemma":[0.0011781208,0.00013516551,0.00023459681,0.0009846687,0.00008179638,0.00023471341,0.000013442244,0.00025134976,8.0953413e-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":[0.0020698525,0.00043696078,0.97774,0.0011431099,0.00007713441,0.00043619837,0.00030994942,0.0005798293,0.000015383306,0.00009318098,0.0019170934,0.015181294],"study_design_scores_gemma":[0.0015982022,0.00011807848,0.98964775,0.0029364175,0.00007954749,0.00003988362,0.00041674977,0.0028278613,0.000018860901,0.00026408074,0.0018745948,0.00017795591],"about_ca_topic_score_codex":0.0006762048,"about_ca_topic_score_gemma":0.0005201743,"teacher_disagreement_score":0.015699565,"about_ca_system_score_codex":0.00015337438,"about_ca_system_score_gemma":0.0008727832,"threshold_uncertainty_score":0.55118895},"labels":[],"label_agreement":null},{"id":"W2032545842","doi":"10.1080/01459740.2014.961064","title":"Troubling Objectivity: The Promises and Pitfalls of Training Haitian Clinicians in Qualitative Research Methods","year":2014,"lang":"en","type":"article","venue":"Medical Anthropology","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"World Health Organization","keywords":"Qualitative research; Objectivity (philosophy); Psychological intervention; Objectification; Medical education; Medicine; Health care; Global health; Nursing; Sociology; Political science; Public health; Social science","score_opus":0.2859972104043931,"score_gpt":0.6338922962879846,"score_spread":0.3478950858835915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032545842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8303234,0.0011479624,0.0079037165,0.1547515,0.00046640943,0.00043585018,0.000003571023,0.000025206708,0.0049423776],"genre_scores_gemma":[0.99411154,0.00034781286,0.0029539866,0.0023167734,0.00018581375,0.000023207838,0.0000026850466,0.000009752339,0.000048428392],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99320114,0.004898476,0.00054840377,0.00027845637,0.0004709034,0.0006026482],"domain_scores_gemma":[0.98821944,0.01105818,0.00008241737,0.0001904296,0.00012991199,0.00031962089],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.022764154,0.0000960787,0.0006290407,0.00019194528,0.00014854725,0.000004075804,0.00010298531,0.00024000331,0.0002615044],"category_scores_gemma":[0.022805566,0.00005954247,0.000054459048,0.00037609355,0.0037639309,0.000028520082,0.000072993054,0.0008574927,0.0000037142797],"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":[0.0009175955,0.0005981594,0.022416284,0.0005556487,0.00007087227,0.00012089717,0.06280627,3.889418e-7,0.00031140534,0.04568455,0.0017422468,0.86477566],"study_design_scores_gemma":[0.013824274,0.010747299,0.15745845,0.0024732202,0.00013698149,0.0008636338,0.5944087,0.010393238,0.0017956643,0.11275077,0.094471514,0.0006762419],"about_ca_topic_score_codex":0.0017660144,"about_ca_topic_score_gemma":0.00096228486,"teacher_disagreement_score":0.86409944,"about_ca_system_score_codex":0.000033436285,"about_ca_system_score_gemma":0.0005456682,"threshold_uncertainty_score":0.99894726},"labels":[],"label_agreement":null},{"id":"W2032627055","doi":"10.1016/j.puhe.2013.08.002","title":"WHO: retirement or reinvention?","year":2014,"lang":"en","type":"article","venue":"Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":50,"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":"National Institutes of Health; National Cancer Institute; Department for International Development","keywords":"Delegate; Mandate; Political science; Compromise; Global health; Subject (documents); Global governance; Corporate governance; Public relations; Technocracy; Stalemate; Public administration; Law and economics; Political economy; Sociology; Law; Health care; Management; Economics; Politics","score_opus":0.09338551427202539,"score_gpt":0.37753905373628277,"score_spread":0.28415353946425737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032627055","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":[0.14987513,0.00061239535,0.0044369022,0.71204966,0.0016180445,0.001350478,0.000012431578,0.0004629677,0.12958197],"genre_scores_gemma":[0.9057667,0.00028060298,0.0009273841,0.082904465,0.0004768887,0.000033858694,0.000060757935,0.000018766901,0.009530552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809676,0.00017521423,0.00041177997,0.00022667955,0.0003449224,0.0007446241],"domain_scores_gemma":[0.9981105,0.0000661215,0.00010127762,0.00034126538,0.00010882506,0.0012720544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026903807,0.000092286835,0.0003090628,0.00010572274,0.00014772166,0.000020065123,0.00005653251,0.0000578749,0.0007687066],"category_scores_gemma":[0.0007791373,0.00006817299,0.00006184465,0.0002860453,0.000028653783,0.0000623656,0.000021707612,0.00015231728,0.00029711067],"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":[0.00014427015,0.00034017742,0.046654347,0.0012079611,0.000020272655,0.00001258801,0.00022060683,1.7128026e-7,0.0000034881014,0.03937049,0.55661637,0.35540923],"study_design_scores_gemma":[0.0006528248,0.00040540713,0.06442064,0.000091108006,0.0000027312826,0.00002515713,0.000044360964,0.000269441,0.000002491624,0.00021182754,0.9338133,0.00006075169],"about_ca_topic_score_codex":0.0002751146,"about_ca_topic_score_gemma":0.0000673182,"teacher_disagreement_score":0.75589156,"about_ca_system_score_codex":0.00025219453,"about_ca_system_score_gemma":0.0013151694,"threshold_uncertainty_score":0.8416798},"labels":[],"label_agreement":null},{"id":"W2033616167","doi":"10.1136/emj.2009.088237","title":"A prospective review of the use of ketamine to facilitate endotracheal intubation in the helicopter emergency medical services (HEMS) setting","year":2010,"lang":"en","type":"review","venue":"Emergency Medicine Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":32,"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 Alberta; Alberta Health Services","funders":"Canada Research Chairs; Health Research Board","keywords":"Medicine; Endotracheal intubation; Ketamine; Intubation; Emergency medical services; Medical emergency; Emergency department; Intensive care medicine; Emergency medicine; Anesthesia; Nursing","score_opus":0.13577056291241404,"score_gpt":0.4108550067179629,"score_spread":0.27508444380554886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033616167","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":[0.0009663179,0.9837256,0.00002500093,0.007203936,0.0035926178,0.0026706045,0.00005079138,0.000009913342,0.001755187],"genre_scores_gemma":[0.0000959292,0.996409,0.00005299237,0.0005792536,0.0014109676,0.000112594666,0.0000550301,0.00003685892,0.0012473515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99050575,0.001096354,0.0048957514,0.00040787633,0.0024456335,0.0006486432],"domain_scores_gemma":[0.9951641,0.00040687885,0.0021762478,0.0007961638,0.0008883475,0.00056825235],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007183583,0.00054391916,0.0028382079,0.0004279773,0.00013034098,0.0000031160962,0.0007516833,0.0003918062,0.012512584],"category_scores_gemma":[0.006552413,0.0002485844,0.0008698105,0.0018400563,0.00013212943,0.00013247234,0.00012366098,0.0028618018,0.000018117644],"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":[0.00007704327,0.0003672734,0.0061604097,0.2729899,0.00021744946,0.00002076821,0.0025247335,3.8210564e-7,0.000009499791,0.000034331744,0.17248212,0.5451161],"study_design_scores_gemma":[0.00035387225,0.00041598667,0.0036741241,0.1817712,0.0007608747,0.00066624675,0.00011810893,0.000007799348,7.252934e-7,0.000028235352,0.81204987,0.00015296674],"about_ca_topic_score_codex":0.00036290585,"about_ca_topic_score_gemma":0.0002693375,"teacher_disagreement_score":0.63956773,"about_ca_system_score_codex":0.00013500298,"about_ca_system_score_gemma":0.0010350398,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W2035163632","doi":"10.1097/acm.0b013e31816095cd","title":"Global Health in Canadian Medical Education: Current Practices and Opportunities","year":2008,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":157,"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","funders":"Faculty of Medicine and Dentistry, University of Alberta; Dalhousie University","keywords":"Curriculum; Global health; Medical education; Health care; Medical school; International health; Globalization; Medicine; Health policy; Public health; Political science; Psychology; Nursing; Pedagogy","score_opus":0.13032297950388944,"score_gpt":0.4577981694847012,"score_spread":0.32747518998081177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035163632","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":[0.35619822,0.13330016,0.000005094816,0.49592656,0.0013276513,0.00038961254,0.000010923778,0.000036005924,0.012805775],"genre_scores_gemma":[0.7560991,0.13730423,0.000016977045,0.10521541,0.0008132452,0.000019256118,0.00007640403,0.000007666267,0.000447707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977735,0.00011637581,0.00059204636,0.00026162431,0.0005786271,0.000677802],"domain_scores_gemma":[0.99527496,0.00012378546,0.00022662367,0.00015961337,0.0000902996,0.004124722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016572002,0.00014611597,0.00045240895,0.00023084771,0.00011518633,0.0000014553958,0.000094079325,0.00022465632,0.0005848671],"category_scores_gemma":[0.0037582547,0.000116513795,0.000016597554,0.00029528528,0.0003122713,0.00009797262,0.00002230853,0.00075138925,0.000018816942],"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":[0.000054528293,0.000028702152,0.34073645,0.00024992356,0.0000070818164,0.00019869673,0.00096763915,3.7648352e-8,1.349684e-7,0.010034503,0.48496327,0.16275904],"study_design_scores_gemma":[0.0008813738,0.00014592572,0.16970794,0.0011280396,0.000011771717,0.0033100094,0.0010819916,0.00005530259,1.1896955e-7,0.00043338753,0.8231578,0.00008637212],"about_ca_topic_score_codex":0.2356788,"about_ca_topic_score_gemma":0.053757485,"teacher_disagreement_score":0.39990088,"about_ca_system_score_codex":0.00050512824,"about_ca_system_score_gemma":0.030198285,"threshold_uncertainty_score":0.9752996},"labels":[],"label_agreement":null},{"id":"W2035508864","doi":"10.5539/gjhs.v7n2p119","title":"Effective Strategies for Global Health Research, Training and Clinical Care: A Narrative Review","year":2014,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","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":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical University of South Carolina","keywords":"Mentorship; General partnership; Context (archaeology); Medical education; Sustainability; Capacity building; Global health; Health care; MEDLINE; Narrative; Process (computing); Nursing; Political science; Medicine; Public relations; Psychology; Public health; Computer science","score_opus":0.276110388271032,"score_gpt":0.6132964667073866,"score_spread":0.33718607843635456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035508864","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":[0.000049073707,0.98847157,0.00043185623,0.0037593623,0.0017050018,0.0048657143,0.00011075462,0.000019022084,0.00058762194],"genre_scores_gemma":[0.00052991137,0.9912827,0.0021968237,0.0052206335,0.00068244484,0.00005417446,0.00001407593,0.00001535405,0.0000039058395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884533,0.0023333079,0.0041875597,0.0008596886,0.00203913,0.0021269755],"domain_scores_gemma":[0.9893241,0.0011747112,0.0034358965,0.00044687957,0.0026400124,0.0029783824],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.04764267,0.00049631525,0.006562602,0.00026276466,0.001071233,0.0001246634,0.00063050323,0.00027066606,0.0000027699125],"category_scores_gemma":[0.004508777,0.00033911056,0.00090230623,0.0024326677,0.0016796776,0.0003162859,0.00014754837,0.0014643816,0.000005469347],"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":true,"study_design_scores_codex":[0.000069227404,0.000059282247,0.00011012908,0.11032754,0.000048466678,0.000024461231,0.00017739608,9.454697e-8,1.3678085e-9,0.0016634357,0.011478535,0.8760414],"study_design_scores_gemma":[0.00083510973,0.0063955486,0.0007458426,0.19234651,0.00018559147,0.004193809,0.0021613624,0.00000297568,2.4935303e-9,0.0009451847,0.7919962,0.0001918758],"about_ca_topic_score_codex":0.00013605341,"about_ca_topic_score_gemma":0.0000596533,"teacher_disagreement_score":0.87584955,"about_ca_system_score_codex":0.004481685,"about_ca_system_score_gemma":0.0897106,"threshold_uncertainty_score":0.99990606},"labels":[],"label_agreement":null},{"id":"W2035620793","doi":"10.1503/cmaj.109-3774","title":"Free \"global university\" launched","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Launched; Computer science; World Wide Web; Medical education; Medicine; Engineering","score_opus":0.013302415325282433,"score_gpt":0.22617146618099224,"score_spread":0.2128690508557098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035620793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4819787,0.00038493462,0.00018313172,0.08652916,0.0030757429,0.00020635192,0.00016837048,0.000075859156,0.42739773],"genre_scores_gemma":[0.95611995,0.00018184194,0.00048819755,0.039061967,0.0014751884,4.2510177e-7,0.000012448844,0.0000101995565,0.0026497694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982351,0.00009119547,0.0002149591,0.000097034885,0.0008128287,0.0005488868],"domain_scores_gemma":[0.99544513,0.00003995838,0.000095885494,0.000106795065,0.00031413234,0.003998092],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009915181,0.00007295642,0.00017932532,0.000096100484,0.00016853862,0.000010587108,0.00015066045,0.00032581014,0.007634963],"category_scores_gemma":[0.0017812538,0.00006994225,0.00009959374,0.0002625433,0.000027376638,0.000067977,0.000012630247,0.0005300166,0.000246089],"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":[0.00004170475,0.00003213427,0.4532236,0.0000072823204,0.00006079366,0.0033567809,0.00011010327,2.8681328e-8,3.8688626e-7,0.002170007,0.52775264,0.013244527],"study_design_scores_gemma":[0.001190855,0.000057368394,0.34740797,0.000042178006,0.000028929364,0.00085132563,0.00035015124,0.000016876944,0.0000012878893,0.0005223905,0.64945906,0.00007159408],"about_ca_topic_score_codex":0.009709767,"about_ca_topic_score_gemma":0.034746908,"teacher_disagreement_score":0.47414124,"about_ca_system_score_codex":0.0019246424,"about_ca_system_score_gemma":0.005880423,"threshold_uncertainty_score":0.9997553},"labels":[],"label_agreement":null},{"id":"W2036370181","doi":"10.1503/cjs.028911","title":"Surgical education at Weill Bugando Medical Centre: supplementing surgical training and investing in local health care providers","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":21,"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; Curriculum; Officer; Tanzania; Health care; Medical education; Economic shortage; Nursing; Government (linguistics)","score_opus":0.07203176427919535,"score_gpt":0.349383426300811,"score_spread":0.27735166202161565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036370181","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":[0.0081535755,0.9855522,0.000001001773,0.0037834859,0.0013785415,0.00064937957,0.000037439706,0.00001023101,0.00043418232],"genre_scores_gemma":[0.00792081,0.98925287,0.00008930724,0.0009805416,0.0011781541,0.000018678953,0.00033570925,0.00007423333,0.00014967425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938339,0.00067958824,0.0028006788,0.00042779656,0.00073524995,0.001522816],"domain_scores_gemma":[0.9901501,0.0016641989,0.001147388,0.00020274094,0.00029414837,0.0065414407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003544732,0.00047675625,0.003481606,0.0014174386,0.00023077839,0.00006743124,0.00014246567,0.0005579482,0.0006061976],"category_scores_gemma":[0.0014779419,0.0003940819,0.00061090395,0.0006055789,0.00027281226,0.00016697453,0.000037092876,0.001456965,0.000010299526],"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":[0.000019519028,0.000025138468,0.01564815,0.013409031,0.000051758896,0.005207068,0.000622265,1.5578027e-7,2.1645143e-9,0.000028183902,0.02354664,0.9414421],"study_design_scores_gemma":[0.0005718942,0.000043686905,0.00018869007,0.03819001,0.00010666693,0.017157571,0.001925286,0.0000037394673,4.290234e-8,0.0000044892977,0.9415412,0.00026675142],"about_ca_topic_score_codex":0.014965491,"about_ca_topic_score_gemma":0.02693028,"teacher_disagreement_score":0.94117534,"about_ca_system_score_codex":0.0025565852,"about_ca_system_score_gemma":0.08095955,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W2036825471","doi":"10.1177/1363461514524473","title":"Why mental health matters to global health","year":2014,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Global Health and Surgery","field":"Medicine","cited_by":127,"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":"Wellcome Trust; McGill University","keywords":"Mental health; Global health; Global mental health; Health equity; Social determinants of health; Health policy; Psychological intervention; International health; Psychology; Public relations; Political science; Public health; Psychiatry; Medicine; Nursing","score_opus":0.030925458391030933,"score_gpt":0.4055017831887787,"score_spread":0.3745763247977478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036825471","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":[0.0000048902225,0.77165896,0.000091016744,0.21860422,0.005648321,0.0026570563,0.00056363497,0.00018953354,0.0005823968],"genre_scores_gemma":[0.0000032755956,0.7683083,0.0015185862,0.22776578,0.00092544884,0.00006286037,0.0011150156,0.000053912994,0.00024685106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948966,0.00034767055,0.0016641433,0.0008837811,0.00063696696,0.0015708309],"domain_scores_gemma":[0.99643165,0.000019179566,0.0004104894,0.0006051899,0.000050306244,0.0024831826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059002783,0.0008421974,0.003977876,0.00013388818,0.00031088796,0.00004000823,0.00029030972,0.00034164367,0.00015903525],"category_scores_gemma":[0.000007586068,0.00057986233,0.0015423369,0.00074195326,0.000055487355,0.00005991103,0.000022063807,0.00064343726,0.0007512543],"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":[0.000050583465,0.000091643764,0.00003556578,0.04021959,0.0000972509,0.000001576792,0.00007528788,6.7038066e-8,6.699955e-9,0.00020236627,0.59593314,0.36329296],"study_design_scores_gemma":[0.00073213055,0.00065919285,0.00017483658,0.025692178,0.00017608554,0.0006579754,0.00006939452,3.4028014e-7,3.3502665e-9,0.00002254627,0.9713838,0.00043153376],"about_ca_topic_score_codex":0.0012775849,"about_ca_topic_score_gemma":0.0012065953,"teacher_disagreement_score":0.37545067,"about_ca_system_score_codex":0.0011727135,"about_ca_system_score_gemma":0.0024756847,"threshold_uncertainty_score":0.99966526},"labels":[],"label_agreement":null},{"id":"W2036863028","doi":"10.1007/s11673-015-9618-8","title":"Essay: Dear Tenzin","year":2015,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medical law; Medical education; Medicine; Medical school; Medical ethics; Psychology; Pediatrics; Family medicine; Psychiatry","score_opus":0.17665571388378454,"score_gpt":0.4179770750960981,"score_spread":0.24132136121231357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036863028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94937,0.0026147983,0.0010227127,0.03832276,0.003348276,0.0001096381,0.0000021686571,0.000028868077,0.0051807775],"genre_scores_gemma":[0.9848516,0.00010553562,0.002402485,0.010428432,0.001977139,5.3797896e-7,0.000001338041,0.000011249627,0.00022167641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982926,0.00010922253,0.000573743,0.00008936287,0.0006364753,0.0002985419],"domain_scores_gemma":[0.99777466,0.00017415185,0.00018822568,0.00014069879,0.00058342225,0.0011388473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021929506,0.00009287154,0.00039258538,0.00012942191,0.000029091152,0.00001344504,0.000086092165,0.00027861074,0.000057373956],"category_scores_gemma":[0.0018031312,0.000062644474,0.00016666461,0.00019099937,0.00022046344,0.00008659337,0.000028363549,0.0009490975,0.000109140135],"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":[0.006489656,0.0014923397,0.14173219,0.0003985032,0.00024639926,0.0056365817,0.0035352842,0.000018296987,0.0021197936,0.007252398,0.7830325,0.048046056],"study_design_scores_gemma":[0.013758475,0.010386544,0.112238884,0.0016821922,0.00047569926,0.016157825,0.0062616626,0.0003621757,0.0036712922,0.024864,0.8094298,0.00071139674],"about_ca_topic_score_codex":0.000017675677,"about_ca_topic_score_gemma":0.0000015768603,"teacher_disagreement_score":0.04733466,"about_ca_system_score_codex":0.00014124798,"about_ca_system_score_gemma":0.0011380194,"threshold_uncertainty_score":0.4123409},"labels":[],"label_agreement":null},{"id":"W2039641355","doi":"10.1016/j.aogh.2014.08.038","title":"Undergraduate and graduate student training in global health research: Preparing the next generation","year":2014,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Training (meteorology); Medical education; Graduate students; Psychology; Medicine; Geography; Meteorology","score_opus":0.4330683736892608,"score_gpt":0.5232748458721641,"score_spread":0.09020647218290329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039641355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84025484,0.0050406978,0.00013073381,0.1501189,0.00030118803,0.00089492754,0.000028050614,0.00003759543,0.003193085],"genre_scores_gemma":[0.97711915,0.004666548,0.00021715052,0.017682595,0.000244342,0.000019453024,0.000022886694,0.00000980595,0.00001805171],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952298,0.0011082316,0.00092893763,0.00044402957,0.00096245913,0.0013265767],"domain_scores_gemma":[0.9980439,0.00018514236,0.00027529203,0.0003968991,0.00027016335,0.00082860026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009262858,0.0001897319,0.00064626866,0.00007429271,0.0003672788,0.000045462948,0.00014884952,0.000079946854,0.0000017566775],"category_scores_gemma":[0.00046221048,0.00014575239,0.00008072292,0.0008070319,0.00018616962,0.00012126517,0.00010327967,0.0003459221,0.000007896869],"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":[0.00060117815,0.00046380877,0.08821765,0.0010705495,0.000065556655,0.000014184498,0.0037342834,0.00012051858,0.0000074135037,0.11255806,0.080303356,0.7128434],"study_design_scores_gemma":[0.0018975836,0.0031326825,0.9435051,0.001063916,0.000009766241,0.00014208023,0.0043634,0.004930684,0.000012925757,0.027806759,0.012901861,0.00023320774],"about_ca_topic_score_codex":0.008307269,"about_ca_topic_score_gemma":0.008770156,"teacher_disagreement_score":0.8552875,"about_ca_system_score_codex":0.0005371363,"about_ca_system_score_gemma":0.002305867,"threshold_uncertainty_score":0.9982965},"labels":[],"label_agreement":null},{"id":"W2040482127","doi":"10.1007/s00238-010-0409-5","title":"Early outcome of facial reconstructive surgery abroad: a comparative study","year":2010,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"St. Thomas Hospital","funders":"","keywords":"Medicine; Outcome (game theory); Surgery; General surgery; Complication; Quality of life (healthcare); Nursing","score_opus":0.05966457445353676,"score_gpt":0.3264928127985553,"score_spread":0.26682823834501856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040482127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98975116,0.00007655261,0.00010175686,0.000042095162,0.0077983057,0.00017729819,0.000025230345,0.000020667818,0.0020069554],"genre_scores_gemma":[0.99889654,0.000011531129,0.00021041423,0.00007075755,0.0007152835,0.0000010257293,0.0000033334313,0.000031229436,0.000059914626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955572,0.0007651843,0.0022938773,0.00022648147,0.0006812801,0.00047597804],"domain_scores_gemma":[0.9888703,0.008101894,0.0014467568,0.0002635536,0.000697971,0.0006195107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004619047,0.00026938564,0.0016457691,0.00074820383,0.00008460764,0.00002238068,0.0001323295,0.000053607786,0.0003256397],"category_scores_gemma":[0.006022503,0.00021368325,0.0007138909,0.000413183,0.00023134859,0.00018035532,0.0000416259,0.0009287176,0.000088532215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001794678,0.00058085186,0.98414445,0.000067089095,0.00025810875,0.0018518128,0.0007550093,0.0000032074936,0.00039953532,0.000007777707,0.005392476,0.004744987],"study_design_scores_gemma":[0.00089183246,0.00048173562,0.99476075,0.00022524867,0.00016609686,0.00076989795,0.0010659326,0.0000063844805,0.0000911038,0.000007639934,0.0013636951,0.00016969729],"about_ca_topic_score_codex":0.000022874114,"about_ca_topic_score_gemma":0.0000072025587,"teacher_disagreement_score":0.010616269,"about_ca_system_score_codex":0.000039346214,"about_ca_system_score_gemma":0.0005508642,"threshold_uncertainty_score":0.871375},"labels":[],"label_agreement":null},{"id":"W2041232006","doi":"10.1016/j.wneu.2011.02.041","title":"Structured Online Neurosurgical Education as a Novel Method of Education Delivery in the Developing World","year":2011,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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 Western Hospital; University of Toronto","funders":"","keywords":"Curriculum; Medicine; Medical education; Developing country; Modular design; Engineering management; Computer science; Pedagogy; Sociology; Engineering","score_opus":0.06211937248534766,"score_gpt":0.35136964212619765,"score_spread":0.28925026964085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041232006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837503,0.00034843243,0.00017741659,0.0032582956,0.0027261346,0.0006443265,0.000013640252,0.000051102088,0.009030365],"genre_scores_gemma":[0.9633345,0.000081159196,0.008180862,0.026656188,0.00026971297,0.00005428155,0.000056179735,0.00003221404,0.0013349133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975262,0.00030561126,0.0008851969,0.00041223728,0.00041176967,0.0004589799],"domain_scores_gemma":[0.9981079,0.0007190768,0.00029525126,0.00048233345,0.00019267203,0.00020275594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007972075,0.00023795254,0.0004943942,0.0009546806,0.00007452223,0.000015599682,0.00017750153,0.0000709986,0.000116163974],"category_scores_gemma":[0.00054658216,0.00018454014,0.00017686684,0.002075281,0.00007181652,0.00012132324,0.000044112803,0.0004552793,0.000011028434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032973932,0.008379161,0.6072492,0.0012403439,0.00005519906,0.00022945295,0.0021083958,0.000013850691,0.016479297,0.035902347,0.034294784,0.2907506],"study_design_scores_gemma":[0.00043630393,0.00006018999,0.94442576,0.00036677107,0.00004852015,0.0005448391,0.0002550471,0.00004810372,0.0014489996,0.0008951837,0.051255595,0.00021468455],"about_ca_topic_score_codex":0.00055949594,"about_ca_topic_score_gemma":0.0004565982,"teacher_disagreement_score":0.3371766,"about_ca_system_score_codex":0.00008677161,"about_ca_system_score_gemma":0.002261459,"threshold_uncertainty_score":0.7525329},"labels":[],"label_agreement":null},{"id":"W2041413926","doi":"10.1016/j.vhri.2014.10.002","title":"One Small Step for Latin America, One More Leap for Value in Health Regional Issues","year":2014,"lang":"en","type":"editorial","venue":"Value in Health Regional Issues","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Scopus; Latin Americans; Value (mathematics); Library science; Diversity (politics); Impact factor; Health care; MEDLINE; Political science; Computer science; Law","score_opus":0.10756925749702444,"score_gpt":0.3994699041506354,"score_spread":0.29190064665361093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041413926","genre_codex":"commentary","genre_gemma":"editorial","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":[0.002712954,0.14150889,0.0020982246,0.4678923,0.3648807,0.01827015,0.001956056,0.0004924955,0.00018821502],"genre_scores_gemma":[0.0004177245,0.056223184,0.08238459,0.034415536,0.8009785,0.0028355,0.013304404,0.0005606661,0.008879911],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877895,0.0010556031,0.0038570713,0.0019461319,0.0023112427,0.0030404471],"domain_scores_gemma":[0.98746294,0.0068972427,0.0019979638,0.0010819366,0.00094325095,0.0016166515],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058593736,0.0010707346,0.004487069,0.0011973275,0.00041402658,0.000054416716,0.0005742333,0.0016475643,0.000028013534],"category_scores_gemma":[0.0037612396,0.001155626,0.00064515055,0.0008364755,0.00040985353,0.00012263459,0.00010856086,0.0020806617,0.000045466164],"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":[0.0040468033,0.0010930808,0.0005579609,0.023883177,0.00009846289,0.000017234763,0.0011258302,0.00036343027,0.000001368621,0.0038486347,0.9561172,0.00884682],"study_design_scores_gemma":[0.0053197974,0.0035087643,0.0015730694,0.013466249,0.000047923488,0.000009720184,0.00039128488,0.0035223237,0.000001979673,0.0036261284,0.9677624,0.0007703423],"about_ca_topic_score_codex":0.08650441,"about_ca_topic_score_gemma":0.0021878723,"teacher_disagreement_score":0.43609777,"about_ca_system_score_codex":0.0021141246,"about_ca_system_score_gemma":0.008215458,"threshold_uncertainty_score":0.9996485},"labels":[],"label_agreement":null},{"id":"W2042499741","doi":"10.1016/s0140-6736(14)60176-8","title":"Global health and global citizenship","year":2014,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Multilateralism; Political science; Government (linguistics); Diplomacy; Charter; Foreign policy; Public health; Public administration; Politics; Health care; Medicine; Law","score_opus":0.04999820178931905,"score_gpt":0.34454561715915466,"score_spread":0.29454741536983564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042499741","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":[0.0024142535,0.0051548975,0.000029822964,0.9567325,0.0007275342,0.00037066478,0.00033948148,0.00012449198,0.034106333],"genre_scores_gemma":[0.009262984,0.00059155456,0.00012779888,0.9717301,0.01740907,0.000011178566,0.0003189915,0.000016007176,0.0005323258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997689,0.00023767912,0.0003201745,0.00033462248,0.00039748484,0.0010210562],"domain_scores_gemma":[0.9985742,0.00012356017,0.00016294677,0.00074853114,0.000048715105,0.00034203302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066389644,0.0002656845,0.0011483763,0.000016449858,0.00012832902,0.00003502898,0.00020614624,0.00040596892,0.000036830443],"category_scores_gemma":[0.00016559742,0.00016777604,0.00010442866,0.00016804966,0.00014226101,0.000009260881,0.00006186508,0.0008223111,0.00012610704],"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":[0.00015340911,0.000003973583,0.020886317,0.0008624479,0.000040360355,0.00014891535,0.000011917874,5.5134603e-8,1.5872006e-8,0.0007755975,0.9733274,0.0037895925],"study_design_scores_gemma":[0.0009045591,0.00014951687,0.020093154,0.00030606723,0.000037950293,0.00086844823,0.00000777987,0.000008152635,3.322494e-8,0.006702274,0.97078854,0.00013353808],"about_ca_topic_score_codex":0.00029400512,"about_ca_topic_score_gemma":0.00002429978,"teacher_disagreement_score":0.033574007,"about_ca_system_score_codex":0.00030084688,"about_ca_system_score_gemma":0.000546159,"threshold_uncertainty_score":0.68417084},"labels":[],"label_agreement":null},{"id":"W2042871471","doi":"10.1080/17441692.2014.928740","title":"Global health diplomacy: Barriers to inserting health into Canadian foreign policy","year":2014,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"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; Institute of Population and Public Health","funders":"Canadian Institutes of Health Research","keywords":"Diplomacy; Foreign policy; Global health; Health policy; Political science; Negotiation; International Health Regulations; International health; Public relations; Economic growth; Public administration; Politics; Health care; Medicine; Law; Economics; Infectious disease (medical specialty)","score_opus":0.021083239844950297,"score_gpt":0.3593472884441218,"score_spread":0.3382640485991715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042871471","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":[0.060418814,0.0022987723,0.0035064924,0.851019,0.0009430013,0.0030536624,0.00075353915,0.00071173353,0.07729498],"genre_scores_gemma":[0.60153365,0.00013252787,0.0019426154,0.39539343,0.0006883054,0.00004026485,0.00019325824,0.000032691813,0.00004323733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.988892,0.00091214746,0.0018982054,0.0011447894,0.001114486,0.0060383775],"domain_scores_gemma":[0.9591838,0.00007335101,0.0005326591,0.0010719328,0.00036591626,0.0387723],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064071687,0.0006167304,0.0016279785,0.0005819541,0.001666162,0.00016198745,0.00049135083,0.0002702935,0.000107290434],"category_scores_gemma":[0.004980228,0.000613027,0.00025761657,0.003911899,0.00013266027,0.00027496603,0.00016064195,0.0004548421,0.00029909943],"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":true,"study_design_scores_codex":[0.00010142404,0.00010751896,0.18898872,0.0008528317,0.000045309982,0.000017589075,0.0007322668,0.000014079979,1.3031632e-7,0.23418349,0.24633291,0.3286237],"study_design_scores_gemma":[0.0015788224,0.0019445103,0.2202137,0.0003268083,0.000004750131,0.00024749237,0.0010061945,0.00029837922,1.5377611e-7,0.01005026,0.7638834,0.0004455119],"about_ca_topic_score_codex":0.8167642,"about_ca_topic_score_gemma":0.42431244,"teacher_disagreement_score":0.54111487,"about_ca_system_score_codex":0.024756227,"about_ca_system_score_gemma":0.1207093,"threshold_uncertainty_score":0.99963355},"labels":[],"label_agreement":null},{"id":"W2043709260","doi":"10.1097/01.prs.0000254544.65054.95","title":"Introduction of Microsurgery in Vietnam by a Charitable Organization: A 15-Year Experience","year":2007,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto General Hospital","funders":"","keywords":"Vietnamese; Microsurgery; Medicine; Surgery; Medical education; Operations management; Engineering","score_opus":0.0088080705908198,"score_gpt":0.24378576074210662,"score_spread":0.2349776901512868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043709260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538094,0.00032938144,0.0011085039,0.00019968353,0.0021746482,0.00022939108,0.000032985372,0.00005023202,0.000494245],"genre_scores_gemma":[0.9986733,0.00011571942,0.0004918277,0.0001252379,0.00035696107,0.000010963491,0.00009865572,0.000025894122,0.000101443795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975863,0.000058282294,0.00095043913,0.0004442642,0.00030842546,0.00065229257],"domain_scores_gemma":[0.99720025,0.0016083985,0.00027867526,0.00024395456,0.0003923958,0.0002763399],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001019431,0.00020693139,0.00070207263,0.00051004114,0.00007249078,0.0000112592625,0.000052737567,0.000165916,0.000944913],"category_scores_gemma":[0.0042132763,0.0002101943,0.00010339283,0.0015126964,0.0002648292,0.00021564018,0.000027714217,0.00024382518,0.000047999223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004827799,0.00017939831,0.9732895,0.00017796124,0.000022999664,0.000044679728,0.00023778767,0.0000012436318,0.010062206,0.00009162539,0.010187189,0.005222655],"study_design_scores_gemma":[0.0011444816,0.000106898246,0.93521607,0.0005099632,0.0000479275,0.0010863723,0.0036552628,0.000034229015,0.050952874,0.00009294465,0.006641413,0.0005115951],"about_ca_topic_score_codex":0.00008196621,"about_ca_topic_score_gemma":0.000017361932,"teacher_disagreement_score":0.040890668,"about_ca_system_score_codex":0.0002009727,"about_ca_system_score_gemma":0.00041824172,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W2045014450","doi":"10.1007/s00464-013-3019-z","title":"Barriers to the uptake of laparoscopic surgery in a lower-middle-income country","year":2013,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Global Health and Surgery","field":"Medicine","cited_by":131,"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 Western Hospital; The Wilson Centre; University of Toronto; University Health Network; Centre for Social Innovation; St. Michael's Hospital","funders":"","keywords":"Medicine; Laparoscopy; Exploratory research; Low and middle income countries; Laparoscopic surgery; Developing country; Middle income country; General surgery; Nursing; Economic growth","score_opus":0.015920213497449525,"score_gpt":0.2809590600246098,"score_spread":0.26503884652716025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045014450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894444,0.0007020069,0.0000019360607,0.002795267,0.0009533463,0.00068016164,0.00002336193,0.000043524833,0.005356017],"genre_scores_gemma":[0.9962245,0.00017237608,0.00010155426,0.002730584,0.0001630959,0.00011641249,0.000011779241,0.000020460957,0.00045919296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997554,0.0001072754,0.0007808202,0.00030003168,0.00048366748,0.0007741729],"domain_scores_gemma":[0.99762356,0.0007226846,0.000091660695,0.00047145295,0.000107811735,0.0009828435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008695648,0.00019847312,0.0007429071,0.00017349956,0.00006643105,0.000016923788,0.00014219616,0.00014538514,0.002059331],"category_scores_gemma":[0.000952316,0.00013060862,0.00017035413,0.0007763208,0.000113542264,0.00007581113,0.00005291878,0.0003132367,0.00038839635],"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":[0.0031203425,0.00037278363,0.9628355,0.0010308234,0.00007808365,0.0009475957,0.0004029775,0.000040098003,0.00022920094,0.002142031,0.024499936,0.0043006605],"study_design_scores_gemma":[0.009851033,0.0006458121,0.4820996,0.0023450244,0.000057894806,0.000189599,0.0006599794,0.00027869904,0.001440571,0.00042057023,0.50145894,0.00055225985],"about_ca_topic_score_codex":0.0010804007,"about_ca_topic_score_gemma":0.00007722625,"teacher_disagreement_score":0.48073587,"about_ca_system_score_codex":0.000097639204,"about_ca_system_score_gemma":0.00061272754,"threshold_uncertainty_score":0.9988529},"labels":[],"label_agreement":null},{"id":"W2045042129","doi":"10.1371/journal.pone.0120368","title":"A Framework for the Monitoring and Evaluation of International Surgical Initiatives in Low- and Middle-Income Countries","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Thematic analysis; Low and middle income countries; Medicine; Developing country; International community; Variety (cybernetics); Qualitative research; Political science; Business; Public relations; Economic growth; Computer science; Sociology","score_opus":0.17096689326238496,"score_gpt":0.38466183428198397,"score_spread":0.21369494101959902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045042129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475324,0.0031063857,0.000017734932,0.0015088897,0.00008368259,0.00031369235,0.000008624337,0.000004579909,0.00020313943],"genre_scores_gemma":[0.9980905,0.0005593601,0.001099243,0.0000397835,0.00015553205,0.00004239043,0.0000028620677,0.0000030509616,0.000007270124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933267,0.00003265687,0.00014160151,0.00006709619,0.00034133386,0.000084621905],"domain_scores_gemma":[0.99892944,0.0006441933,0.000041399464,0.000048315593,0.00027387383,0.00006277075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009159064,0.00003738199,0.00012913467,0.000040045157,0.000017325465,0.0000062919767,0.000018219913,0.000040417122,0.0000056905064],"category_scores_gemma":[0.001115928,0.0000266116,0.000008979546,0.000046184025,0.000047187343,0.000051370298,0.000014021816,0.00006647888,5.1997836e-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":[0.00063041237,0.00017552306,0.99587154,0.0005071234,0.00006162542,0.0000028743432,0.0009800034,0.000002701598,0.0000058143833,0.0014634957,0.0000022667953,0.000296625],"study_design_scores_gemma":[0.0032126969,0.00019580916,0.97727823,0.0056054494,0.00013895547,0.0000073038614,0.000987364,0.0067866114,0.00094649906,0.0047153537,0.00006252448,0.00006317231],"about_ca_topic_score_codex":0.000016626127,"about_ca_topic_score_gemma":0.0000028614998,"teacher_disagreement_score":0.018593274,"about_ca_system_score_codex":0.000039483668,"about_ca_system_score_gemma":0.00008920439,"threshold_uncertainty_score":0.13359508},"labels":[],"label_agreement":null},{"id":"W2045420793","doi":"10.1007/s00268-014-2775-9","title":"The Rate‐Limiting Step: The Provision of Safe Anesthesia in Low‐Income Countries","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Medicine; Developing country; Economic growth; Economics","score_opus":0.014431421915186858,"score_gpt":0.26749971824004554,"score_spread":0.25306829632485867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045420793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97621524,0.002692883,0.000025286094,0.019573446,0.00045840134,0.00015239362,5.873866e-7,0.000006276748,0.0008754633],"genre_scores_gemma":[0.9969618,0.00080498756,0.00004094459,0.0015147766,0.00030638723,0.0000020708003,6.4318783e-7,0.000012820424,0.000355576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748176,0.00038659095,0.0011653312,0.000089387286,0.00048261863,0.00039431767],"domain_scores_gemma":[0.9930808,0.005449586,0.00076825346,0.00023450829,0.0003101428,0.00015669368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008781217,0.00012314918,0.0005680534,0.00027448867,0.00015807075,0.00002680076,0.00012672869,0.000045551733,0.000026717657],"category_scores_gemma":[0.0011687264,0.00006115321,0.00021775858,0.00045180492,0.00015117135,0.00010551981,0.000018241022,0.0003912701,0.000008155795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017655733,0.000088208144,0.954893,0.00041369227,0.00003473833,0.00040922608,0.00013975964,0.000033469754,0.00007221039,0.0012697206,0.011877641,0.029002773],"study_design_scores_gemma":[0.0006277923,0.00009647382,0.8235588,0.0028439036,0.000037315272,0.0008221526,0.00027430075,0.00020653791,0.00029506124,0.00022809957,0.17090422,0.00010533651],"about_ca_topic_score_codex":0.000035038564,"about_ca_topic_score_gemma":0.00004640311,"teacher_disagreement_score":0.15902658,"about_ca_system_score_codex":0.000071768205,"about_ca_system_score_gemma":0.00044724642,"threshold_uncertainty_score":0.3043412},"labels":[],"label_agreement":null},{"id":"W2045709815","doi":"10.1016/s0820-5930(09)60237-1","title":"An International Clinical Experience","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Medical Radiation Technology","topic":"Global Health and Surgery","field":"Medicine","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":0.02426698255862939,"score_gpt":0.4185784108023645,"score_spread":0.3943114282437351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045709815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95820194,0.00055386254,0.0043543424,0.032733656,0.0029835063,0.00006258469,0.0000023436908,0.000021629787,0.0010861414],"genre_scores_gemma":[0.9928453,0.0002880088,0.00076886546,0.005240143,0.00082191086,7.298669e-7,0.000004789482,0.000006289117,0.00002397544],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981604,0.000030967483,0.0007990886,0.00011373979,0.00053052424,0.00036526145],"domain_scores_gemma":[0.9966613,0.00010596872,0.00020892377,0.00016108107,0.0002656184,0.0025971013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026760055,0.00006515855,0.00024072081,0.00079831143,0.000052368956,0.000009206566,0.0003411935,0.00048893417,0.0009081576],"category_scores_gemma":[0.00528665,0.000056928966,0.00007539001,0.00032558103,0.00029205036,0.000110048095,0.00000604356,0.00065280433,0.000022168071],"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":[0.00004982475,0.000041659172,0.5319294,0.0000034734564,0.000016366246,0.0015528273,0.000076581804,3.550178e-7,0.00000810884,0.0045073237,0.0033380962,0.458476],"study_design_scores_gemma":[0.0015520505,0.0006348652,0.45466182,0.000085922686,0.00001527025,0.003374275,0.0007172666,0.00023726253,0.00017858196,0.0006633683,0.53778994,0.000089400804],"about_ca_topic_score_codex":0.00041507967,"about_ca_topic_score_gemma":0.0015344152,"teacher_disagreement_score":0.53445184,"about_ca_system_score_codex":0.00020172102,"about_ca_system_score_gemma":0.0032645399,"threshold_uncertainty_score":0.9943689},"labels":[],"label_agreement":null},{"id":"W2046701247","doi":"10.1016/j.jpedsurg.2012.09.030","title":"The burden of pediatric surgical conditions in low and middle income countries: A call to action","year":2012,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":104,"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":"Medicine; Pediatric surgery; Burden of disease; Pediatric Surgeon; Call to action; Surgical procedures; Action (physics); Disease; Health care; Disease burden; Low and middle income countries; Global health; Developing country; Public health; Intensive care medicine; Nursing; Surgery; Economic growth; Marketing; Pathology","score_opus":0.062352870852846916,"score_gpt":0.35688289347185775,"score_spread":0.29453002261901085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046701247","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":[0.04706104,0.94978595,0.0000015451875,0.0003024944,0.0022388992,0.0004765612,0.00006647301,0.000008773364,0.00005827442],"genre_scores_gemma":[0.007527316,0.9770071,0.00001797327,0.000039077957,0.015227715,0.000022138373,0.000016474694,0.000035954596,0.00010627623],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951861,0.00041787274,0.0027002401,0.00020957725,0.0007920438,0.000694165],"domain_scores_gemma":[0.98884565,0.0077115437,0.0019174018,0.0002710162,0.00043118655,0.0008232075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042668446,0.00035354326,0.0026712308,0.001660138,0.00010947252,0.000027191263,0.00014551861,0.0004366891,0.00005690146],"category_scores_gemma":[0.0012481814,0.0002263865,0.00080449414,0.0015259281,0.00006370227,0.00015495653,0.000060632716,0.00091974024,0.000031673164],"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":[0.0021765032,0.0013103012,0.30129972,0.3161773,0.00088940735,0.0047957157,0.0007486597,0.000019037727,1.10277036e-7,0.00010339848,0.12776546,0.24471436],"study_design_scores_gemma":[0.0005690492,0.00012470005,0.00430205,0.005724814,0.002773149,0.0016285795,0.000077851844,0.0000015765546,7.4099724e-8,0.0000139818885,0.9844809,0.00030326462],"about_ca_topic_score_codex":0.000086087726,"about_ca_topic_score_gemma":0.000006997898,"teacher_disagreement_score":0.85671544,"about_ca_system_score_codex":0.00033395423,"about_ca_system_score_gemma":0.0027099722,"threshold_uncertainty_score":0.92317736},"labels":[],"label_agreement":null},{"id":"W2047746714","doi":"10.1016/j.puhe.2014.12.015","title":"Global health education in the United Kingdom: a review of university undergraduate and postgraduate programmes and courses","year":2015,"lang":"en","type":"review","venue":"Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":77,"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":"National Cancer Institute","keywords":"Global health; Medical education; Curriculum; Public health; Medicine; Health care; Core competency; Family medicine; Political science; Nursing; Psychology; Pedagogy; Management","score_opus":0.15504620171772546,"score_gpt":0.4558141210680394,"score_spread":0.300767919350314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047746714","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":[0.000097208154,0.8866199,0.0000049068117,0.10991489,0.0001298544,0.002803719,0.0001050374,0.000027980795,0.0002965077],"genre_scores_gemma":[0.00014203989,0.984742,0.00014238924,0.014026339,0.00005200885,0.000017858869,0.00082132546,0.000014181123,0.000041897205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542093,0.0021467619,0.00089588924,0.00038469458,0.00043005537,0.0007216659],"domain_scores_gemma":[0.9971764,0.00022496884,0.0008513256,0.00038551836,0.0003249668,0.001036821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070340736,0.00029977656,0.0020874497,0.00038112598,0.00011768027,0.000025002,0.00015144028,0.00013184702,0.0000017467745],"category_scores_gemma":[0.00059714116,0.00020474523,0.00014374561,0.0020889349,0.00016124627,0.000080213205,0.000060786457,0.0003624019,0.000001918511],"study_design_candidate":"not_applicable","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":[0.000009075978,0.00018743868,0.0006324837,0.19387864,0.000024839359,0.0000043713453,0.000045967732,1.4622777e-9,2.9093582e-11,0.00530178,0.023730503,0.7761849],"study_design_scores_gemma":[0.0002983601,0.00028395603,0.0011111617,0.06892558,0.00010401951,0.00037499442,0.00019604353,0.0000013946512,7.596624e-11,0.00010565672,0.92849106,0.00010774811],"about_ca_topic_score_codex":0.011586941,"about_ca_topic_score_gemma":0.00050145615,"teacher_disagreement_score":0.9047606,"about_ca_system_score_codex":0.00103056,"about_ca_system_score_gemma":0.037228666,"threshold_uncertainty_score":0.994995},"labels":[],"label_agreement":null},{"id":"W2048531118","doi":"10.1017/s0317167100011677","title":"Out of Africa, for now","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital","funders":"","keywords":"Action (physics); Content (measure theory); Computer science; Mathematics; Physics","score_opus":0.09969387792018047,"score_gpt":0.30641379895812865,"score_spread":0.20671992103794817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048531118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93715817,0.025075555,0.0001418404,0.007724508,0.011338076,0.00038652352,0.00009109278,0.0000111925165,0.018073043],"genre_scores_gemma":[0.986487,0.0022908486,0.0060638287,0.0036478604,0.0010652039,0.000003975814,3.428072e-7,0.000018585511,0.00042237242],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99205,0.0011182061,0.001943092,0.0006153401,0.0009716573,0.00330169],"domain_scores_gemma":[0.9896944,0.0014007177,0.0016544053,0.00021345801,0.0013649729,0.005672054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01082634,0.00046826448,0.0011579129,0.0012924861,0.0020274082,0.00021635552,0.0020688295,0.00046255364,0.0007379243],"category_scores_gemma":[0.0063460027,0.00033280766,0.00067499856,0.0014490108,0.014508948,0.0009556864,0.00006408063,0.0014813548,0.000013442386],"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":[0.0008315924,0.00022868544,0.9372307,0.00018674514,0.00006859156,0.011516158,0.002632875,0.00031902234,0.000042759762,0.009149865,0.018463964,0.019329036],"study_design_scores_gemma":[0.0017956324,0.42432478,0.26288664,0.00088752643,0.00053990615,0.052878823,0.001881121,0.0021257445,0.00044415193,0.09678529,0.15440252,0.0010478366],"about_ca_topic_score_codex":0.0024163118,"about_ca_topic_score_gemma":0.06982627,"teacher_disagreement_score":0.67434406,"about_ca_system_score_codex":0.00037774994,"about_ca_system_score_gemma":0.013009163,"threshold_uncertainty_score":0.9999124},"labels":[],"label_agreement":null},{"id":"W2048564158","doi":"10.1176/pn.42.21.0001a","title":"Local Collaboration Key to Success of Health Research in Poor Countries","year":2007,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Global Health and Surgery","field":"Medicine","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":"Developing country; Public relations; Global health; Public health; Political science; Bioethics; Research ethics; International health; Economic growth; Medicine; Health policy; Law; Nursing","score_opus":0.0527747566094632,"score_gpt":0.43038266692481286,"score_spread":0.3776079103153497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048564158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9253083,0.0048024645,0.0028252623,0.057295956,0.0009585601,0.0011638722,0.000015031048,0.000027766719,0.007602821],"genre_scores_gemma":[0.99305516,0.0003321601,0.0012465536,0.0049771555,0.00018955236,0.00001079076,0.0000119393035,0.000010411081,0.00016629898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762243,0.00014951467,0.00070804567,0.00022296778,0.00062841654,0.0006686387],"domain_scores_gemma":[0.99873644,0.00020470032,0.00009634582,0.00021396362,0.00035207873,0.00039648215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004470462,0.000084611616,0.00034105484,0.00075519946,0.00008277095,0.0000093134495,0.000075792326,0.00008484139,0.000031789386],"category_scores_gemma":[0.00014300662,0.00007627864,0.00003120286,0.0030718213,0.000053273332,0.000051568557,0.00001854137,0.000217004,0.000069241745],"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":[0.0025161037,0.00044760702,0.75520366,0.0009450576,0.0000075222265,0.000026456933,0.00089034415,0.00001778185,0.000019245144,0.004454069,0.1817133,0.053758863],"study_design_scores_gemma":[0.0028553153,0.0017430629,0.60783184,0.0002536499,0.00000903449,0.000021971822,0.0049822736,0.00006404617,0.00020578268,0.00087688665,0.38097408,0.00018204893],"about_ca_topic_score_codex":0.006654391,"about_ca_topic_score_gemma":0.007988015,"teacher_disagreement_score":0.19926079,"about_ca_system_score_codex":0.00029463693,"about_ca_system_score_gemma":0.0014371672,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W2049217419","doi":"10.1016/j.wneu.2010.02.014","title":"History of Neurosurgery in Kenya, East Africa","year":2010,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":39,"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":"Neurosurgery; Medicine; Kenya; Quarter (Canadian coin); Hydrocephalus; General surgery; Surgery; History; Law; Archaeology","score_opus":0.028797648473153907,"score_gpt":0.2515949981446775,"score_spread":0.2227973496715236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049217419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341635,0.00071137265,0.00000156523,0.0019376519,0.008666111,0.0002897954,0.0000124506905,0.00012543365,0.05409209],"genre_scores_gemma":[0.9798208,0.0000666468,0.00006003789,0.0035440277,0.0002592449,0.000024275098,0.000010324838,0.000053530428,0.016161097],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699426,0.00012782034,0.0010472334,0.0005040349,0.0004909099,0.0008357613],"domain_scores_gemma":[0.9976712,0.0006795862,0.00027872212,0.00074071693,0.00010779803,0.00052200176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093159045,0.00027179002,0.000816468,0.0014203747,0.000032271386,0.000007367695,0.0001266109,0.00013246936,0.00050966075],"category_scores_gemma":[0.0011174541,0.0002703461,0.00031852862,0.001233498,0.00023133706,0.00011656995,0.000060612096,0.0009376742,0.00007511221],"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":[0.0007055955,0.00061622175,0.6678651,0.00028557394,0.000007711595,0.0012045959,0.00014102856,0.000002046825,0.049931116,0.00045497782,0.27390394,0.004882111],"study_design_scores_gemma":[0.0004109915,0.00004208821,0.4014822,0.00010158496,0.00001524302,0.0001260876,0.000008060511,0.000053395706,0.00046380318,0.000045884983,0.59706473,0.00018594884],"about_ca_topic_score_codex":0.000064107895,"about_ca_topic_score_gemma":0.00010245839,"teacher_disagreement_score":0.3231608,"about_ca_system_score_codex":0.00013907532,"about_ca_system_score_gemma":0.00080534705,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W2049592829","doi":"10.1016/j.surg.2014.12.021","title":"Operative trauma in low-resource settings: The experience of Médecins Sans Frontières in environments of conflict, postconflict, and disaster","year":2015,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":61,"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","funders":"","keywords":"Medicine; Medical emergency; Injury Severity Score; Emergency medicine; Injury prevention; Surgery; Poison control; General surgery","score_opus":0.028072750925972452,"score_gpt":0.2979224157763799,"score_spread":0.26984966485040746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049592829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641126,0.0010365131,0.000005868823,0.0006346361,0.000084733794,0.0002907779,0.00002209165,0.0000043662785,0.0015097511],"genre_scores_gemma":[0.9986334,0.00006611247,0.000023010856,0.0010674273,0.000024078387,0.000019167544,0.000013354412,0.000010168787,0.00014329469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984666,0.00014587294,0.0005846025,0.00020819357,0.00027767802,0.0003170718],"domain_scores_gemma":[0.99897677,0.00046183047,0.00012725453,0.00023562928,0.000023870218,0.00017467346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078939454,0.00013202599,0.0005215111,0.00013880305,0.000018449908,0.0000050024514,0.00006330512,0.00007340569,0.000031233023],"category_scores_gemma":[0.00031800848,0.00009228278,0.00006005779,0.00017816386,0.0002713856,0.000069845315,0.000044604934,0.00013974773,0.000002399432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005469703,0.00020776024,0.9540523,0.0000770522,0.000012785188,0.00004587931,0.03924878,0.000015779726,0.00072813174,0.00003500543,0.0012009086,0.0038286436],"study_design_scores_gemma":[0.0014704035,0.00010792563,0.94555974,0.00061135815,0.00001142609,0.000025409472,0.02368029,0.00016809336,0.0054914965,0.000010838815,0.022711823,0.00015121703],"about_ca_topic_score_codex":0.00056546344,"about_ca_topic_score_gemma":0.000110668945,"teacher_disagreement_score":0.021510914,"about_ca_system_score_codex":0.000046093493,"about_ca_system_score_gemma":0.00009414019,"threshold_uncertainty_score":0.37631828},"labels":[],"label_agreement":null},{"id":"W2049693218","doi":"10.1049/cp.2014.0789","title":"A study of medical equipment donations from canada to developing countries: progress and challenges","year":2014,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"University of Toronto; World Health Organization","keywords":"Developing country; Computer science; Business; Economics; Economic growth","score_opus":0.04880423264483145,"score_gpt":0.33279858303163334,"score_spread":0.2839943503868019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049693218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92516834,0.0008075435,0.00008460256,0.07262812,0.0001204111,0.0003260661,0.0000035831347,0.000012865339,0.0008484732],"genre_scores_gemma":[0.9953672,0.00022910441,0.00035616083,0.003947372,0.000046532565,0.000026752905,0.0000035849544,0.0000033130939,0.00001993517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988562,0.000027279553,0.0002051301,0.00012797321,0.0006230024,0.00016040374],"domain_scores_gemma":[0.99930656,0.00016503801,0.000024394049,0.000096613614,0.00008981727,0.00031759992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003450427,0.000055582783,0.00019415675,0.000032386695,0.000035637746,0.0000032256446,0.000040714796,0.0000332726,0.000060222308],"category_scores_gemma":[0.00015691137,0.000041142717,0.000005653044,0.000053579322,0.000016807931,0.000010717123,0.00004214068,0.000040622857,0.0000013439958],"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":[0.00038697576,0.0012451834,0.6232121,0.0015370465,0.00035323494,0.00025301587,0.012321013,0.0000015321377,0.0000018004383,0.047620144,0.0256566,0.28741136],"study_design_scores_gemma":[0.0024327151,0.0006872893,0.6950634,0.0004793856,0.00003818695,0.000014435486,0.011081245,0.00013416281,0.00006854082,0.00011131357,0.28972438,0.00016496517],"about_ca_topic_score_codex":0.32241645,"about_ca_topic_score_gemma":0.7690739,"teacher_disagreement_score":0.44665748,"about_ca_system_score_codex":0.00007022582,"about_ca_system_score_gemma":0.0009262306,"threshold_uncertainty_score":0.68209565},"labels":[],"label_agreement":null},{"id":"W2050428654","doi":"10.1007/s00268-014-2753-2","title":"Surgical Needs of Nepal: Pilot Study of Population Based Survey in Pokhara, Nepal","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Nepali; Medicine; Sierra leone; Developing country; Population; South asia; Family medicine; Environmental health; Socioeconomics","score_opus":0.07925128668952997,"score_gpt":0.3248480588583349,"score_spread":0.24559677216880493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050428654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982616,0.00025734623,0.000015242511,0.00029417733,0.0006875762,0.00018138559,0.000006181251,0.0000075680855,0.0002889381],"genre_scores_gemma":[0.9994129,0.00003366322,0.00005681216,0.00019094383,0.0001975561,0.0000014965657,0.000020827465,0.000018990428,0.00006679541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605,0.00080806663,0.0019504589,0.00011298869,0.00071088027,0.0003675832],"domain_scores_gemma":[0.99525875,0.0028001817,0.0009599956,0.00024282202,0.00041632072,0.00032195696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006944986,0.00016608373,0.0013093455,0.0017006109,0.000028034956,0.000006120448,0.00008673343,0.000052295894,0.00011000248],"category_scores_gemma":[0.0010000737,0.00013771956,0.00021464749,0.0014191611,0.00003853763,0.00010753263,0.000017941788,0.0003529733,0.0000021693536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004856265,0.0021162042,0.9873856,0.00014919933,0.00003378541,0.00011804488,0.00004909651,0.00010519816,0.00005783326,0.000022380647,0.0013992083,0.00370723],"study_design_scores_gemma":[0.0025067704,0.0011050439,0.9948058,0.0004500085,0.000041789895,0.00005649181,0.000084348925,0.00015043185,0.000033700002,0.000021111275,0.0006469466,0.00009754875],"about_ca_topic_score_codex":0.0029549522,"about_ca_topic_score_gemma":0.0010194775,"teacher_disagreement_score":0.007420254,"about_ca_system_score_codex":0.00008460493,"about_ca_system_score_gemma":0.000311333,"threshold_uncertainty_score":0.561604},"labels":[],"label_agreement":null},{"id":"W2051392951","doi":"10.1016/j.idc.2011.02.013","title":"Teaching the Basics: Core Competencies in Global Health","year":2011,"lang":"en","type":"article","venue":"Infectious Disease Clinics of North America","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"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":"Association of Faculties of Medicine of Canada; Donner Canadian Foundation","keywords":"Global health; Medicine; Core competency; Curriculum; Medical education; Core curriculum; Engineering ethics; Nursing; Public health; Pedagogy; Management; Sociology","score_opus":0.03516376665530394,"score_gpt":0.3449399006093324,"score_spread":0.3097761339540284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051392951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920596,0.0015288574,0.00022825772,0.00086110056,0.000421027,0.00049692544,0.00012427644,0.00008547671,0.004194477],"genre_scores_gemma":[0.99074006,0.0004458103,0.00026119722,0.008371977,0.000089786896,0.00001984464,0.00003900127,0.000011983453,0.0000203474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981501,0.00015504689,0.00070673536,0.0002484339,0.00026527504,0.00047439145],"domain_scores_gemma":[0.99824435,0.00024043315,0.0003461292,0.00044179644,0.00010979185,0.0006175132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044434032,0.00016311822,0.0004892254,0.00006870113,0.00013790127,0.0000044628027,0.00012620879,0.000036540445,0.000036316353],"category_scores_gemma":[0.00065813324,0.00012101201,0.00020615468,0.00038008217,0.00027154593,0.00005249914,0.00005680928,0.00035719364,0.000034139157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031157795,0.00062386435,0.9114722,0.00014819167,0.000024673334,0.000045482986,0.00025526067,0.000010802671,2.5794103e-8,0.00080261385,0.0005202352,0.085785076],"study_design_scores_gemma":[0.00057549553,0.00052081957,0.98095715,0.000094306895,0.000038013226,0.000013296477,0.00013828419,0.00021582576,3.0046166e-8,0.0018374874,0.015513292,0.00009602671],"about_ca_topic_score_codex":0.0054390524,"about_ca_topic_score_gemma":0.0019320793,"teacher_disagreement_score":0.085689045,"about_ca_system_score_codex":0.00015010787,"about_ca_system_score_gemma":0.0011755141,"threshold_uncertainty_score":0.82222563},"labels":[],"label_agreement":null},{"id":"W2052070591","doi":"10.1016/s0140-6736(13)61013-2","title":"The Rockefeller Foundation and the international health agenda","year":2013,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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 Ontario; University of Toronto","funders":"","keywords":"Politics; Political science; Unrest; Sociology; Law; Political economy; Public administration","score_opus":0.043726762014453906,"score_gpt":0.333059365972209,"score_spread":0.28933260395775506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052070591","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":[0.18577568,0.0014750793,0.00006870741,0.7916349,0.00067939487,0.00049012166,0.0000028028846,0.000027513572,0.019845778],"genre_scores_gemma":[0.9472748,0.0018776183,0.00005046302,0.04755483,0.0008816379,0.000032166743,0.0000105234785,0.0000040083687,0.0023139375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941844,0.00006931218,0.00012079579,0.000060671493,0.00014355632,0.0001872085],"domain_scores_gemma":[0.9994027,0.00025191536,0.000051319737,0.00020819272,0.000040040075,0.000045814562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008562542,0.000041649444,0.00012302076,0.0000070173787,0.00026095423,0.00004773451,0.00010963227,0.000013369531,0.00011646011],"category_scores_gemma":[0.00012902339,0.0000150188735,0.000021692296,0.0000383757,0.00009037704,0.000028913415,0.000031880623,0.000112362286,0.00017187546],"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":[0.00036924367,0.0000111459985,0.008573906,0.000024151206,0.00003268771,6.303863e-7,0.00058073184,0.000001565926,0.000008091056,0.014176578,0.8550538,0.12116748],"study_design_scores_gemma":[0.0014418168,0.000022626315,0.1329898,0.000021180333,0.000005249224,0.00002547894,0.00021621006,0.0012376709,0.0000042437114,0.0050270474,0.85898274,0.00002595866],"about_ca_topic_score_codex":0.00049981935,"about_ca_topic_score_gemma":0.0000616716,"teacher_disagreement_score":0.76149917,"about_ca_system_score_codex":0.000026103855,"about_ca_system_score_gemma":0.00006073598,"threshold_uncertainty_score":0.22091687},"labels":[],"label_agreement":null},{"id":"W2052521143","doi":"10.1016/j.aogh.2015.02.634","title":"Creating future leaders: An interprofessional experiential training in advocacy and global health at the world health assembly","year":2015,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Experiential learning; Training (meteorology); Interprofessional education; Global health; Medical education; Psychology; Political science; Public relations; Nursing; Medicine; Health care; Public health; Pedagogy; Geography","score_opus":0.11793814719765794,"score_gpt":0.476859041625771,"score_spread":0.35892089442811304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052521143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7670942,0.021193761,0.000048977556,0.20734909,0.0011975463,0.0009076522,0.00016438351,0.00007057692,0.0019738025],"genre_scores_gemma":[0.9207292,0.00076531724,0.00073439075,0.0767736,0.00070746115,0.000023101085,0.00014046674,0.000019524756,0.000106920896],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944791,0.00087732903,0.0014316229,0.00063079444,0.0008761535,0.001704978],"domain_scores_gemma":[0.99597275,0.000112681664,0.0006853389,0.0004583593,0.00021396448,0.0025568763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003888657,0.00036073403,0.0011823679,0.000102335536,0.00043807502,0.000026546448,0.00019684448,0.00014130923,0.000028092818],"category_scores_gemma":[0.00019146124,0.00027418195,0.00013906468,0.00094032794,0.00026663838,0.00024515143,0.00015111742,0.000437049,0.000008415346],"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":[0.0069960677,0.0010558378,0.21145979,0.0016048093,0.0000758135,0.000069210924,0.037540324,0.00002662894,0.0000029123626,0.011812703,0.23121347,0.49814245],"study_design_scores_gemma":[0.008025505,0.009633389,0.6299099,0.0060932795,0.00001854979,0.0008716712,0.25431576,0.00082013605,0.000015336167,0.003064568,0.08644529,0.0007866423],"about_ca_topic_score_codex":0.015809096,"about_ca_topic_score_gemma":0.041116107,"teacher_disagreement_score":0.4973558,"about_ca_system_score_codex":0.001465638,"about_ca_system_score_gemma":0.01605613,"threshold_uncertainty_score":0.99997103},"labels":[],"label_agreement":null},{"id":"W2052739954","doi":"10.1007/s11673-014-9604-6","title":"Making a Commitment to Ethics in Global Health Research Partnerships: A Practical Tool to Support Ethical Practice","year":2015,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","cited_by":63,"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 Coalition for Global Health Research; Simon Fraser University","funders":"","keywords":"General partnership; Global health; Accountability; Public relations; Political science; Scholarship; Ethical code; Research ethics; Equity (law); Engineering ethics; Health care; Sociology; Law","score_opus":0.781217057452969,"score_gpt":0.6578005565104195,"score_spread":0.12341650094254952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052739954","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":[0.075704314,0.0003013938,0.0033480818,0.916735,0.0014451622,0.00086976297,0.000008281741,0.000026870099,0.0015611352],"genre_scores_gemma":[0.69456345,0.000100434525,0.037886586,0.26612046,0.0012555885,0.000017774217,0.0000032253838,0.000020837706,0.000031662104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98663366,0.004980156,0.00201096,0.00045163513,0.0043926346,0.0015309411],"domain_scores_gemma":[0.985661,0.006023262,0.00043949136,0.00048794807,0.003326151,0.0040622028],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.07763197,0.00024706355,0.000992659,0.00049664517,0.00016675238,0.00010597141,0.00027916417,0.0013880915,0.00004041885],"category_scores_gemma":[0.13462657,0.00020107768,0.00018613548,0.0017775914,0.0004320606,0.00024154664,0.00030839126,0.01339483,0.0002637333],"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":[0.031997178,0.0032316188,0.010995106,0.0006097916,0.0001351978,0.010569858,0.02198863,0.00005234606,0.00003839885,0.05908225,0.8375285,0.023771118],"study_design_scores_gemma":[0.0037865592,0.019712158,0.009005846,0.0021620896,0.00006643784,0.0078086713,0.021319842,0.000065341796,0.00002900351,0.004422575,0.93126094,0.00036054858],"about_ca_topic_score_codex":0.00015543176,"about_ca_topic_score_gemma":0.00022654198,"teacher_disagreement_score":0.65061456,"about_ca_system_score_codex":0.0029079302,"about_ca_system_score_gemma":0.015745942,"threshold_uncertainty_score":0.9999083},"labels":[],"label_agreement":null},{"id":"W2052755784","doi":"10.1097/aia.0b013e3181dd4f65","title":"Rwandan Anesthesia Residency Program: A Model of North-South Educational Partnership","year":2010,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Global Health and Surgery","field":"Medicine","cited_by":35,"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; Canadian Anesthesiologists' Society","funders":"","keywords":"Medicine; General partnership; Family medicine; Library science; Political science","score_opus":0.04560624414685711,"score_gpt":0.37282243506538887,"score_spread":0.32721619091853177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052755784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871578,0.000037537306,0.000008728847,0.010028168,0.00031092792,0.00030238708,0.000008573487,0.000055503057,0.0020903335],"genre_scores_gemma":[0.9888864,0.00003404841,0.00565912,0.003108663,0.00039064157,0.00006445095,0.00015349584,0.000017623359,0.0016855585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982749,0.00005563964,0.00070401607,0.00032058012,0.00032976636,0.00031505767],"domain_scores_gemma":[0.9981671,0.00043157264,0.0002878914,0.0003106409,0.00054667663,0.00025614782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053674524,0.00015865572,0.00036550727,0.00014847836,0.00005502888,0.0000073430997,0.00024696227,0.00023325131,0.00019562316],"category_scores_gemma":[0.0009635654,0.00013455958,0.00018332829,0.00011345172,0.00027860547,0.00004924685,0.000024266184,0.00046240058,0.000090176174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004460757,0.00054676965,0.9811718,0.000042873082,0.000034971334,0.000050246024,0.00013052761,0.00003295831,0.00004962698,0.009864628,0.0017812854,0.0058482587],"study_design_scores_gemma":[0.0006141105,0.0003667489,0.977074,0.00003867784,0.00003661172,0.00047432663,0.000018100884,0.002911877,0.000044630247,0.006568878,0.011719876,0.00013210923],"about_ca_topic_score_codex":0.00002378321,"about_ca_topic_score_gemma":0.00006487997,"teacher_disagreement_score":0.009938591,"about_ca_system_score_codex":0.000024946637,"about_ca_system_score_gemma":0.0011758897,"threshold_uncertainty_score":0.54871804},"labels":[],"label_agreement":null},{"id":"W2053073316","doi":"10.1503/cmaj.061695","title":"Global Fund pulls grants from mismanaging countries","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Malaria; Human immunodeficiency virus (HIV); Tuberculosis; Developing country; Medicine; Economic growth; Virology; Economics; Immunology","score_opus":0.011494927037280809,"score_gpt":0.2838488169307438,"score_spread":0.272353889893463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053073316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89656746,0.0018551002,0.0005918773,0.071549326,0.0035837882,0.0001505996,0.00014167132,0.000041971685,0.0255182],"genre_scores_gemma":[0.9282573,0.00024805663,0.0001443971,0.06807596,0.002834789,7.911914e-7,0.00003292929,0.000009965439,0.00039580654],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661654,0.00006696293,0.00054011337,0.00014941908,0.0016317853,0.0009951512],"domain_scores_gemma":[0.9943936,0.00023477583,0.00017493391,0.00009184524,0.00037534375,0.0047295415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030244507,0.00011806265,0.00029133563,0.00013146272,0.00029689775,0.000063424304,0.00011006552,0.00038923952,0.0033550882],"category_scores_gemma":[0.0016263012,0.000109029424,0.000107757136,0.00028519426,0.000038013717,0.00009012416,0.000008043994,0.00059325236,0.00029869613],"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":[0.00004148505,0.000015859065,0.76674455,0.000010234543,0.00007528722,0.0026180584,0.000069832146,2.5517238e-7,7.907462e-7,0.00027610327,0.19662076,0.033526793],"study_design_scores_gemma":[0.00080626854,0.000020767606,0.46249056,0.00010575346,0.000028399787,0.0004188401,0.0002259276,0.000030163374,0.0000026438388,0.000372518,0.5354189,0.00007924444],"about_ca_topic_score_codex":0.01786965,"about_ca_topic_score_gemma":0.11659589,"teacher_disagreement_score":0.33879817,"about_ca_system_score_codex":0.0025560353,"about_ca_system_score_gemma":0.00428411,"threshold_uncertainty_score":0.997556},"labels":[],"label_agreement":null},{"id":"W2053595845","doi":"10.1097/acm.0b013e3182765768","title":"Structured Global Health Programs in U.S. Medical Schools","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":55,"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 education; Standardization; Medical school; Quarter (Canadian coin); Psychology; Medicine; Computer science","score_opus":0.052432481891257154,"score_gpt":0.40940379786486797,"score_spread":0.3569713159736108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053595845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86191815,0.028689483,0.00018974706,0.10211795,0.002070619,0.0011234942,0.0000052726427,0.00019107557,0.0036941906],"genre_scores_gemma":[0.9562998,0.0022301292,0.00015053456,0.038672198,0.002335522,0.000034964276,0.000103054575,0.000017619346,0.00015619819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955899,0.00016588753,0.0010289666,0.00032000922,0.001335658,0.0015595646],"domain_scores_gemma":[0.9963407,0.000087516906,0.00017642604,0.00031311376,0.000043481326,0.0030387547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003189034,0.0002521627,0.00084755925,0.00013906819,0.000057508958,0.000002042706,0.00019209311,0.00055503804,0.0004930098],"category_scores_gemma":[0.0018285251,0.00017834587,0.000056578883,0.0008432959,0.00018948432,0.00012344761,0.000057346333,0.0016904124,0.000116242874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016818757,0.000040352166,0.8148458,0.00019165348,0.000015645102,0.000053993743,0.0006039443,5.4175352e-8,0.000011329509,0.002890949,0.047947343,0.13323075],"study_design_scores_gemma":[0.0063329097,0.000662528,0.836427,0.002941701,0.000043767912,0.0018649067,0.0020158766,0.00006936953,0.000009642018,0.0025915147,0.14676055,0.00028028563],"about_ca_topic_score_codex":0.0007826856,"about_ca_topic_score_gemma":0.00005354985,"teacher_disagreement_score":0.13295045,"about_ca_system_score_codex":0.00057568465,"about_ca_system_score_gemma":0.001111685,"threshold_uncertainty_score":0.73440945},"labels":[],"label_agreement":null},{"id":"W2056906105","doi":"10.1111/j.1525-1438.2005.15229.x","title":"Steppe by steppe: gynecological oncology on the Mongolian plains","year":2005,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Gynecologic oncology; Gynecologic cancer; Developing country; Health care; Family medicine; Nursing; Cancer; Oncology; Internal medicine; Economic growth; Ovarian cancer","score_opus":0.033836697738942,"score_gpt":0.3781927048153932,"score_spread":0.3443560070764512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056906105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8133903,0.000760181,0.00004560558,0.17007716,0.0018954435,0.00023250042,0.00004771626,0.000021638349,0.01352943],"genre_scores_gemma":[0.94853354,0.001093374,0.00021093016,0.04771146,0.0013683438,0.000030052524,0.0000067419246,0.000010745559,0.0010348414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749583,0.00019780392,0.0007831208,0.00021052462,0.00085412466,0.00045857477],"domain_scores_gemma":[0.9964527,0.0019173523,0.0004632424,0.0001324816,0.00061753945,0.0004167136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009294189,0.00018886133,0.000483141,0.00011300996,0.0001015755,0.0000314065,0.00046009696,0.00027555402,0.007147728],"category_scores_gemma":[0.0017713115,0.00010059659,0.00027357743,0.00012427119,0.0001773804,0.0000984254,0.000072485775,0.00087276543,0.0001422153],"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":[0.00471869,0.002669328,0.05291313,0.000014090158,0.0005516231,0.0013810454,0.00015874859,0.0003812073,0.00092875917,0.0058812397,0.6369859,0.29341623],"study_design_scores_gemma":[0.0021782361,0.0024702884,0.10214892,0.00006142483,0.00004822221,0.00037535137,0.00015853508,0.00018538153,0.000385119,0.00034072084,0.89151645,0.00013136485],"about_ca_topic_score_codex":0.000024120409,"about_ca_topic_score_gemma":0.00008254547,"teacher_disagreement_score":0.2932849,"about_ca_system_score_codex":0.0014011501,"about_ca_system_score_gemma":0.0005197048,"threshold_uncertainty_score":0.9937599},"labels":[],"label_agreement":null},{"id":"W2056954837","doi":"10.1111/j.1365-3156.2009.02268.x","title":"Recasting the role of the surgeon in Uganda: a proposal to maximize the impact of surgery on public health","year":2009,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Incentive; Workforce; Health care; Context (archaeology); Population; Public health; Health policy; Isolation (microbiology); Developing country; Public relations; Nursing; Political science; Economic growth; Environmental health; Law","score_opus":0.06137236489352721,"score_gpt":0.3791171060801771,"score_spread":0.3177447411866499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056954837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6125124,0.00050803117,0.000030484982,0.3849248,0.00039079523,0.0006580625,0.000013880469,0.000013138304,0.0009484061],"genre_scores_gemma":[0.9818011,0.00018155162,0.000052957883,0.017470494,0.00040883516,0.000015390096,0.000013991981,0.000010635807,0.00004505677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639744,0.0005064304,0.0012214159,0.00024455058,0.0009909325,0.0006392473],"domain_scores_gemma":[0.99712265,0.0012693644,0.00050091016,0.0004112754,0.00024821112,0.00044760236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024622534,0.00018003532,0.0007320466,0.00024106345,0.00012225208,0.0000060794014,0.0003033814,0.00005950546,0.00009215732],"category_scores_gemma":[0.003136463,0.00007392939,0.00022786255,0.00071586575,0.00017350004,0.000036638125,0.000043156015,0.00053485204,0.000004298199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016605138,0.00066730805,0.7289455,0.00010998827,0.000048889975,0.000007569145,0.0014962646,0.000043794207,0.000045431218,0.009720444,0.01321012,0.24404417],"study_design_scores_gemma":[0.0007365162,0.0015145245,0.991471,0.00095295697,0.0000041843323,0.00005774417,0.00032772977,0.00045488865,0.0000144434725,0.0010020107,0.0034127212,0.00005128256],"about_ca_topic_score_codex":0.005309282,"about_ca_topic_score_gemma":0.00026334386,"teacher_disagreement_score":0.36928868,"about_ca_system_score_codex":0.0006249268,"about_ca_system_score_gemma":0.0025798853,"threshold_uncertainty_score":0.80260813},"labels":[],"label_agreement":null},{"id":"W2058355276","doi":"10.1016/j.jpedsurg.2008.08.062","title":"Partnerships for developing pediatric surgical care in low-income countries","year":2008,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Attendance; Developing country; Pediatric surgery; Family medicine; Pediatric Surgeon; Relevance (law); Low income; Session (web analytics); Medical education; Pediatrics; Economic growth; Surgery; Socioeconomics","score_opus":0.052270477014957566,"score_gpt":0.3132524507085157,"score_spread":0.26098197369355813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058355276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773964,0.019102154,0.000042166448,0.0010508023,0.0019523443,0.0002526775,0.000012411167,0.000024528865,0.00016647157],"genre_scores_gemma":[0.9705311,0.018509889,0.0005214212,0.0003740619,0.009947275,0.000011867292,0.00001088602,0.000029672332,0.00006381661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965568,0.00012604697,0.0015995165,0.0002147055,0.00071185775,0.000791047],"domain_scores_gemma":[0.99476904,0.0031647403,0.000663139,0.00016067865,0.00077106606,0.00047131916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019487536,0.00023558142,0.0010593191,0.0011907683,0.00013686944,0.000014422417,0.00010445217,0.00022976173,0.000031349296],"category_scores_gemma":[0.0013924419,0.00019743753,0.00052758405,0.0010135263,0.000044101238,0.0002062566,0.000023930228,0.00042887477,0.000018120243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012041501,0.000069455076,0.9741868,0.001348288,0.0000150681935,0.0032276202,0.00018129697,0.0000058769697,1.5282718e-7,0.00006369815,0.019447472,0.00025014923],"study_design_scores_gemma":[0.0059491834,0.000485318,0.91031146,0.00041523506,0.0003984805,0.004255539,0.0006538982,0.000017733464,0.000048607824,0.00011369158,0.076617464,0.00073336624],"about_ca_topic_score_codex":0.000007732886,"about_ca_topic_score_gemma":0.0000069592134,"teacher_disagreement_score":0.063875295,"about_ca_system_score_codex":0.00038772932,"about_ca_system_score_gemma":0.0040896996,"threshold_uncertainty_score":0.8051269},"labels":[],"label_agreement":null},{"id":"W2059110227","doi":"10.1080/17441692.2013.796400","title":"Beyond procedural ethics: Foregrounding questions of justice in global health research ethics training for students","year":2013,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":48,"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; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Canadian Institutes of Health Research; Health Canada; McGill University","keywords":"Foregrounding; Research ethics; Equity (law); Economic Justice; Global health; Sociology; Health equity; Public relations; Political science; Engineering ethics; Health care; Law","score_opus":0.3524926721890543,"score_gpt":0.5617430001949725,"score_spread":0.2092503280059182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059110227","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":[0.4087947,0.002959342,0.004016403,0.5693918,0.0016622208,0.0067643933,0.00050838763,0.00020125794,0.0057015195],"genre_scores_gemma":[0.94853985,0.0005303146,0.0059013674,0.044081587,0.00035112942,0.00032581782,0.00016755873,0.000023793573,0.0000785606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9906653,0.0015938662,0.0016473094,0.0006759314,0.0022835317,0.0031340234],"domain_scores_gemma":[0.9927355,0.0016649202,0.00043741733,0.0005008444,0.0020564706,0.0026048254],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02838795,0.0002887986,0.0010146669,0.0003070318,0.00087710837,0.00013069875,0.00042007872,0.0005819765,0.000026814625],"category_scores_gemma":[0.017590506,0.00027492858,0.00014884566,0.0023076453,0.00032870763,0.0004085282,0.00015087807,0.0022478676,0.000029608615],"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":true,"study_design_scores_codex":[0.00051396166,0.0021959564,0.22390355,0.021892512,0.00012327994,0.000019388766,0.01795655,0.000019973275,0.0000034176792,0.47616136,0.118350275,0.13885976],"study_design_scores_gemma":[0.0069071474,0.004169231,0.8282036,0.0035003398,0.00003818964,0.00029691414,0.044528183,0.0012697004,8.0246787e-7,0.06064404,0.049886897,0.0005549448],"about_ca_topic_score_codex":0.019160919,"about_ca_topic_score_gemma":0.006931366,"teacher_disagreement_score":0.6043001,"about_ca_system_score_codex":0.004926554,"about_ca_system_score_gemma":0.033152103,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2060020183","doi":"10.1016/j.socscimed.2013.03.008","title":"The world as the new local clinic: A critical analysis of three discourses of global medical competency","year":2013,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Globalization; Global health; Curriculum; Sociology; Governmentality; Politics; Public relations; Vision; Context (archaeology); Competence (human resources); Global education; Political science; Pedagogy; Health care; Law; Psychology","score_opus":0.028581541606496168,"score_gpt":0.4230457380488368,"score_spread":0.3944641964423406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060020183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49726516,0.0019327048,0.001225747,0.44332656,0.001311574,0.00058538665,0.00001094545,0.000034408728,0.0543075],"genre_scores_gemma":[0.99466777,0.000052111736,0.000022702836,0.00440843,0.00055225944,0.000008327905,0.0000027743756,0.0000040209934,0.00028162444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99542683,0.00010962764,0.00083613803,0.00028383988,0.0026467685,0.0006968113],"domain_scores_gemma":[0.9965228,0.0015317701,0.00020025532,0.00036783362,0.0005286455,0.00084872765],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003177244,0.00014344121,0.0007345421,0.00011117812,0.0004918668,0.000013401688,0.0006153371,0.00008959099,0.0021870139],"category_scores_gemma":[0.006146268,0.00006429274,0.00024310543,0.004487402,0.012674878,0.00009324503,0.00009902734,0.00030197404,0.000027240114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033296194,0.00035542107,0.41144133,0.00008437327,0.00036884262,0.000033001023,0.0020214587,9.855687e-7,0.00011999539,0.32730567,0.07208146,0.18585451],"study_design_scores_gemma":[0.0011217389,0.00059681316,0.95475054,0.0002942027,0.0013827692,0.00002293634,0.0057236725,0.0012449914,0.000023844701,0.028859474,0.005834388,0.000144652],"about_ca_topic_score_codex":0.0063859085,"about_ca_topic_score_gemma":0.0041648652,"teacher_disagreement_score":0.5433092,"about_ca_system_score_codex":0.0001180925,"about_ca_system_score_gemma":0.0030523702,"threshold_uncertainty_score":0.9987251},"labels":[],"label_agreement":null},{"id":"W2060164824","doi":"10.1016/j.jamcollsurg.2008.11.014","title":"Global Health in General Surgery Residency: A National Survey","year":2009,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Accreditation; Medicine; Graduate medical education; Medical education; Global health; Family medicine; Program director; Scope (computer science); Public health; Nursing","score_opus":0.03177491046264632,"score_gpt":0.348121036643537,"score_spread":0.3163461261808907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060164824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953086,0.0006460105,0.000012867477,0.04477336,0.0004727237,0.00015671515,0.00029510327,0.000005673927,0.0005515274],"genre_scores_gemma":[0.99168146,0.00049462647,0.00043087386,0.0071298364,0.00011299887,6.921951e-7,0.000003899997,0.0000067785722,0.00013881086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674714,0.0005829298,0.0012615889,0.00012943558,0.00081917,0.00045971572],"domain_scores_gemma":[0.9967049,0.0007127619,0.0014228824,0.00020594602,0.0005970844,0.00035645382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044019865,0.0001396676,0.0010989016,0.0003211027,0.0000705236,0.000004455242,0.00016799623,0.000038253937,0.000018322175],"category_scores_gemma":[0.0019112964,0.00009872936,0.0004108156,0.0020264096,0.00015889038,0.000078252444,0.000023870105,0.0002459865,0.0000014394186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011807424,0.00029091415,0.79613745,0.000017450318,0.000032552263,0.000098277524,0.000011267554,0.000059249505,0.00001503422,0.00045667536,0.19887671,0.0028236527],"study_design_scores_gemma":[0.00044463406,0.0002924544,0.9946285,0.00022825367,0.000010317857,0.0007060384,0.000048597652,0.000034422577,0.000008578467,0.0015043421,0.0020222317,0.000071652415],"about_ca_topic_score_codex":0.0031863784,"about_ca_topic_score_gemma":0.0019768898,"teacher_disagreement_score":0.198491,"about_ca_system_score_codex":0.000620128,"about_ca_system_score_gemma":0.008232989,"threshold_uncertainty_score":0.99738944},"labels":[],"label_agreement":null},{"id":"W2060189418","doi":"10.1177/030913250202600519","title":"Book Review: Culture/place/health","year":2002,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Geography; Sociology","score_opus":0.019669366323196557,"score_gpt":0.3339528059587278,"score_spread":0.31428343963553124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060189418","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":[0.003281919,0.9776718,0.000001075553,0.011273508,0.00016105242,0.0010416051,0.000006033274,0.00013905232,0.006423979],"genre_scores_gemma":[0.096746005,0.57314956,0.00073169335,0.32433146,0.00042569076,0.0006012946,0.00014911305,0.00006600398,0.0037991726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786097,0.000096177406,0.00056987314,0.0003512944,0.00036310247,0.0007586045],"domain_scores_gemma":[0.99894255,0.000017196342,0.00014972262,0.00039133648,0.000075047705,0.00042414703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005062025,0.00019817626,0.00054365885,0.00028087135,0.00015376268,0.000016020947,0.00011391011,0.00009201368,0.0014146756],"category_scores_gemma":[0.000024517756,0.00016498848,0.00021426089,0.00058705575,0.00016230575,0.00008701246,0.000030370324,0.00036515447,0.00008116676],"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":[0.000014086756,0.00028354197,0.23602322,0.0023613095,0.000013572036,0.000055450208,0.00010682197,3.860716e-8,1.5922274e-7,0.00008538179,0.74196976,0.019086657],"study_design_scores_gemma":[0.0007379951,0.0003197852,0.04217147,0.003031147,0.000019759738,0.00003957143,0.000010993394,0.0000149113175,0.0000027848173,0.00004261775,0.9534595,0.0001494569],"about_ca_topic_score_codex":0.000021843813,"about_ca_topic_score_gemma":0.000004890654,"teacher_disagreement_score":0.4045222,"about_ca_system_score_codex":0.000054616004,"about_ca_system_score_gemma":0.00002951849,"threshold_uncertainty_score":0.9994982},"labels":[],"label_agreement":null},{"id":"W2060989461","doi":"10.1016/j.nedt.2013.01.025","title":"Enacting global health in the nursing classroom","year":2013,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Global Health and Surgery","field":"Medicine","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":"University of Victoria","funders":"","keywords":"Globalization; Nursing; Global health; Nurse education; Ethical issues; Nursing research; Medicine; Engineering ethics; Medical education; Psychology; Political science; Public health; Engineering","score_opus":0.01657862632137999,"score_gpt":0.3787370904367182,"score_spread":0.36215846411533825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060989461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6146977,0.0013464098,0.000060338298,0.3044187,0.0025257012,0.0009064405,0.0000026042073,0.000048970178,0.07599313],"genre_scores_gemma":[0.975174,0.000030692645,0.000577681,0.023106512,0.00044968817,0.000060666895,0.00003220882,0.0000065033664,0.00056203885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988277,0.0001288196,0.0002872286,0.00016477267,0.00018567222,0.00040579744],"domain_scores_gemma":[0.99928504,0.00007906916,0.0000906018,0.00024149008,0.000081624545,0.00022214536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044618268,0.00008971307,0.00016268839,0.0000560346,0.000107031476,0.000028143188,0.00006999229,0.00005846478,0.0002014786],"category_scores_gemma":[0.00016489527,0.00006462678,0.000042039304,0.00036515406,0.00003281714,0.00010549405,0.0000021624783,0.0001888436,0.0002918422],"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":[0.000017275546,0.0006224038,0.046221,0.000040016443,0.000002411926,6.9473174e-7,0.0022445475,6.35579e-7,0.000014021972,0.0056888675,0.30967674,0.6354714],"study_design_scores_gemma":[0.00037574343,0.00009596923,0.92168623,0.00047167286,0.000008116578,0.00011349233,0.023112599,0.00008666582,0.000010051558,0.005962413,0.04798507,0.00009198663],"about_ca_topic_score_codex":0.0015551321,"about_ca_topic_score_gemma":0.000042628293,"teacher_disagreement_score":0.8754652,"about_ca_system_score_codex":0.0006626243,"about_ca_system_score_gemma":0.0017374348,"threshold_uncertainty_score":0.37511387},"labels":[],"label_agreement":null},{"id":"W2061003027","doi":"10.1097/aln.0b013e3181c98eea","title":"Careers in Anesthesiology: The Joy of Volunteering, Volume XI.","year":2010,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Global Health and Surgery","field":"Medicine","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":"Anesthesiology; Medicine; Volume (thermodynamics); Medical education; Family medicine; Anesthesia; Thermodynamics","score_opus":0.01196893592110764,"score_gpt":0.2658888212208024,"score_spread":0.2539198852996947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061003027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962875,0.00041367562,0.0000011071138,0.0017077682,0.0003002796,0.0002625054,0.0000015604095,0.000033662614,0.00099189],"genre_scores_gemma":[0.9958816,0.000058180125,0.00014043266,0.0034401543,0.00010988775,0.000025684363,0.000011264296,0.000015444479,0.00031732995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859035,0.00012308471,0.00040603435,0.00024592108,0.00011227246,0.0005223242],"domain_scores_gemma":[0.9989266,0.0002595846,0.000105782354,0.00048081158,0.00008497584,0.00014225376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006591862,0.00014685186,0.0005005772,0.00013102897,0.000046907317,0.0000021256635,0.00018977436,0.00032024184,0.00022090462],"category_scores_gemma":[0.00040035622,0.00009612945,0.00010306684,0.00020806586,0.00038257372,0.000025529152,0.000029065666,0.0005059187,0.00009247368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020774915,0.00006391799,0.99006987,0.00004914958,0.0000075300786,0.00021758309,0.00024616614,0.0000036564318,0.0019824202,0.0006906181,0.0025027855,0.0039585433],"study_design_scores_gemma":[0.0003818842,0.00040954846,0.9375406,0.000020120096,0.000014324569,0.00068520836,0.0001851721,0.00007517758,0.00022823813,0.00022893409,0.06014934,0.000081454134],"about_ca_topic_score_codex":0.0013102966,"about_ca_topic_score_gemma":0.00047226678,"teacher_disagreement_score":0.057646554,"about_ca_system_score_codex":0.000019879208,"about_ca_system_score_gemma":0.00020653267,"threshold_uncertainty_score":0.39200452},"labels":[],"label_agreement":null},{"id":"W2061103678","doi":"10.1186/s12914-014-0036-5","title":"From international health to global health: how to foster a better dialogue between empirical and normative disciplines","year":2014,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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; European Commission; Medical Research Council; Australian Government","keywords":"Normative; Empirical research; Public health; Health policy; Empirical evidence; Normative social influence; Public relations; Political science; Sociology; Psychology; Medicine; Epistemology; Law; Nursing","score_opus":0.053926171280199255,"score_gpt":0.4082742480016168,"score_spread":0.35434807672141755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061103678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6507545,0.00013834787,0.00390605,0.34202167,0.0010400726,0.00073884346,0.0007061303,0.000057328096,0.00063707173],"genre_scores_gemma":[0.897357,0.000012578525,0.004146767,0.09368682,0.003242666,0.00004855463,0.001182795,0.000016740043,0.00030606933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699014,0.00021605684,0.0008027164,0.00063369825,0.00063911907,0.00071825157],"domain_scores_gemma":[0.99656886,0.00023334345,0.00026685395,0.00022854982,0.00020144759,0.0025009615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813538,0.00029312103,0.00070645893,0.00025185174,0.0005383737,0.00011237097,0.00019623151,0.000099686964,0.000055151268],"category_scores_gemma":[0.00009703042,0.00023259253,0.00008493884,0.00012783168,0.000078433506,0.00017626114,0.00020089645,0.00023907461,0.00006332756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078977505,0.00024233985,0.6866763,0.00036726522,0.000111206085,0.000007923063,0.0053866575,0.0000019539968,0.0000013734109,0.0063560586,0.2686823,0.031376824],"study_design_scores_gemma":[0.0016887186,0.0011137974,0.7122972,0.00043697914,0.0000071382087,0.000025808218,0.00010889128,0.00015595045,0.000002179101,0.007913438,0.2760293,0.00022064798],"about_ca_topic_score_codex":0.002636583,"about_ca_topic_score_gemma":0.008706952,"teacher_disagreement_score":0.24833485,"about_ca_system_score_codex":0.000639027,"about_ca_system_score_gemma":0.00045862625,"threshold_uncertainty_score":0.94848484},"labels":[],"label_agreement":null},{"id":"W2061776051","doi":"10.1503/cmaj.121199","title":"The power of academic relationships","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario","funders":"","keywords":"Curiosity; Reading (process); Power (physics); Computer science; Aesthetics; Psychology; Social psychology; Art; Law; Political science","score_opus":0.015768836359860885,"score_gpt":0.2732601183281404,"score_spread":0.25749128196827953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061776051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70926654,0.001043246,0.000019108844,0.2699375,0.0011069595,0.00018028491,0.0000050719486,0.000009794305,0.018431505],"genre_scores_gemma":[0.98711765,0.0003073259,0.00002700193,0.010813355,0.00042841578,0.000003995765,0.000002153769,0.0000053164526,0.0012947907],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99803364,0.00015680667,0.00044208794,0.00005208096,0.00091010233,0.00040526484],"domain_scores_gemma":[0.9966658,0.0005611245,0.00018147253,0.00007286541,0.00049226463,0.0020264948],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002807686,0.000048960184,0.00013152992,0.00007783911,0.00032813658,0.000017018143,0.00008979393,0.0003271032,0.0025218262],"category_scores_gemma":[0.008876172,0.000032070933,0.00006934532,0.0001745447,0.000039205795,0.000067033885,0.000004730649,0.0015047244,0.00035749536],"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":[0.000004454833,0.000005212418,0.42539364,0.000003779159,0.000025892092,0.000021537568,0.000105802486,1.691806e-7,0.0000031410204,0.001040122,0.5597681,0.013628176],"study_design_scores_gemma":[0.00027443148,0.00002340774,0.5825133,0.000048694914,0.000008175552,0.00020373592,0.00045402336,0.0000489629,0.000002222256,0.00083152525,0.4155604,0.000031146476],"about_ca_topic_score_codex":0.001549159,"about_ca_topic_score_gemma":0.0024216871,"teacher_disagreement_score":0.2778511,"about_ca_system_score_codex":0.0004885178,"about_ca_system_score_gemma":0.0036189328,"threshold_uncertainty_score":0.9994725},"labels":[],"label_agreement":null},{"id":"W2061850276","doi":"10.1503/cmaj.060682","title":"\"It's time to act\"","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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":"Sierra leone; Join (topology); Operations research; Computer science; Geography; Political science; Telecommunications; Socioeconomics; Sociology; Engineering; Mathematics","score_opus":0.004948343634829606,"score_gpt":0.24621997063736228,"score_spread":0.24127162700253268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061850276","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":[0.15292323,0.00015985676,0.000041682404,0.63824946,0.0010098652,0.00018305084,0.000022511054,0.00003510978,0.20737526],"genre_scores_gemma":[0.5366344,0.000034781104,0.00033493194,0.41351458,0.007931467,0.0000068864665,0.00004564222,0.000028854593,0.041468434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977372,0.00006577958,0.00035848806,0.000097032156,0.0010941084,0.0006473339],"domain_scores_gemma":[0.9955739,0.000098215874,0.00007907532,0.00007051608,0.0002974088,0.0038809197],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014470337,0.00007710977,0.00020498449,0.00017987988,0.0001670355,0.000036183745,0.000074888776,0.00026314147,0.018084832],"category_scores_gemma":[0.0017027103,0.00006913362,0.00008462942,0.0002457096,0.000010590903,0.000046148187,0.0000055995483,0.00054199557,0.005409629],"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":[0.000009579133,0.000016520207,0.03454402,0.0000036848112,0.000012541286,0.00055425015,0.000018284569,8.6972454e-7,0.0000072449716,0.00004188844,0.95042884,0.014362252],"study_design_scores_gemma":[0.00041465895,0.00004079328,0.09852049,0.00005199356,0.000010010663,0.00051543204,0.000017965347,0.00004769082,0.0000038741987,0.00005122682,0.90026456,0.000061280945],"about_ca_topic_score_codex":0.0038980502,"about_ca_topic_score_gemma":0.01249253,"teacher_disagreement_score":0.3837112,"about_ca_system_score_codex":0.0013635708,"about_ca_system_score_gemma":0.004763842,"threshold_uncertainty_score":0.9953648},"labels":[],"label_agreement":null},{"id":"W2062142789","doi":"10.1080/00016340903208603","title":"NFOG activities in FIGO – good to know before the FIGO 2009 Congress","year":2009,"lang":"en","type":"editorial","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Global Health and Surgery","field":"Medicine","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":"The Society of Obstetricians and Gynaecologists of Canada; University of Ottawa","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Executive board; Gynecology; Family medicine; Obstetrics; Pregnancy; Management","score_opus":0.010670731612759056,"score_gpt":0.3036516331552843,"score_spread":0.29298090154252526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062142789","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":[0.049449187,0.0061782827,0.0000012474777,0.018354097,0.8791104,0.004609791,0.0013824546,0.00039854244,0.04051599],"genre_scores_gemma":[0.72421026,0.004241146,0.00016948822,0.010347143,0.23826145,0.0007088361,0.0019016787,0.00016912726,0.019990861],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99300164,0.0005443137,0.001279475,0.0012701147,0.0017453906,0.0021590434],"domain_scores_gemma":[0.9846117,0.012123865,0.00065248075,0.0012871067,0.00045023937,0.00087460317],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0015209643,0.0010242731,0.002237879,0.0009802413,0.00039038164,0.00018210146,0.0010014114,0.0027771557,0.0006138474],"category_scores_gemma":[0.020901762,0.0006885494,0.000489858,0.002402237,0.00019215235,0.00020915321,0.00032888458,0.0036562444,0.0001948816],"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":[0.0006294293,0.0005456569,0.0041926596,0.00021919314,0.000069518515,0.0006845683,0.00027104784,0.000003492729,0.000008257959,0.000086906286,0.98216194,0.011127339],"study_design_scores_gemma":[0.0016942554,0.0025193784,0.053457987,0.0007646348,0.00016459094,0.000023726241,0.0003632718,0.0000078281155,0.000013865289,0.00017078717,0.9402457,0.0005739969],"about_ca_topic_score_codex":0.00038479344,"about_ca_topic_score_gemma":0.0017051216,"teacher_disagreement_score":0.6747611,"about_ca_system_score_codex":0.0016111798,"about_ca_system_score_gemma":0.0018531455,"threshold_uncertainty_score":0.99955654},"labels":[],"label_agreement":null},{"id":"W2062966642","doi":"10.1007/s00268-015-3031-7","title":"Strengthening Health Systems of Developing Countries: Inclusion of Surgery in Universal Health Coverage","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Medicine; Inclusion (mineral); Declaration; Health care; Payment; Developing country; Economic growth; Business; Political science; Finance","score_opus":0.1033458846784898,"score_gpt":0.3732512618226763,"score_spread":0.2699053771441865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062966642","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":[0.00134212,0.9943517,0.0000963766,0.00073428353,0.0026589627,0.00057769316,0.00010673502,0.000014421749,0.0001176966],"genre_scores_gemma":[0.0064905365,0.9922849,0.00012751583,0.00045873754,0.00038609703,0.000003433445,0.00009758283,0.00006744767,0.00008375144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884602,0.0013855112,0.0073084417,0.00031584786,0.0015744843,0.000955522],"domain_scores_gemma":[0.98287046,0.0051006232,0.009858961,0.00039002235,0.00089820236,0.0008817383],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01844208,0.0005351739,0.01029974,0.0043392526,0.0001417933,0.000014254227,0.00021686204,0.00026998293,0.00002241143],"category_scores_gemma":[0.0008551537,0.00044047477,0.0011666234,0.00223619,0.000114237155,0.00020904734,0.00021153373,0.00106282,0.0000028873737],"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":[0.00064151705,0.00028704817,0.018021204,0.22651948,0.00033965477,0.0007806054,0.0006365442,0.00003115496,7.905389e-8,0.0002759082,0.045294557,0.7071722],"study_design_scores_gemma":[0.00035532462,0.0000768857,0.0002684073,0.21506552,0.00010038509,0.0005502594,0.00015364868,0.000003519788,2.408867e-7,0.000010660136,0.7832004,0.00021475699],"about_ca_topic_score_codex":0.0010223879,"about_ca_topic_score_gemma":0.00008191087,"teacher_disagreement_score":0.7379058,"about_ca_system_score_codex":0.003024919,"about_ca_system_score_gemma":0.044823054,"threshold_uncertainty_score":0.9998047},"labels":[],"label_agreement":null},{"id":"W2063069784","doi":"10.1386/jams.4.2.157_1","title":"New perspectives on strengthening science journalism in developing countries: Approach and first results of the ‘SjCOOP’ mentoring project","year":2012,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Global Health and Surgery","field":"Medicine","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":"Université Laval; Université de Moncton","funders":"","keywords":"Professionalization; Journalism; Public relations; Political science; Quality (philosophy); Engineering ethics; Sociology; Pedagogy; Media studies; Engineering; Social science","score_opus":0.05831316104403754,"score_gpt":0.341986993327002,"score_spread":0.28367383228296444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063069784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739559,0.017775236,0.000019141407,0.0056949323,0.00070718024,0.00018452789,0.0000028986703,0.00000402908,0.0016561154],"genre_scores_gemma":[0.9871667,0.009031689,0.0032071916,0.00010452762,0.00045766932,0.0000015865887,6.4418344e-8,0.000005731364,0.000024823717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801767,0.00005945996,0.00061885884,0.00011635577,0.0007770056,0.0004106769],"domain_scores_gemma":[0.99812967,0.00061849214,0.0005470783,0.00010792818,0.00039086162,0.0002059779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029630107,0.00011934087,0.00046246746,0.00036707037,0.00019607975,0.000013988838,0.00012611631,0.00002827089,6.9602254e-7],"category_scores_gemma":[0.0043932833,0.000066152395,0.000057118716,0.00070382707,0.00031460452,0.00019887653,0.000076273456,0.00029580985,1.3817048e-7],"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":[0.0019877597,0.00025482962,0.23092826,0.0005135344,0.00029704234,0.00003323056,0.7517838,0.0000216971,0.00011431377,0.003453257,0.006456934,0.004155387],"study_design_scores_gemma":[0.004420143,0.0005691773,0.39974278,0.004376016,0.00015346223,0.00043663327,0.5661583,0.000022212618,0.00085182925,0.00009985343,0.022928594,0.00024098674],"about_ca_topic_score_codex":0.000051559913,"about_ca_topic_score_gemma":0.000014113366,"teacher_disagreement_score":0.18562546,"about_ca_system_score_codex":0.00043796477,"about_ca_system_score_gemma":0.00091534975,"threshold_uncertainty_score":0.52594876},"labels":[],"label_agreement":null},{"id":"W2064185716","doi":"10.1016/s0140-6736(15)60827-3","title":"Deaths from acute abdominal conditions and geographic access to surgical care in India: a nationally representative population-based spatial analysis","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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 Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Case fatality rate; Population; Mortality rate; Acute abdomen; Socioeconomic status; Acute care; Demography; Emergency medicine; Environmental health; Surgery; Health care","score_opus":0.034611746702953555,"score_gpt":0.379352809633435,"score_spread":0.34474106293048146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064185716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926733,0.00017988172,0.00008197686,0.005281463,0.000059426264,0.00029615292,0.0005532872,0.000018745754,0.00085581373],"genre_scores_gemma":[0.9959591,0.000013248593,0.0002452855,0.0021380612,0.0002358407,0.000050319275,0.0013454675,0.000004399853,0.000008298898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990191,0.00012457381,0.00019618608,0.00018852518,0.00027286308,0.0001987628],"domain_scores_gemma":[0.9990979,0.00029942402,0.00005510659,0.00020558585,0.00013416441,0.00020781372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571452,0.00007963196,0.00037755287,0.00024273856,0.00006148381,0.000029953782,0.00009095867,0.00005045531,0.00005428094],"category_scores_gemma":[0.00014457025,0.00005723479,0.000059950118,0.00066252425,0.00003467866,0.0000551626,0.00003216168,0.00012913179,0.0000055987875],"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":[0.0010131998,0.000025285317,0.9967068,0.000007863032,0.0001247332,0.000116761934,0.00037865064,0.00019125512,0.0000015082236,0.00017937856,0.000988072,0.00026649362],"study_design_scores_gemma":[0.002021802,0.000048974664,0.9957571,0.00002494677,0.00024729816,0.0000052065157,0.00022165598,0.00077289663,0.0000068617164,0.0004913371,0.00034267904,0.000059236576],"about_ca_topic_score_codex":0.008520532,"about_ca_topic_score_gemma":0.004055826,"teacher_disagreement_score":0.004464707,"about_ca_system_score_codex":0.00006431288,"about_ca_system_score_gemma":0.00015112857,"threshold_uncertainty_score":0.9980818},"labels":[],"label_agreement":null},{"id":"W2064247193","doi":"10.1016/s0140-6736(14)61763-3","title":"Misunderstanding “Comrades in Health”","year":2014,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Writ; Marxist philosophy; Technocracy; Politics; Status quo; Political science; Sociology; Law","score_opus":0.1115723919804129,"score_gpt":0.35499231527260705,"score_spread":0.24341992329219414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064247193","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":[0.00053333875,0.0018176269,0.000031425912,0.98523533,0.00046043334,0.00031003484,0.000013360727,0.00005805099,0.011540369],"genre_scores_gemma":[0.011776681,0.0005364843,0.0000807913,0.9756539,0.010358963,0.000012193467,0.00010805081,0.000025310414,0.0014476307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981811,0.00020478774,0.00034152254,0.00019926393,0.00026815405,0.0008051533],"domain_scores_gemma":[0.998916,0.0003027427,0.0001324827,0.0005472269,0.000013992886,0.00008758251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010293063,0.00016234856,0.0009263363,0.00009120391,0.000070920345,0.000015827247,0.00016935107,0.000278891,0.00007635582],"category_scores_gemma":[0.000096442534,0.00010221398,0.00008113638,0.00013607985,0.000055153825,0.000011970077,0.00002110533,0.0016996511,0.00010127167],"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":[0.0000632364,0.0000056146323,0.0028443148,0.0014647054,0.00000875188,0.00015583183,0.00008752117,3.958692e-7,3.5178104e-7,0.00015456302,0.99465114,0.0005635966],"study_design_scores_gemma":[0.0006738678,0.000053805685,0.0016675385,0.00088209653,0.0000074568375,0.00009500732,0.000025461299,0.000024137265,5.699669e-7,0.0010147183,0.99546725,0.00008811794],"about_ca_topic_score_codex":0.0004933627,"about_ca_topic_score_gemma":0.00004147582,"teacher_disagreement_score":0.011243342,"about_ca_system_score_codex":0.0002491974,"about_ca_system_score_gemma":0.00019621568,"threshold_uncertainty_score":0.7384233},"labels":[],"label_agreement":null},{"id":"W2064907674","doi":"10.3821/1913-701x(2007)140[395:mmth]2.0.co;2","title":"Medical mission to Honduras","year":2007,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"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":0.03394596004756708,"score_gpt":0.3333893295157428,"score_spread":0.29944336946817574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064907674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845199,0.0009975239,0.0002669642,0.0024793374,0.0046186834,0.00042019683,0.00010306037,0.000041090865,0.0065532275],"genre_scores_gemma":[0.950989,0.0012538044,0.0002359231,0.044296358,0.0019623647,0.0000028039346,0.000023427485,0.000048056594,0.0011882497],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99552345,0.00008487756,0.0008247628,0.00038265562,0.0011485644,0.002035696],"domain_scores_gemma":[0.9789721,0.0001545833,0.0001344978,0.00024112033,0.0006101091,0.019887593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020965456,0.0003328185,0.00048144677,0.00061089155,0.00070213043,0.00006330803,0.0003854338,0.00013471564,0.0029667849],"category_scores_gemma":[0.0010508989,0.0003169446,0.00017040661,0.00094254385,0.000108760665,0.00014389746,0.00003573882,0.0010287529,0.00007739145],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005314968,0.00006170853,0.010292898,0.00022442536,0.00008143158,0.45112622,0.00036939103,0.000031713455,0.0016174618,0.0000391386,0.29918012,0.236444],"study_design_scores_gemma":[0.0014139372,0.000060472128,0.00039438522,0.00006549381,0.000053192158,0.58439195,0.000009990615,0.0002609101,0.0015475724,0.000012534969,0.41149473,0.00029480807],"about_ca_topic_score_codex":0.039448787,"about_ca_topic_score_gemma":0.15610914,"teacher_disagreement_score":0.23614919,"about_ca_system_score_codex":0.0038290946,"about_ca_system_score_gemma":0.014669178,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W2064962809","doi":"10.1016/j.aogh.2015.02.1033","title":"CUGH Trainee Advisory Committee: Bringing the trainee perspective to global health leadership and education","year":2015,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Public health; Political science; Publication; Publishing; Health policy; Medicine; Health care; Public relations; Nursing; Law; Geography","score_opus":0.1358042006556139,"score_gpt":0.4441352051838831,"score_spread":0.3083310045282692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064962809","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":[0.23211639,0.04354069,0.00029370916,0.70495564,0.0007870414,0.0016600986,0.0002388052,0.00011967298,0.01628796],"genre_scores_gemma":[0.86600214,0.00055368745,0.00047471077,0.13245074,0.00033813363,0.000018048235,0.00002180211,0.000013567535,0.00012715283],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99682844,0.00030653054,0.00070040504,0.00043123786,0.00058401114,0.0011493711],"domain_scores_gemma":[0.9965084,0.000095056224,0.0002818693,0.00041165456,0.0005915634,0.0021114298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022848893,0.0002682539,0.00071285386,0.00006947662,0.00021669823,0.00002238641,0.00016616794,0.00010128519,0.000008347837],"category_scores_gemma":[0.0006132651,0.00021875443,0.00013152388,0.0008199197,0.00016264165,0.00010938561,0.000051253264,0.00025007193,0.00001998586],"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":[0.0009553103,0.00060617976,0.023186458,0.0008441393,0.00006556039,0.000007697027,0.005093859,0.000015641757,8.6440593e-7,0.05162259,0.6404523,0.2771494],"study_design_scores_gemma":[0.0024942486,0.0049737,0.7953109,0.0015456962,0.000039771574,0.0006566053,0.08374789,0.0001752115,0.000007945014,0.019988611,0.09056454,0.0004948447],"about_ca_topic_score_codex":0.010574703,"about_ca_topic_score_gemma":0.0011285885,"teacher_disagreement_score":0.77212447,"about_ca_system_score_codex":0.0012278206,"about_ca_system_score_gemma":0.007938701,"threshold_uncertainty_score":0.9976854},"labels":[],"label_agreement":null},{"id":"W2065056353","doi":"10.1007/s00268-012-1731-9","title":"Designing a Contextually Appropriate Surgical Training Program in Low‐resource Settings: The Botswana Experience","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subspecialty; Logbook; Curriculum; Population; Vascular surgery; Medical education; Surgery; General surgery; Family medicine; Cardiac surgery","score_opus":0.057409582695082395,"score_gpt":0.3251715950036794,"score_spread":0.26776201230859703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065056353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98742527,0.0059354436,0.000080273036,0.002882328,0.0006426572,0.00033239706,9.14438e-7,0.00003938307,0.0026613495],"genre_scores_gemma":[0.9961428,0.000104055645,0.00080891716,0.0018610695,0.00083781773,0.00002250165,0.0000020020489,0.000024602403,0.00019622491],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966043,0.00033424262,0.0012247048,0.00015293989,0.000637261,0.0010465498],"domain_scores_gemma":[0.9966031,0.0018591658,0.00056677527,0.00019095188,0.00013919311,0.00064084586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057906182,0.00020415096,0.00078022,0.00042695692,0.00013519588,0.000041021238,0.00013723788,0.000079282574,0.0000847791],"category_scores_gemma":[0.0008273259,0.0001314539,0.00034910787,0.0008120386,0.00016129343,0.00026950528,0.000032811644,0.0007782296,0.000008665802],"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":[0.0019438171,0.0008203817,0.55519456,0.00020991087,0.00009019762,0.0022869573,0.011644856,0.000026668073,0.00020363547,0.00015065091,0.011197178,0.4162312],"study_design_scores_gemma":[0.004085208,0.00032823786,0.2071926,0.007660702,0.00015652234,0.0075397943,0.03378867,0.00030515404,0.0008296386,0.00009583763,0.7371686,0.0008489962],"about_ca_topic_score_codex":0.0000132808045,"about_ca_topic_score_gemma":0.000006238255,"teacher_disagreement_score":0.72597146,"about_ca_system_score_codex":0.00011829483,"about_ca_system_score_gemma":0.00043408162,"threshold_uncertainty_score":0.5360535},"labels":[],"label_agreement":null},{"id":"W2068090558","doi":"10.1016/j.jpedsurg.2012.09.024","title":"Report of the 45th Annual Meeting, Pacific Association of Pediatric Surgeons, Shanghai, China, June 3rd–7th, 2012","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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; China; Quarter (Canadian coin); Asia pacific; Family medicine; Library science; Geography; Archaeology; History; Ethnology","score_opus":0.013984267514494641,"score_gpt":0.26830075236885303,"score_spread":0.25431648485435837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068090558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97357523,0.014073643,0.0000134560205,0.0014447543,0.009395059,0.00022064589,0.00006175502,0.000018544784,0.0011968885],"genre_scores_gemma":[0.98210377,0.0059315455,0.00009526211,0.000103994505,0.009769178,0.0000031410777,0.0000135616065,0.00003519952,0.0019443332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938434,0.00045513027,0.0027996665,0.00019001044,0.0017977372,0.00091409386],"domain_scores_gemma":[0.98972064,0.0020377487,0.0060415613,0.00044063505,0.0011491884,0.0006102391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01184655,0.00027583048,0.0013179276,0.00086861156,0.00011132703,0.000009348194,0.00017252091,0.00033441943,0.00016304645],"category_scores_gemma":[0.0070201294,0.00019423399,0.0010904266,0.0016702255,0.000043885022,0.0004629187,0.00006985403,0.0006529339,0.000011268894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012993842,0.00035548108,0.6266817,0.00025174316,0.00006375535,0.00007127246,0.00014338992,0.000002786383,0.000012885836,0.0000042322363,0.37199512,0.00028770755],"study_design_scores_gemma":[0.0005380607,0.00007034372,0.98040694,0.00007096713,0.00095524255,0.0005840812,0.00026182662,0.0000023345253,0.000109107525,0.000028857668,0.01678797,0.00018426676],"about_ca_topic_score_codex":0.00011569799,"about_ca_topic_score_gemma":0.000007171552,"teacher_disagreement_score":0.35520715,"about_ca_system_score_codex":0.00027650822,"about_ca_system_score_gemma":0.0015366058,"threshold_uncertainty_score":0.8404257},"labels":[],"label_agreement":null},{"id":"W2068618178","doi":"10.1503/cmaj.109-4159","title":"Health care in the caves","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Indigenous; Cave; Health care; Primary health care; Medicine; Computer science; Data science; Geography; Environmental health; Ecology; Archaeology; Political science; Biology","score_opus":0.009756517073191051,"score_gpt":0.29471606898731567,"score_spread":0.28495955191412464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068618178","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":[0.43947226,0.010339653,0.000007491382,0.52896833,0.002042426,0.00024228715,0.000017829501,0.000011462353,0.018898271],"genre_scores_gemma":[0.8606347,0.00019396843,0.000025152493,0.13729571,0.0017560368,0.0000026132318,0.000009420106,0.0000042671472,0.000078145895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768,0.00025785252,0.0003026715,0.000049911734,0.000932097,0.0007774731],"domain_scores_gemma":[0.99695754,0.00013369755,0.00009197403,0.0000637233,0.00011179963,0.0026412718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034641596,0.000056812336,0.00017265306,0.00011471529,0.00018328823,0.000017673401,0.00007534724,0.0001611544,0.0005983313],"category_scores_gemma":[0.0013684045,0.00003813669,0.000056615077,0.00020587989,0.000013096762,0.000058863072,0.0000029247515,0.0008148211,0.000096735974],"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":[0.000005888408,0.000019379624,0.6349814,0.00001665402,0.000007937491,0.000117035015,0.002891177,7.3117214e-8,5.0406396e-8,0.0002620531,0.31224263,0.049455736],"study_design_scores_gemma":[0.0002966166,0.000029578632,0.42226496,0.000039745406,0.00000292426,0.0004956869,0.0026144474,0.0000024630858,1.240246e-7,0.00000939272,0.574218,0.000026091406],"about_ca_topic_score_codex":0.008063814,"about_ca_topic_score_gemma":0.067673266,"teacher_disagreement_score":0.42116243,"about_ca_system_score_codex":0.0018172921,"about_ca_system_score_gemma":0.005993776,"threshold_uncertainty_score":0.9996413},"labels":[],"label_agreement":null},{"id":"W2068787596","doi":"10.7196/samj.8757","title":"Doctors Without Borders: Humanitarian Quests, Impossible Dreams of Médecins Sans Frontières. By Renee C Fox. Baltimore, Md: Johns Hopkins University Press, 2014. ISBN 9781421413549","year":2014,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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; Gerontology","score_opus":0.008980031296753344,"score_gpt":0.2556732273738073,"score_spread":0.24669319607705398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068787596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7753456,0.0062134014,0.01879555,0.014068306,0.0043476694,0.0016394567,0.00085136766,0.0004585732,0.17828004],"genre_scores_gemma":[0.9911729,0.0050677457,0.00083984423,0.0014214431,0.0008745201,0.000002373134,0.00006980198,0.00005494283,0.00049644354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486536,0.0004878064,0.0010219194,0.00051114714,0.0018847962,0.0012289528],"domain_scores_gemma":[0.99549556,0.00024695066,0.00062750466,0.0005844344,0.000383979,0.0026615884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020057221,0.0004145811,0.0011251689,0.00051851507,0.000387614,0.00005062771,0.0005836008,0.0004455648,0.000921197],"category_scores_gemma":[0.0013836466,0.0003443647,0.00038992162,0.0005300277,0.0006178332,0.00020587206,0.00013032381,0.0014345855,0.000036496374],"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":[0.0022675623,0.0013816453,0.2745234,0.00042229795,0.00056447496,0.00075911486,0.0040178997,0.000010495366,0.00009525261,0.0023356392,0.68846047,0.025161756],"study_design_scores_gemma":[0.0059689744,0.0011232831,0.023008721,0.00069447473,0.00036957586,0.00039020937,0.002331554,0.0003210499,0.000086405795,0.00012791954,0.9651023,0.00047553607],"about_ca_topic_score_codex":0.0047387523,"about_ca_topic_score_gemma":0.0004930495,"teacher_disagreement_score":0.27664185,"about_ca_system_score_codex":0.00031415143,"about_ca_system_score_gemma":0.0018676424,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W2069480190","doi":"10.1186/1472-698x-12-5","title":"Corruption in the health care sector: A barrier to access of orthopaedic care and medical devices in Uganda","year":2012,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Public health; Language change; Health care; Medicine; Public sector; Medical care; Environmental health; Nursing; Business; Medical emergency; Economic growth; Political science; Economics; Law","score_opus":0.036208916102073295,"score_gpt":0.3931237525417039,"score_spread":0.3569148364396306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069480190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99137986,0.004705515,0.000013630904,0.0019751831,0.00030547992,0.00054647896,0.00002686735,0.000008696535,0.0010383098],"genre_scores_gemma":[0.9915542,0.00007920633,0.00006895065,0.007812358,0.00030662972,0.000030577972,0.0001239805,0.0000058098344,0.000018262092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998269,0.00014915134,0.0004995737,0.0001796974,0.0005264517,0.00037612347],"domain_scores_gemma":[0.99886173,0.00011654688,0.00011436684,0.00010197348,0.00009875075,0.0007066182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073868444,0.00010689348,0.00028381264,0.00026697977,0.00015292171,0.000014625841,0.00010896738,0.00007479381,0.00008466977],"category_scores_gemma":[0.000055275017,0.00007077494,0.000031844735,0.000119194185,0.000050473976,0.00011704738,0.0000398492,0.00020928637,0.0000021743008],"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":[0.00027585137,0.00007212652,0.9763621,0.00123311,0.0000034278567,0.0000045669194,0.013531357,3.0825151e-7,2.5843536e-7,0.0047319597,0.00057913875,0.0032058104],"study_design_scores_gemma":[0.0013129114,0.00040577375,0.9743306,0.0008183953,0.0000025956494,0.000031013784,0.0021954083,0.000016677954,0.0000020512762,0.00010482772,0.020710407,0.000069327114],"about_ca_topic_score_codex":0.007303563,"about_ca_topic_score_gemma":0.07252084,"teacher_disagreement_score":0.06521727,"about_ca_system_score_codex":0.00021294848,"about_ca_system_score_gemma":0.00060362404,"threshold_uncertainty_score":0.9993069},"labels":[],"label_agreement":null},{"id":"W2070092163","doi":"10.1111/j.1365-2923.2009.03458.x","title":"From boutique to basic: a call for standardised medical education in global health","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medical education; MEDLINE; Global health; Psychology; Medicine; Family medicine; Public health; Political science; Nursing","score_opus":0.008943623819082928,"score_gpt":0.41819405550386585,"score_spread":0.4092504316847829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070092163","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":[0.4624831,0.0018057246,0.0047202203,0.52473885,0.0026258419,0.0015114018,0.000052248895,0.000073385025,0.0019892515],"genre_scores_gemma":[0.70843,0.00014433861,0.002662661,0.28574163,0.0017968076,0.00018329575,0.00068927463,0.0000122076535,0.0003398104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719703,0.000120427976,0.00066922023,0.00039465755,0.001063434,0.0005551998],"domain_scores_gemma":[0.9972209,0.00011103097,0.00008936949,0.0002671316,0.0002004328,0.0021111714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014104306,0.00015522967,0.00043504505,0.00011551339,0.0000663542,0.000014601507,0.00013232448,0.0002822519,0.0005081723],"category_scores_gemma":[0.0077613895,0.00013938789,0.00008413733,0.0003988843,0.000037252055,0.000055596443,0.000013943462,0.00026711618,0.000035730543],"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":[0.00037310197,0.0012466561,0.0074660615,0.0000700894,0.0000041695707,0.0000031720363,0.00035089738,2.0056595e-7,0.0000016103079,0.0012452065,0.385549,0.60368985],"study_design_scores_gemma":[0.0028792312,0.0008262176,0.4515043,0.0019772998,0.000023402059,0.000052448508,0.0006236313,0.00054586184,0.000010211736,0.007580195,0.53372914,0.00024807474],"about_ca_topic_score_codex":0.0032946782,"about_ca_topic_score_gemma":0.0012235604,"teacher_disagreement_score":0.6034418,"about_ca_system_score_codex":0.0012731268,"about_ca_system_score_gemma":0.06382964,"threshold_uncertainty_score":0.9414776},"labels":[],"label_agreement":null},{"id":"W2070186407","doi":"10.4269/ajtmh.14-0012","title":"Short-Term Global Health Education Programs Abroad: Disease Patterns Observed in Haitian Migrant Worker Communities Around La Romana, Dominican Republic","year":2014,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; University of British Columbia","funders":"University of Toronto; Fogarty International Center; Children's Hospital of Philadelphia","keywords":"Medicine; Population; Family medicine; Malnutrition; Disease; Health care; Medical diagnosis; Developing country; Pediatrics; Environmental health; Economic growth; Pathology","score_opus":0.032001256133911415,"score_gpt":0.3502222118088799,"score_spread":0.3182209556749685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070186407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96592706,0.0020643421,0.0001646469,0.031102028,0.0002856433,0.00024069221,0.000004118815,0.000016562104,0.00019490668],"genre_scores_gemma":[0.9914145,0.0011187791,0.00038525942,0.0064321924,0.0005717897,0.000009112933,0.000037436825,0.0000142712,0.000016674758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732006,0.0005217307,0.0010210163,0.00018705451,0.00044498782,0.0005051315],"domain_scores_gemma":[0.9974205,0.00024117666,0.0004123624,0.0003301875,0.00014502186,0.0014507516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007161372,0.00021290072,0.0010179507,0.00020454302,0.00008594473,0.000029045572,0.0001594603,0.000047605685,0.00001753075],"category_scores_gemma":[0.00024382464,0.0001495556,0.00012842356,0.00039054608,0.00062611606,0.000111137284,0.00003686895,0.00045357895,5.8420324e-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":[0.0004810628,0.00033151556,0.5678239,0.00009174081,0.000023378128,0.000044473032,0.00030779015,3.8253654e-7,5.376327e-7,0.00015599174,0.00047078246,0.43026847],"study_design_scores_gemma":[0.0017398992,0.0032402968,0.97497505,0.002205706,0.00008461345,0.00036841966,0.0053751953,0.00007553838,1.1267654e-7,0.00019302612,0.0116283065,0.000113817216],"about_ca_topic_score_codex":0.0031920744,"about_ca_topic_score_gemma":0.0009094722,"teacher_disagreement_score":0.43015465,"about_ca_system_score_codex":0.00019641565,"about_ca_system_score_gemma":0.00062171445,"threshold_uncertainty_score":0.6098701},"labels":[],"label_agreement":null},{"id":"W2070845075","doi":"10.1007/s00268-012-1482-7","title":"Challenges of Surgery in Developing Countries: A Survey of Surgical and Anesthesia Capacity in Uganda’s Public Hospitals","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":191,"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; University of British Columbia","funders":"Northwestern University","keywords":"Medicine; Government (linguistics); Public health; Specialty; Health care; Descriptive statistics; Developing country; Medical emergency; Nursing; Family medicine; Economic growth","score_opus":0.14458095088684234,"score_gpt":0.314886980732286,"score_spread":0.17030602984544366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070845075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95787257,0.034931697,0.0000020374066,0.006604988,0.00030755362,0.00010946934,0.000005398746,0.0000053055364,0.00016097336],"genre_scores_gemma":[0.97231764,0.027265523,0.00007474602,0.00020699837,0.00010035254,0.00000247338,0.0000041646013,0.000017622971,0.000010466308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959467,0.0005661934,0.002021941,0.00015877407,0.0005885925,0.00071780407],"domain_scores_gemma":[0.99211884,0.0057877204,0.00093475496,0.00017926807,0.0005386292,0.00044082102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014920003,0.00020827731,0.0018470982,0.0017288493,0.000025846792,0.000009332111,0.00007088238,0.00014328679,0.00003298816],"category_scores_gemma":[0.0014577219,0.00017577573,0.00020398802,0.0010009388,0.00018949306,0.0004054138,0.000024310219,0.0003565744,0.0000011943555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006126158,0.00024906546,0.99277616,0.0007861477,0.000037582613,0.00041561655,0.0003232356,3.5455497e-7,0.000004782555,0.0005206476,0.0009333847,0.003340409],"study_design_scores_gemma":[0.00053981546,0.000026760108,0.98949707,0.001757684,0.000012924789,0.0010506465,0.00014246818,0.0000014518995,0.000088006185,0.00003484409,0.006703393,0.00014493059],"about_ca_topic_score_codex":0.00052190415,"about_ca_topic_score_gemma":0.0006879117,"teacher_disagreement_score":0.014445078,"about_ca_system_score_codex":0.00015561187,"about_ca_system_score_gemma":0.0012727288,"threshold_uncertainty_score":0.71679264},"labels":[],"label_agreement":null},{"id":"W2071216191","doi":"10.1136/bmj.f7529","title":"Doubling of spending on dementia research by 2025 is inadequate, say experts","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"Dementia; Human immunodeficiency virus (HIV); Gerontology; Political science; Medicine; Economic growth; Disease; Family medicine; Economics","score_opus":0.12684327464268383,"score_gpt":0.442610413174578,"score_spread":0.3157671385318942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071216191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323747,0.0010241064,0.000014513701,0.011184003,0.00022647438,0.00064871454,0.0000037199309,0.000018447887,0.05450533],"genre_scores_gemma":[0.9941949,0.00007871824,0.00017499895,0.0015925909,0.00015269853,0.000040453437,0.000008522815,0.000009337003,0.0037477643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985623,0.00006525068,0.00029658523,0.00016575499,0.00046812682,0.00044201696],"domain_scores_gemma":[0.9992742,0.0001367667,0.000049112656,0.00020036998,0.00011758513,0.00022198459],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009649308,0.00006844282,0.00018421159,0.0001517569,0.000070322465,0.000012651259,0.00006205534,0.00006992444,0.001494449],"category_scores_gemma":[0.0002454461,0.0000559457,0.000043443943,0.00022824972,0.00003451746,0.000056463512,0.000036904203,0.00014975875,0.00043938973],"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":[0.00013488726,0.000081110855,0.024434095,0.00012685214,0.00002041579,0.000012665381,0.0001261668,2.1822643e-7,0.003245036,0.00026114238,0.9576194,0.013937955],"study_design_scores_gemma":[0.0054956092,0.0022545315,0.1448077,0.0032955534,0.000065997054,0.00004945302,0.0038706101,0.00093027053,0.10873342,0.0017174295,0.72818,0.0005994155],"about_ca_topic_score_codex":0.0011470264,"about_ca_topic_score_gemma":0.0000051269467,"teacher_disagreement_score":0.22943944,"about_ca_system_score_codex":0.000057176392,"about_ca_system_score_gemma":0.000082061924,"threshold_uncertainty_score":0.9994183},"labels":[],"label_agreement":null},{"id":"W2071602539","doi":"10.1016/j.jot.2014.07.004","title":"International Combined Orthopaedic Research Societies: A model for international collaboration to promote orthopaedic and musculoskeletal research","year":2014,"lang":"en","type":"article","venue":"Journal of Orthopaedic Translation","topic":"Global Health and Surgery","field":"Medicine","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":"Alberta Bone and Joint Health Institute; University of Calgary; McGill University; Jewish General Hospital","funders":"","keywords":"Engineering ethics; Medicine; Political science; Public relations; Engineering","score_opus":0.07371080715038024,"score_gpt":0.42008631137006647,"score_spread":0.3463755042196862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071602539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700182,0.0005175541,0.06790108,0.05428459,0.0024990449,0.0020778803,0.00006713444,0.00005230829,0.0025822113],"genre_scores_gemma":[0.9790055,0.00061522267,0.017107258,0.0005742112,0.0019151508,0.00008397882,0.000110240035,0.0000461601,0.00054227654],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9945239,0.0003878129,0.0012518495,0.00041071072,0.002744336,0.0006814339],"domain_scores_gemma":[0.99154246,0.00075897726,0.00031086383,0.00022729207,0.006434603,0.00072582136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013044407,0.00022283682,0.00048730013,0.0014013357,0.00036332523,0.000121053105,0.00025338598,0.00026183279,0.00005765702],"category_scores_gemma":[0.0035008527,0.00019340364,0.0003651861,0.0009755784,0.00021967388,0.000527587,0.00005083987,0.0009555829,0.000009693471],"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":[0.024298577,0.0017657193,0.090686515,0.0020092889,0.0007561042,0.00009571115,0.010244603,0.0019392528,0.010706788,0.005644312,0.090131655,0.7617215],"study_design_scores_gemma":[0.02508148,0.008767786,0.037604645,0.0018329012,0.0002857073,0.00035220667,0.0021244274,0.46809608,0.00023212632,0.0099868,0.44496083,0.00067499804],"about_ca_topic_score_codex":0.000009995918,"about_ca_topic_score_gemma":0.000041590967,"teacher_disagreement_score":0.76104647,"about_ca_system_score_codex":0.0003112947,"about_ca_system_score_gemma":0.0010711927,"threshold_uncertainty_score":0.78867716},"labels":[],"label_agreement":null},{"id":"W2072294444","doi":"10.1007/s10459-013-9446-8","title":"A research-based narrative assignment for global health education","year":2013,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Global Health and Surgery","field":"Medicine","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 Lethbridge","funders":"","keywords":"Narrative; Popularity; Curriculum; Thematic analysis; Salient; Narrative inquiry; Public health; Medical education; Mathematics education; Psychology; Pedagogy; Qualitative research; Computer science; Sociology; Medicine; Social science; Social psychology","score_opus":0.051713704605450245,"score_gpt":0.5216964730131847,"score_spread":0.46998276840773445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072294444","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":[0.24833778,0.09399988,0.0068594078,0.60376656,0.011130582,0.018439958,0.000028611197,0.00015736253,0.01727986],"genre_scores_gemma":[0.95401585,0.0014056364,0.019720877,0.022128988,0.0002984299,0.0020861032,0.00006167254,0.0000074021136,0.00027504974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968814,0.0003302611,0.00066796946,0.0005043729,0.0006360224,0.0009799614],"domain_scores_gemma":[0.9980429,0.0003076739,0.0002827911,0.00022421854,0.0004909256,0.0006514984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037451608,0.00012850911,0.0002941535,0.00030986642,0.00067675667,0.000043753127,0.0001486983,0.000053212647,0.000054975626],"category_scores_gemma":[0.00052849686,0.00011081861,0.00004228941,0.0015440922,0.00040054444,0.0005353677,0.000013349988,0.00017694225,0.000026818345],"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":[0.00009409513,0.001360988,0.053439528,0.0016670687,0.0000016655692,9.495465e-8,0.0013907304,0.00026094785,0.0000034824754,0.030396283,0.04767982,0.8637053],"study_design_scores_gemma":[0.0018082635,0.0068169828,0.249839,0.0042058625,0.000004437877,0.00002849727,0.06994711,0.005470452,0.000047614125,0.16395444,0.49740052,0.00047683515],"about_ca_topic_score_codex":0.0047548646,"about_ca_topic_score_gemma":0.00073545816,"teacher_disagreement_score":0.86322844,"about_ca_system_score_codex":0.0025452143,"about_ca_system_score_gemma":0.03462366,"threshold_uncertainty_score":0.97084916},"labels":[],"label_agreement":null},{"id":"W2073429871","doi":"10.1016/j.wneu.2014.05.015","title":"Attitudes Toward Neurosurgery in a Low-Income Country: A Qualitative Study","year":2014,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Qualitative research; Thematic analysis; Empowerment; Health care; Nursing; Surgery; Economic growth; Social science; Sociology","score_opus":0.03415649054811163,"score_gpt":0.35165965037539465,"score_spread":0.317503159827283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073429871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99184465,0.0001589183,0.000014632447,0.0018769591,0.002086413,0.0009034296,0.000020107822,0.0002555393,0.0028393352],"genre_scores_gemma":[0.9874052,0.00004373948,0.000022198972,0.010828556,0.00032212283,0.00013737907,0.00002375188,0.0000793875,0.0011376978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99441296,0.0012334303,0.0013459368,0.000899441,0.0008714535,0.001236759],"domain_scores_gemma":[0.9951902,0.002987281,0.00027906045,0.00075227715,0.00012728106,0.0006638694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032993492,0.00047248215,0.0013397101,0.0011158662,0.00012981058,0.00007039645,0.00016796407,0.00010224296,0.0001191338],"category_scores_gemma":[0.001978874,0.0004399858,0.00026625636,0.0021746336,0.00015384748,0.00019798106,0.00011176941,0.000734284,0.0001758329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010567718,0.0018994822,0.9848282,0.00053260894,0.000029149143,0.0013124321,0.0024064486,0.000014891057,0.00017757957,0.00032655225,0.0064016217,0.0010142932],"study_design_scores_gemma":[0.001821346,0.0003881917,0.97971225,0.00053222425,0.00004264715,0.00008378425,0.000904598,0.00017175882,0.000060370043,0.00012455453,0.015681664,0.00047659737],"about_ca_topic_score_codex":0.00031990983,"about_ca_topic_score_gemma":0.00036576748,"teacher_disagreement_score":0.009280042,"about_ca_system_score_codex":0.0001469625,"about_ca_system_score_gemma":0.00029804194,"threshold_uncertainty_score":0.9998052},"labels":[],"label_agreement":null},{"id":"W2073449136","doi":"10.1002/msj.20253","title":"Surgery in Global Health Delivery","year":2011,"lang":"en","type":"review","venue":"Mount Sinai Journal of Medicine A Journal of Translational and Personalized Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Context (archaeology); General partnership; Public health; Global health; Perioperative; Health care delivery; Health care; Surgery; Nursing; Economic growth","score_opus":0.09260069096249283,"score_gpt":0.39805468071043226,"score_spread":0.3054539897479394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073449136","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":[0.0007162188,0.9783644,0.0002635429,0.017985523,0.001787818,0.00044571175,0.000040217743,0.0000064268793,0.00039011685],"genre_scores_gemma":[0.0014093107,0.99173975,0.00049820123,0.0026237397,0.0035146251,0.0000029081518,0.00005570356,0.000047793834,0.00010799246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898624,0.00078327325,0.0062827026,0.0003317383,0.001988437,0.0007514627],"domain_scores_gemma":[0.9901012,0.0017116738,0.0050880387,0.00020917195,0.0012430113,0.0016469113],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0089145405,0.00076827814,0.008454105,0.0019705682,0.00010316857,0.000009300272,0.00028136338,0.0004507831,0.00092062575],"category_scores_gemma":[0.0010686874,0.00045743544,0.0012253596,0.0011238853,0.0009226878,0.00026880202,0.00001903836,0.0018409864,0.0000031201319],"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":[0.003457897,0.00040617542,0.002759505,0.023473736,0.000961545,0.0023119724,0.0012855339,9.149979e-7,0.0000012107514,0.0010020647,0.038279425,0.92606],"study_design_scores_gemma":[0.0071466076,0.0024169227,0.0025550816,0.123675555,0.0021091402,0.049865816,0.00030438128,0.00000246016,5.313681e-8,0.000985336,0.8106919,0.0002467567],"about_ca_topic_score_codex":0.00029241978,"about_ca_topic_score_gemma":0.000027035292,"teacher_disagreement_score":0.92581326,"about_ca_system_score_codex":0.000841908,"about_ca_system_score_gemma":0.007269984,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W2074756661","doi":"10.1177/1028315308323207","title":"Global Citizenship, Global Health, and the Internationalization of Curriculum","year":2008,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":156,"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":"Transformative learning; Curriculum; Internationalization; Citizenship; Global citizenship; Pedagogy; Sociology; Internationalization of Higher Education; Social transformation; Political science; Curriculum development; Higher education; Engineering ethics; Social change; Law; Business; Engineering","score_opus":0.04219861213466563,"score_gpt":0.42688752904556904,"score_spread":0.3846889169109034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074756661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525312,0.0207448,0.0002512808,0.019205421,0.0043021003,0.00018985625,0.000007943884,0.00000414438,0.0027632043],"genre_scores_gemma":[0.9868826,0.009941821,0.0007066276,0.0020057445,0.00037249105,0.000006390845,0.00000764283,0.0000026821497,0.000073992334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846065,0.00008273121,0.0007842873,0.00008744174,0.00047057364,0.0001143147],"domain_scores_gemma":[0.9976154,0.00012557665,0.00063367403,0.000065540895,0.0014616515,0.00009813633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066107285,0.00008170727,0.00032204165,0.00011304568,0.00005834665,0.000005248516,0.00009804266,0.000032936365,0.0000103094035],"category_scores_gemma":[0.0020235688,0.00005510418,0.00008435615,0.0002746678,0.0002740977,0.00009301456,0.000035889243,0.00009691155,9.4046374e-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":[0.00077004486,0.00033613783,0.91465306,0.00015813817,0.00025033788,0.000011761638,0.0019044676,0.00003628509,7.728525e-7,0.04371581,0.029595224,0.008567985],"study_design_scores_gemma":[0.0069411714,0.0004204944,0.9149733,0.0020988747,0.00006315545,0.0061131734,0.015556302,0.00042414843,0.000006702878,0.04768134,0.0055812034,0.00014012163],"about_ca_topic_score_codex":0.0001644849,"about_ca_topic_score_gemma":0.000026727543,"teacher_disagreement_score":0.03435136,"about_ca_system_score_codex":0.00075224484,"about_ca_system_score_gemma":0.0010911619,"threshold_uncertainty_score":0.24225472},"labels":[],"label_agreement":null},{"id":"W2075537821","doi":"10.1097/acm.0b013e318160b5cf","title":"The Academic Alliance for AIDS Care and Prevention in Africa","year":2008,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Manitoba","funders":"Pfizer","keywords":"Alliance; Health care; Scholarship; Medicine; Family medicine; Nursing; Medical education; Political science","score_opus":0.06680594815752904,"score_gpt":0.36913125576095207,"score_spread":0.302325307603423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075537821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84573865,0.13621128,0.00029775294,0.012967637,0.0005022477,0.0013625106,0.0000044900166,0.000052497177,0.0028629121],"genre_scores_gemma":[0.9384184,0.055495873,0.00017958402,0.0019277771,0.0006073083,0.0001233778,0.000020295965,0.000014471222,0.003212911],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839735,0.00005227893,0.0005027074,0.00024906258,0.00028281065,0.0005157899],"domain_scores_gemma":[0.99885064,0.0005376912,0.00010419367,0.00016577318,0.00007853304,0.00026314787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091889646,0.00013204555,0.00033531288,0.00006474872,0.00016770062,8.1480465e-7,0.0001026733,0.00029095018,0.000010842811],"category_scores_gemma":[0.0012097132,0.00008237556,0.000035355268,0.00024406798,0.0002533771,0.000055169803,0.000024328852,0.0008134198,0.00000636826],"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":[0.002503217,0.000020839343,0.35387605,0.0017830454,0.00006366019,0.0001093285,0.027754055,0.0000025521465,0.0021684493,0.007266674,0.32659552,0.2778566],"study_design_scores_gemma":[0.0078496365,0.0017888692,0.1074837,0.0024685503,0.0001174205,0.0004612418,0.0077575254,0.00020646241,0.00022080996,0.007789464,0.8635956,0.00026069296],"about_ca_topic_score_codex":0.00002317728,"about_ca_topic_score_gemma":0.0000051031434,"teacher_disagreement_score":0.5370001,"about_ca_system_score_codex":0.00008796261,"about_ca_system_score_gemma":0.00016773427,"threshold_uncertainty_score":0.35339496},"labels":[],"label_agreement":null},{"id":"W2075849392","doi":"10.1503/cjs.029910","title":"Humanitarian cardiac care in Arequipa, Peru: experiences of a multidisciplinary Canadian cardiovascular team","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; Lawson Health Research Institute","funders":"","keywords":"Medicine; Specialty; Mentorship; Psychological intervention; Multidisciplinary approach; Health care; Disease; Medical emergency; Emergency medicine; Family medicine; Intensive care medicine; Nursing; Internal medicine; Medical education","score_opus":0.032250678414295936,"score_gpt":0.26707728423790905,"score_spread":0.23482660582361312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075849392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.931662,0.062322278,9.971333e-7,0.00017724604,0.0026311814,0.00018459588,0.000043029377,0.0000036146118,0.0029750173],"genre_scores_gemma":[0.9988492,0.0001979509,0.000061526574,0.00017887693,0.0006248976,0.000011096127,0.000018985307,0.000025145988,0.000032312106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972285,0.00016592919,0.0008393655,0.00015761075,0.0004012289,0.0012073664],"domain_scores_gemma":[0.99509925,0.00015164484,0.00019063553,0.00033148995,0.00039060993,0.003836353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017579618,0.00020069526,0.0010868168,0.0015072647,0.00016277784,0.000014823006,0.00012895452,0.00018294211,0.00015954174],"category_scores_gemma":[0.0004501485,0.00018832373,0.00080657256,0.0004950406,0.00016339356,0.0002780588,0.000009867511,0.00038014818,0.000008190145],"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":[0.000049011025,0.000023689647,0.95142525,0.00020395382,0.00013882479,0.0010138091,0.038254198,0.000018175457,0.000008805871,0.000025987742,0.004102784,0.004735497],"study_design_scores_gemma":[0.00041893206,0.000110431574,0.774458,0.00078979344,0.00014821721,0.00041793898,0.13570133,0.0000035746139,0.000097940196,0.000009200801,0.08754293,0.00030172165],"about_ca_topic_score_codex":0.39107296,"about_ca_topic_score_gemma":0.37384856,"teacher_disagreement_score":0.17696728,"about_ca_system_score_codex":0.001054784,"about_ca_system_score_gemma":0.011685385,"threshold_uncertainty_score":0.99391747},"labels":[],"label_agreement":null},{"id":"W2076460896","doi":"10.1503/cjs.007613","title":"Sustainability, cost and exchange","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Tanzania; Sustainability; sort; Health care; Medical education; Family medicine; Economic growth; Environmental planning","score_opus":0.04341766942327192,"score_gpt":0.2801759901855099,"score_spread":0.23675832076223802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076460896","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":[0.01129173,0.007175945,0.000012782662,0.97745484,0.0021971245,0.00027812636,0.000042022766,0.0000074897616,0.0015399394],"genre_scores_gemma":[0.06096913,0.00048239736,0.00001862359,0.9290851,0.0074315,0.0000054677275,0.00007219804,0.000055952034,0.001879645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975293,0.00015919015,0.00076455413,0.00020078986,0.00033230303,0.0010138395],"domain_scores_gemma":[0.9954699,0.00079528935,0.00042260048,0.00028009605,0.0008708578,0.0021612572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017261725,0.00025625053,0.0011527061,0.0011171041,0.0001054721,0.000049423055,0.00009018566,0.0006825525,0.00033740126],"category_scores_gemma":[0.0016813325,0.00022621144,0.00034998206,0.00019764341,0.00021369685,0.00007460334,0.0000096921885,0.0017577636,0.000009947845],"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":[0.000024136107,0.0000035460564,0.058154628,0.0015808857,0.000038853646,0.017420137,0.000032286916,6.53988e-8,7.586224e-8,0.0000042591773,0.9120598,0.010681362],"study_design_scores_gemma":[0.00018036792,0.000050763887,0.013828428,0.00060631643,0.000091637194,0.005567215,0.0000327752,0.0000010936614,6.720131e-7,0.0002047497,0.97926307,0.0001729365],"about_ca_topic_score_codex":0.0052015227,"about_ca_topic_score_gemma":0.0017300876,"teacher_disagreement_score":0.06720328,"about_ca_system_score_codex":0.00077563204,"about_ca_system_score_gemma":0.012082485,"threshold_uncertainty_score":0.9935181},"labels":[],"label_agreement":null},{"id":"W2077032887","doi":"10.1111/pan.12009","title":"Safe perioperative pediatric care around the world","year":2012,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Perioperative; Intensive care medicine; MEDLINE; Emergency medicine; Anesthesia","score_opus":0.04345943440097455,"score_gpt":0.3375686385161514,"score_spread":0.2941092041151768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077032887","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":[0.00021410787,0.9891557,0.0000019903216,0.0003521518,0.0005126382,0.002039619,0.000018285089,0.00011632852,0.0075891507],"genre_scores_gemma":[0.00025095762,0.97772,0.00010129055,0.0009713901,0.014307659,0.00032029487,0.0002383418,0.00012640504,0.005963651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581885,0.00043565422,0.0011139872,0.0006369071,0.0007176055,0.0012769941],"domain_scores_gemma":[0.9967799,0.0007449521,0.00055388565,0.000910291,0.00023216337,0.00077876035],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006894153,0.00084575237,0.0025264951,0.00059381087,0.00040942474,0.000067755784,0.0003938197,0.00050613383,0.00036672698],"category_scores_gemma":[0.00010246196,0.00049170613,0.0010308317,0.0021136457,0.000083748026,0.00010727531,0.00006566051,0.0012529073,0.0019053128],"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":[0.00006970175,0.00025422775,0.050239973,0.08758656,0.00011268747,0.0010465459,0.00074666,2.948474e-7,1.5563603e-9,0.0005177241,0.025696369,0.83372927],"study_design_scores_gemma":[0.00021834034,0.00007588453,0.0013212874,0.00036981716,0.0068622343,0.0013449683,0.00014893389,5.24439e-7,7.45079e-9,0.0000021023045,0.98918706,0.000468822],"about_ca_topic_score_codex":0.000049975522,"about_ca_topic_score_gemma":0.000012912035,"teacher_disagreement_score":0.9634907,"about_ca_system_score_codex":0.00043156382,"about_ca_system_score_gemma":0.0023379088,"threshold_uncertainty_score":0.9997535},"labels":[],"label_agreement":null},{"id":"W2077825885","doi":"10.1016/j.jsurg.2015.01.004","title":"Distributed Learning or Medical Tourism? A Canadian Residency Program’s Experience in Global Health","year":2015,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medical tourism; Tourism; Medical education; Medical knowledge; Medicine; Knowledge management; Computer science; Political science","score_opus":0.042936755320406965,"score_gpt":0.429445668260214,"score_spread":0.38650891293980705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077825885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9357563,0.00203233,0.00002197797,0.059253726,0.0010278231,0.0002469179,0.0000029633193,0.000015410134,0.0016425404],"genre_scores_gemma":[0.9969548,0.00047988357,0.000524835,0.001283571,0.0005353587,0.000011234413,0.000023670129,0.0000052157725,0.00018140752],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977776,0.00018339927,0.0007413181,0.00011991564,0.000718861,0.00045894712],"domain_scores_gemma":[0.99605995,0.00007371268,0.00024626587,0.00008502769,0.00038464286,0.003150372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015762262,0.000091850874,0.0003573705,0.00015017585,0.000054019634,0.00002019823,0.00009057881,0.0001277045,0.0001951031],"category_scores_gemma":[0.0023221218,0.00006574209,0.00006547037,0.0006314485,0.000047344765,0.00012621107,0.000010585909,0.00047375174,0.000009831407],"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":[0.0011929326,0.0011710434,0.6407827,0.000106730586,0.000012727739,0.0028162897,0.0013159659,0.000015419539,1.9490133e-7,0.00045158967,0.070299305,0.28183508],"study_design_scores_gemma":[0.002394418,0.0015029439,0.36203474,0.0010078659,0.000010528419,0.0072462894,0.0061885957,0.00018743161,0.0000012392911,0.0003404037,0.618958,0.00012755937],"about_ca_topic_score_codex":0.04402917,"about_ca_topic_score_gemma":0.016185962,"teacher_disagreement_score":0.54865867,"about_ca_system_score_codex":0.0017212009,"about_ca_system_score_gemma":0.04404499,"threshold_uncertainty_score":0.9623367},"labels":[],"label_agreement":null},{"id":"W2080851606","doi":"10.1097/hjh.0000000000000525","title":"Across the globe in 4 months","year":2015,"lang":"en","type":"editorial","venue":"Journal of Hypertension","topic":"Global Health and Surgery","field":"Medicine","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":"Jewish General Hospital; McGill University; Ottawa Hospital; University of Ottawa","funders":"Daiichi Sankyo Europe; Daiichi-Sankyo","keywords":"Medicine; Globe; Library science; Gerontology; Ophthalmology","score_opus":0.033331211096811364,"score_gpt":0.3314750304390773,"score_spread":0.2981438193422659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080851606","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":[0.06250595,0.011859399,0.0000014320459,0.0038694288,0.92106503,0.00018449177,0.000021631811,0.0000073849087,0.0004852384],"genre_scores_gemma":[0.02831615,0.0026060718,0.0000774494,0.0013910942,0.9670663,0.000001501766,0.000025497651,0.000033593755,0.00048235094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704343,0.000110790104,0.0008340956,0.0001386323,0.001442537,0.00043052807],"domain_scores_gemma":[0.9967436,0.00053229224,0.00052762055,0.0002795751,0.001561779,0.0003551388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026781769,0.00019063035,0.0009294571,0.000107950495,0.000057343663,0.000020704992,0.00016968754,0.0006291253,0.000010063575],"category_scores_gemma":[0.004306306,0.00009842645,0.0002455462,0.00019293276,0.000051239782,0.000070506154,0.00005545427,0.0017428114,0.000026327842],"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":[0.0012747765,0.00010630455,0.00034281626,0.0000778542,0.000024253339,0.0026072406,0.00008284682,0.0000033718068,0.000029426494,5.176206e-7,0.99199986,0.003450745],"study_design_scores_gemma":[0.002169293,0.00044870548,0.001548755,0.0009551811,0.000083104314,0.0010080814,0.00023003927,0.00002917012,0.0000047605627,0.00006054718,0.9933741,0.000088266584],"about_ca_topic_score_codex":0.00022236143,"about_ca_topic_score_gemma":0.000059922502,"teacher_disagreement_score":0.046001248,"about_ca_system_score_codex":0.00030265882,"about_ca_system_score_gemma":0.0016270328,"threshold_uncertainty_score":0.7571745},"labels":[],"label_agreement":null},{"id":"W2080988522","doi":"10.1007/s40746-015-0019-3","title":"Placing Equity at the Core of Global Health Research: Time for an Expanded Ethical Framework?","year":2015,"lang":"en","type":"article","venue":"Current Treatment Options in Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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":"Child and Family Research Institute; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Engineering ethics; Equity (law); Health equity; Global health; Public relations; Political science; Informed consent; Management science; Psychology; Medicine; Health care; Alternative medicine; Engineering; Law","score_opus":0.49609377513630076,"score_gpt":0.5678452793104442,"score_spread":0.07175150417414339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080988522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977667,0.014138619,0.0007229292,0.0035715736,0.0011250114,0.001886018,0.00044451142,0.000050415958,0.00039396292],"genre_scores_gemma":[0.9927382,0.0026618168,0.002676191,0.0002815593,0.00081261323,0.0002571908,0.00044435315,0.000016321119,0.00011177476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975244,0.00028686758,0.0004891168,0.00027084097,0.00065525656,0.00077350956],"domain_scores_gemma":[0.99745065,0.00092856114,0.00011904872,0.000423342,0.00032224823,0.00075612555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032645008,0.00015064862,0.0003727404,0.0001244502,0.00022296906,0.0000125707265,0.00010550297,0.00023164383,0.000012841019],"category_scores_gemma":[0.0017793794,0.00010255802,0.00011277099,0.0007914149,0.00014049922,0.00005239788,0.000108120854,0.0004773652,0.000032605516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025335662,0.0073058996,0.7418101,0.000802583,0.000046137207,0.0000099458575,0.003109749,0.00028468893,0.0000035162375,0.030301692,0.10914166,0.10465048],"study_design_scores_gemma":[0.062038843,0.05512077,0.44815657,0.0029158862,0.0015946922,0.00052168104,0.012113884,0.024400834,0.00007971967,0.13905036,0.25152215,0.0024846185],"about_ca_topic_score_codex":0.0001208995,"about_ca_topic_score_gemma":0.000096288575,"teacher_disagreement_score":0.29365352,"about_ca_system_score_codex":0.0031909177,"about_ca_system_score_gemma":0.0019893846,"threshold_uncertainty_score":0.8344139},"labels":[],"label_agreement":null},{"id":"W2081090801","doi":"10.1503/cmaj.109-3765","title":"WHO to develop plan to curb artemisinin resistance","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Artemisinin; Malaria; Plan (archaeology); Resistance (ecology); Drug resistance; Computer science; Medicine; Plasmodium falciparum; Biology; Immunology","score_opus":0.021921848657838597,"score_gpt":0.26325394760636084,"score_spread":0.24133209894852226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081090801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6018471,0.00034580164,0.00056855945,0.25894278,0.0030033528,0.00051203783,0.00007909034,0.00006176883,0.13463949],"genre_scores_gemma":[0.71561944,0.000085778316,0.0033905914,0.26390004,0.0024013806,0.000017523505,0.000016723137,0.000036249858,0.014532281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973876,0.000091322996,0.00047728597,0.00015849064,0.0010986881,0.0007866111],"domain_scores_gemma":[0.99079436,0.000089221794,0.000100226986,0.00010810481,0.0006828899,0.008225187],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002043606,0.000105139254,0.00027625775,0.0002323594,0.00019144629,0.000024463543,0.00013427461,0.00026177466,0.0029634992],"category_scores_gemma":[0.0068803714,0.00009711285,0.000047129397,0.0006102491,0.000011419207,0.000049077436,0.000010679216,0.0005901277,0.00091141625],"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":[0.00006227929,0.000014679035,0.10449382,0.000012607094,0.00002502519,0.00085759,0.00089342066,8.192051e-8,0.0000020202444,0.00029985618,0.88430244,0.009036166],"study_design_scores_gemma":[0.00034108968,0.00005360816,0.26976225,0.00023656819,0.000008148667,0.00018135624,0.00020406434,0.0000023659488,0.00001220149,0.00008309297,0.72902334,0.00009192594],"about_ca_topic_score_codex":0.001771586,"about_ca_topic_score_gemma":0.046587683,"teacher_disagreement_score":0.16526842,"about_ca_system_score_codex":0.0014095969,"about_ca_system_score_gemma":0.00742288,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W2081098287","doi":"10.1213/01.ane.0000297285.35817.d6","title":"USNS Comfort: Caring for the Sick at Sea","year":2008,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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; Emergency management; Humanitarian aid; General partnership; Medical emergency; Political science","score_opus":0.02957838504432936,"score_gpt":0.2750806110661179,"score_spread":0.24550222602178856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081098287","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":[0.024529872,0.0052955626,0.000053803447,0.9653674,0.00031298748,0.0017852292,0.00002569966,0.00018668015,0.0024427925],"genre_scores_gemma":[0.0120331785,0.0013115287,0.00016292793,0.96052915,0.0058038523,0.00020472836,0.0009424618,0.00014550252,0.018866677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969029,0.00007738554,0.00057163084,0.0005746019,0.0006588189,0.0012147025],"domain_scores_gemma":[0.99760365,0.000747668,0.0002530214,0.0009647343,0.00016058492,0.0002703238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034900295,0.0005150497,0.000983651,0.00015575772,0.00056754507,0.00002844051,0.0003143309,0.0008727191,0.00012166406],"category_scores_gemma":[0.000049734994,0.0003544393,0.00069466117,0.00024440433,0.00018665822,0.00004348972,0.00003670341,0.0011974663,0.00019101378],"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":[0.00015319882,0.000022831236,0.017593097,0.0004916354,0.00013052145,0.005427001,0.000063715284,0.0000024633725,0.0000013913121,0.000038813323,0.9750988,0.0009765503],"study_design_scores_gemma":[0.00051873806,0.0001541337,0.0212807,0.00018858575,0.00040747228,0.005954046,0.000016883163,0.00018485282,0.000016108987,0.000027650252,0.9709165,0.00033431544],"about_ca_topic_score_codex":0.00071616593,"about_ca_topic_score_gemma":0.000049214665,"teacher_disagreement_score":0.016423885,"about_ca_system_score_codex":0.00030575384,"about_ca_system_score_gemma":0.00046051017,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W2081220510","doi":"10.1111/tmi.12133","title":"Applying the <scp>ICMJE</scp> authorship criteria to operational research in low‐income countries: the need to engage programme managers and policy makers","year":2013,"lang":"en","type":"editorial","venue":"Tropical Medicine & International Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; De Veber","funders":"","keywords":"Medical journal; Transparency (behavior); Work (physics); Public relations; Audit; Publishing; Process (computing); Trustworthiness; Sociology; Computer science; Political science; Library science; Accounting; Business; Law; Internet privacy; Engineering","score_opus":0.06013200507785108,"score_gpt":0.44551106715148076,"score_spread":0.38537906207362965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081220510","genre_codex":"commentary","genre_gemma":"editorial","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":[0.02318773,0.0011412422,0.00018946,0.7246702,0.23619528,0.0113644535,0.00019689105,0.00010988658,0.0029449016],"genre_scores_gemma":[0.17370573,0.001566129,0.000882355,0.084076725,0.72539824,0.0075849225,0.0007567096,0.0001574574,0.0058717243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911155,0.0011587898,0.0013965184,0.0008488191,0.0037503578,0.001730025],"domain_scores_gemma":[0.98696023,0.009184756,0.00021779323,0.00062465545,0.0011362407,0.0018763354],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006381634,0.00047236934,0.0009892707,0.0011352604,0.0005879374,0.00018388905,0.0007848872,0.0005093303,0.00012782087],"category_scores_gemma":[0.020130558,0.00027687417,0.000097859,0.0011651848,0.00055153936,0.00009952057,0.00033805228,0.0034874424,0.00018386316],"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":[0.00033419978,0.000083754654,0.00287563,0.0008775768,0.00005909381,0.00006205333,0.00218647,0.000004827338,0.0000018150826,0.008786217,0.978414,0.0063143726],"study_design_scores_gemma":[0.0016842758,0.0011308296,0.03310514,0.0028023594,0.000016171627,0.000031922897,0.0018421285,0.00026731036,4.2057093e-7,0.0007374583,0.9582871,0.000094871604],"about_ca_topic_score_codex":0.011936388,"about_ca_topic_score_gemma":0.00074726844,"teacher_disagreement_score":0.6405934,"about_ca_system_score_codex":0.0021050018,"about_ca_system_score_gemma":0.003116205,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W2081312274","doi":"10.1016/j.annepidem.2004.07.050","title":"Establishing surgical policies in East Africa: results of the Easi-Delphi project","year":2004,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Global Health and Surgery","field":"Medicine","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; Certification; Delphi method; Medical education; Population; Curriculum; Continuing medical education; Family medicine; Continuing education; Environmental health; Psychology","score_opus":0.26372016618123506,"score_gpt":0.4383122706315926,"score_spread":0.17459210445035755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081312274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259786,0.0024970905,0.0000075277,0.05728435,0.00017701084,0.00029486883,0.000049360715,0.000014094661,0.013697079],"genre_scores_gemma":[0.99580294,0.00062264386,0.00043450942,0.0029381763,0.00009460375,0.0000082879915,0.000011551304,0.000007141586,0.00008017246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971999,0.0005785273,0.0011755686,0.00022591004,0.00014008579,0.00067998946],"domain_scores_gemma":[0.99669385,0.0022038922,0.00039252828,0.00039257488,0.00017447896,0.00014267206],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005601258,0.00011846041,0.0008379371,0.00016998136,0.000030884356,9.176382e-7,0.00014294,0.00019343804,0.0000050843287],"category_scores_gemma":[0.023387386,0.00007346476,0.00020222737,0.0005209244,0.00029654294,0.00005260606,0.00007000322,0.00027999227,0.000003007167],"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":[0.0075141126,0.0012591906,0.7500212,0.0009597444,0.000112342066,0.00018749958,0.0049538985,0.0009351831,0.00022882392,0.11923547,0.11011351,0.004479024],"study_design_scores_gemma":[0.0040712766,0.00090448133,0.84497416,0.0010906562,0.000028704273,0.00023465665,0.0010218661,0.00007317007,0.0004361081,0.019810224,0.12715133,0.00020334327],"about_ca_topic_score_codex":0.0073214136,"about_ca_topic_score_gemma":0.00023670447,"teacher_disagreement_score":0.09942524,"about_ca_system_score_codex":0.000025232044,"about_ca_system_score_gemma":0.00039202117,"threshold_uncertainty_score":0.9992889},"labels":[],"label_agreement":null},{"id":"W2083584476","doi":"10.1159/000354198","title":"The Imperative of Public Health Education: A Global Perspective","year":2013,"lang":"en","type":"review","venue":"Medical Principles and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Sport Centre Pacific; University of Victoria","funders":"Kuwait University","keywords":"Accreditation; Public relations; Public health; Medicine; Health promotion; Population; Context (archaeology); International health; Health policy; Political science; Medical education; Nursing; Environmental health","score_opus":0.18365312213063475,"score_gpt":0.500692662867278,"score_spread":0.3170395407366432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083584476","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":[0.000003294607,0.8974921,0.000036291898,0.06862794,0.0004907121,0.0010970844,0.000021223055,0.00001769276,0.032213643],"genre_scores_gemma":[0.000026250822,0.99413586,0.00042384528,0.004083819,0.0004653089,0.00013502434,0.000034098168,0.000014050643,0.00068173785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958858,0.0015166563,0.0009112172,0.00035559156,0.00081193476,0.0005188323],"domain_scores_gemma":[0.9920182,0.0045121815,0.0008628204,0.00041084568,0.00072617567,0.0014697693],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0050898306,0.0002629549,0.0013116889,0.000046300596,0.00028056218,0.00005642742,0.00017467685,0.00030186403,0.00017814523],"category_scores_gemma":[0.029502632,0.00014086672,0.00021139461,0.000378806,0.00035789484,0.00013734683,0.00014031614,0.00076550135,0.000048823214],"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":[0.00002126908,0.00021284967,0.000010310457,0.005169675,0.00015072519,0.000009311932,0.00014528689,1.1266645e-9,7.430052e-10,0.07294503,0.0077420785,0.9135935],"study_design_scores_gemma":[0.00015896496,0.00021753473,0.000055595738,0.003662746,0.00020246924,0.0018477616,0.0030882736,0.000003440746,2.7870313e-9,0.00012115547,0.990541,0.00010107324],"about_ca_topic_score_codex":0.0010944701,"about_ca_topic_score_gemma":0.0000582425,"teacher_disagreement_score":0.9827989,"about_ca_system_score_codex":0.0006376571,"about_ca_system_score_gemma":0.02318847,"threshold_uncertainty_score":0.98234916},"labels":[],"label_agreement":null},{"id":"W2084021059","doi":"10.1186/1472-6920-10-94","title":"Global health competencies and approaches in medical education: a literature review","year":2010,"lang":"en","type":"review","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":262,"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":"Air Force Materiel Command; Donner Canadian Foundation","keywords":"Global health; Medical education; Health care; Cultural competence; Experiential learning; Medicine; MEDLINE; Psychology; Nursing; Public health; Political science; Pedagogy","score_opus":0.07166702237166339,"score_gpt":0.44398649297667686,"score_spread":0.37231947060501347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084021059","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":[0.000016353399,0.974166,0.00001372836,0.019163895,0.0024907722,0.001980122,0.00001824627,0.000045934445,0.0021049904],"genre_scores_gemma":[0.0000041541575,0.96306115,0.0013731505,0.031363435,0.0015645509,0.00057327,0.0017566739,0.000026123615,0.00027750956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950201,0.0006861394,0.0015752446,0.00069657015,0.0014264416,0.0005955301],"domain_scores_gemma":[0.99544555,0.00037498333,0.0004693019,0.0005851005,0.00016839872,0.0029566805],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030444434,0.00046509458,0.002536636,0.0002324027,0.00008415367,0.000033944863,0.00027906892,0.0012052112,0.00054632727],"category_scores_gemma":[0.01158219,0.0003366743,0.0002918983,0.0012640306,0.0002274042,0.00007589714,0.000083304054,0.0016184446,0.000041184736],"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":[0.0000058279907,0.00056421163,0.0003659967,0.21268563,0.00000773466,0.000007753912,0.000041522202,4.505568e-10,1.09246584e-10,0.001744295,0.055510163,0.72906685],"study_design_scores_gemma":[0.00015519834,0.000037493486,0.00060431694,0.3210037,0.00010154618,0.0024652737,0.000042019095,0.0000054977295,4.329676e-10,0.00007946578,0.6753555,0.00015000933],"about_ca_topic_score_codex":0.00015729495,"about_ca_topic_score_gemma":0.00075736427,"teacher_disagreement_score":0.7289169,"about_ca_system_score_codex":0.0005331374,"about_ca_system_score_gemma":0.16605234,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W2084410314","doi":"10.1016/j.surg.2013.10.008","title":"Prioritizing essential surgery and safe anesthesia for the Post-2015 Development Agenda: Operative capacities of 78 district hospitals in 7 low- and middle-income countries","year":2013,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":128,"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; Western University","funders":"","keywords":"Medicine; Developing country; Government (linguistics); Population; Health care; Low and middle income countries; Medical emergency; Economic growth; Environmental health","score_opus":0.01859987448357896,"score_gpt":0.2704470937107927,"score_spread":0.2518472192272137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084410314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888912,0.006492896,0.000016754271,0.0034585032,0.00022547122,0.00083925936,0.00002622383,0.000019783105,0.00002991242],"genre_scores_gemma":[0.99741435,0.0011850875,0.00017096094,0.00082475744,0.00008605218,0.00015179752,0.000045448858,0.000020353888,0.000101181264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980843,0.00008599871,0.00075864757,0.00026528692,0.00027282775,0.0005329176],"domain_scores_gemma":[0.99549365,0.0036486015,0.00017355033,0.00017187886,0.00032993613,0.0001823708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012594296,0.00022352066,0.00076758716,0.00022284401,0.00018606396,0.000050183804,0.000042181146,0.00011108288,0.000027867036],"category_scores_gemma":[0.0006028909,0.0001599192,0.00010335337,0.00019259707,0.00035773165,0.00021731836,0.00003061764,0.000120190976,0.0000047110325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043979872,0.00007658117,0.98563063,0.0037935374,0.00009863587,0.00013676933,0.002726332,4.9696035e-7,0.00008325911,0.00016126301,0.00286243,0.003990292],"study_design_scores_gemma":[0.00035087662,0.00004106282,0.9924345,0.0016130208,0.000030144287,0.00013874032,0.0019936557,0.000029812894,0.00088314555,0.00003886665,0.0022264642,0.00021970186],"about_ca_topic_score_codex":0.00062834995,"about_ca_topic_score_gemma":0.0000577553,"teacher_disagreement_score":0.008523163,"about_ca_system_score_codex":0.000078465615,"about_ca_system_score_gemma":0.0007530578,"threshold_uncertainty_score":0.6521316},"labels":[],"label_agreement":null},{"id":"W2084534643","doi":"10.1016/j.jegh.2014.08.003","title":"Anaesthesia, surgery, obstetrics, and emergency care in Guyana","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology and Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Georgetown Hospital","funders":"","keywords":"Medicine; Caesarean section; Economic shortage; Christian ministry; Health care; Regional anaesthesia; Medical emergency; Emergency medicine; Pregnancy; Surgery; Government (linguistics)","score_opus":0.039577019698773135,"score_gpt":0.3807053122479547,"score_spread":0.34112829254918153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084534643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8349222,0.14662568,0.00017108586,0.0165631,0.0010639518,0.000120486584,0.000007414673,0.0000071391264,0.00051892124],"genre_scores_gemma":[0.94146013,0.04912618,0.00086925057,0.00835351,0.00017130066,8.2128287e-7,0.000004554362,0.0000049998243,0.00000926153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966946,0.0009048179,0.0014527912,0.00019808451,0.00011533485,0.0006343581],"domain_scores_gemma":[0.9965853,0.0015551486,0.00064485613,0.00013623768,0.00015737758,0.0009210676],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00631289,0.00014250187,0.001246126,0.0001916118,0.00008474155,0.0000017205747,0.00004596715,0.00019011853,0.000012001248],"category_scores_gemma":[0.010000655,0.000109219916,0.000120455355,0.00029072052,0.000093254224,0.000059854705,0.000019791982,0.0003388276,0.0000023427756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017077493,0.000033297685,0.80089635,0.00028996478,0.000009330298,0.000044325767,0.000052743053,0.0000022484655,7.926988e-8,0.00220387,0.011462318,0.1848347],"study_design_scores_gemma":[0.00062953174,0.00090511836,0.9442181,0.00021010172,0.000015327178,0.00064061786,0.00019073188,0.00005884928,1.0261797e-7,0.005383413,0.047674675,0.00007342835],"about_ca_topic_score_codex":0.0005774436,"about_ca_topic_score_gemma":0.0002454435,"teacher_disagreement_score":0.18476127,"about_ca_system_score_codex":0.00024235385,"about_ca_system_score_gemma":0.0005132554,"threshold_uncertainty_score":0.9983385},"labels":[],"label_agreement":null},{"id":"W2084556718","doi":"10.1016/j.aorn.2010.02.011","title":"Australian Perioperative Nurses' Humanitarian Activities in Banda Aceh","year":2010,"lang":"en","type":"article","venue":"AORN Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Trademark; Library science; Citation; Art history; Art; Political science; Computer science; Law","score_opus":0.016623379356829168,"score_gpt":0.3252010831985071,"score_spread":0.30857770384167793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084556718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826091,0.00004922298,0.000004513092,0.0043215035,0.0016546681,0.0001145942,0.000004490682,0.0000137584075,0.011228162],"genre_scores_gemma":[0.99329257,0.00002634467,0.0002755273,0.00081289816,0.00070902903,0.0000037993607,0.000003796257,0.000011272754,0.0048647486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895656,0.00004829403,0.00025428165,0.00011395372,0.00019951255,0.00042742322],"domain_scores_gemma":[0.9993383,0.000038245114,0.000060173625,0.00011892134,0.00006802015,0.0003763313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038398537,0.00011221375,0.00023781064,0.00013393654,0.00017661697,0.00005347757,0.000063312764,0.00010568404,0.0014904886],"category_scores_gemma":[0.0001207162,0.00008927591,0.00007349738,0.00010269621,0.00007970653,0.00018224018,0.000009526332,0.0011839115,0.000055078854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016268665,0.00094085897,0.8141502,0.00014615856,0.0001378782,0.0046898113,0.017440319,0.000009815158,0.031340204,0.008120521,0.05003291,0.071364455],"study_design_scores_gemma":[0.0029616635,0.0005529734,0.63708425,0.00023776454,0.00003684103,0.005001661,0.0069843004,0.000022571347,0.0018484282,0.0005853278,0.34440872,0.00027550696],"about_ca_topic_score_codex":0.0001054777,"about_ca_topic_score_gemma":0.0005646555,"teacher_disagreement_score":0.2943758,"about_ca_system_score_codex":0.00007329171,"about_ca_system_score_gemma":0.0003953726,"threshold_uncertainty_score":0.9994223},"labels":[],"label_agreement":null},{"id":"W2084731480","doi":"10.1097/acm.0b013e31816094fc","title":"Beyond Borders: Building Global Health Programs at McGill University Faculty of Medicine","year":2008,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Quebec Population Health Research Network; McGill University; McGill University Health Centre","funders":"","keywords":"Global health; Work (physics); Creativity; Health care; Medical education; Public relations; Globalization; Faculty development; Political science; Medicine; Professional development; Engineering","score_opus":0.061403722282396905,"score_gpt":0.3824553748604396,"score_spread":0.3210516525780427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084731480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.865775,0.0071590524,0.00023383624,0.11531722,0.0008166808,0.0010866886,0.00016959535,0.00024148163,0.009200443],"genre_scores_gemma":[0.9733805,0.0071449396,0.00047980002,0.015260269,0.00062106416,0.0000033287308,0.00031239423,0.00002318797,0.0027745294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644244,0.00013264662,0.00094762444,0.0005289505,0.0010202272,0.00092809414],"domain_scores_gemma":[0.9974318,0.00014407949,0.000493566,0.00039111314,0.00026468417,0.0012747335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177213,0.0003185012,0.0012432022,0.00018649267,0.0003276444,2.3749743e-7,0.00024099436,0.00034756702,0.0002111227],"category_scores_gemma":[0.0006164357,0.00024313791,0.00009887434,0.0010966031,0.0010003456,0.00011921147,0.00011775808,0.0006528497,0.000020968622],"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":[0.0021408403,0.00013694665,0.20288706,0.0015726802,0.00023384766,0.0007549627,0.0027008676,0.0000051333304,0.0014094264,0.017775295,0.7064481,0.06393487],"study_design_scores_gemma":[0.013567318,0.0035220038,0.04795025,0.0029594647,0.0002505391,0.0027708288,0.0036635294,0.000105204614,0.000180958,0.001800652,0.9228358,0.00039342302],"about_ca_topic_score_codex":0.003432995,"about_ca_topic_score_gemma":0.000051409777,"teacher_disagreement_score":0.21638776,"about_ca_system_score_codex":0.0012265634,"about_ca_system_score_gemma":0.0005000062,"threshold_uncertainty_score":0.9914876},"labels":[],"label_agreement":null},{"id":"W2085337395","doi":"10.1111/j.1471-1842.2008.00835.x","title":"Health informatics education: a global challenge","year":2009,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Health informatics; Informatics; MEDLINE; Computer science; Data science; Medical education; Medicine; Nursing; Political science; Public health","score_opus":0.02233202813332149,"score_gpt":0.32622646178860043,"score_spread":0.30389443365527896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085337395","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":[0.010667052,0.017711313,0.013042043,0.8094256,0.004288298,0.0018012417,0.00009352668,0.0005158651,0.14245509],"genre_scores_gemma":[0.33864158,0.010437483,0.033620995,0.6150192,0.0015197004,0.00001760359,0.00049772736,0.00001466651,0.00023104183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960405,0.000085233216,0.0022635583,0.00007078947,0.0006607546,0.0008791256],"domain_scores_gemma":[0.99632215,0.00002718065,0.0012473399,0.0002623108,0.00031441214,0.0018266211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010805278,0.00021289282,0.0005399195,0.0002623827,0.00074377656,0.00027851752,0.00013830644,0.00012289801,0.00014811772],"category_scores_gemma":[0.00017238698,0.00018413544,0.00012639671,0.00054429553,0.00004645121,0.004110525,0.000023166102,0.0005614895,0.00022444058],"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":[0.00018539988,0.00013819298,0.0012409326,0.00053942925,0.000009723369,0.0000016004932,0.003090894,0.0000073591737,7.4075466e-9,0.04220704,0.3439336,0.6086458],"study_design_scores_gemma":[0.0011685133,0.0013805502,0.04832527,0.00046299645,0.0000055496434,0.002490545,0.003356254,0.00028599473,4.266571e-7,0.0051581557,0.937213,0.00015274945],"about_ca_topic_score_codex":0.000032348904,"about_ca_topic_score_gemma":0.0000028709558,"teacher_disagreement_score":0.6084931,"about_ca_system_score_codex":0.00068741513,"about_ca_system_score_gemma":0.014778786,"threshold_uncertainty_score":0.9908065},"labels":[],"label_agreement":null},{"id":"W2088546296","doi":"10.1016/s0140-6736(15)60826-1","title":"Care of surgical infections by Médecins Sans Frontières Operations Centre Brussels in 2008–14","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Specialty; Perioperative; Health care; Medical emergency; General surgery; Surgery; Family medicine","score_opus":0.02639746304137027,"score_gpt":0.3121264915021998,"score_spread":0.28572902846082954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088546296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649016,0.0027154647,0.000021682701,0.0143896425,0.0002618707,0.00024517023,0.00016963008,0.000033536217,0.017261393],"genre_scores_gemma":[0.99801934,0.0003682644,0.00007203945,0.0006674074,0.00028978375,0.0000073601323,0.00008364899,0.000005876649,0.00048626665],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923867,0.00008053662,0.00019290972,0.000092209506,0.00014802787,0.00024761888],"domain_scores_gemma":[0.9994216,0.00006604208,0.00002131106,0.0002454085,0.00010300369,0.0001426597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021697911,0.000065811,0.0003050824,0.000036131474,0.000042660628,0.000006424141,0.00006432138,0.00005442592,0.000078865094],"category_scores_gemma":[0.000107697175,0.000042911925,0.000039346836,0.00018118789,0.00004351304,0.000033879543,0.000017210392,0.00014963074,0.00003316073],"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":[0.0001573658,0.00017797775,0.50548786,0.000049228314,0.000013033765,0.000019724219,0.0017368991,0.00016822285,0.00004164988,0.0007821901,0.49063328,0.0007325759],"study_design_scores_gemma":[0.0060126884,0.00016887081,0.12047001,0.00017519231,0.00004418776,0.00006226517,0.002466482,0.0002890178,0.00033392204,0.00010638182,0.86972827,0.00014272433],"about_ca_topic_score_codex":0.0015791664,"about_ca_topic_score_gemma":0.0026084378,"teacher_disagreement_score":0.38501784,"about_ca_system_score_codex":0.000059091686,"about_ca_system_score_gemma":0.0001744265,"threshold_uncertainty_score":0.23872377},"labels":[],"label_agreement":null},{"id":"W2089009005","doi":"10.1212/wnl.0000000000000024","title":"The globalization of US and Canadian neurology residency training","year":2013,"lang":"en","type":"letter","venue":"Neurology","topic":"Global Health and Surgery","field":"Medicine","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":"Neurology; Medical education; Graduate medical education; Curriculum; Family medicine; Residency training; Global health; Medicine; Psychology; Public health; Nursing; Accreditation; Continuing education; Psychiatry; Pedagogy","score_opus":0.021476405932444726,"score_gpt":0.25986188085975837,"score_spread":0.23838547492731363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089009005","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":[0.14165692,0.000847548,0.0000014006794,0.8505038,0.0012273598,0.00034462265,0.000020300848,0.00001931748,0.005378739],"genre_scores_gemma":[0.06481027,0.00055176864,0.000007600287,0.9332947,0.00095815473,0.000018313378,0.000074585165,0.000026435435,0.00025818378],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806976,0.00029724708,0.00039042157,0.00032732333,0.00015765968,0.0007575775],"domain_scores_gemma":[0.998687,0.0004528603,0.00016755075,0.00034216855,0.00011712448,0.00023325246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021449139,0.00017848663,0.00045993383,0.0001674788,0.0001272518,0.000009074537,0.000117466065,0.0009973134,0.00006842774],"category_scores_gemma":[0.0003666946,0.00013422428,0.000058075424,0.00012045452,0.0002528027,0.000019359044,0.000027697648,0.0012621919,0.00002268969],"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":[0.00014876027,0.0000028573372,0.019494206,0.00010455584,0.000017483877,0.0010059233,0.000040483137,7.287412e-7,0.0000035474948,0.00031932132,0.9756227,0.0032393911],"study_design_scores_gemma":[0.00021249476,0.00071019237,0.09824664,0.000008929272,0.000035418816,0.00097154995,0.0000011804192,0.00005409039,4.198837e-7,0.0006194162,0.89907557,0.00006411678],"about_ca_topic_score_codex":0.111673996,"about_ca_topic_score_gemma":0.064022705,"teacher_disagreement_score":0.082790904,"about_ca_system_score_codex":0.000015146716,"about_ca_system_score_gemma":0.0009521555,"threshold_uncertainty_score":0.95305645},"labels":[],"label_agreement":null},{"id":"W2090507778","doi":"10.1017/s1049023x12000556","title":"Surgical Care during Humanitarian Crises: A Systematic Review of Published Surgical Caseload Data from Foreign Medical Teams","year":2012,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":84,"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; Western University; Centre for Global Health Research; University of Ottawa","funders":"","keywords":"Medicine; MEDLINE; Notice; Multidisciplinary approach; Medical literature; Trauma surgery; Medical emergency; Family medicine; Orthopedic surgery; General surgery; Surgery","score_opus":0.05384775644871671,"score_gpt":0.3590342907088403,"score_spread":0.3051865342601236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090507778","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":[0.0006227183,0.98838955,0.0000018516703,0.00028459553,0.00064194493,0.0036282996,0.00080421777,0.00007485887,0.00555196],"genre_scores_gemma":[0.003231111,0.9866175,0.000018466451,0.00030795461,0.0018516578,0.00022316854,0.007502038,0.00007892774,0.00016918551],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99210835,0.00058487867,0.0033356503,0.0011487484,0.0018750957,0.0009473052],"domain_scores_gemma":[0.99378073,0.0009272249,0.0008202197,0.0021689003,0.0002709329,0.0020319945],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001966223,0.00090805115,0.008343106,0.00023940869,0.00011965252,0.00002944846,0.00079915294,0.0006841225,0.0021934232],"category_scores_gemma":[0.0023511525,0.00052025414,0.0004871345,0.00045890186,0.00049141917,0.00034293468,0.000860088,0.0010146126,0.0000556222],"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":[0.000059966733,0.00019313942,0.00027637123,0.9736584,0.00041376887,0.0015640373,0.00044283672,4.940548e-10,5.959762e-9,0.0001801812,0.0013406558,0.021870665],"study_design_scores_gemma":[0.0018592136,0.00027526778,0.000042543812,0.81750834,0.009822918,0.0042642457,0.0013830416,0.0000018800148,2.706798e-8,0.000015285528,0.16440722,0.00042002564],"about_ca_topic_score_codex":0.00051340944,"about_ca_topic_score_gemma":0.00003542246,"teacher_disagreement_score":0.16306657,"about_ca_system_score_codex":0.00015244924,"about_ca_system_score_gemma":0.00072101445,"threshold_uncertainty_score":0.9997249},"labels":[],"label_agreement":null},{"id":"W2091124528","doi":"10.1111/j.1440-1800.2008.00414.x","title":"Leveraging nursing research to transform healthcare systems","year":2008,"lang":"en","type":"editorial","venue":"Nursing Inquiry","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa","funders":"","keywords":"Nursing shortage; Nursing; Nurse education; Nursing research; Health care; Declaration; Medicine; Political science; Economic growth; Economics","score_opus":0.13894932628437795,"score_gpt":0.4613785668166341,"score_spread":0.32242924053225613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091124528","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":[0.0017932903,0.012767559,0.00034481796,0.010084528,0.95891863,0.0019833923,0.00007546093,0.00031510135,0.013717212],"genre_scores_gemma":[0.03753689,0.0012602111,0.00027753552,0.00046219077,0.95691967,0.00012031347,0.00069625326,0.00022387126,0.002503082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907637,0.00050367723,0.0011157326,0.0011780406,0.0037784153,0.002660428],"domain_scores_gemma":[0.99430203,0.0010242959,0.00015464345,0.0009684394,0.0016773116,0.001873304],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0025329161,0.0005885486,0.0015109323,0.0012974469,0.00093570794,0.00011010627,0.00033592072,0.0019438125,0.000012646783],"category_scores_gemma":[0.0011034864,0.0005967973,0.0002920039,0.0012029512,0.00057529396,0.00011904714,0.000020855363,0.004131842,0.00023440085],"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":[0.0009378105,0.0002550609,0.000027259333,0.0018700868,0.000025800375,0.00037350928,0.013141804,0.0000095431715,0.000011139364,0.000058148198,0.9311158,0.05217403],"study_design_scores_gemma":[0.0010022352,0.00085150095,0.00013214718,0.045305114,0.00006878674,0.00029339414,0.005196692,0.000053288448,0.000014783237,0.00017564339,0.94640076,0.00050563563],"about_ca_topic_score_codex":0.0008553382,"about_ca_topic_score_gemma":0.000006059625,"teacher_disagreement_score":0.051668394,"about_ca_system_score_codex":0.0063174716,"about_ca_system_score_gemma":0.0052132546,"threshold_uncertainty_score":0.99964833},"labels":[],"label_agreement":null},{"id":"W2091727097","doi":"10.2147/lra.s38789","title":"Survey of international regional anesthesia fellowship directors","year":2013,"lang":"en","type":"article","venue":"Local and Regional Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Formative assessment; Scope (computer science); Curriculum; Medical education; Medicine; Psychology; Pedagogy","score_opus":0.03162750788632543,"score_gpt":0.26679483552255,"score_spread":0.23516732763622458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091727097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683861,0.0011898763,0.000050173247,0.029646281,0.000036353467,0.0002253292,9.883634e-7,0.000039105485,0.0004257732],"genre_scores_gemma":[0.9894937,0.0003418427,0.0001476264,0.008174221,0.00010650597,0.00001935532,0.000113582406,0.000016877217,0.001586281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843585,0.00010049625,0.00038147098,0.0002876434,0.00046802673,0.00032651646],"domain_scores_gemma":[0.998762,0.00024127035,0.00011162954,0.00016190791,0.00032565804,0.00039749377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033493625,0.00018698181,0.00039402788,0.000114906725,0.00006697038,0.000013652591,0.00010807983,0.00015724575,0.00019363056],"category_scores_gemma":[0.0000339458,0.00013590013,0.000115852956,0.00020660293,0.00041250957,0.000094432275,0.000011696032,0.00015317666,0.00006313778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077620277,0.00039623168,0.90879226,0.00016028568,0.00007544456,0.00035056818,0.000104241604,0.000004935747,0.00011676617,0.0019209086,0.06867607,0.018626109],"study_design_scores_gemma":[0.00050933816,0.00014352407,0.9297631,0.00010741929,0.000014806756,0.0025961567,0.0000574403,0.00063003215,0.00003557198,0.00026249353,0.06574246,0.00013766892],"about_ca_topic_score_codex":0.0034849665,"about_ca_topic_score_gemma":0.000037773447,"teacher_disagreement_score":0.021472061,"about_ca_system_score_codex":0.000035016863,"about_ca_system_score_gemma":0.00015407288,"threshold_uncertainty_score":0.5541846},"labels":[],"label_agreement":null},{"id":"W2092256712","doi":"10.1016/j.jss.2015.04.020","title":"Recommendations for including surgery on the public health agenda","year":2015,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Psychological intervention; Public health; Global health; Politics; Health care; Political science; Charisma; Public relations; Medicine; Nursing","score_opus":0.7679010134889229,"score_gpt":0.5692938464392996,"score_spread":0.19860716704962333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092256712","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":[0.14855699,0.0011828416,0.0000972785,0.84538436,0.0006758922,0.0003768013,0.000010640851,0.000009601832,0.0037056005],"genre_scores_gemma":[0.9915795,0.002067332,0.0003134637,0.004392561,0.0009682534,0.000018014469,0.000011241582,0.000016370112,0.0006333012],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961773,0.0008384341,0.00072350266,0.00011920126,0.0013308094,0.0008107576],"domain_scores_gemma":[0.9872152,0.009373536,0.0002175452,0.00019404013,0.0016610968,0.0013385857],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037337836,0.00007978363,0.0004178619,0.00048433058,0.00034818065,0.0000558308,0.00014198101,0.0000686091,0.00015018732],"category_scores_gemma":[0.009612622,0.0000445536,0.0002415633,0.00070077373,0.00009688783,0.000106837375,0.00005356244,0.0008869465,0.000039753024],"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":[0.0008073096,0.0002652377,0.002585475,0.00005517888,0.00003031789,0.0001604144,0.00012986753,5.491087e-7,0.0000024417016,0.0049026557,0.94093245,0.05012813],"study_design_scores_gemma":[0.0007724703,0.0006992918,0.00060816633,0.00019946191,0.000002679452,0.0004134469,0.0007273989,0.00005075348,0.000014982452,0.0012353555,0.995238,0.000037990558],"about_ca_topic_score_codex":0.00002447683,"about_ca_topic_score_gemma":0.0000037217608,"teacher_disagreement_score":0.84302247,"about_ca_system_score_codex":0.0005368346,"about_ca_system_score_gemma":0.0039685657,"threshold_uncertainty_score":0.9987298},"labels":[],"label_agreement":null},{"id":"W2093305553","doi":"10.1038/nm0114-12","title":"Partnering with local scientists should be mandatory","year":2014,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Sinai Hospital; York University; University of Toronto","funders":"","keywords":"Political science; Public relations; Public administration; Business","score_opus":0.019276415509482465,"score_gpt":0.33567470955436574,"score_spread":0.3163982940448833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093305553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7742579,0.0079066735,0.013401202,0.07661566,0.0040028314,0.0008614271,0.000009658091,0.00046135753,0.1224833],"genre_scores_gemma":[0.9674196,0.00003357696,0.00031370315,0.02998011,0.00089571316,0.0000075767025,0.000046166522,0.00001983404,0.0012836865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813354,0.000037809634,0.00023331896,0.00032530993,0.00077452476,0.00049549725],"domain_scores_gemma":[0.99873835,0.000112717324,0.0000594589,0.00035688718,0.000153806,0.00057876226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008825017,0.00017399927,0.00042198232,0.00014992953,0.000102190876,0.000005174204,0.00008500172,0.0002645616,0.00023505918],"category_scores_gemma":[0.00034594713,0.000103418126,0.000038025886,0.00036783304,0.00035820395,0.00004521654,0.000023800316,0.00083781476,0.000025325819],"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":[0.0028005065,0.0003704752,0.12459286,0.0020693857,0.000151454,0.0014898828,0.0006127178,0.000017390943,0.0030776886,0.023304138,0.6617127,0.17980082],"study_design_scores_gemma":[0.0030781166,0.00084666937,0.054551408,0.00075865583,0.00009109277,0.00045891298,0.000109468674,0.00059787754,0.00065646996,0.00009207543,0.93859774,0.00016148388],"about_ca_topic_score_codex":0.000037204343,"about_ca_topic_score_gemma":0.00004731034,"teacher_disagreement_score":0.2768851,"about_ca_system_score_codex":0.00007480415,"about_ca_system_score_gemma":0.00012873947,"threshold_uncertainty_score":0.42172688},"labels":[],"label_agreement":null},{"id":"W2094642875","doi":"10.1371/journal.pmed.0040273","title":"Grand Challenges in Global Health: Community Engagement in Research in Developing Countries","year":2007,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":419,"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; U.S. Department of Health and Human Services; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; University of Toronto","keywords":"Community engagement; Developing country; Conceptual framework; Key (lock); Public relations; Sociology; Medicine; Political science; Computer science; Social science; Economic growth","score_opus":0.5055218021954148,"score_gpt":0.5015980305509028,"score_spread":0.003923771644511964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094642875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8489605,0.021926694,0.000015210762,0.116953805,0.00020182224,0.00084502465,0.00000292685,0.0000305145,0.011063484],"genre_scores_gemma":[0.9680358,0.025756769,0.0001650293,0.0058206636,0.00014472641,0.00002889152,0.000021760066,0.000010462283,0.000015892145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99569076,0.0011052666,0.0009071341,0.00024981963,0.0008764344,0.0011705654],"domain_scores_gemma":[0.9976448,0.001458484,0.00006803587,0.00033603943,0.00014413953,0.00034851398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02408896,0.00015681717,0.0006903637,0.00070022704,0.00014107705,0.0000036383244,0.0001397849,0.00012553253,0.000028211505],"category_scores_gemma":[0.0013602898,0.00013148952,0.00001780351,0.0012197152,0.00022386771,0.00005408804,0.00008573982,0.0013730396,0.000016287158],"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":[0.0021487207,0.0012062668,0.89053184,0.0052130246,0.000024356159,0.0013828549,0.019659095,0.0000017833107,0.000014603232,0.011699659,0.0032109898,0.06490679],"study_design_scores_gemma":[0.004833303,0.0005992395,0.94562316,0.0066358116,0.0000036176948,0.000030197685,0.010115643,0.000020544006,0.00002443829,0.0017174511,0.030283563,0.0001130394],"about_ca_topic_score_codex":0.008134138,"about_ca_topic_score_gemma":0.05323589,"teacher_disagreement_score":0.11907528,"about_ca_system_score_codex":0.0018191929,"about_ca_system_score_gemma":0.0007632229,"threshold_uncertainty_score":0.9984708},"labels":[],"label_agreement":null},{"id":"W2094692910","doi":"10.1503/cmaj.1031006","title":"Relation between randomized controlled trials published in leading general medical journals and the global burden of disease","year":2004,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Medicine; Randomized controlled trial; Global health; MEDLINE; Clinical trial; Disease burden; Disease; Population; Family medicine; Alternative medicine; Quality-adjusted life year; Gerontology; Public health; Environmental health; Cost effectiveness; Surgery; Pathology","score_opus":0.03377865896079393,"score_gpt":0.36934305365992903,"score_spread":0.3355643946991351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094692910","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":[0.00034989064,0.9414574,0.000053047694,0.053275745,0.0013506958,0.0024778312,0.00008629259,0.000009507582,0.00093957566],"genre_scores_gemma":[0.002215132,0.99024373,0.000027940501,0.0020815167,0.0050411755,0.00008285915,0.00010099291,0.000024333085,0.00018231507],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9773082,0.010150325,0.0069935685,0.00030669212,0.0043325503,0.0009086333],"domain_scores_gemma":[0.97185767,0.01452605,0.005061598,0.00022266821,0.0007625754,0.0075694364],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.113171354,0.00041664243,0.013937882,0.0007248702,0.00021941529,0.00018969738,0.0003271407,0.0016525346,0.0022563797],"category_scores_gemma":[0.30626166,0.00021814156,0.0026810544,0.0007478456,0.0002826408,0.00015843459,0.000031909174,0.003064769,0.000015121382],"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":[0.024028154,0.00006943818,0.010415495,0.0046795956,0.005062604,0.0017513095,0.00020628354,0.0000054879815,2.9498644e-9,0.004539925,0.016544465,0.93269724],"study_design_scores_gemma":[0.47612306,0.000041244748,0.0012790681,0.04810474,0.006703435,0.0007655969,0.000050561932,0.00022563076,3.358205e-9,0.0038370148,0.46254075,0.00032889118],"about_ca_topic_score_codex":0.0046432456,"about_ca_topic_score_gemma":0.0017444278,"teacher_disagreement_score":0.93236834,"about_ca_system_score_codex":0.0037815995,"about_ca_system_score_gemma":0.04710317,"threshold_uncertainty_score":0.9996435},"labels":[],"label_agreement":null},{"id":"W2094753209","doi":"10.1016/j.socscimed.2014.05.006","title":"Did we do good? NGOs, conflicts of interest and the evaluation of short-term medical missions in Sololá, Guatemala","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ethnography; Public relations; Term (time); Participant observation; Perception; Residence; Limiting; Sociology; Psychology; Political science; Social science; Engineering","score_opus":0.11674152327312427,"score_gpt":0.43458728377714956,"score_spread":0.3178457605040253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094753209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627922,0.0008020692,0.000021923115,0.024239315,0.00037173432,0.00041642287,0.0000014740996,0.000007683614,0.011347161],"genre_scores_gemma":[0.9987346,0.00022933673,0.0000046525124,0.0007442086,0.00024513903,0.00001151991,0.0000032591922,0.0000040403256,0.000023272056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970079,0.00027552733,0.00057534716,0.0002224101,0.0015878543,0.00033096355],"domain_scores_gemma":[0.9985119,0.00043896,0.00014843848,0.00017701118,0.00036770868,0.00035597265],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013836403,0.00009785054,0.0005107181,0.00015182226,0.00012954176,0.0000038450803,0.00018952272,0.000106275176,0.00017757143],"category_scores_gemma":[0.0066393595,0.000053593016,0.000042357507,0.0006204799,0.0037074857,0.00005404472,0.000058815593,0.00021768989,0.0000010915862],"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":[0.00095704617,0.00041136134,0.36889613,0.00065603544,0.000033738357,0.000016311293,0.04609026,8.8788374e-7,0.013738161,0.07606103,0.0027865637,0.49035248],"study_design_scores_gemma":[0.013505153,0.00081361324,0.95798284,0.003848396,0.000303228,0.00006321657,0.005711841,0.0053750533,0.0008817196,0.006723356,0.0045751086,0.00021646074],"about_ca_topic_score_codex":0.0003226096,"about_ca_topic_score_gemma":0.00012592532,"teacher_disagreement_score":0.5890867,"about_ca_system_score_codex":0.000066804074,"about_ca_system_score_gemma":0.0006531889,"threshold_uncertainty_score":0.9990038},"labels":[],"label_agreement":null},{"id":"W2094985733","doi":"10.1016/j.aogh.2014.08.133","title":"Global health influences internationalization priorities at Canadian universities","year":2014,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Internationalization; Business; International trade","score_opus":0.029868227615098837,"score_gpt":0.38344881007385784,"score_spread":0.353580582458759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094985733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8736201,0.005072806,0.00021910587,0.0942346,0.0007509218,0.0004522094,0.00080780545,0.00008570266,0.024756763],"genre_scores_gemma":[0.9486707,0.0011254129,0.00016648136,0.049523536,0.00012774594,0.0000020355328,0.00013458126,0.0000056525014,0.00024388543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977694,0.00016199939,0.0005497747,0.00024733544,0.00047404118,0.0007974603],"domain_scores_gemma":[0.9977261,0.000043644086,0.00029249254,0.00021087642,0.00040148897,0.0013254201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076690596,0.00016063805,0.0004767633,0.00009266928,0.00027124697,0.00001282237,0.00012647168,0.00009053412,0.00006309444],"category_scores_gemma":[0.00009556142,0.00016181271,0.00010125354,0.0004420129,0.00013189639,0.00013452703,0.000039638177,0.00006554456,0.000030604184],"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":[0.0003026777,0.000076624514,0.60864073,0.0008298049,0.000053161988,0.000012400292,0.00026293853,0.00005011381,1.9203328e-7,0.20222582,0.15770364,0.029841876],"study_design_scores_gemma":[0.00046969877,0.0007282404,0.82436734,0.00038655882,0.000005610558,0.00007019829,0.00048663522,0.00016541044,0.000002671097,0.0031169474,0.17008236,0.000118342876],"about_ca_topic_score_codex":0.43854937,"about_ca_topic_score_gemma":0.3433572,"teacher_disagreement_score":0.21572657,"about_ca_system_score_codex":0.0026064164,"about_ca_system_score_gemma":0.008505923,"threshold_uncertainty_score":0.99711496},"labels":[],"label_agreement":null},{"id":"W2095435617","doi":"10.1016/j.aogh.2015.02.585","title":"The global health initiative and ACCESS Uganda partnership program: Developing health seminars for community health workers and evaluating nutritional knowledge and education practices in rural Uganda","year":2015,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Community health workers; Economic growth; Rural health; Health education; Developing country; Community health; Environmental health; Medicine; Political science; Nursing; Health care; Health services; Public health; Population","score_opus":0.34821356902235534,"score_gpt":0.5883155616844828,"score_spread":0.2401019926621275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095435617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6928525,0.117420256,0.000052371008,0.18531641,0.00027678034,0.0034764933,0.00020518662,0.00005097198,0.0003490098],"genre_scores_gemma":[0.94747466,0.021239523,0.004468098,0.02610769,0.00016632266,0.000236008,0.0002796979,0.00001795893,0.000010066351],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99446833,0.0020200908,0.0013267688,0.00040759202,0.00049823243,0.0012790051],"domain_scores_gemma":[0.9944542,0.0010462941,0.0017339991,0.00027217506,0.00078863907,0.001704692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012563097,0.0003166168,0.00097460044,0.00009161444,0.0011726364,0.00011662289,0.00016573131,0.0001213467,5.712675e-7],"category_scores_gemma":[0.0019625602,0.00026747776,0.00005883765,0.00080567657,0.0003385894,0.00042130632,0.0001559123,0.00044366464,5.014451e-7],"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":[0.0017229012,0.0006585268,0.43542868,0.0037339595,0.000038244965,6.216611e-7,0.0022153992,8.731575e-7,2.6981965e-8,0.0038720884,0.034727532,0.51760113],"study_design_scores_gemma":[0.004018163,0.0073038484,0.9175419,0.0064166207,0.000015088355,0.00020797676,0.025552219,0.000370657,0.0000012580566,0.018567866,0.019709148,0.00029523377],"about_ca_topic_score_codex":0.019337222,"about_ca_topic_score_gemma":0.022638058,"teacher_disagreement_score":0.5173059,"about_ca_system_score_codex":0.0016025387,"about_ca_system_score_gemma":0.029847795,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W2095477195","doi":"10.1186/1478-4505-8-21","title":"Capacity development for health research in Africa: experiences managing the African Doctoral Dissertation Research Fellowship Program","year":2010,"lang":"en","type":"editorial","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":26,"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":"William and Flora Hewlett Foundation; International Development Research Centre; Rockefeller Foundation; Ford Foundation","keywords":"Health services research; Capacity building; Health administration; Capacity development; Public health; Program evaluation; Political science; Health policy; Research program; Medicine; Public relations; Medical education; Economic growth; Nursing; Public administration; Environmental resource management","score_opus":0.5428109663494194,"score_gpt":0.5975218992792295,"score_spread":0.05471093292981011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095477195","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":[0.1700401,0.04407214,0.000036070334,0.23163235,0.45743066,0.08448844,0.00053258194,0.00049719383,0.011270456],"genre_scores_gemma":[0.558397,0.0044556106,0.0005144436,0.0002871901,0.40018305,0.029993279,0.0005267677,0.00017075753,0.0054719183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96994424,0.011033101,0.0020728526,0.0014570145,0.008161878,0.0073309215],"domain_scores_gemma":[0.97188,0.019280156,0.0003992026,0.0011369919,0.004199926,0.003103692],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14635697,0.00046496993,0.0014955522,0.0034990243,0.004598297,0.0006549631,0.00078145164,0.001065482,0.0000051911697],"category_scores_gemma":[0.019811446,0.00032823105,0.00011953212,0.0044540963,0.0015412591,0.0001576003,0.00030307376,0.009572014,0.00002250333],"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":true,"study_design_scores_codex":[0.0011867275,0.00043324346,0.00032060148,0.018599838,0.000029448074,0.00002659469,0.06098674,5.1432403e-7,0.0000030924139,0.0024342951,0.8791187,0.036860235],"study_design_scores_gemma":[0.00088968314,0.0020543982,0.00092870434,0.0032390906,0.0000017206893,0.000012188218,0.043681778,0.00027157337,0.0000028368372,0.0005167506,0.9481844,0.00021690004],"about_ca_topic_score_codex":0.0879125,"about_ca_topic_score_gemma":0.016261207,"teacher_disagreement_score":0.3883569,"about_ca_system_score_codex":0.0045096492,"about_ca_system_score_gemma":0.036361855,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W2095571528","doi":"10.1186/1472-6920-11-46","title":"Developing a curriculum framework for global health in family medicine: emerging principles, competencies, and educational approaches","year":2011,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":100,"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; Hamilton Medical Research Group; Western University; St. Michael's Hospital; NOSM University; Public Health Ontario; Institute of Population and Public Health; University of Toronto; Queen's University; McMaster University","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; McMaster University; University of Ottawa","keywords":"Curriculum; Medical education; MEDLINE; Medicine; Curriculum development; Engineering ethics; Psychology; Pedagogy; Political science; Engineering","score_opus":0.15864803917680134,"score_gpt":0.40454868424831464,"score_spread":0.2459006450715133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095571528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7004257,0.026437523,0.1306341,0.12526561,0.0053795846,0.0032602125,0.00001505557,0.00013079334,0.008451417],"genre_scores_gemma":[0.55169755,0.0013612434,0.4169269,0.027499426,0.0015245195,0.0004386538,0.00039211378,0.000027401398,0.00013219554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997994,0.00009913079,0.00064736867,0.0003589826,0.00041892595,0.00048155853],"domain_scores_gemma":[0.9984163,0.00031368932,0.00016911086,0.00017569431,0.00012485552,0.0008003537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013084266,0.00016015912,0.00039330084,0.0001229704,0.00010958524,0.0000062345075,0.000085365136,0.00017209021,0.00009688459],"category_scores_gemma":[0.005092879,0.00013418902,0.0000407542,0.00042996704,0.00014957647,0.00006328593,0.000032898133,0.00022018109,0.0000051848915],"study_design_candidate":"observational","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":[0.0000735385,0.0004962578,0.35267973,0.0012209434,0.000009364004,7.930505e-7,0.001100905,2.1655595e-7,1.8919914e-7,0.59036374,0.0048907953,0.049163535],"study_design_scores_gemma":[0.0009213897,0.00015608034,0.91778076,0.002918724,0.000018888764,0.00012083593,0.005121526,0.0011412972,5.801793e-7,0.052860677,0.018778363,0.0001808973],"about_ca_topic_score_codex":0.0013579199,"about_ca_topic_score_gemma":0.0005725002,"teacher_disagreement_score":0.565101,"about_ca_system_score_codex":0.00053195044,"about_ca_system_score_gemma":0.0195649,"threshold_uncertainty_score":0.98599327},"labels":[],"label_agreement":null},{"id":"W2096059379","doi":"10.1186/1478-4505-12-11","title":"A practical and systematic approach to organisational capacity strengthening for research in the health sector in Africa","year":2014,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"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":"Department for International Development; Department for International Development, UK Government; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Capacity building; Process management; Psychological intervention; Variety (cybernetics); Sustainability; Process (computing); Health services research; Health administration; Systematic review; Management science; Business; Risk analysis (engineering); Health care; Medicine; Economics; Computer science; Economic growth; Political science; Nursing; MEDLINE","score_opus":0.7857128476942594,"score_gpt":0.6168763443842732,"score_spread":0.16883650330998623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096059379","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":[0.00008602325,0.95592785,0.00013812461,0.019170156,0.000099747864,0.023298196,0.00013822473,0.000018854063,0.0011228004],"genre_scores_gemma":[0.009483414,0.97963005,0.0007340135,0.0010536975,0.0013342195,0.007390005,0.0000848433,0.00007181798,0.0002179069],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97123826,0.020662837,0.0022312661,0.0008258947,0.0021739446,0.0028677888],"domain_scores_gemma":[0.9754294,0.02145584,0.0003562151,0.0006429262,0.00046379596,0.0016518106],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11290536,0.00033541347,0.003229715,0.002463025,0.0007024353,0.00019773327,0.0002349016,0.00039101017,0.0000010246747],"category_scores_gemma":[0.017782798,0.00020828785,0.00010735659,0.0026115878,0.00021423154,0.00006083289,0.00012341182,0.0025536513,0.000014020206],"study_design_candidate":"systematic_review","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":[0.000084193256,0.00021143978,0.000030777996,0.9148435,0.000022715432,0.000008813247,0.0049762377,3.1228814e-7,1.4173823e-8,0.055904005,0.012697376,0.011220587],"study_design_scores_gemma":[0.00081555283,0.0014898098,0.00011309878,0.17909095,0.000015870028,0.0009641634,0.005243636,0.00089300657,4.234807e-9,0.00036040373,0.81080014,0.00021338034],"about_ca_topic_score_codex":0.011003324,"about_ca_topic_score_gemma":0.00037309236,"teacher_disagreement_score":0.79810274,"about_ca_system_score_codex":0.0023476975,"about_ca_system_score_gemma":0.01677901,"threshold_uncertainty_score":0.9997475},"labels":[],"label_agreement":null},{"id":"W2096551766","doi":"10.1111/anae.13276","title":"The World Health Organization safe surgery checklist as a catalyst for system improvement","year":2015,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Global Health and Surgery","field":"Medicine","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; Medicine; Coaching; Referral; Medical education; Nursing; Medical emergency; Psychology","score_opus":0.02006986658430023,"score_gpt":0.2822976898107866,"score_spread":0.2622278232264864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096551766","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":[0.001391219,0.0029317697,0.000048217265,0.989815,0.0013568539,0.0023845425,0.000074574156,0.00019758829,0.00180026],"genre_scores_gemma":[0.011347513,0.00044966672,0.00009087947,0.954594,0.004578192,0.00027749556,0.0048390636,0.00018119492,0.023641974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966348,0.00013701187,0.0009693469,0.00049978885,0.00069789105,0.0010611967],"domain_scores_gemma":[0.9970608,0.00039060693,0.000636839,0.00083342113,0.0006479452,0.0004304339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002008996,0.00039268774,0.0010453362,0.00024585307,0.0004601852,0.00008034467,0.00018862376,0.00038222838,0.000013136417],"category_scores_gemma":[0.00042896278,0.00027382263,0.00025582092,0.0006403302,0.000068340116,0.000047877646,0.00003105151,0.00064598606,0.00019923446],"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":[0.0000798648,0.000023093495,0.0009732164,0.002011998,0.00006161826,0.00019188656,0.00003221603,1.1441642e-7,5.8246184e-7,0.00024976267,0.9830938,0.013281878],"study_design_scores_gemma":[0.0003271402,0.00023549401,0.00042469392,0.00061801664,0.00009893963,0.000120532175,0.000108602275,0.000012779005,0.000016200163,0.000030939107,0.9977785,0.00022817723],"about_ca_topic_score_codex":0.0019113318,"about_ca_topic_score_gemma":0.00034291713,"teacher_disagreement_score":0.03522095,"about_ca_system_score_codex":0.0013758224,"about_ca_system_score_gemma":0.00398805,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W2097284181","doi":"10.1186/1472-6939-15-84","title":"Community engagement and the human infrastructure of global health research","year":2014,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, Johns Hopkins University; Bill and Melinda Gates Foundation; Johns Hopkins University; Center for AIDS Research, University of Washington; Greenwall Foundation","keywords":"Stakeholder engagement; Philosophy of medicine; Stakeholder; Research ethics; CLARITY; Public relations; Engineering ethics; Context (archaeology); Legitimacy; Community engagement; Sociology; Value (mathematics); Political science; Politics; Knowledge management; Medicine","score_opus":0.2831248552332,"score_gpt":0.5169205698867461,"score_spread":0.23379571465354604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097284181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88678783,0.0011063494,0.002131049,0.09879066,0.0002955376,0.00061453023,0.000011163883,0.00004006356,0.010222815],"genre_scores_gemma":[0.9810216,0.0006633334,0.00049889757,0.017599681,0.00016027581,0.000007258939,0.000011813448,0.0000050410586,0.000032115695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9870965,0.010011573,0.00043169223,0.0001198341,0.0019218797,0.0004185434],"domain_scores_gemma":[0.97899073,0.019035788,0.00010845744,0.0005784124,0.00036948614,0.00091709936],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06093959,0.00008285307,0.00037429287,0.000027434455,0.0007538696,0.000008024143,0.00019989749,0.00035415724,0.0000917324],"category_scores_gemma":[0.068631925,0.000048397393,0.000050701554,0.00022434452,0.001807576,0.000012133103,0.00024999486,0.0047365297,0.000004246811],"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":[0.0005953274,0.00025048538,0.116522945,0.00863537,0.000035323184,0.000005164021,0.0053922776,0.0000018461117,0.0000040959103,0.8049921,0.04308068,0.0204844],"study_design_scores_gemma":[0.008106363,0.0010822322,0.8159089,0.002356833,0.00003109469,0.00009049183,0.004453651,0.00067214575,0.000008010862,0.12479623,0.042361032,0.00013298447],"about_ca_topic_score_codex":0.0028639294,"about_ca_topic_score_gemma":0.005882011,"teacher_disagreement_score":0.699386,"about_ca_system_score_codex":0.00010381831,"about_ca_system_score_gemma":0.0054724584,"threshold_uncertainty_score":0.9975596},"labels":[],"label_agreement":null},{"id":"W2098140538","doi":"10.1007/s11673-014-9594-4","title":"Helping or Hindering? Some Ethical Implications of Global Health Work","year":2015,"lang":"en","type":"letter","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto General Hospital","funders":"","keywords":"Medical law; Work (physics); Engineering ethics; Environmental ethics; Bioethics; Psychology; Political science; Medicine; Law; Engineering","score_opus":0.18066909544507176,"score_gpt":0.4543550145825593,"score_spread":0.2736859191374875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098140538","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":[0.004832223,0.004526722,0.00083852763,0.9860338,0.0031565158,0.00033434492,0.00007718174,0.00003555565,0.00016511278],"genre_scores_gemma":[0.019857591,0.00090949045,0.00238741,0.9623945,0.014214539,0.0000055571586,0.00005550041,0.000047214435,0.00012822493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938523,0.00056896603,0.0025754715,0.00036609956,0.0016663858,0.0009707475],"domain_scores_gemma":[0.99399805,0.0008738385,0.0019638615,0.00057737884,0.0013362342,0.0012506417],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0039821696,0.00040357964,0.0020788934,0.00024894555,0.00010982217,0.000031437245,0.0004142762,0.0042427415,0.000079900674],"category_scores_gemma":[0.0024825297,0.00028583355,0.00065582973,0.00073622685,0.0008033866,0.00009594082,0.00013378354,0.012827245,0.000029719084],"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":[0.0010087385,0.00014299058,0.0017377287,0.0012679584,0.00017564229,0.00067980046,0.00021563207,0.0000020850632,0.0000061768637,0.00054153695,0.9894138,0.004807898],"study_design_scores_gemma":[0.0019278934,0.0025739323,0.0113806715,0.005033538,0.00027929922,0.004110704,0.0002266984,0.0000041810526,0.00000943921,0.0074572433,0.96658915,0.00040724166],"about_ca_topic_score_codex":0.000079211895,"about_ca_topic_score_gemma":0.000008879143,"teacher_disagreement_score":0.023639344,"about_ca_system_score_codex":0.0013347471,"about_ca_system_score_gemma":0.009409308,"threshold_uncertainty_score":0.9999594},"labels":[],"label_agreement":null},{"id":"W2098454228","doi":"10.1186/1478-4491-12-s1-s5","title":"A qualitative analysis of health professionals’ job descriptions for surgical service delivery in Uganda","year":2014,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Institutes of Health Research; International Development Research Centre; Government of Canada","keywords":"Mandate; Scope of practice; Medicine; Service delivery framework; Health care; Nursing; Health administration; Service (business); Health services research; Scope (computer science); Human resources; Medical education; Public health; Business; Marketing; Management; Computer science","score_opus":0.09817481318670944,"score_gpt":0.46330661281893976,"score_spread":0.3651317996322303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098454228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796893,0.0011195466,0.0008776316,0.016146936,0.0000805527,0.0015862703,0.00024699362,0.000037971888,0.00021480903],"genre_scores_gemma":[0.9873434,0.00005505425,0.0011132349,0.010398472,0.00009844695,0.00022929366,0.0004352848,0.000022388478,0.00030445118],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966332,0.00068289327,0.0012416688,0.00036631458,0.00032931572,0.00074662693],"domain_scores_gemma":[0.9972718,0.0011328091,0.0005001596,0.00028571588,0.00032666535,0.0004828562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050795847,0.00017004086,0.0012467722,0.00066653715,0.00039651684,0.000007575201,0.0000980302,0.0001089174,0.000031651445],"category_scores_gemma":[0.0002030378,0.0001458207,0.0003068215,0.0009559874,0.000057439443,0.00004304338,0.000024520803,0.00017681115,0.0000022089462],"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":[0.016239911,0.0073854146,0.30804044,0.055857956,0.002627334,0.000014100611,0.4191161,0.0010256676,0.00007693368,0.054726366,0.0866187,0.048271067],"study_design_scores_gemma":[0.020062406,0.00662788,0.49632514,0.0033186958,0.0006316753,0.000017611006,0.056887742,0.023485616,0.000009840607,0.0032263878,0.3886857,0.00072131434],"about_ca_topic_score_codex":0.0033432113,"about_ca_topic_score_gemma":0.0068249647,"teacher_disagreement_score":0.36222836,"about_ca_system_score_codex":0.00026161625,"about_ca_system_score_gemma":0.00059425615,"threshold_uncertainty_score":0.59463954},"labels":[],"label_agreement":null},{"id":"W2099438821","doi":"10.1016/j.jamcollsurg.2010.04.019","title":"American College of Surgeons International Scholarship Programs: 40-Year History of Support for International Surgical Education","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Scholarship; Classics; General surgery; Law","score_opus":0.019732705850411855,"score_gpt":0.3136449429150592,"score_spread":0.2939122370646473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099438821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982306,0.00008895413,0.000020530173,0.0069462233,0.0063726767,0.0005034741,0.00093897793,0.00001070499,0.0028124787],"genre_scores_gemma":[0.99346596,0.00015005893,0.0029809133,0.00032613942,0.0003105017,0.000018658955,0.00003071131,0.00003022958,0.002686815],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966227,0.00015367636,0.0015873497,0.00020745551,0.0010550574,0.00037375584],"domain_scores_gemma":[0.9923598,0.00069485273,0.0032701858,0.00040590766,0.0028828634,0.00038637756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019328684,0.00020987882,0.0010983646,0.00059556525,0.0000517904,0.000004273547,0.00058093126,0.000079081336,0.00024282045],"category_scores_gemma":[0.0019661402,0.00016407606,0.000847987,0.0006607416,0.0011272887,0.00016734692,0.000088852605,0.0005624096,0.0000017653966],"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":[0.0068022655,0.0030990497,0.8560292,0.00019039071,0.0006168776,0.00006876173,0.0001287742,0.000004999696,0.003299825,0.003863333,0.11376988,0.012126604],"study_design_scores_gemma":[0.0022556728,0.0013154063,0.31901532,0.00039542143,0.00025247925,0.0011391407,0.0018847611,0.0000583286,0.0009306433,0.00030097287,0.67222005,0.00023177847],"about_ca_topic_score_codex":0.00042717153,"about_ca_topic_score_gemma":0.00015466612,"teacher_disagreement_score":0.55845016,"about_ca_system_score_codex":0.0004364315,"about_ca_system_score_gemma":0.0055312254,"threshold_uncertainty_score":0.9812156},"labels":[],"label_agreement":null},{"id":"W2099861692","doi":"10.5737/1181912x2028083","title":"Schering Lectureship 2008: The clinical nurse specialist as nurse navigator: Ordinary role presents extraordinary experience","year":2010,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Lakeridge Health","funders":"","keywords":"Nursing; Health professionals; Clinical nurse specialist; Medicine; Psychology; Health care; Political science","score_opus":0.03367617973507006,"score_gpt":0.41757312978148975,"score_spread":0.38389695004641966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099861692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8946501,0.002326907,0.000016538257,0.03425429,0.012469726,0.00038326767,0.000008871662,0.000039700302,0.055850595],"genre_scores_gemma":[0.98608303,0.00011213605,0.0005661187,0.0067670913,0.005572269,0.000014773104,0.000010619358,0.00004585741,0.0008280815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650896,0.00041998088,0.00080463383,0.00040921435,0.00039493677,0.0014622958],"domain_scores_gemma":[0.9948391,0.00033020583,0.00020330767,0.0005217968,0.0002469932,0.003858613],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015344641,0.00028421715,0.00057831116,0.00023724955,0.0012193767,0.00009446698,0.00045273374,0.00065269973,0.0012108055],"category_scores_gemma":[0.0011365013,0.00022309207,0.00028150005,0.00033116475,0.0012269532,0.00018205024,0.000013052146,0.003658518,0.00015047107],"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":[0.0014036475,0.0006207887,0.17325631,0.0000188511,0.00009364236,0.009525948,0.0037909313,0.000005991546,0.0013022387,0.00084843,0.4197682,0.38936502],"study_design_scores_gemma":[0.001711605,0.00094998215,0.1859219,0.00059604854,0.00012348012,0.032373145,0.005111833,0.00017218312,0.00007817425,0.001363082,0.77128357,0.00031498674],"about_ca_topic_score_codex":0.005779886,"about_ca_topic_score_gemma":0.01102456,"teacher_disagreement_score":0.38905004,"about_ca_system_score_codex":0.0016487314,"about_ca_system_score_gemma":0.011513411,"threshold_uncertainty_score":0.9997022},"labels":[],"label_agreement":null},{"id":"W2100224201","doi":"10.1016/j.jpeds.2011.07.034","title":"Brief Overview of United States Involvement in Global Health Training since World War II","year":2011,"lang":"en","type":"editorial","venue":"The Journal of Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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":"Scopus; Medicine; Workforce; Global health; Developing country; World War II; Quarter (Canadian coin); Medical education; Family medicine; Political science; Economic growth; MEDLINE; Public health; Law; Nursing; History","score_opus":0.05915549038174298,"score_gpt":0.3539557278109192,"score_spread":0.2948002374291762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100224201","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":[0.057789885,0.15606456,0.000083841995,0.0045497096,0.7792678,0.000874306,0.0007972077,0.000028433693,0.0005443026],"genre_scores_gemma":[0.009190698,0.3621236,0.00059921405,0.0034921106,0.62389624,0.00000271821,0.00035404117,0.00006380592,0.00027755156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950513,0.0004267412,0.002092151,0.00015818163,0.0015657871,0.000705825],"domain_scores_gemma":[0.9944743,0.0012315356,0.0025638742,0.000320623,0.0008692078,0.00054049253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061166836,0.00031108552,0.0013866447,0.00065112155,0.00009969329,0.000006111969,0.0003828369,0.0002932005,0.000026768937],"category_scores_gemma":[0.0014290933,0.00021315947,0.00023529671,0.0017305756,0.00008435079,0.0000752632,0.000113906855,0.0015798266,0.0000023226798],"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":[0.0010012045,0.0002865674,0.001981919,0.0028675278,0.000029393706,0.000074698546,0.0022884952,0.000036287074,1.6079753e-7,0.00006138558,0.9887388,0.0026336128],"study_design_scores_gemma":[0.00272987,0.0020655433,0.0020164861,0.0018878708,0.0004966882,0.000044202672,0.0012049602,0.000014139426,0.0000010471788,0.00082500686,0.98848915,0.00022503769],"about_ca_topic_score_codex":0.0028970425,"about_ca_topic_score_gemma":0.0009426468,"teacher_disagreement_score":0.20605907,"about_ca_system_score_codex":0.0009243065,"about_ca_system_score_gemma":0.006442759,"threshold_uncertainty_score":0.9991898},"labels":[],"label_agreement":null},{"id":"W2102032862","doi":"10.1136/jech.2005.041947","title":"Ethics and governance of global health inequalities: Figure 1","year":2006,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":200,"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 on Drug Abuse; National Institutes of Health; McMaster University; Yale University","keywords":"Global health; Disadvantaged; Health equity; Economic Justice; Flourishing; Global justice; Health policy; Agency (philosophy); Right to health; Inequality; Public relations; Political science; Sociology; Medicine; Human rights; Law; Health care; Social science; Psychology; Social psychology","score_opus":0.13299688090096876,"score_gpt":0.4623146363309339,"score_spread":0.3293177554299651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102032862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7757371,0.04511753,0.001115906,0.1758644,0.00044368586,0.00022480938,0.00011837435,0.000016361086,0.0013618411],"genre_scores_gemma":[0.92598355,0.012923128,0.0051838574,0.05561096,0.0002262223,0.0000010434406,0.000021533817,0.000009193183,0.000040538525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9874241,0.0087010935,0.0027125694,0.00013489036,0.0002854163,0.00074198446],"domain_scores_gemma":[0.98612195,0.009157609,0.0030204533,0.0005274983,0.0004375914,0.00073488324],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033551503,0.00018091133,0.0019112776,0.000060225295,0.000419651,0.0000023798325,0.00019182022,0.00030180113,0.000019663654],"category_scores_gemma":[0.013148894,0.0001460679,0.00019063584,0.0002412351,0.00035468285,0.00007870502,0.000071698116,0.0034328804,0.0000016901583],"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":[0.0006067233,0.0004869641,0.8470642,0.0026906733,0.000053894808,0.000010635408,0.000687865,0.000035684043,0.0000026886753,0.058386035,0.08127334,0.008701292],"study_design_scores_gemma":[0.0012265402,0.0025792518,0.93344027,0.0013569568,0.000017318067,0.0006329984,0.0008949491,0.000030839892,0.0000012215902,0.019836396,0.039901804,0.0000814771],"about_ca_topic_score_codex":0.057830583,"about_ca_topic_score_gemma":0.007298278,"teacher_disagreement_score":0.15024643,"about_ca_system_score_codex":0.00086233835,"about_ca_system_score_gemma":0.0048829867,"threshold_uncertainty_score":0.99886626},"labels":[],"label_agreement":null},{"id":"W2103596778","doi":"10.1111/j.1365-2044.2007.05303.x","title":"The World Federation of Societies of Anaesthesiologists: supporting education in the developing world","year":2007,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia; Island Health","funders":"","keywords":"Medicine; Russian federation; Developing country; Economic growth; Regional science","score_opus":0.07547092079288376,"score_gpt":0.4242910701834248,"score_spread":0.34882014939054107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103596778","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":[0.001615794,0.9921831,0.000008672321,0.0012851153,0.00012843646,0.00095048995,0.0000017585114,0.000013279991,0.0038133578],"genre_scores_gemma":[0.0016301065,0.9955315,0.00045280447,0.0012726609,0.000115309274,0.00006148227,0.00006600492,0.000021314403,0.00084882847],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723446,0.00034241212,0.0014502795,0.0002156273,0.00034025122,0.0004169921],"domain_scores_gemma":[0.9976477,0.0007202577,0.001016434,0.00040189305,0.0001582938,0.000055440796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034171718,0.00024230516,0.0011125226,0.00035456134,0.00016626663,0.000021139245,0.00023972285,0.00015771831,0.0000061385495],"category_scores_gemma":[0.0003169408,0.0001291011,0.00033437958,0.0011279179,0.00017019876,0.00004259974,0.000019165025,0.00039736723,0.0000051557536],"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":[0.000015873598,0.000050137452,0.0017571143,0.0053494517,0.000016953301,0.000007520461,0.00008647661,1.03756214e-7,4.571933e-8,0.006497325,0.0063170283,0.97990197],"study_design_scores_gemma":[0.00006272855,0.00007107929,0.0047088494,0.008943936,0.00011329001,0.000020435671,0.00054701517,0.0000013082307,0.0000023338464,0.00033612328,0.9850763,0.00011658695],"about_ca_topic_score_codex":0.00018526542,"about_ca_topic_score_gemma":0.0011239322,"teacher_disagreement_score":0.9797854,"about_ca_system_score_codex":0.00019648284,"about_ca_system_score_gemma":0.0032851787,"threshold_uncertainty_score":0.5827766},"labels":[],"label_agreement":null},{"id":"W2103876438","doi":"10.1126/scitranslmed.3009422","title":"Implementing Socially Responsible Licensing for Global Health: Beyond Neglected Diseases","year":2014,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Social responsibility; Global health; Business; Public relations; Medicine; Engineering ethics; Environmental health; Public health; Political science; Engineering; Pathology","score_opus":0.02940292032223964,"score_gpt":0.39936810596990413,"score_spread":0.3699651856476645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103876438","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":[0.2633003,0.003927684,0.09992013,0.6014165,0.0029604023,0.0033424278,0.00025908905,0.00046417353,0.024409274],"genre_scores_gemma":[0.975527,0.000019657416,0.011679641,0.011698495,0.0008406498,0.000015397634,0.00012744992,0.000009771867,0.000081974096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971129,0.000063311825,0.0005104546,0.00038796084,0.0009443444,0.0009810359],"domain_scores_gemma":[0.9981067,0.00045731047,0.00012957759,0.00016461739,0.0004534558,0.0006883478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019835422,0.00013831504,0.0003651065,0.00017545903,0.000872578,0.000017415196,0.00011008184,0.00003328408,0.00007539031],"category_scores_gemma":[0.0014503838,0.00011322805,0.00007430952,0.0011506553,0.0005411834,0.000159607,0.000013403176,0.00008632887,0.000005132031],"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":[0.0017237247,0.00021245974,0.09014153,0.0006206141,0.000038251834,0.0000068693357,0.0011222844,0.000034846806,0.009851869,0.46573025,0.01134307,0.41917425],"study_design_scores_gemma":[0.0045584096,0.00082956126,0.86644465,0.0004490619,0.00008398406,0.000050101582,0.000265254,0.0061285184,0.00009307275,0.08612964,0.034753624,0.00021410735],"about_ca_topic_score_codex":0.00011029588,"about_ca_topic_score_gemma":0.00022199292,"teacher_disagreement_score":0.7763031,"about_ca_system_score_codex":0.0001763179,"about_ca_system_score_gemma":0.005434566,"threshold_uncertainty_score":0.9640688},"labels":[],"label_agreement":null},{"id":"W2104192469","doi":"10.1016/s2214-109x(15)00004-2","title":"Global access to surgical care: moving forward","year":2015,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"","keywords":"MEDLINE; Global health; Medicine; Computer science; Intensive care medicine; Data science; Nursing; Political science; Public health","score_opus":0.06367350414324621,"score_gpt":0.41284134046640714,"score_spread":0.34916783632316095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104192469","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":[0.0021360845,0.008963659,0.00004590913,0.917259,0.0032688023,0.0019604387,0.0023189376,0.0003621339,0.063685074],"genre_scores_gemma":[0.009444677,0.0006945867,0.0002806016,0.9660927,0.021947647,0.00008329669,0.00097098737,0.00004961546,0.00043589962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99275035,0.0005178349,0.0009785033,0.0009247686,0.0017295536,0.0030989917],"domain_scores_gemma":[0.99566746,0.0001520899,0.00037798687,0.0016006931,0.00048456903,0.0017171827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015790737,0.000688337,0.0023715007,0.00006958986,0.0003136846,0.0001542336,0.0011652516,0.0008766325,0.000066231136],"category_scores_gemma":[0.0002552209,0.0004707343,0.00036521276,0.001153442,0.0001278434,0.00010416142,0.0005303937,0.0016949644,0.00051620876],"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":true,"study_design_scores_codex":[0.00074808043,0.000028411641,0.010323673,0.0013697812,0.00005931842,0.0012205475,0.000066494234,0.000007956422,4.540437e-9,0.00053834147,0.9653253,0.020312103],"study_design_scores_gemma":[0.0015716079,0.00043922587,0.011225933,0.0006320039,0.00007613893,0.0010261328,0.00007872473,0.000009675891,8.796262e-8,0.0010030849,0.98357123,0.00036613774],"about_ca_topic_score_codex":0.00539827,"about_ca_topic_score_gemma":0.0008969884,"teacher_disagreement_score":0.06324917,"about_ca_system_score_codex":0.0058512734,"about_ca_system_score_gemma":0.006060061,"threshold_uncertainty_score":0.99977446},"labels":[],"label_agreement":null},{"id":"W2105070701","doi":"10.1177/2150135113514458","title":"Survey of Nongovernmental Organizations Providing Pediatric Cardiovascular Care in Low- and Middle-Income Countries","year":2014,"lang":"en","type":"article","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":77,"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; Montreal Children's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Outreach; Medicine; Psychological intervention; Capacity building; Excellence; Developing country; Global health; Poverty; Economic growth; Nursing; Political science; Public health","score_opus":0.012928501743019561,"score_gpt":0.24537880352953115,"score_spread":0.23245030178651158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105070701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676542,0.030921124,0.00006982474,0.000090655885,0.00072612497,0.00035390857,0.000104690545,0.000014720947,0.00006474189],"genre_scores_gemma":[0.9952108,0.0037279646,0.00009437245,0.00013647028,0.0006621734,0.000011515965,0.000033717963,0.000029195555,0.00009377726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979409,0.000157369,0.00074173446,0.00025025444,0.00043414213,0.00047560164],"domain_scores_gemma":[0.997302,0.0013072763,0.0001729505,0.0001446406,0.00066049426,0.00041264665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018091459,0.00019710565,0.0007737972,0.0005504056,0.00024813513,0.00004084211,0.000039545044,0.000092806746,0.000014474146],"category_scores_gemma":[0.00092219724,0.00018104617,0.00018605718,0.0010806979,0.000057630787,0.00016348064,0.000040946008,0.00023439467,0.0000026338441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024691736,0.000038947182,0.9970836,0.0017326638,0.00004008543,0.000018826,0.00008992614,0.0000044507324,6.164171e-7,0.00001518392,0.0003141795,0.00041457682],"study_design_scores_gemma":[0.0011265588,0.0001305759,0.99582154,0.00012776857,0.00028402745,0.00024135388,0.00016428978,0.00007272626,0.000011013508,0.00001334438,0.0018097223,0.0001970874],"about_ca_topic_score_codex":0.00021824434,"about_ca_topic_score_gemma":0.0002978468,"teacher_disagreement_score":0.027556604,"about_ca_system_score_codex":0.00010608289,"about_ca_system_score_gemma":0.00056081364,"threshold_uncertainty_score":0.7382849},"labels":[],"label_agreement":null},{"id":"W2106409191","doi":"","title":"Partout sur le globe","year":2007,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health and Surgery","field":"Medicine","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":"Theme (computing); Globe; Humanities; Stress (linguistics); Art; Medicine; Computer science; Ophthalmology; World Wide Web; Speech recognition","score_opus":0.025027107402593982,"score_gpt":0.25161366555689935,"score_spread":0.22658655815430537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106409191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122167,0.0011438904,0.00017668372,0.003461975,0.0015466422,0.000515928,0.000009900536,0.00021737658,0.08071089],"genre_scores_gemma":[0.98786443,0.00028347413,0.00021824983,0.0041122637,0.00077017146,0.00000961618,0.000025308187,0.00003705772,0.006679396],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684644,0.000059063317,0.0004203171,0.00032479002,0.00036703836,0.0019823324],"domain_scores_gemma":[0.99791867,0.00008300977,0.00007618443,0.00037462244,0.00012415223,0.0014233497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009928541,0.0001821444,0.00030302347,0.00007500531,0.00008575082,0.000019973419,0.00010899852,0.00008249085,0.00011300298],"category_scores_gemma":[0.0005610467,0.00015950818,0.00011003341,0.00042642292,0.000060057486,0.00008416379,0.000040054936,0.00025343633,0.0003569101],"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":[0.0015619874,0.000838599,0.64337784,0.00028521733,0.000079544676,0.0022226279,0.0012238696,0.0000033484478,0.00068513193,0.0026185326,0.20309061,0.14401267],"study_design_scores_gemma":[0.00081702677,0.000039281407,0.48501965,0.000026539887,0.000015484597,0.000058965168,0.00002752523,0.000003823571,0.0012232036,0.000016718179,0.51265174,0.00010002775],"about_ca_topic_score_codex":0.00017116814,"about_ca_topic_score_gemma":0.00004094323,"teacher_disagreement_score":0.30956113,"about_ca_system_score_codex":0.0001350886,"about_ca_system_score_gemma":0.00038480968,"threshold_uncertainty_score":0.65045553},"labels":[],"label_agreement":null},{"id":"W2106589734","doi":"10.1016/s1701-2163(16)34322-5","title":"SYMPTEK Homemade Foam Models for Client Education and Emergency Obstetric Care Skills Training in Low-resource Settings","year":2009,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; Training (meteorology); Resource (disambiguation); Health care; Medical emergency; Norm (philosophy); Limited resources; Human resources; Nursing; Medical education; Risk analysis (engineering); Computer science","score_opus":0.009773234632041581,"score_gpt":0.2583633632290182,"score_spread":0.24859012859697663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106589734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95658034,0.036265016,0.0000353063,0.0011009726,0.004754598,0.0003024125,0.000014026692,0.0000031649674,0.0009441884],"genre_scores_gemma":[0.9968947,0.0007076121,0.0003994301,0.0018216518,0.000056774672,0.000004560503,0.000009949887,0.000008965759,0.00009636386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846935,0.000034923105,0.00067800155,0.00016878553,0.00023710176,0.00041184796],"domain_scores_gemma":[0.9977833,0.001006785,0.0003389305,0.000083106854,0.0003464569,0.00044141946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028516044,0.00013515381,0.00046189094,0.0004977856,0.00009327468,0.000009539048,0.000059422382,0.0001328069,0.000010952054],"category_scores_gemma":[0.002841728,0.00012094078,0.00006120093,0.0004937178,0.00001816473,0.00007851083,0.000010803654,0.00026984498,5.298027e-8],"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":[0.0000256509,0.00021711021,0.07505689,0.0004002776,0.00003184022,0.00038897785,0.0025737481,0.0003414549,0.000005255309,0.00031706065,0.0049268454,0.91571486],"study_design_scores_gemma":[0.0054010353,0.0017094949,0.93934745,0.00017325695,0.00016104315,0.00031341147,0.015657997,0.0013570755,0.000017559081,0.0015499862,0.033954326,0.000357387],"about_ca_topic_score_codex":0.0009723426,"about_ca_topic_score_gemma":0.0021661024,"teacher_disagreement_score":0.91535753,"about_ca_system_score_codex":0.0008858633,"about_ca_system_score_gemma":0.0032408917,"threshold_uncertainty_score":0.5749203},"labels":[],"label_agreement":null},{"id":"W2107519718","doi":"10.3109/0142159x.2012.731107","title":"What is the value of global health electives during medical school?","year":2012,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"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":"Medical education; Perception; Personal development; Scale (ratio); Perspective (graphical); Psychology; Medicine; Professional development; Family medicine; Nursing","score_opus":0.018372712899470674,"score_gpt":0.36844064723259945,"score_spread":0.35006793433312877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107519718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8753169,0.019388432,0.000069807145,0.09895054,0.0011569487,0.00028579176,0.0000020614436,0.000061180326,0.004768316],"genre_scores_gemma":[0.9738918,0.0017965717,0.000037590715,0.022252247,0.001233265,0.000014968369,0.000004478976,0.000013918955,0.0007551742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959667,0.00034047774,0.0005514715,0.00021493777,0.0019922392,0.00093417795],"domain_scores_gemma":[0.9960805,0.000114301314,0.00011096474,0.00034365983,0.000056486926,0.0032940505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003237231,0.00016098373,0.00047985546,0.00002779137,0.00011820276,0.000010053466,0.00020152784,0.00029191648,0.008739552],"category_scores_gemma":[0.0038661952,0.000094709896,0.00016292678,0.00030977355,0.00028316202,0.00015633393,0.00009424543,0.00076357566,0.00013844021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021901449,0.00073608,0.8974524,0.00033916254,0.00010917957,0.000033858283,0.0008973709,4.997915e-8,0.0000038278868,0.0019166503,0.06248365,0.035808768],"study_design_scores_gemma":[0.0020662227,0.00021491134,0.9495731,0.0011565986,0.000047066966,0.00059103454,0.0014369136,0.000305946,0.00005263918,0.000464142,0.043916,0.00017541029],"about_ca_topic_score_codex":0.00035224215,"about_ca_topic_score_gemma":0.000019745174,"teacher_disagreement_score":0.09857486,"about_ca_system_score_codex":0.000362224,"about_ca_system_score_gemma":0.0022399633,"threshold_uncertainty_score":0.9921666},"labels":[],"label_agreement":null},{"id":"W2107553390","doi":"10.1111/tct.12292","title":"Peer training and co‐learning in global health care","year":2015,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario; St. Thomas Hospital","funders":"","keywords":"General partnership; Training (meteorology); Resource (disambiguation); Medicine; Medical education; Sustainability; Nursing; Dimension (graph theory); Clinical governance; Health care; Psychology; Political science; Computer science","score_opus":0.21342380575903772,"score_gpt":0.5081103039300858,"score_spread":0.2946864981710481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107553390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9184287,0.0030556752,0.000010093136,0.041860234,0.0002769285,0.00023584516,0.0000029877365,0.000072486844,0.036057044],"genre_scores_gemma":[0.98960775,0.00006211964,0.00017119358,0.0077759684,0.00034622196,0.0000040805194,0.000012631461,0.000008314186,0.0020117417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982534,0.0004531221,0.00045067217,0.00019009641,0.00027829772,0.00037438178],"domain_scores_gemma":[0.9989092,0.00022863002,0.00007345004,0.00015800467,0.00007812418,0.0005526152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049006343,0.000086875945,0.000381268,0.000014953879,0.000054438544,0.0000088714005,0.000052729865,0.00011364517,0.000023044951],"category_scores_gemma":[0.0028062742,0.00005595232,0.000061300634,0.00011066942,0.00011813615,0.00002221475,0.00003144655,0.00064614136,0.00004511221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002257714,0.000070111404,0.7178109,0.000025995167,0.000010219762,0.000024806459,0.0052519874,0.0000027123244,6.230249e-8,0.00024779348,0.031331625,0.244998],"study_design_scores_gemma":[0.0022752543,0.000588159,0.53781945,0.00008096673,0.00001334544,0.000047825244,0.015517974,0.00012243926,9.831416e-8,0.0003459281,0.44310477,0.000083765604],"about_ca_topic_score_codex":0.00025107377,"about_ca_topic_score_gemma":0.00008612588,"teacher_disagreement_score":0.41177315,"about_ca_system_score_codex":0.00014220913,"about_ca_system_score_gemma":0.000695693,"threshold_uncertainty_score":0.3359575},"labels":[],"label_agreement":null},{"id":"W2107582782","doi":"10.5539/gjhs.v5n3p54","title":"Graduate Global Public Health Education: Activities and Outcomes in Relation to Student Prior Experience","year":2013,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","cited_by":41,"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 Toronto","funders":"Versus Arthritis","keywords":"Medical education; Discipline; Public health; Graduate students; Graduate education; Psychology; Cross disciplinary; Medicine; Nursing; Political science; Computer science","score_opus":0.06356779572119567,"score_gpt":0.4279210183257377,"score_spread":0.36435322260454206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107582782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92171603,0.001372,0.00012636163,0.074741885,0.0010675269,0.0006226764,0.0000041717367,0.000012274255,0.00033706607],"genre_scores_gemma":[0.98304176,0.00031514672,0.0027406446,0.013801823,0.000059319875,0.000014840068,5.624953e-7,0.0000029334612,0.00002298523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965058,0.000102697304,0.0010394215,0.0002800335,0.0011885277,0.00088354066],"domain_scores_gemma":[0.9970636,0.000038480408,0.0005457202,0.00019644962,0.00042665677,0.0017291144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002719713,0.00014614529,0.00053913915,0.00023595405,0.0003163373,0.00012236895,0.00023882525,0.00003644479,0.00001152494],"category_scores_gemma":[0.00040329676,0.00011368079,0.000049984043,0.0013010775,0.0002270741,0.00093315955,0.00008240094,0.00019231398,0.000011886477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002623602,0.00023697093,0.8612405,0.000060642524,0.0000025954885,0.000003997944,0.0007457909,0.000002065376,0.000005638004,0.0007737371,0.0010401338,0.13586167],"study_design_scores_gemma":[0.00042466278,0.00060458115,0.9921252,0.00022391051,0.0000014850738,0.00058414723,0.004818346,0.000014305234,0.0000012927657,0.0003189116,0.00080719154,0.000075934535],"about_ca_topic_score_codex":0.0014979708,"about_ca_topic_score_gemma":0.00008137937,"teacher_disagreement_score":0.13578573,"about_ca_system_score_codex":0.0023084083,"about_ca_system_score_gemma":0.009889119,"threshold_uncertainty_score":0.9957239},"labels":[],"label_agreement":null},{"id":"W2107656926","doi":"10.15171/ijoem.2015.638","title":"Promoting Global Health: The World Association of Medical Editors Position on Editors' Responsibility","year":2015,"lang":"en","type":"editorial","venue":"The International Journal of Occupational and Environmental Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Association (psychology); Position (finance); Position paper; Political science; Medicine; Psychology; Business; Pathology","score_opus":0.017298980774570795,"score_gpt":0.36673835434547825,"score_spread":0.34943937357090743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107656926","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":[0.04733535,0.0013872378,0.000017683962,0.19587184,0.75414103,0.0004315544,0.0005426564,0.000010190987,0.00026244842],"genre_scores_gemma":[0.12541994,0.00067204447,0.000026619948,0.0025687614,0.87036014,0.0000065888353,0.00061264535,0.000015823076,0.00031745675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98889935,0.00038413424,0.0014063225,0.00022693031,0.008816864,0.00026636967],"domain_scores_gemma":[0.9940826,0.0028413034,0.0019594796,0.00019286756,0.0005009433,0.0004227635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008506127,0.00025322675,0.00065228203,0.00017263935,0.00012857182,0.000018427296,0.0004735734,0.00034205982,0.00017194322],"category_scores_gemma":[0.0052164197,0.0001337191,0.00017030255,0.00015046111,0.0003443505,0.000095876574,0.00012901978,0.001190566,0.000006467413],"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":[0.0040204376,0.0002656321,0.0060520475,0.000057189554,0.00027062892,0.0000340698,0.0002550813,0.000004793444,0.000010701584,0.00006517152,0.98527795,0.0036863005],"study_design_scores_gemma":[0.0031928231,0.0017265293,0.04371814,0.002212937,0.0002004708,0.00021890196,0.00027539578,0.00013947402,0.000017772109,0.0010415451,0.9471236,0.00013239539],"about_ca_topic_score_codex":0.00019053006,"about_ca_topic_score_gemma":0.000048642152,"teacher_disagreement_score":0.19330308,"about_ca_system_score_codex":0.0025412035,"about_ca_system_score_gemma":0.0018009729,"threshold_uncertainty_score":0.66451585},"labels":[],"label_agreement":null},{"id":"W2107712365","doi":"10.1186/1478-4491-9-26","title":"Oxford graduates' perceptions of a global health master's degree: a case study","year":2011,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Public health; Medical education; Curriculum; Thematic analysis; Diversity (politics); Health administration; Health services research; Quality (philosophy); Global health; Medicine; Psychology; Pedagogy; Qualitative research; Nursing; Sociology; Social science","score_opus":0.13674042193903566,"score_gpt":0.39957570362098216,"score_spread":0.2628352816819465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107712365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99324983,0.00066048134,0.00020825914,0.0012574045,0.00014494952,0.0027888701,0.00017546845,0.00011524748,0.0013994827],"genre_scores_gemma":[0.99483687,0.000054563512,0.0013428819,0.00323051,0.00014299178,0.00012075569,0.00003066728,0.00003107378,0.00020971267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969013,0.000216143,0.0010922991,0.00043950995,0.00035262466,0.0009981553],"domain_scores_gemma":[0.99765766,0.00005378345,0.00044202313,0.0005468165,0.00015781238,0.0011418832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012102649,0.0002519526,0.00086975476,0.00014151396,0.0006179226,0.000010393474,0.0001225807,0.000082339706,0.00011515525],"category_scores_gemma":[0.00004614636,0.00022109145,0.00022626099,0.00032940638,0.000119625984,0.000048816128,0.000052086696,0.00020169913,0.0000095052],"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":[0.0011101817,0.0036561643,0.91187453,0.0028181814,0.00012314797,0.0005990414,0.032828137,6.970393e-7,0.0000020471757,0.0011965731,0.010898243,0.03489308],"study_design_scores_gemma":[0.005009266,0.016192079,0.91618097,0.0003818129,0.00008679358,0.0034863949,0.04709761,0.000054437613,7.610847e-7,0.0005186335,0.010715922,0.0002753188],"about_ca_topic_score_codex":0.016827747,"about_ca_topic_score_gemma":0.011153792,"teacher_disagreement_score":0.034617763,"about_ca_system_score_codex":0.00043763954,"about_ca_system_score_gemma":0.000714289,"threshold_uncertainty_score":0.9897193},"labels":[],"label_agreement":null},{"id":"W2107758194","doi":"10.1542/peds.2013-2938","title":"The Pediatric AIDS Corps: A 5-Year Evaluation","year":2014,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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; Outreach; Family medicine; Quarter (Canadian coin); Health care","score_opus":0.020784606316449843,"score_gpt":0.307611818099568,"score_spread":0.28682721178311815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107758194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763963,0.003112089,0.00036019133,0.0012002998,0.0015294369,0.0005029936,0.000005102201,0.000091118105,0.016802436],"genre_scores_gemma":[0.9933273,0.0018830333,0.0003490898,0.0008336425,0.0031411182,0.000030665375,0.000017724105,0.00001442932,0.00040299422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833053,0.00013164566,0.00028388159,0.00017457182,0.0006824149,0.0003969623],"domain_scores_gemma":[0.99842244,0.00058967865,0.00010269858,0.00030921152,0.00032030404,0.0002556851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026394653,0.00009869921,0.00015875079,0.00010019,0.00019984558,0.000023867458,0.000080032725,0.000089882546,0.000058730042],"category_scores_gemma":[0.002705099,0.00006630454,0.00008191317,0.0005301424,0.00002232769,0.000037995927,0.000025727535,0.00018019363,0.0004157432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010801975,0.000059121532,0.90180236,0.00011575761,0.0000042603983,0.0000038771846,0.00004389593,0.000007954473,0.0000017878247,0.0019298294,0.05200788,0.04391526],"study_design_scores_gemma":[0.0048328005,0.0011140723,0.73000205,0.0000138338455,0.0012862246,0.0001066516,0.00026309796,0.007236053,0.00001174649,0.00630894,0.24834532,0.00047922286],"about_ca_topic_score_codex":0.000017246512,"about_ca_topic_score_gemma":0.0000030357596,"teacher_disagreement_score":0.19633743,"about_ca_system_score_codex":0.000074147516,"about_ca_system_score_gemma":0.00035339652,"threshold_uncertainty_score":0.5343676},"labels":[],"label_agreement":null},{"id":"W2107829124","doi":"10.3109/0142159x.2014.955843","title":"Critical reflection on a summer global health research internship: The need for education on global development paradigms in medical schools","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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":"Institute of Population and Public Health; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Internship; Pandemic; Reflection (computer programming); Medical education; Global health; Coronavirus disease 2019 (COVID-19); Medical school; Medicine; Engineering ethics; Public health; Nursing; Engineering; Computer science","score_opus":0.18399621634792918,"score_gpt":0.538119761320668,"score_spread":0.3541235449727388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107829124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5660693,0.0004980449,0.0020277556,0.39760938,0.0021746724,0.001511969,0.000004929065,0.0001071295,0.02999683],"genre_scores_gemma":[0.96480346,0.00003560655,0.00021856684,0.03293681,0.0012078296,0.00032397464,0.000046185854,0.00001596234,0.00041161512],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937451,0.0011804879,0.00073444966,0.00051403634,0.0026990054,0.0011269342],"domain_scores_gemma":[0.9967778,0.00074106443,0.000057048783,0.00037850803,0.0001993326,0.0018462786],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011835501,0.000204278,0.00043454106,0.00011259907,0.00024915455,0.00003533284,0.00027402307,0.00044040623,0.0004861784],"category_scores_gemma":[0.027771173,0.0001333015,0.0000965463,0.0005918124,0.00024379994,0.00004175223,0.0000612911,0.0015327227,0.00024959064],"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":[0.0018903262,0.0022554297,0.14284924,0.00025238923,0.000025113828,0.000020598012,0.00023333315,3.3632782e-7,3.2831204e-7,0.049567774,0.25730884,0.5455963],"study_design_scores_gemma":[0.0045471922,0.0028345347,0.24427226,0.0039259554,0.000017330936,0.0001997206,0.0012889095,0.003953605,0.000010248172,0.011678582,0.726929,0.0003426579],"about_ca_topic_score_codex":0.00067376747,"about_ca_topic_score_gemma":0.0007350828,"teacher_disagreement_score":0.54525363,"about_ca_system_score_codex":0.0022908216,"about_ca_system_score_gemma":0.0061184675,"threshold_uncertainty_score":0.9995159},"labels":[],"label_agreement":null},{"id":"W2108190878","doi":"10.5858/2007-131-1636-psidca","title":"Pathology Services in Developing Countries: A Challenge","year":2007,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":69,"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; Calgary Laboratory Services; Island Health","funders":"","keywords":"Life expectancy; Developing country; Sophistication; Health care; Population; Medicine; Developed country; Politics; Public relations; Political science; Economic growth; Sociology; Law; Social science; Environmental health","score_opus":0.015423916155373685,"score_gpt":0.31034276479850786,"score_spread":0.29491884864313417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108190878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738127,0.00794308,0.0006064886,0.008780261,0.0004933759,0.00034157655,0.000021513184,0.00005945028,0.007941551],"genre_scores_gemma":[0.9796526,0.004910344,0.002360054,0.012696205,0.00025766133,0.000014677498,0.000044913206,0.000024608502,0.000038956616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975185,0.00018859058,0.0008925423,0.0004051072,0.0002470819,0.0007481966],"domain_scores_gemma":[0.9981576,0.00079038617,0.00023515895,0.00038776384,0.00014722683,0.00028184734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017151936,0.00023022525,0.0008758299,0.0006368497,0.000054988133,0.0000010362487,0.00015153628,0.00020382642,0.00005772465],"category_scores_gemma":[0.00025490276,0.0001893154,0.000047919533,0.00047552807,0.0008361568,0.000054981294,0.000062839994,0.00035174916,0.000018183953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005303489,0.00068874226,0.7982661,0.0055839717,0.000112504764,0.04574546,0.03762087,0.0000022739173,0.026633957,0.055905137,0.00062029436,0.023517163],"study_design_scores_gemma":[0.005437171,0.0018180026,0.9057573,0.0019069993,0.00007323473,0.0008257159,0.0042861863,0.000020914578,0.0013268515,0.002136539,0.07611289,0.00029820317],"about_ca_topic_score_codex":0.000050178227,"about_ca_topic_score_gemma":0.00039889157,"teacher_disagreement_score":0.10749115,"about_ca_system_score_codex":0.00005245569,"about_ca_system_score_gemma":0.0004634785,"threshold_uncertainty_score":0.7720058},"labels":[],"label_agreement":null},{"id":"W2108696896","doi":"10.1016/j.surg.2014.02.002","title":"Surgical skills needed for humanitarian missions in resource-limited settings: Common operative procedures performed at Médecins Sans Frontières facilities","year":2014,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":98,"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","funders":"","keywords":"Medicine; Psychological intervention; Surgical procedures; General surgery; Surgery; Medical emergency; Nursing","score_opus":0.01818610315024699,"score_gpt":0.29576876313954004,"score_spread":0.27758265998929305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108696896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98687154,0.00042226262,0.00001103798,0.005342809,0.00031615634,0.00094097794,0.00015567703,0.0001297772,0.0058097807],"genre_scores_gemma":[0.9901833,0.00007014738,0.00014347731,0.0035304618,0.0003251971,0.0001810286,0.00063412706,0.000041815434,0.004890448],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970019,0.00026035946,0.00086852594,0.00048439638,0.00038086073,0.0010039654],"domain_scores_gemma":[0.99530214,0.003495175,0.00014014775,0.00037464948,0.0001572086,0.0005306909],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014003293,0.00033356366,0.0010444741,0.00041447437,0.00045700368,0.00003750556,0.00010222917,0.0002668639,0.00027754848],"category_scores_gemma":[0.0031837432,0.00027182608,0.0003267806,0.00029434866,0.00016026414,0.000115976836,0.00006567388,0.00031969184,0.000033420496],"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":[0.0033789182,0.0008703635,0.5809709,0.0015040771,0.000089357156,0.00014459445,0.0061516818,0.00003403332,0.00021852822,0.00043005723,0.39980167,0.0064058],"study_design_scores_gemma":[0.0030416504,0.00031485155,0.18193287,0.0012971134,0.00005761282,0.00013719483,0.0064707138,0.0006338436,0.0012023735,0.0002107135,0.8041346,0.0005664582],"about_ca_topic_score_codex":0.00032861478,"about_ca_topic_score_gemma":0.0013871347,"teacher_disagreement_score":0.40433294,"about_ca_system_score_codex":0.00025924057,"about_ca_system_score_gemma":0.00042873714,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W2109108981","doi":"10.1007/s10067-010-1594-0","title":"The ILAR-East Africa initiative: current needs and progress in the globalization of rheumatology","year":2010,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Rheumatology; Medicine; Internal medicine; League; Globalization; Family medicine; Political science","score_opus":0.052496046013963835,"score_gpt":0.39812821896336087,"score_spread":0.345632172949397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109108981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809407,0.0052177557,0.000045611876,0.010913058,0.0015675407,0.00043352184,0.000006828681,0.000022274939,0.00085269276],"genre_scores_gemma":[0.9964532,0.0030437645,0.000069768525,0.0003516631,0.000015086382,0.00004158989,0.000012607552,0.000007992158,0.0000043302275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974012,0.00056712225,0.0011714515,0.00022406108,0.00018472727,0.00045147253],"domain_scores_gemma":[0.9960371,0.002907063,0.00033126707,0.00038022964,0.00017057125,0.00017374483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022960305,0.00013636367,0.00063886534,0.00008278146,0.00011967707,0.000011116071,0.0002031647,0.00028468706,0.000017531976],"category_scores_gemma":[0.0038717864,0.00007499697,0.00009566457,0.0003958441,0.001353781,0.000035794586,0.00007955287,0.0007248619,0.000015409652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030128093,0.00027214715,0.90748966,0.00013262486,0.000016180333,0.000006242193,0.0004614496,3.3648597e-8,3.678456e-7,0.054386962,0.0039027426,0.03303029],"study_design_scores_gemma":[0.0024253963,0.00039838767,0.90072596,0.00022349332,0.000039223974,0.0010258629,0.0011819998,0.0003972202,0.0000017088142,0.005123806,0.08832604,0.00013090175],"about_ca_topic_score_codex":0.000021990754,"about_ca_topic_score_gemma":0.00013114049,"teacher_disagreement_score":0.084423296,"about_ca_system_score_codex":0.000008784711,"about_ca_system_score_gemma":0.00029203738,"threshold_uncertainty_score":0.49880624},"labels":[],"label_agreement":null},{"id":"W2109208216","doi":"10.4103/1357-6283.134315","title":"Think global, act local: Medical students contextualize global health education","year":2014,"lang":"en","type":"article","venue":"Education for Health","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Alberta; University of Calgary; Alberta Health Services; University of Toronto","funders":"","keywords":"Curriculum; Session (web analytics); Global health; Repeated measures design; Human immunodeficiency virus (HIV); Exploratory research; Medicine; Analysis of variance; Family medicine; Medical education; Psychology; Public health; Nursing; Pedagogy; Sociology; Internal medicine","score_opus":0.020562208510766764,"score_gpt":0.45850176164635087,"score_spread":0.4379395531355841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109208216","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":[0.19916834,0.016461285,0.03432087,0.6988719,0.024144588,0.007846615,0.00025369288,0.0007042081,0.018228477],"genre_scores_gemma":[0.7555745,0.0005524457,0.0015290901,0.23949653,0.0013109474,0.00014035171,0.00061025936,0.000024042558,0.000761822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958783,0.00032726917,0.0010219237,0.00053454767,0.0012749942,0.0009630106],"domain_scores_gemma":[0.995727,0.00014945019,0.00045062692,0.0005348797,0.00041753432,0.0027204948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032041,0.00026180208,0.0006809686,0.000078292396,0.00038625827,0.000050418603,0.0003082715,0.00020825253,0.00016782993],"category_scores_gemma":[0.0011379524,0.00024259102,0.00015723765,0.00046101073,0.000098973855,0.00011143692,0.00004467465,0.00022409722,0.00017864777],"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":[0.000166922,0.0014888173,0.031498376,0.0007365201,0.00001737297,1.530841e-7,0.0002527656,3.8038675e-7,4.6283954e-8,0.025795463,0.4922412,0.44780198],"study_design_scores_gemma":[0.0017563725,0.0010808876,0.23059529,0.00076409307,0.00002040683,0.00012124079,0.0017841972,0.00014077545,7.3849753e-7,0.004971804,0.7585593,0.00020491738],"about_ca_topic_score_codex":0.0044177207,"about_ca_topic_score_gemma":0.0007937669,"teacher_disagreement_score":0.5564062,"about_ca_system_score_codex":0.0030832118,"about_ca_system_score_gemma":0.040630873,"threshold_uncertainty_score":0.9892575},"labels":[],"label_agreement":null},{"id":"W2109334537","doi":"10.3402/gha.v3i0.5188","title":"Defining features of the practice of global health research: an examination of 14 global health research teams","year":2010,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre; Vancouver Coastal Health; University of Calgary","funders":"","keywords":"Excellence; Population health; Public relations; Health equity; Global health; Population; Knowledge management; Engineering ethics; Medicine; Political science; Public health; Engineering; Nursing; Computer science","score_opus":0.13000806113240418,"score_gpt":0.5311424173279246,"score_spread":0.4011343561955204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109334537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91880065,0.0063850214,0.00016516307,0.05038701,0.0036791835,0.0034446255,0.0010495543,0.0001158051,0.015973],"genre_scores_gemma":[0.9929093,0.0011067583,0.0024161863,0.0029885452,0.00036171344,0.0000305179,0.00012933329,0.000019446454,0.000038177623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98641294,0.005000947,0.0018974167,0.0007538118,0.003813718,0.0021211454],"domain_scores_gemma":[0.9916946,0.0007805564,0.0016343265,0.0012125561,0.0030761203,0.0016018167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.026838267,0.00029973342,0.0010476179,0.00020238609,0.0009013248,0.000029170755,0.00045545257,0.00042622336,0.00002280015],"category_scores_gemma":[0.0067974697,0.00024778998,0.00019179007,0.003968662,0.0006896497,0.0004487061,0.00019691867,0.0018095062,0.00001507597],"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":true,"study_design_scores_codex":[0.0033884293,0.0021851233,0.046829533,0.004299218,0.000060163824,0.0000063723405,0.00074174016,0.000018705028,0.00010334376,0.090317875,0.046019737,0.80602974],"study_design_scores_gemma":[0.0017057362,0.004791953,0.9703061,0.000904347,0.00001871415,0.0004295188,0.004770705,0.000099429795,0.00012151771,0.0033766767,0.01333119,0.00014409208],"about_ca_topic_score_codex":0.054205984,"about_ca_topic_score_gemma":0.016510187,"teacher_disagreement_score":0.9234766,"about_ca_system_score_codex":0.005602937,"about_ca_system_score_gemma":0.018311799,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W2109462686","doi":"10.1007/s12630-012-9669-9","title":"Montreal’s contribution to the Quebec anesthesia workforce: a comparison between anesthesia residents trained at McGill University and those trained at Université de Montréal","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Royal Victoria Hospital","funders":"McGill University","keywords":"Workforce; Demographics; Medicine; Logistic regression; Clinical Practice; Demography; Medical education; Family medicine; Sociology; Political science; Internal medicine; Law","score_opus":0.01506986759494539,"score_gpt":0.22972473496961443,"score_spread":0.21465486737466904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109462686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541268,0.0045049633,0.000010633183,0.04059282,0.00008494308,0.0005066532,0.000033174885,0.000022006412,0.00011804106],"genre_scores_gemma":[0.99382114,0.00030218784,0.00012388312,0.0010477515,0.00060519174,0.0000016845643,0.000029584457,0.00006202247,0.0040065777],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99504346,0.00061020226,0.0009899088,0.00035542523,0.00076485594,0.0022361407],"domain_scores_gemma":[0.9886879,0.0003083609,0.0008211583,0.0003958212,0.0006315174,0.009155289],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026682077,0.00055073673,0.0012119283,0.0008102538,0.002293761,0.00006889343,0.0005295744,0.00043709707,0.00011408767],"category_scores_gemma":[0.00023642492,0.00046198964,0.00042129558,0.00073458854,0.00026518162,0.00044392867,0.000031991123,0.00085386756,0.00003257731],"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":[0.0038860843,0.00009164546,0.54800177,0.00006816962,0.00024010344,0.3848635,0.005507353,0.00014832226,0.000054489177,0.00028901937,0.050448537,0.0064010355],"study_design_scores_gemma":[0.0015942442,0.00045421298,0.43614858,0.00023720643,0.00033279657,0.45718867,0.0009039853,0.000019416308,0.000027855656,0.00001764789,0.10281489,0.00026052058],"about_ca_topic_score_codex":0.16332728,"about_ca_topic_score_gemma":0.4262664,"teacher_disagreement_score":0.26293913,"about_ca_system_score_codex":0.013136632,"about_ca_system_score_gemma":0.0027206242,"threshold_uncertainty_score":0.99978316},"labels":[],"label_agreement":null},{"id":"W2110481100","doi":"10.1371/journal.pmed.1000242","title":"Human Resource and Funding Constraints for Essential Surgery in District Hospitals in Africa: A Retrospective Cross-Sectional Survey","year":2010,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":157,"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; University of Toronto; SickKids Foundation","funders":"Rockefeller Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Staffing; Tanzania; Cross-sectional study; Health care; Per capita; Economic shortage; Developing country; Family medicine; Nursing; Environmental health; Population; Government (linguistics); Socioeconomics","score_opus":0.05710214484274882,"score_gpt":0.3432491860726464,"score_spread":0.28614704122989754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110481100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601924,0.00018922435,0.000016472797,0.00055474153,0.0005353969,0.0006106173,0.00008902471,0.00003397795,0.0019512713],"genre_scores_gemma":[0.9987506,0.000019180685,0.000035947378,0.00018600446,0.0005265305,0.00005751085,0.00014652367,0.000020014022,0.0002576364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976696,0.00009029272,0.00069755525,0.0004350778,0.00043412548,0.0006733882],"domain_scores_gemma":[0.9975762,0.001533133,0.00016808133,0.00018647555,0.0001815952,0.00035452985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003549334,0.00018166355,0.00070395006,0.00041265483,0.00010680193,0.000016271631,0.00005560147,0.00021434882,0.00020079486],"category_scores_gemma":[0.00785102,0.00015608108,0.000060659906,0.0004945542,0.00040065794,0.00006606147,0.000028587598,0.00057806005,0.000003051939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033603862,0.00013512078,0.994439,0.00018147135,0.000023903194,0.00006986029,0.00014532662,1.3027949e-7,0.0015868982,0.00021787015,0.0026649025,0.0001994643],"study_design_scores_gemma":[0.0023877474,0.00017964776,0.9962355,0.00022818444,0.000014428683,0.000043428838,0.00008513626,0.000027259104,0.000066412584,0.00027500224,0.00033029987,0.00012695318],"about_ca_topic_score_codex":0.00043338013,"about_ca_topic_score_gemma":0.00054439716,"teacher_disagreement_score":0.0043016863,"about_ca_system_score_codex":0.00022314582,"about_ca_system_score_gemma":0.00015939014,"threshold_uncertainty_score":0.9398972},"labels":[],"label_agreement":null},{"id":"W2110641201","doi":"10.2471/blt.08.051698","title":"Apocalypse or redemption: responding to extensively drug-resistant tuberculosis","year":2009,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Global Health and Surgery","field":"Medicine","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":"Tuberculosis; Medicine; Extensively drug-resistant tuberculosis; Drug resistance; Drug; Virology; MEDLINE; Mycobacterium tuberculosis; Intensive care medicine; Biology; Pharmacology; Microbiology; Pathology","score_opus":0.014106713849254313,"score_gpt":0.29747036856126163,"score_spread":0.2833636547120073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110641201","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":[0.18671522,0.00058499863,0.00015236714,0.80760366,0.0006768539,0.0013656893,0.000013839809,0.00013698432,0.0027504065],"genre_scores_gemma":[0.8696896,0.00018197355,0.002741612,0.09431399,0.00028487452,0.000005242225,0.000019921996,0.000032473316,0.032730356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979904,0.00020002873,0.0006703731,0.00028186958,0.0004182662,0.0004390328],"domain_scores_gemma":[0.9982898,0.0001584547,0.000254541,0.000433732,0.0004643228,0.0003991132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008599233,0.00015162646,0.00040071938,0.00039417518,0.00032416548,0.000012382117,0.0001281645,0.00005438938,0.0008727307],"category_scores_gemma":[0.0014377091,0.00010532157,0.00006400285,0.0029414934,0.000028655548,0.000015636697,0.000045824,0.00016978537,0.00015352006],"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":[0.0021779747,0.00023960714,0.0077528986,0.00042776685,0.000016660986,0.000013218385,0.0005860797,0.00004825733,0.0015215094,0.0047120554,0.9754877,0.007016262],"study_design_scores_gemma":[0.00095490407,0.0004137381,0.3751871,0.0013231338,0.00004595799,0.000051275074,0.00020360907,0.000014161358,0.0021024975,0.00015397594,0.61936,0.00018965265],"about_ca_topic_score_codex":0.00010926915,"about_ca_topic_score_gemma":0.00004555826,"teacher_disagreement_score":0.7132897,"about_ca_system_score_codex":0.00038150913,"about_ca_system_score_gemma":0.00046593035,"threshold_uncertainty_score":0.95557886},"labels":[],"label_agreement":null},{"id":"W2111341750","doi":"10.1186/1472-6920-13-3","title":"Global health education in U.S. Medical schools","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medical education; Curriculum; MEDLINE; Medicine; Political science; Psychology; Pedagogy","score_opus":0.014890476486626725,"score_gpt":0.40418173977530686,"score_spread":0.38929126328868013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111341750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85704964,0.0036634167,0.00056613813,0.121795066,0.0036445288,0.0011652928,0.0000020949556,0.000095362586,0.012018476],"genre_scores_gemma":[0.90989715,0.00065877644,0.0023320678,0.0843552,0.0013142595,0.00031082614,0.00022047396,0.000014341823,0.0008969167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968321,0.00021558224,0.00072144927,0.00033433505,0.0013305602,0.00056602014],"domain_scores_gemma":[0.9962758,0.00012843688,0.00012068088,0.0003153558,0.00020405787,0.0029557142],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012836042,0.00014708738,0.00035427432,0.00014503402,0.00005880642,0.000020591926,0.0001486306,0.00030909272,0.005629238],"category_scores_gemma":[0.0077026794,0.00012652006,0.00006974512,0.00056246115,0.00006698944,0.00013904112,0.00003094444,0.00039253928,0.0009841265],"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":[0.00002310325,0.0009844787,0.29355246,0.00025014245,0.0000022638465,0.000001355387,0.00002885426,1.0347139e-7,2.4715007e-7,0.0019840098,0.27118802,0.43198496],"study_design_scores_gemma":[0.00087434275,0.00010489814,0.96015346,0.001436583,0.00000609102,0.00023458218,0.0008009965,0.00051503745,9.291553e-7,0.002814406,0.03293101,0.00012769099],"about_ca_topic_score_codex":0.008055767,"about_ca_topic_score_gemma":0.0016260133,"teacher_disagreement_score":0.666601,"about_ca_system_score_codex":0.0008638412,"about_ca_system_score_gemma":0.11994845,"threshold_uncertainty_score":0.9997937},"labels":[],"label_agreement":null},{"id":"W2112081661","doi":"10.1016/j.jpedsurg.2015.10.065","title":"The burden of pediatric surgical disease in low-resource settings: Discovering it, measuring it, and addressing it","year":2015,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Burden of disease; Disease burden; Global health; Disease; Pediatric surgery; Resource (disambiguation); Stakeholder; Action plan; Public relations; Nursing; Surgery; Public health; Political science; Management; Pathology","score_opus":0.08226951351181876,"score_gpt":0.35115040216209925,"score_spread":0.2688808886502805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112081661","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":[0.0138292,0.9831169,0.0000026641617,0.0010629608,0.0012591743,0.0004434382,0.00004772293,0.000013865303,0.00022407142],"genre_scores_gemma":[0.0035860417,0.975342,0.000026407874,0.00009583198,0.020710502,0.000012257816,0.000020633375,0.00008110681,0.00012523503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99212426,0.00080303516,0.0038889146,0.00043503224,0.0017243277,0.001024447],"domain_scores_gemma":[0.98683596,0.0074564638,0.0033666515,0.00045737697,0.00043067554,0.0014528973],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009921483,0.0006182832,0.003780658,0.0014671083,0.0001714596,0.00009565225,0.0003123424,0.00038422964,0.000015538464],"category_scores_gemma":[0.0053756805,0.00040214992,0.0013623487,0.0014927393,0.00010507845,0.00024811635,0.00020522067,0.0015636135,0.000006181156],"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":[0.0016016006,0.0005020783,0.0562503,0.11101879,0.000388676,0.011566191,0.00064156385,0.00016544342,7.582478e-8,0.00000349023,0.30058607,0.5172757],"study_design_scores_gemma":[0.0008107333,0.00005734503,0.00042041513,0.016586335,0.0028419928,0.0006532794,0.00036189274,0.000041056526,6.227453e-8,0.00000893319,0.9777686,0.0004493517],"about_ca_topic_score_codex":0.00005130112,"about_ca_topic_score_gemma":0.0000025367856,"teacher_disagreement_score":0.67718256,"about_ca_system_score_codex":0.0004147849,"about_ca_system_score_gemma":0.0054290276,"threshold_uncertainty_score":0.99984306},"labels":[],"label_agreement":null},{"id":"W2112984219","doi":"10.1186/1478-4491-11-68","title":"Training for health services and systems research in Sub-Saharan Africa - a case study at four East and Southern African Universities","year":2013,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"European Commission","keywords":"General partnership; Medical education; Desk; Health services research; Health administration; Training (meteorology); Curriculum; Medicine; Critical mass (sociodynamics); Public health; Nursing; Psychology; Political science; Sociology; Pedagogy","score_opus":0.18216406737243093,"score_gpt":0.38621137513950093,"score_spread":0.20404730776707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112984219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843087,0.007416977,0.000004066908,0.0025209931,0.000048393886,0.0052604587,0.00016161671,0.00005176817,0.00022700308],"genre_scores_gemma":[0.99812937,0.0001270483,0.000060099606,0.0004956962,0.00015392479,0.00032550783,0.000021149115,0.000037921116,0.0006492988],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968873,0.00043498678,0.00057158957,0.0004995954,0.00035215422,0.0012543433],"domain_scores_gemma":[0.99799824,0.0004488281,0.00019940975,0.00025041943,0.0001524887,0.0009506057],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032287748,0.00020348618,0.00071937003,0.0004867823,0.0013461591,0.000080339785,0.00008295862,0.00008397058,0.0000062475347],"category_scores_gemma":[0.000015185571,0.0001816703,0.000050383172,0.00025135223,0.00013729764,0.00007936734,0.000076250006,0.000245605,0.0000038026317],"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":[0.0027933407,0.00075658935,0.04513982,0.032515157,0.00013779892,0.00067609805,0.8896654,0.0000125672605,0.000030007448,0.00022188076,0.008371897,0.019679407],"study_design_scores_gemma":[0.0050245053,0.0051383288,0.016540855,0.001217343,0.000019538471,0.00077679707,0.9221049,0.0018045891,1.4214959e-7,0.00009270583,0.04705694,0.00022335668],"about_ca_topic_score_codex":0.036449164,"about_ca_topic_score_gemma":0.01652006,"teacher_disagreement_score":0.038685042,"about_ca_system_score_codex":0.00050644355,"about_ca_system_score_gemma":0.00038253938,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W2113331572","doi":"10.1186/1744-8603-9-24","title":"Understanding how and why health is integrated into foreign policy - a case study of health is global, a UK Government Strategy 2008–2013","year":2013,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Global health; Health policy; Diplomacy; Government (linguistics); Public health; International health; Health services research; Foreign policy; Political science; Public administration; Economic growth; Public relations; Sociology; Health care; Economics; Medicine; Law; Politics","score_opus":0.10530432272851811,"score_gpt":0.3709727446349852,"score_spread":0.2656684219064671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113331572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6612934,0.01616917,0.019537378,0.29046947,0.00034402483,0.009281567,0.0006728105,0.00021340366,0.0020188054],"genre_scores_gemma":[0.93720156,0.0058837794,0.00033287026,0.056350593,0.000052613817,0.000030982494,0.000060262588,0.000019053296,0.000068307],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99647194,0.000336338,0.0010498168,0.0005612534,0.0006727967,0.00090783427],"domain_scores_gemma":[0.9972817,0.000030498735,0.0006999429,0.00034160854,0.00020271704,0.0014435573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010795551,0.00033991237,0.0009883053,0.0001452391,0.00057461765,0.00009805626,0.00006315861,0.0001287431,0.00010175769],"category_scores_gemma":[0.000051931944,0.00029551366,0.000056137233,0.0009849531,0.000104850056,0.00017782746,0.000063131025,0.0001695809,0.000003737369],"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":[0.00018243837,0.0010405978,0.28637123,0.0032570723,0.00013755103,0.000064077445,0.0086190635,0.000008977741,9.360935e-7,0.022363206,0.64316934,0.03478552],"study_design_scores_gemma":[0.025324082,0.030982077,0.20387882,0.003306278,0.00015341511,0.006282883,0.65553385,0.014961623,0.0000053941912,0.023724562,0.034207325,0.0016396906],"about_ca_topic_score_codex":0.25944778,"about_ca_topic_score_gemma":0.012658249,"teacher_disagreement_score":0.6469148,"about_ca_system_score_codex":0.0029792292,"about_ca_system_score_gemma":0.002525928,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2113436550","doi":"10.5779/hypothesis.v12i1.229","title":"Philanthrocapitalism, past and present: The Rockefeller Foundation, the Gates Foundation, and the setting(s) of the international/global health agenda","year":2014,"lang":"en","type":"article","venue":"Hypothesis","topic":"Global Health and Surgery","field":"Medicine","cited_by":284,"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 Toronto","funders":"","keywords":"Foundation (evidence); Political science; Engineering ethics; Public administration; Engineering; Law","score_opus":0.019483797842689055,"score_gpt":0.28393443792203005,"score_spread":0.264450640079341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113436550","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":[0.4799278,0.0018283546,0.0002556451,0.5114495,0.00066971435,0.0011118103,0.000025057914,0.00003410268,0.0046979897],"genre_scores_gemma":[0.9848603,0.00074975897,0.000062829284,0.013628748,0.00037167504,0.00003400007,0.00000917375,0.000010589127,0.0002729174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984912,0.0003257369,0.00036069288,0.00019214046,0.00038818817,0.00024198541],"domain_scores_gemma":[0.9979139,0.0011977002,0.00025992305,0.0004105209,0.0001418866,0.0000760891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014851625,0.00013105525,0.00023139596,0.000021425029,0.0005809229,0.00007000485,0.00023411898,0.00004063438,0.00007287782],"category_scores_gemma":[0.00074521836,0.00005156587,0.00008040766,0.00017554531,0.00048557084,0.00006034528,0.00011580297,0.000117238334,0.000014089139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008178281,0.00020142151,0.49018916,0.00044115607,0.00051810854,0.0000013706098,0.008574054,0.000037043457,0.000031320276,0.06145109,0.18313499,0.25460243],"study_design_scores_gemma":[0.0015388964,0.000051743875,0.68017274,0.0001223762,0.00010529204,0.00010073605,0.0015280569,0.0018968243,0.000072887255,0.011083501,0.30322304,0.00010391969],"about_ca_topic_score_codex":0.00059165305,"about_ca_topic_score_gemma":0.00022417467,"teacher_disagreement_score":0.5049325,"about_ca_system_score_codex":0.000047327943,"about_ca_system_score_gemma":0.00012240862,"threshold_uncertainty_score":0.4468048},"labels":[],"label_agreement":null},{"id":"W2114257409","doi":"10.1071/nb08032","title":"Regulation of research through research governance: within and beyond NSW Health","year":2009,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Global Health and Surgery","field":"Medicine","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":"Impact","funders":"","keywords":"Corporate governance; Public administration; Promotion (chess); Quality (philosophy); Business; Political science; Public relations; Law; Politics; Finance","score_opus":0.16243280998939347,"score_gpt":0.44044312235555444,"score_spread":0.27801031236616097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114257409","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":[0.15107204,0.012902875,0.00013561717,0.8214007,0.0002753251,0.0018503377,0.000065064116,0.00012180475,0.0121762175],"genre_scores_gemma":[0.9672284,0.0021018793,0.004858602,0.021239102,0.00060419424,0.000018649678,0.00009154636,0.00003493103,0.0038226868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918704,0.0014852991,0.0013453667,0.000730673,0.0023445264,0.002223757],"domain_scores_gemma":[0.99534297,0.00056196115,0.00033398846,0.0007307214,0.000913293,0.0021170573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017957143,0.00022509416,0.00083188503,0.00038824935,0.0006923154,0.000063120075,0.00020762885,0.00026343495,0.0003148546],"category_scores_gemma":[0.0026575571,0.00020295549,0.00008050681,0.0015549186,0.0004208082,0.000109090295,0.00009620984,0.0013956825,0.00013048634],"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":[0.00068020966,0.00041024177,0.0064949594,0.0017994673,0.000017921773,0.000015778856,0.017493945,0.0000026224247,0.00003484106,0.07191703,0.80623144,0.09490157],"study_design_scores_gemma":[0.002404508,0.0029357257,0.17045397,0.0008051568,0.0000027426856,0.000072912306,0.0042705117,0.00005345016,0.000029876886,0.0049658124,0.8138254,0.00017990914],"about_ca_topic_score_codex":0.0044539087,"about_ca_topic_score_gemma":0.000112846035,"teacher_disagreement_score":0.8161564,"about_ca_system_score_codex":0.00075070973,"about_ca_system_score_gemma":0.008891331,"threshold_uncertainty_score":0.99672735},"labels":[],"label_agreement":null},{"id":"W2116708173","doi":"10.1186/1752-1505-4-6","title":"Surgical care for the direct and indirect victims of violence in the eastern Democratic Republic of Congo","year":2010,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Psychological intervention; Population; Workforce; Logistic regression; Demography; Family medicine; Environmental health; Psychiatry; Economic growth; Internal medicine","score_opus":0.037834280284052293,"score_gpt":0.35007841580775423,"score_spread":0.31224413552370195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116708173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98236954,0.011344763,0.000003972324,0.004144884,0.00012025203,0.0007908629,0.00001745496,0.0000069792304,0.0012012807],"genre_scores_gemma":[0.9952543,0.0031853567,0.00003418052,0.0013977244,0.000058017027,0.000028313645,0.0000072592698,0.00000489575,0.000029945593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991147,0.000062741245,0.00032803867,0.00013258302,0.00012607656,0.0002358676],"domain_scores_gemma":[0.9988179,0.0006348273,0.000121579826,0.00019993012,0.00008930298,0.00013642332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012328103,0.00007804056,0.00036936844,0.00005189731,0.00009192719,0.000006666906,0.000060303533,0.00006408141,0.000005655033],"category_scores_gemma":[0.00012541798,0.00004145387,0.00003826976,0.0001183949,0.00014483748,0.000020758634,0.000015788059,0.00017798627,1.9509521e-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":[0.00038356805,0.00008150603,0.8629958,0.0023220372,0.0000199909,0.0000069389394,0.008654837,1.2300917e-7,0.000058159952,0.0021317159,0.0006064674,0.12273884],"study_design_scores_gemma":[0.0020803174,0.00083541364,0.92520326,0.00056229054,0.000033338387,0.000107246,0.0024982796,0.0004590931,0.0001115789,0.000083678555,0.06794064,0.00008484439],"about_ca_topic_score_codex":0.0009999446,"about_ca_topic_score_gemma":0.00078698347,"teacher_disagreement_score":0.12265399,"about_ca_system_score_codex":0.00000854385,"about_ca_system_score_gemma":0.00027977087,"threshold_uncertainty_score":0.16904397},"labels":[],"label_agreement":null},{"id":"W2116799622","doi":"10.3402/gha.v7.24526","title":"A case study of global health at the university: implications for research and action","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Markham Stouffville Hospital; Credit Valley Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Global health; Public relations; Situated; Work (physics); Political science; Public health; Sociology; Medicine; Nursing","score_opus":0.1896764858490388,"score_gpt":0.5132533937854581,"score_spread":0.3235769079364193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116799622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725167,0.00031858613,0.00088209496,0.023160564,0.00033307887,0.0022100732,0.00015289187,0.000045741686,0.00038023278],"genre_scores_gemma":[0.99825245,0.00024815227,0.00010045994,0.0011099472,0.00014192158,0.000022817154,0.0000313506,0.000005280352,0.00008759751],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99809134,0.00039989728,0.00033931166,0.00032064848,0.0002619487,0.0005868342],"domain_scores_gemma":[0.9983671,0.00020376591,0.00020464299,0.00034543764,0.0003216521,0.00055742526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018924226,0.00010274594,0.00029418973,0.000052832645,0.0012338005,0.000009096889,0.000053183336,0.00007819772,0.0000043207588],"category_scores_gemma":[0.00011865647,0.000085463595,0.00004447772,0.0006776546,0.00009623958,0.00007409624,0.000053054428,0.00015589423,0.0000060856505],"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":[0.0032102033,0.0014644716,0.22342768,0.001472916,0.0000595707,0.000021660255,0.00051937765,0.000012132958,0.000012477025,0.009184784,0.058947746,0.70166695],"study_design_scores_gemma":[0.0047499053,0.009744699,0.8873904,0.00010536137,0.000051103012,0.0052170227,0.017325819,0.00041791814,0.0000031899249,0.0026929567,0.07216241,0.00013922568],"about_ca_topic_score_codex":0.019995691,"about_ca_topic_score_gemma":0.025035435,"teacher_disagreement_score":0.7015278,"about_ca_system_score_codex":0.0032273433,"about_ca_system_score_gemma":0.0010545878,"threshold_uncertainty_score":0.9927551},"labels":[],"label_agreement":null},{"id":"W2119231330","doi":"10.1093/ije/dys189","title":"Current status and future prospects of epidemiology and public health training and research in the WHO African region","year":2012,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Global Health and Surgery","field":"Medicine","cited_by":100,"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 Institute of Allergy and Infectious Diseases; National Institutes of Health; University of Cape Town; Department for International Development; South African Medical Research Council; Wellcome Trust; School of Medicine, Emory University; Fondation pour la Recherche Médicale; U.S. President’s Emergency Plan for AIDS Relief; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"Epidemiology; Public health; Medicine; Tanzania; Global health; Environmental health; Demography; Socioeconomics; Pathology; Sociology","score_opus":0.33751293929677223,"score_gpt":0.5088593958116808,"score_spread":0.1713464565149086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119231330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7304651,0.09103616,0.0001298863,0.17730732,0.0006469341,0.0001652318,0.000004742184,0.000002077067,0.00024251065],"genre_scores_gemma":[0.94172114,0.052636504,0.0006198346,0.003931077,0.0010740028,0.0000042156607,0.0000056153567,0.0000047006206,0.0000029376952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99471307,0.0029818893,0.0011150477,0.00015729268,0.00022406533,0.0008086436],"domain_scores_gemma":[0.9917411,0.006651623,0.0006304684,0.000095609656,0.00033058008,0.0005505925],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.026770016,0.00009129666,0.0007193511,0.00043821614,0.000049756258,0.000003736286,0.00010364208,0.000098502176,0.0000050112467],"category_scores_gemma":[0.010607324,0.00005596473,0.000048841583,0.00014740005,0.00041837353,0.000121168494,0.000054298835,0.0007528464,2.4546344e-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":[0.00019894776,0.00007820105,0.7662017,0.000072396484,0.00002706449,0.00001283034,0.002187408,2.688566e-7,0.0000013013731,0.04582393,0.002213685,0.18318228],"study_design_scores_gemma":[0.00065480167,0.00047494107,0.82920253,0.00017674013,0.000005081725,0.0018592172,0.002186259,0.000041946325,2.2714619e-7,0.010078849,0.15528467,0.00003475861],"about_ca_topic_score_codex":0.00017718451,"about_ca_topic_score_gemma":0.00003247554,"teacher_disagreement_score":0.21125598,"about_ca_system_score_codex":0.00012489976,"about_ca_system_score_gemma":0.00033654532,"threshold_uncertainty_score":0.99772674},"labels":[],"label_agreement":null},{"id":"W2119896742","doi":"10.1186/1472-698x-13-29","title":"Cosmopolitanism and foreign policy for health: ethics for and beyond the state","year":2013,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"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":"University of Lethbridge","keywords":"Cosmopolitanism; Foreign policy; Sovereignty; Global health; Political science; Health policy; Sociology; Public health; Political economy; Environmental ethics; Law and economics; Law; Politics; Health care; Medicine","score_opus":0.06759058800292686,"score_gpt":0.414806322983064,"score_spread":0.34721573498013714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119896742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7333364,0.0044008554,0.0039241225,0.24375139,0.0006690788,0.007473425,0.00071248534,0.00008948518,0.0056427377],"genre_scores_gemma":[0.90907824,0.00034516564,0.0035275933,0.08212164,0.00081998226,0.00035809848,0.00026258358,0.000024275776,0.0034624422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985868,0.00005245582,0.0004219744,0.00024963703,0.0001993426,0.00048980134],"domain_scores_gemma":[0.9982017,0.0006033764,0.00015680082,0.00011224537,0.00023532649,0.00069050665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007463463,0.00013698117,0.00027672702,0.000120349054,0.0010138673,0.000054469856,0.00005759785,0.00007643922,0.000013022219],"category_scores_gemma":[0.00009693194,0.00008856688,0.000045150933,0.000032125772,0.00015983995,0.00008795768,0.000026815655,0.00018960798,0.00000234374],"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":[0.00022221402,0.00004748071,0.0019028492,0.0010945671,0.000020598301,4.01528e-7,0.0016061671,8.7695945e-8,0.0000014170407,0.96961045,0.023204245,0.0022895308],"study_design_scores_gemma":[0.0024789188,0.0011169955,0.028307857,0.00012416289,0.0000069837206,0.000064943386,0.0001949477,0.00054672384,0.000004975117,0.7874319,0.17960346,0.00011814863],"about_ca_topic_score_codex":0.0032690535,"about_ca_topic_score_gemma":0.0012737192,"teacher_disagreement_score":0.18217856,"about_ca_system_score_codex":0.00013015147,"about_ca_system_score_gemma":0.000654381,"threshold_uncertainty_score":0.779795},"labels":[],"label_agreement":null},{"id":"W2120600987","doi":"10.1002/bjs.9956","title":"Assessment of risk of peripheral vascular disease and vascular care capacity in low- and middle-income countries","year":2015,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Columbia College","funders":"Fogarty International Center; National Institutes of Health; National Heart, Lung, and Blood Institute; University of Washington","keywords":"Medicine; Health care; Vascular disease; Disease burden; Risk factor; Risk assessment; Environmental health; Disease; Physical therapy; Intensive care medicine; Gerontology; Surgery; Internal medicine; Economic growth","score_opus":0.02817965686724745,"score_gpt":0.26889827245749426,"score_spread":0.24071861559024682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120600987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533193,0.04612459,0.000024825831,0.000051539108,0.0002325523,0.00011863096,0.00008952058,0.0000036580461,0.000035353118],"genre_scores_gemma":[0.9841447,0.015332072,0.0003334531,0.00008003587,0.00008814599,0.0000018490235,0.0000060124066,0.000011526421,0.0000022157203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791414,0.00021607998,0.0008515414,0.00013513918,0.0006214558,0.00026164684],"domain_scores_gemma":[0.9978561,0.00025918378,0.0004168664,0.00012699033,0.0006694868,0.0006714075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020327775,0.00011785216,0.00087388203,0.00018818046,0.00003630879,0.000019617877,0.000039700582,0.00007731061,0.000014582838],"category_scores_gemma":[0.0008793234,0.000120210556,0.00023395853,0.00015126682,0.00019497906,0.00017548433,0.000026906986,0.0002664969,1.1810668e-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":[0.00018465561,0.00011073093,0.9945337,0.0025360892,0.00009961351,0.0008154527,0.00023642098,0.00002295446,0.0000032111216,0.000010427742,0.00009480999,0.0013519404],"study_design_scores_gemma":[0.0015103505,0.00006858472,0.9905173,0.006144627,0.00016200692,0.00045345855,0.0006923255,0.000045824858,0.000010969087,0.00007785829,0.00022099208,0.00009567294],"about_ca_topic_score_codex":0.0009794887,"about_ca_topic_score_gemma":0.00008484545,"teacher_disagreement_score":0.030825358,"about_ca_system_score_codex":0.00011596383,"about_ca_system_score_gemma":0.0008396949,"threshold_uncertainty_score":0.4902044},"labels":[],"label_agreement":null},{"id":"W2120696543","doi":"10.1017/s1049023x00021634","title":"Burden of Surgical Disease: Strategies to Manage an Existing Public Health Emergency","year":2009,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Summit; Disease; Medicine; Burden of disease; Epidemiology; Public health; Disease burden; Medical emergency; Action (physics); Environmental health; Political science; Nursing; Geography; Pathology","score_opus":0.049085459894000705,"score_gpt":0.3566881540222074,"score_spread":0.3076026941282067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120696543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92748624,0.0049564275,0.00019105682,0.05644721,0.00022741278,0.0004069764,0.000012548184,0.000059647322,0.010212492],"genre_scores_gemma":[0.9971227,0.00036798528,0.00013296938,0.0012356533,0.00051112944,0.00000788949,0.00006439383,0.000009680913,0.0005475974],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817747,0.00005637586,0.0005486756,0.00032199212,0.0003770299,0.00051846873],"domain_scores_gemma":[0.99774826,0.000029253462,0.00009876731,0.00026521724,0.00008839698,0.0017701142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448686,0.00017934677,0.00049053563,0.00012700872,0.00007671565,0.000010995849,0.00007737434,0.0000400048,0.00019858939],"category_scores_gemma":[0.0000984669,0.00012733912,0.000050628467,0.00025514545,0.000090916314,0.00019842197,0.00003514582,0.00011017538,0.000005915356],"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":[0.002808293,0.002052025,0.20286834,0.0051082713,0.00012802778,0.0010266876,0.06973933,0.000016283035,0.00029819025,0.061669737,0.019969283,0.63431555],"study_design_scores_gemma":[0.0034037551,0.008634112,0.9055264,0.0011262165,0.00008231733,0.000105952706,0.020360181,0.00036035554,0.0000028256538,0.005905964,0.054066505,0.0004254285],"about_ca_topic_score_codex":0.00020684832,"about_ca_topic_score_gemma":0.0000064118344,"teacher_disagreement_score":0.70265806,"about_ca_system_score_codex":0.00002432461,"about_ca_system_score_gemma":0.0000996996,"threshold_uncertainty_score":0.5192739},"labels":[],"label_agreement":null},{"id":"W2121416233","doi":"10.1186/1478-4491-7-64","title":"Addressing gaps in surgical skills training by means of low-cost simulation at Muhimbili University in Tanzania","year":2009,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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":"Muhimbili University of Health and Allied Sciences","keywords":"Medicine; Practicum; Curriculum; Medical education; Tanzania; Psychological intervention; Apprenticeship; Nursing; Psychology","score_opus":0.050950928548996896,"score_gpt":0.36245111523390217,"score_spread":0.31150018668490526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121416233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662614,0.00035107523,0.00003100391,0.00070654805,0.000027941416,0.0006957002,0.00004811854,0.000027639879,0.0014858115],"genre_scores_gemma":[0.9986571,0.00004752486,0.00009228241,0.0007447881,0.00004469453,0.0000015653148,0.00009958725,0.000010368742,0.00030209025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998275,0.00013983726,0.00052442966,0.00026575694,0.00022825008,0.0005667557],"domain_scores_gemma":[0.9990221,0.00028266953,0.00019208009,0.00015532965,0.000042098127,0.00030567223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008958659,0.00012358035,0.0005179539,0.0002442817,0.00016205198,0.000004527014,0.00006290543,0.00012037055,0.00003644062],"category_scores_gemma":[0.00008114663,0.0001282272,0.00008286798,0.00028319235,0.00005434746,0.00005003253,0.000013044224,0.00018722462,0.000001462022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016615218,0.005858905,0.602833,0.0079696225,0.000053996802,0.00079304684,0.08881521,0.020828398,0.0010995112,0.0024286234,0.01108498,0.24161954],"study_design_scores_gemma":[0.015500021,0.0015044567,0.7943259,0.0033838786,0.000020455544,0.00003015591,0.0033838674,0.010766004,0.00006593164,0.00025702402,0.17034215,0.00042014237],"about_ca_topic_score_codex":0.0003380554,"about_ca_topic_score_gemma":0.0010483274,"teacher_disagreement_score":0.24119939,"about_ca_system_score_codex":0.000611855,"about_ca_system_score_gemma":0.00015854514,"threshold_uncertainty_score":0.52289534},"labels":[],"label_agreement":null},{"id":"W2121786132","doi":"10.1017/s1049023x12001306","title":"Emergency Surgery Data and Documentation Reporting Forms for Sudden-Onset Humanitarian Crises, Natural Disasters and the Existing Burden of Surgical Disease","year":2012,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Global Health Research; University of Ottawa","funders":"Pan American Health Organization","keywords":"Documentation; Natural disaster; Medical emergency; Medicine; Disease; Intensive care medicine; Geography; Computer science; Internal medicine; Meteorology","score_opus":0.06664121893380989,"score_gpt":0.3643457028094265,"score_spread":0.29770448387561665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121786132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97347814,0.02040553,0.00005789726,0.004436853,0.0005663051,0.0006675422,0.00006713098,0.000016638507,0.00030397731],"genre_scores_gemma":[0.997462,0.00093003525,0.00006474884,0.00019861017,0.00059567916,0.000033435965,0.0005346572,0.000014287198,0.00016658808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979525,0.000058487807,0.0010125586,0.0002976939,0.00027254215,0.0004062071],"domain_scores_gemma":[0.99797326,0.00067892333,0.0005020275,0.00030754047,0.000069583875,0.00046868925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001888012,0.0001832676,0.00053938874,0.000062655985,0.00017433861,0.000015080053,0.000059867416,0.000040392584,0.000032682517],"category_scores_gemma":[0.0018536223,0.00010222117,0.000057501256,0.000081721264,0.0004005597,0.00042525976,0.00016256428,0.00011191945,3.5980625e-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":[0.002623071,0.00008186279,0.96445495,0.0020571442,0.00008588811,0.000029447203,0.009884592,1.1993201e-7,0.000015035169,0.0012324577,0.0047416883,0.014793751],"study_design_scores_gemma":[0.01165013,0.00052881433,0.92501,0.0019791927,0.0014372751,0.0007422758,0.042613816,0.002052564,0.0000097716365,0.0048007355,0.008554869,0.000620531],"about_ca_topic_score_codex":0.0003528205,"about_ca_topic_score_gemma":0.000014728768,"teacher_disagreement_score":0.039444916,"about_ca_system_score_codex":0.00001102369,"about_ca_system_score_gemma":0.00003404224,"threshold_uncertainty_score":0.41684583},"labels":[],"label_agreement":null},{"id":"W2122022537","doi":"10.1186/1472-6920-13-136","title":"The complex relationships involved in global health: a qualitative description","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Stakeholder; Thematic analysis; Qualitative research; Medical education; Medicine; Public relations; Psychology; Sociology; Political science; Social science","score_opus":0.16980302972112352,"score_gpt":0.4564343102683623,"score_spread":0.28663128054723874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122022537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87700915,0.0019205854,0.0018948868,0.113210246,0.001144916,0.0011913608,0.0000030297742,0.00005902686,0.0035667776],"genre_scores_gemma":[0.98728675,0.00016275737,0.0020423927,0.009593788,0.00020577665,0.0002275335,0.00014571671,0.0000057674624,0.0003295219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975058,0.00089365465,0.00055227184,0.00017449808,0.0005156683,0.0003581009],"domain_scores_gemma":[0.9978437,0.00090121827,0.0001288888,0.0002075329,0.00019066346,0.0007280376],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025085206,0.00008869644,0.00019091633,0.00005245178,0.0002125345,0.00002408365,0.00007397475,0.000116749536,0.00028287526],"category_scores_gemma":[0.009091772,0.000062051506,0.00004524477,0.00041772088,0.00011875263,0.00010658346,0.000014568969,0.00028955634,0.00027591572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017816012,0.00081384403,0.4258913,0.00036619668,0.000010524718,9.349606e-7,0.005421078,0.0000010133474,0.0000046333853,0.049085345,0.41955864,0.098668315],"study_design_scores_gemma":[0.0005680521,0.00006840981,0.9516925,0.0002706324,0.000004162406,0.000013375399,0.018074913,0.0015506424,2.5710756e-7,0.015148364,0.012546596,0.00006207069],"about_ca_topic_score_codex":0.0044072084,"about_ca_topic_score_gemma":0.007198266,"teacher_disagreement_score":0.52580124,"about_ca_system_score_codex":0.00063823786,"about_ca_system_score_gemma":0.0079584,"threshold_uncertainty_score":0.99925506},"labels":[],"label_agreement":null},{"id":"W2123096287","doi":"10.1212/wnl.92.15_supplement.p2.6-043","title":"Neurology International Residents Videoconference and Exchange (NIRVE) (P2.6-043)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Global Health and Surgery","field":"Medicine","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. Michael's Hospital; Baycrest Hospital; University of Toronto","funders":"","keywords":"Videoconferencing; Medicine; Neurology; Family medicine; Library science; Medical education; Psychiatry; Telecommunications; Engineering; Computer science","score_opus":0.018129069713162117,"score_gpt":0.29338341738254947,"score_spread":0.27525434766938733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123096287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601137,0.00018804568,0.00000924483,0.025423273,0.0019737135,0.0002633768,0.00001091611,0.000048840775,0.011968866],"genre_scores_gemma":[0.94755685,0.00029134908,0.000018556837,0.051205304,0.00018918616,0.000012002146,0.000020520243,0.000012448859,0.000693787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987804,0.00010134448,0.00021553482,0.00036507254,0.00015820547,0.00037940603],"domain_scores_gemma":[0.9992765,0.00017016,0.000063369305,0.00022768565,0.00006771396,0.00019458073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017775304,0.00011471936,0.00026496395,0.00013211783,0.00002794714,0.00000779296,0.000096414136,0.00018679007,0.00081480655],"category_scores_gemma":[0.00013290257,0.00010666436,0.00003762352,0.00006553681,0.00007065623,0.000053474403,0.00010379822,0.00034823903,0.00038984884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020651175,0.000058247206,0.9857776,0.00007254284,0.000014061116,0.0003810426,0.00004846718,9.198889e-7,0.0007776866,0.0009402395,0.004981885,0.004882173],"study_design_scores_gemma":[0.0011147831,0.0011681002,0.883249,0.0000059397044,0.000008579015,0.0006753389,0.0000013156953,0.00023990525,0.000014608427,0.00041803587,0.113043755,0.000060679457],"about_ca_topic_score_codex":0.00023442687,"about_ca_topic_score_gemma":0.0000644313,"teacher_disagreement_score":0.10806187,"about_ca_system_score_codex":0.0000065157087,"about_ca_system_score_gemma":0.000067639725,"threshold_uncertainty_score":0.89215606},"labels":[],"label_agreement":null},{"id":"W2124252280","doi":"10.1016/j.surg.2012.10.001","title":"Estimating operative disease prevalence in a low-income country: Results of a nationwide population survey in Rwanda","year":2012,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":112,"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":"Medicine; Population; Confidence interval; Descriptive statistics; Cross-sectional study; Disease burden; Cluster (spacecraft); Demography; Disease; Environmental health; Statistics; Internal medicine","score_opus":0.03181188123924452,"score_gpt":0.33800578836619083,"score_spread":0.30619390712694633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124252280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981513,0.00060754485,0.000017749155,0.000132784,0.0004391146,0.00031711243,0.0001719783,0.000016712025,0.00014567719],"genre_scores_gemma":[0.9991245,0.000040816987,0.00016797337,0.00015682883,0.000077293895,0.000023446806,0.00034991937,0.000009883175,0.000049327795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980229,0.0003255753,0.0007504393,0.00017743799,0.00032388113,0.0003997677],"domain_scores_gemma":[0.9977852,0.0014802992,0.00017359141,0.00018334722,0.00012391394,0.0002536326],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039586285,0.00011021826,0.00039138572,0.0002843334,0.000029320925,0.0000061169094,0.000030790652,0.00006301863,0.000017269473],"category_scores_gemma":[0.00900848,0.00010172127,0.000045094897,0.00065593846,0.000031108764,0.00025782207,0.000018522464,0.00013796584,0.0000064295787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010425681,0.00017472345,0.99665606,0.0007068068,0.0000031966042,0.0000194638,0.00019595452,0.00019208716,0.000005783543,0.000023189405,0.00015116626,0.0008290106],"study_design_scores_gemma":[0.0005479246,0.00001022399,0.99522984,0.0016542082,0.0000058098894,0.0000026177256,0.00001535758,0.0023938955,0.0000118997405,0.000027645676,0.000018315895,0.00008227305],"about_ca_topic_score_codex":0.0036205486,"about_ca_topic_score_gemma":0.00092640787,"teacher_disagreement_score":0.005049852,"about_ca_system_score_codex":0.0001510376,"about_ca_system_score_gemma":0.00035291346,"threshold_uncertainty_score":0.99933904},"labels":[],"label_agreement":null},{"id":"W2125478732","doi":"10.1186/1478-4505-12-5","title":"Networking among young global health researchers through an intensive training approach: a mixed methods exploratory study","year":2014,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Thematic analysis; Global health; Health services research; Exploratory research; Global network; Medical education; Public relations; Inclusion (mineral); Psychology; Qualitative research; Public health; Knowledge management; Medicine; Nursing; Sociology; Political science; Computer science; Telecommunications","score_opus":0.6961966483418254,"score_gpt":0.6098821654991554,"score_spread":0.08631448284266996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125478732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88498306,0.029666482,0.014730761,0.027004851,0.0034844587,0.016388789,0.00008790447,0.00065955205,0.022994164],"genre_scores_gemma":[0.98722184,0.0014306114,0.0016092915,0.0054842904,0.0034416786,0.0005203789,0.000047779486,0.000060424976,0.00018372828],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.967669,0.02403498,0.0013896759,0.0010734189,0.0019547916,0.0038781292],"domain_scores_gemma":[0.99088466,0.0017069117,0.00034359057,0.0009456062,0.0012260547,0.0048931865],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.06901302,0.00036954824,0.0015453129,0.0005501515,0.0018129537,0.00022008929,0.00027941095,0.00025005097,0.0000021637682],"category_scores_gemma":[0.007876392,0.00031455292,0.00010612655,0.0021759467,0.0006169628,0.00039397913,0.00022458938,0.0016231586,0.000008719011],"study_design_candidate":"qualitative","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":[0.0026870437,0.001879039,0.1868431,0.013737041,0.00042845058,0.00020778133,0.30093655,0.00011447614,0.000012812861,0.04118182,0.084877186,0.3670947],"study_design_scores_gemma":[0.005574818,0.01152872,0.09389819,0.002146142,0.000019570503,0.0006556059,0.7544002,0.03152924,9.3694314e-7,0.0019652387,0.09765981,0.0006215192],"about_ca_topic_score_codex":0.06537812,"about_ca_topic_score_gemma":0.0022676205,"teacher_disagreement_score":0.45346364,"about_ca_system_score_codex":0.002209116,"about_ca_system_score_gemma":0.0076084114,"threshold_uncertainty_score":0.9999307},"labels":[],"label_agreement":null},{"id":"W2125946577","doi":"10.7861/clinmedicine.11-5-456","title":"Postgraduate training in global health: ensuring UK doctors can contribute to health in resource-poor countries","year":2011,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"St. Thomas Hospital","funders":"","keywords":"Flexibility (engineering); Medicine; Training (meteorology); Curriculum; Global health; Work (physics); Resource (disambiguation); Medical education; Order (exchange); Public relations; Nursing; Economic growth; Public health; Business; Political science; Management; Economics","score_opus":0.13989785243194905,"score_gpt":0.44065707065971277,"score_spread":0.30075921822776375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125946577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70193756,0.003007529,0.000052785417,0.2890739,0.0015698624,0.001423662,0.000096967604,0.00010217331,0.0027355335],"genre_scores_gemma":[0.84407365,0.00086516736,0.00030870718,0.15396012,0.0006042297,0.000024448169,0.00006244046,0.00002157856,0.00007961805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99365836,0.00054418214,0.0029564237,0.00067996286,0.00051590544,0.0016451793],"domain_scores_gemma":[0.99560827,0.0009665324,0.00038355406,0.00044070653,0.00013225291,0.002468705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008234875,0.000320508,0.0021095295,0.00029157268,0.000099098346,0.0000057925363,0.00018173708,0.00021795504,0.00011361205],"category_scores_gemma":[0.0056844847,0.0002592318,0.00012442544,0.0009314589,0.0003255282,0.000033760232,0.0000688193,0.0007982619,0.000036111396],"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":[0.0035794815,0.0003067153,0.8217182,0.00040472753,0.000039415874,0.0006715832,0.006025656,0.000001966213,0.000001210717,0.0016880454,0.039151467,0.12641151],"study_design_scores_gemma":[0.00749659,0.0041043106,0.88891655,0.0036685339,0.000017969414,0.00009911468,0.002179933,0.00003253723,0.0000026678385,0.0008429934,0.09240953,0.00022928917],"about_ca_topic_score_codex":0.011056267,"about_ca_topic_score_gemma":0.012064811,"teacher_disagreement_score":0.1421361,"about_ca_system_score_codex":0.0008587957,"about_ca_system_score_gemma":0.0022314826,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2126998611","doi":"10.3109/0142159x.2014.899685","title":"Faculty development through international exchange: The IMEX initiative","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"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; Dalhousie University","funders":"","keywords":"Medical education; MEDLINE; Medicine; Political science","score_opus":0.07463318091717376,"score_gpt":0.37585426982501335,"score_spread":0.3012210889078396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126998611","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":[0.30687767,0.0006106634,0.010548613,0.13050057,0.0022000978,0.00053251296,0.0000049945074,0.00019896372,0.5485259],"genre_scores_gemma":[0.96136415,0.000048531405,0.00089023646,0.028406762,0.0011165251,0.000058260837,0.00014916707,0.000014636369,0.007951726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985407,0.000101352605,0.00023513261,0.00015922663,0.0006816658,0.00028194365],"domain_scores_gemma":[0.9994069,0.0000787056,0.00004385871,0.00013354617,0.00006967814,0.00026734723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010305318,0.0000966344,0.00016841952,0.00001966396,0.000083313615,0.000007618738,0.00013774187,0.0001164417,0.006136131],"category_scores_gemma":[0.00141222,0.000053444754,0.00005106883,0.00007945473,0.000102588165,0.00003687718,0.00006979527,0.00036135514,0.000416385],"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":[0.00014421069,0.00041620026,0.08787433,0.00007851402,0.0001499576,0.000056271572,0.006683726,1.2664427e-7,0.0000029219252,0.0016890167,0.4254999,0.47740483],"study_design_scores_gemma":[0.00069222023,0.00003130803,0.0377666,0.00006456507,0.000008826788,0.00003157285,0.00018795306,0.00048585402,0.000023862922,0.00023512602,0.96040887,0.0000632375],"about_ca_topic_score_codex":0.000035527515,"about_ca_topic_score_gemma":0.00001015114,"teacher_disagreement_score":0.6544865,"about_ca_system_score_codex":0.00008618868,"about_ca_system_score_gemma":0.0002459793,"threshold_uncertainty_score":0.9947724},"labels":[],"label_agreement":null},{"id":"W2127146483","doi":"10.5430/jnep.v4n2p140","title":"Global perspectives on nursing leadership: Lessons learned from an international nursing and health care leadership development program","year":2013,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Pan American Health Organization","keywords":"Mentorship; Coaching; Leadership development; Nursing; Health care; Medical education; Psychology; Medicine; Political science; Public relations","score_opus":0.3727981028483269,"score_gpt":0.5292205833971828,"score_spread":0.15642248054885594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127146483","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":[0.31613594,0.019051105,0.00023098204,0.64922386,0.0023385955,0.00047925694,0.0000035480703,0.00004304909,0.012493649],"genre_scores_gemma":[0.9678901,0.0006133299,0.025293903,0.005363234,0.0007094435,0.0000058166183,0.000027101874,0.000014271376,0.00008282003],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983294,0.00027430904,0.00041391773,0.00025334963,0.00040270286,0.0003263432],"domain_scores_gemma":[0.9979647,0.00021391835,0.0004863259,0.00011764316,0.00062997546,0.0005874447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061025727,0.00015339705,0.00026423976,0.00017425278,0.00034271806,0.0001595423,0.000067065244,0.00009702374,0.00003115159],"category_scores_gemma":[0.0005923132,0.000140365,0.000042318894,0.00015524944,0.00014704761,0.0008543148,0.0000039793467,0.00038237823,0.000004421545],"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":[0.0006105496,0.0028174191,0.0014183674,0.00004228301,0.000040189887,0.000003252064,0.07741675,0.0000012089747,0.0000132212135,0.00060382177,0.0058362572,0.9111967],"study_design_scores_gemma":[0.0008720845,0.0008950766,0.27260834,0.0048958403,0.00009760481,0.0016326844,0.7037631,0.00003631666,0.000014864716,0.00055037125,0.014483415,0.00015028025],"about_ca_topic_score_codex":0.0000972861,"about_ca_topic_score_gemma":0.0000045624547,"teacher_disagreement_score":0.9110464,"about_ca_system_score_codex":0.0016318407,"about_ca_system_score_gemma":0.0019495357,"threshold_uncertainty_score":0.5723918},"labels":[],"label_agreement":null},{"id":"W2127157726","doi":"10.1186/1471-2458-8-168","title":"Public engagement on global health challenges","year":2008,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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; University of Toronto; University Health Network","funders":"Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Public engagement; Viewpoints; Public health; Public relations; Stakeholder engagement; Global public good; Global health; Community engagement; Political science; Medicine; Public good; Economics","score_opus":0.2605331017399452,"score_gpt":0.3926695035701194,"score_spread":0.13213640183017422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127157726","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":[0.12545142,0.021986445,0.0010231893,0.7758167,0.0018594583,0.0022048145,0.00010249245,0.0008713728,0.07068413],"genre_scores_gemma":[0.9060182,0.013193721,0.0014657606,0.0780612,0.0006178067,0.00007685838,0.0001253809,0.000033208977,0.00040784676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99404323,0.0008845023,0.0009658849,0.0006908995,0.0010372411,0.0023782654],"domain_scores_gemma":[0.99449325,0.00018489489,0.00030814327,0.0008137881,0.00021305465,0.0039868993],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047248695,0.00032464231,0.00085529214,0.0002690547,0.00074836967,0.000032682994,0.00020187625,0.00015043735,0.00019128484],"category_scores_gemma":[0.00093618094,0.00028195686,0.00018582166,0.0006869933,0.00010803748,0.00017538163,0.00007700634,0.00050492346,0.00046282331],"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":[0.00019957319,0.0026044787,0.110229924,0.0021526907,0.00006550404,0.0001071736,0.0011111891,0.0000014608228,2.3927427e-7,0.1320601,0.3263856,0.4250821],"study_design_scores_gemma":[0.001331645,0.001271797,0.38372865,0.00008744784,0.0000017294356,0.00027336134,0.00033734832,0.000042802854,2.4833074e-7,0.00016254494,0.61260885,0.0001535838],"about_ca_topic_score_codex":0.0006308432,"about_ca_topic_score_gemma":0.00045030986,"teacher_disagreement_score":0.7805668,"about_ca_system_score_codex":0.002539501,"about_ca_system_score_gemma":0.016720597,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W2127286303","doi":"10.1016/j.wneu.2013.09.049","title":"Reconnaissance Mission to the Neurosurgical Department in Kijabe Hospital, Kenya: A Call for the Submission of Ideas and Strategies","year":2013,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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; University Health Network","funders":"Medtronic","keywords":"Neurosurgery; Medicine; Inclusion (mineral); MEDLINE; Medical education; Surgery; Psychology; Political science","score_opus":0.030395883831009093,"score_gpt":0.2964699586430335,"score_spread":0.2660740748120244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127286303","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":[0.16168025,0.0031268033,0.000014235853,0.8288641,0.0025716757,0.0031959421,0.00007646839,0.000047726015,0.00042282374],"genre_scores_gemma":[0.39437136,0.0011255619,0.000037552156,0.5965074,0.0016361395,0.0005050706,0.000076127224,0.00010541841,0.0056354287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648374,0.0002717203,0.0010454402,0.0007274726,0.0005614583,0.00091018336],"domain_scores_gemma":[0.9953869,0.0030115715,0.0003617703,0.00077794446,0.00014092105,0.00032087992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000825145,0.0004713238,0.0009813694,0.0003064596,0.00018895172,0.000089587826,0.00024383013,0.00030531097,0.00005093311],"category_scores_gemma":[0.00071972,0.00025971196,0.00031895723,0.0005454491,0.00019236514,0.00008425519,0.00011928629,0.0013064572,0.000013651812],"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":[0.00038011474,0.00007563232,0.0074837725,0.0005990551,0.000015013249,0.00036426095,0.000048310172,0.000012190486,0.0000648139,0.00003248741,0.988678,0.002246355],"study_design_scores_gemma":[0.00045241718,0.0002453922,0.058174137,0.0006817866,0.000058136113,0.000069261885,0.000020156083,0.0001227512,0.00006871374,0.00009572467,0.93977255,0.00023896931],"about_ca_topic_score_codex":0.00012967351,"about_ca_topic_score_gemma":0.000033680273,"teacher_disagreement_score":0.2326911,"about_ca_system_score_codex":0.000059644255,"about_ca_system_score_gemma":0.00032797307,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2128290288","doi":"10.4038/sljch.v36i4.80","title":"Dr Ananda W Atukorala – Paediatric Radiologist","year":2008,"lang":"en","type":"article","venue":"Sri Lanka Journal of Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","keywords":"Medicine; Sri lanka; Child health; General surgery; Pediatrics; Family medicine; Ancient history; South asia; History","score_opus":0.02222833894679122,"score_gpt":0.31157299739028993,"score_spread":0.2893446584434987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128290288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8610363,0.04192439,0.00007814205,0.08565783,0.0016628695,0.00033564426,0.00002667319,0.000045561286,0.009232584],"genre_scores_gemma":[0.95151114,0.019652274,0.00052369596,0.026254488,0.0019178945,8.520955e-7,0.000016001755,0.000012234091,0.000111418114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977073,0.00015722236,0.0009060728,0.00014342282,0.00044411427,0.000641843],"domain_scores_gemma":[0.9978651,0.00010888825,0.00059393514,0.0002024395,0.00019561636,0.0010340672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012118503,0.00015316327,0.0007687692,0.00026269868,0.00027017583,0.000005449976,0.00011016525,0.00011072819,0.00008418474],"category_scores_gemma":[0.00026388277,0.00010807957,0.00024035489,0.00035662818,0.000088714754,0.00007978632,0.000016175563,0.0006984733,0.000031711515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000966315,0.00034916922,0.49882057,0.00036170526,0.00006905423,0.0014663994,0.0010964007,0.00001606891,0.000003638893,0.0002675835,0.48403805,0.012545027],"study_design_scores_gemma":[0.0033764422,0.0020525565,0.51344544,0.00030954086,0.000035466226,0.018444858,0.00017478023,0.000011007978,0.000010764035,0.00011121225,0.46187446,0.00015346699],"about_ca_topic_score_codex":0.00008929939,"about_ca_topic_score_gemma":0.00001033778,"teacher_disagreement_score":0.09047484,"about_ca_system_score_codex":0.0002124938,"about_ca_system_score_gemma":0.0016216981,"threshold_uncertainty_score":0.4407357},"labels":[],"label_agreement":null},{"id":"W2129027522","doi":"10.1016/j.jmpt.2007.06.008","title":"Collaborative Community-Based Teaching Clinics at the Canadian Memorial Chiropractic College: Addressing the Needs of Local Poor Communities","year":2007,"lang":"en","type":"article","venue":"Journal of Manipulative and Physiological Therapeutics","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Memorial Chiropractic College; St. Michael's Hospital","funders":"","keywords":"Chiropractic; Medicine; Health care; Public health; Community health; Population; Family medicine; Nursing; Alternative medicine; Environmental health; Economic growth","score_opus":0.3863161472703977,"score_gpt":0.431139255669164,"score_spread":0.0448231083987663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129027522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329084,0.0007386544,0.0002641814,0.003721001,0.00030441285,0.00024614704,0.00003155134,0.000004577644,0.001398662],"genre_scores_gemma":[0.98621184,0.0001628595,0.00016860946,0.013141138,0.00026545575,0.000001037073,0.000012436238,0.000009783624,0.000026873302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971273,0.0015397685,0.00065886485,0.000045316738,0.0003110544,0.00031770466],"domain_scores_gemma":[0.99487287,0.0034873572,0.0006205287,0.00021457238,0.0005918166,0.00021284608],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036980032,0.00016554218,0.0005079061,0.000100441976,0.0014088365,0.00002143134,0.00019450387,0.00016524167,0.000020334799],"category_scores_gemma":[0.00018162666,0.00007776333,0.00014610277,0.00026625925,0.0008298469,0.000060164835,0.00005509944,0.0017892797,8.520649e-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":[0.14414425,0.010055045,0.26468426,0.0025231543,0.01006473,0.0009412139,0.17650874,0.007035827,0.027278617,0.1531038,0.03146061,0.17219976],"study_design_scores_gemma":[0.008541076,0.010766467,0.5573727,0.0011171764,0.001314403,0.0005549117,0.28492483,0.0039549773,0.0021400345,0.009584912,0.11906028,0.0006682083],"about_ca_topic_score_codex":0.0035352458,"about_ca_topic_score_gemma":0.008894121,"teacher_disagreement_score":0.29268846,"about_ca_system_score_codex":0.00018367128,"about_ca_system_score_gemma":0.00058003736,"threshold_uncertainty_score":0.9998912},"labels":[],"label_agreement":null},{"id":"W2129568123","doi":"10.1016/j.wneu.2013.07.003","title":"Teaching and Sustainably Implementing Awake Craniotomy in Resource-Poor Settings","year":2013,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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 Health Network; Toronto Western Hospital; University of Toronto; Centre for Global Health Research","funders":"","keywords":"Medicine; Awake craniotomy; Craniotomy; Perioperative; Neurosurgery; Surgery; Intensive care unit; Meningioma; Anesthesia; Intensive care medicine","score_opus":0.009676152222277334,"score_gpt":0.2691592497620671,"score_spread":0.25948309753978976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129568123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95841324,0.00020096265,0.0000030153674,0.026724448,0.00016556543,0.000623079,0.0000028603235,0.00011891441,0.013747883],"genre_scores_gemma":[0.95433915,0.000013610107,0.00014766054,0.038647942,0.00019436088,0.000059101116,0.0000119162505,0.00003960373,0.006546635],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972544,0.00022901784,0.0006566845,0.00043699492,0.0002766979,0.0011462597],"domain_scores_gemma":[0.998392,0.00075923774,0.00013775686,0.00025075828,0.000052420037,0.00040782674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676951,0.00021699055,0.00045221887,0.00057626574,0.0002635453,0.00007547315,0.000059075075,0.000057887843,0.00015345203],"category_scores_gemma":[0.0007626813,0.00020559358,0.00009516396,0.00045354303,0.000053566135,0.00018284284,0.00011534735,0.00070254924,0.000032480984],"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":[0.0000793251,0.00012184717,0.72099066,0.0006545389,0.000009693019,0.00068802293,0.00021805611,8.572413e-7,0.002088324,0.0003837806,0.21592027,0.05884464],"study_design_scores_gemma":[0.0005964849,0.000027476652,0.3281104,0.00018194165,0.0000115957955,0.00011143575,0.00045441944,0.00019976294,0.000091511174,0.00012200891,0.6699157,0.0001772759],"about_ca_topic_score_codex":0.0007327961,"about_ca_topic_score_gemma":0.000050171668,"teacher_disagreement_score":0.45399544,"about_ca_system_score_codex":0.000075065844,"about_ca_system_score_gemma":0.0001013043,"threshold_uncertainty_score":0.83838624},"labels":[],"label_agreement":null},{"id":"W2129959273","doi":"10.1016/s0140-6736(14)60396-2","title":"Debates in medicine: global representation in medical discourse","year":2014,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Scopus; Representation (politics); Developing country; Medical journal; Global health; MEDLINE; Political science; Library science; Creativity; Medicine; Sociology; Law; Health care; Family medicine; Economic growth; Politics","score_opus":0.05297558355388201,"score_gpt":0.4035523519874697,"score_spread":0.3505767684335877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129959273","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":[0.018415473,0.00089391373,0.000015957476,0.9644792,0.00067482877,0.0003444303,0.000014614473,0.00003842987,0.015123146],"genre_scores_gemma":[0.06894217,0.00054102635,0.00001992482,0.9158983,0.013788681,0.000038643568,0.00040040305,0.000016819999,0.0003539905],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972781,0.00034369816,0.0005293446,0.00031646134,0.0008469744,0.0006854192],"domain_scores_gemma":[0.99857354,0.00048715464,0.00012234508,0.000649835,0.000033448214,0.00013366259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014382305,0.00020331862,0.0010983115,0.0000931275,0.000024595407,0.000007464655,0.00030932523,0.00056253304,0.00033599787],"category_scores_gemma":[0.0012904345,0.000116447765,0.00006342686,0.0003778857,0.00023879127,0.000026036014,0.000046126966,0.0016578927,0.000089722686],"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":[0.000162384,0.000016281678,0.09512602,0.0002524706,0.000009663824,0.0014722506,0.00007625127,0.0000010745905,2.8830294e-7,0.00008741749,0.9003674,0.0024285337],"study_design_scores_gemma":[0.0032997602,0.000084903746,0.14717393,0.0021440112,0.000045170735,0.00037478513,0.00009238953,0.00029053926,0.0000011358193,0.002639026,0.84368,0.00017434845],"about_ca_topic_score_codex":0.002762136,"about_ca_topic_score_gemma":0.00071676227,"teacher_disagreement_score":0.056687362,"about_ca_system_score_codex":0.00017805808,"about_ca_system_score_gemma":0.00025769317,"threshold_uncertainty_score":0.7202811},"labels":[],"label_agreement":null},{"id":"W2130101052","doi":"10.1007/s00268-009-0360-4","title":"Role of Collaborative Academic Partnerships in Surgical Training, Education, and Provision","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":166,"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":"Medicine; Expatriate; Multidisciplinary approach; Medical education; Global health; Vascular surgery; Curriculum; Health care; Nursing; Public health; Political science; Surgery; Cardiac surgery","score_opus":0.04433716792872458,"score_gpt":0.3437638533002367,"score_spread":0.29942668537151207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130101052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899287,0.0046165343,3.3444192e-7,0.002565104,0.00051370735,0.00010791254,0.0000021757253,0.0000040529976,0.0022614463],"genre_scores_gemma":[0.99829525,0.0006607702,0.00018423883,0.0002507742,0.00035088198,0.000002824352,0.0000026467203,0.000008266155,0.0002443723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984522,0.00009854852,0.0008233547,0.00010066215,0.0002855067,0.00023974484],"domain_scores_gemma":[0.9980071,0.0007597212,0.00044414238,0.00008536592,0.00034557423,0.00035806865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130253,0.00009432334,0.00053863315,0.00059573253,0.000027144068,0.0000056431068,0.00004093892,0.00010254745,0.00006906014],"category_scores_gemma":[0.0007169618,0.000074353986,0.00008593866,0.0006230721,0.00009981964,0.00013407196,0.000010490266,0.00077672844,0.0000014595261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008446698,0.00024732883,0.8658371,0.00010707121,0.000015976015,0.00008329812,0.0010550212,4.1384936e-7,0.0024688176,0.00097292056,0.007052669,0.12131474],"study_design_scores_gemma":[0.0011014055,0.00011805429,0.67406344,0.0013398523,0.000043624153,0.0013638429,0.0036010458,0.000016802422,0.0014052376,0.0016035533,0.31517556,0.0001676074],"about_ca_topic_score_codex":0.000010122394,"about_ca_topic_score_gemma":0.00005040261,"teacher_disagreement_score":0.3081229,"about_ca_system_score_codex":0.000028119868,"about_ca_system_score_gemma":0.0021398852,"threshold_uncertainty_score":0.37960646},"labels":[],"label_agreement":null},{"id":"W2130471706","doi":"10.1111/j.1460-9592.2008.02841.x","title":"The World Federation of Societies of Anaesthesiologists and Pediatric Anesthesia","year":2008,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital","funders":"Christian Medical College, Vellore","keywords":"Medicine; Subspecialty; Anesthesia; Family medicine","score_opus":0.03399819555119806,"score_gpt":0.3194112727417572,"score_spread":0.28541307719055914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130471706","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":[0.0133775985,0.9848932,0.0000017074993,0.00039090723,0.000057552537,0.0010448906,0.0000038220132,0.000052590567,0.00017771195],"genre_scores_gemma":[0.0010624862,0.9968853,0.00016703951,0.00017967056,0.0007572797,0.00007365575,0.000050791732,0.000061433544,0.0007623428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962496,0.00038055662,0.00165104,0.00048473608,0.00060715125,0.00062692637],"domain_scores_gemma":[0.9959812,0.001446694,0.0014428933,0.00057875586,0.00026328542,0.00028717713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082532136,0.00056358945,0.0026116355,0.0004774896,0.00032117212,0.000022509235,0.0002537961,0.0005109659,0.00000993705],"category_scores_gemma":[0.00024008182,0.00035640493,0.00072106224,0.0012609017,0.00033499085,0.000063695734,0.000033964294,0.00049005955,0.000015731626],"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":[0.0002823096,0.00046886998,0.11120283,0.08641359,0.00015134776,0.0010697638,0.00026776665,5.881173e-7,8.098484e-8,0.0007080572,0.09313995,0.70629483],"study_design_scores_gemma":[0.00038066626,0.00048344955,0.014278086,0.00073961756,0.0018452599,0.0035762049,0.000039088194,0.000006237641,5.3937816e-7,0.00007416707,0.9781333,0.00044336694],"about_ca_topic_score_codex":0.000034877772,"about_ca_topic_score_gemma":0.0000043212262,"teacher_disagreement_score":0.8849934,"about_ca_system_score_codex":0.000083536164,"about_ca_system_score_gemma":0.0014792075,"threshold_uncertainty_score":0.9998888},"labels":[],"label_agreement":null},{"id":"W2130576350","doi":"10.1503/cmaj.081165","title":"Bridging the gaps between research, policy and practice in low- and middle-income countries: a survey of health care providers","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":70,"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 Disability Prevention and Rehabilitation; McMaster University","funders":"","keywords":"Medicine; Family medicine; Health care; Tanzania; Developing country; Odds ratio; Environmental health; Socioeconomics; Economic growth","score_opus":0.035915209119728106,"score_gpt":0.3791364234391488,"score_spread":0.34322121431942065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130576350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7619946,0.0016254673,0.0000019615672,0.23547958,0.0001611629,0.0002290816,0.000051194416,0.0000031313862,0.00045380363],"genre_scores_gemma":[0.9872874,0.0008207895,0.000028940753,0.011188277,0.0006259173,0.0000027591755,0.000009860516,0.000007975533,0.00002810409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960898,0.0013101691,0.00055341993,0.00012362965,0.0012337265,0.00068923045],"domain_scores_gemma":[0.9924118,0.0041404297,0.00027247635,0.00009560157,0.0010987485,0.0019809743],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.023818238,0.00007325135,0.0003035588,0.00034744432,0.00034208255,0.00005661254,0.000081607555,0.0002226205,0.00003588706],"category_scores_gemma":[0.083510876,0.00005579771,0.000021508667,0.0004875493,0.00016743287,0.00011318124,0.000018049395,0.00176536,0.0000027729313],"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":[0.000034701032,0.0000074848513,0.97675675,0.00023430077,0.000023227554,0.00007262321,0.00267471,6.055285e-8,1.9790843e-7,0.00010728783,0.0035531246,0.01653554],"study_design_scores_gemma":[0.00073305075,0.000077688615,0.95914245,0.00063181407,0.000006062835,0.00027264998,0.0020862268,0.000016841277,5.687728e-7,0.00003436767,0.036953207,0.000045090674],"about_ca_topic_score_codex":0.26931077,"about_ca_topic_score_gemma":0.38821897,"teacher_disagreement_score":0.22529276,"about_ca_system_score_codex":0.001062208,"about_ca_system_score_gemma":0.02313938,"threshold_uncertainty_score":0.9823985},"labels":[],"label_agreement":null},{"id":"W2131365723","doi":"10.1177/1028315308329806","title":"Building Global Health Research Competencies at the Undergraduate Level","year":2009,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Bachelor; Global health; Medical education; Health equity; Capacity building; Political science; Health care; Public relations; Sociology; Medicine","score_opus":0.3134226489045804,"score_gpt":0.5687551300473782,"score_spread":0.25533248114279783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131365723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68551886,0.01592294,0.000091118214,0.29143924,0.0041401624,0.00015205238,0.000003863717,0.0000041488224,0.0027276077],"genre_scores_gemma":[0.9873017,0.0041377535,0.0021179176,0.0051056254,0.0006456618,0.0000033111571,0.0000023843404,0.0000026272457,0.0006830363],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99824226,0.00012300145,0.00055083924,0.00009258687,0.0007494109,0.00024189259],"domain_scores_gemma":[0.99769944,0.00028613766,0.00026944056,0.0000891714,0.0015475577,0.00010822547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023045843,0.000069088775,0.00021533674,0.0001938458,0.00017838163,0.000015063539,0.00013962101,0.000024974335,0.000010527169],"category_scores_gemma":[0.0017702,0.00004491781,0.000068945155,0.00032820078,0.0001228716,0.000098928715,0.00004288725,0.00028849457,0.0000072259013],"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":[0.0010378684,0.0011870239,0.10764113,0.00017927404,0.00027625237,0.000047201895,0.00346397,0.00014401495,0.00018413422,0.07565962,0.56097436,0.24920516],"study_design_scores_gemma":[0.0009381801,0.00060401607,0.8357612,0.0015560599,0.0000148009,0.0012076974,0.010164146,0.00005172874,0.000047508613,0.07147661,0.07809592,0.00008214817],"about_ca_topic_score_codex":0.00012309238,"about_ca_topic_score_gemma":0.000116383075,"teacher_disagreement_score":0.72812,"about_ca_system_score_codex":0.003040429,"about_ca_system_score_gemma":0.0014043724,"threshold_uncertainty_score":0.79506165},"labels":[],"label_agreement":null},{"id":"W2133431995","doi":"10.4103/0970-2113.152612","title":"From Editor′s desk","year":2015,"lang":"en","type":"article","venue":"Lung India","topic":"Global Health and Surgery","field":"Medicine","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":"Publication; Medicine; Desk; Editorial board; Publishing; Yearbook; Section (typography); Quarter (Canadian coin); Library science; Public relations; Political science; Law; History; Advertising; Business","score_opus":0.017438579769573196,"score_gpt":0.3071247189950448,"score_spread":0.2896861392254716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133431995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94884825,0.0009801073,0.000050860603,0.0008336325,0.012354045,0.00015480212,0.000022202814,0.000098586446,0.036657512],"genre_scores_gemma":[0.9835443,0.000010203326,0.00059911207,0.0024635366,0.01236228,0.000006176233,0.00007004905,0.000009591188,0.0009347635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993304,0.000016522843,0.0001142835,0.00010859908,0.00019602034,0.00023419994],"domain_scores_gemma":[0.9992495,0.00004753048,0.000023732266,0.00016186763,0.00005131618,0.00046601254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014402528,0.000058316775,0.00013619286,0.000030860752,0.000020229752,0.0000061876312,0.00003500442,0.000081453356,0.000120074044],"category_scores_gemma":[0.00011748547,0.0000488286,0.00003188186,0.00007846098,0.000015788719,0.000032290453,0.000014389446,0.00010932906,0.0005346427],"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":[0.000077016,0.00002075398,0.1636218,0.000015075814,0.0000102976965,0.00007201776,0.0003434061,3.1519832e-7,0.000017245873,0.000049823,0.8345992,0.0011730688],"study_design_scores_gemma":[0.0012191546,0.00010282984,0.20831002,0.00008327085,0.000041690822,0.000018588904,0.0003097392,0.00016663618,0.00016307263,0.000779251,0.78868836,0.00011737051],"about_ca_topic_score_codex":0.00062610855,"about_ca_topic_score_gemma":0.0000074868067,"teacher_disagreement_score":0.04591081,"about_ca_system_score_codex":0.00011171591,"about_ca_system_score_gemma":0.00031246783,"threshold_uncertainty_score":0.68719286},"labels":[],"label_agreement":null},{"id":"W2134271326","doi":"10.1503/cmaj.081164","title":"Bridging the gaps between research, policy and practice in low- and middle-income countries: a survey of researchers","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Alliance for Health Policy and Systems Research; Global Development Network; McMaster University; World Health Organization","keywords":"Bridging (networking); Low and middle income countries; Data science; Computer science; Developing country; World Wide Web; Economic growth; Computer security; Economics","score_opus":0.07160572226178881,"score_gpt":0.4109580288108639,"score_spread":0.3393523065490751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134271326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8385697,0.0004679091,0.0000011666721,0.15931629,0.00011242763,0.00014032649,0.000034279732,0.0000023723567,0.0013555477],"genre_scores_gemma":[0.9935477,0.0010812823,0.000025746533,0.0043989406,0.0008190046,0.0000023388081,0.000004718326,0.000007907749,0.0001123968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956351,0.0013808801,0.00044151704,0.00011916475,0.0016832075,0.0007401518],"domain_scores_gemma":[0.98619354,0.009500305,0.00016583421,0.000112960624,0.0013856632,0.002641699],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042606406,0.00006600979,0.0002422619,0.00044709537,0.00026787157,0.000065024826,0.000108770204,0.00028400726,0.000108013766],"category_scores_gemma":[0.19871671,0.00004965094,0.000021246478,0.0006872109,0.0002704052,0.000116358206,0.000027695523,0.0025514965,0.0000068380486],"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":[0.00006317651,0.000009933648,0.9883375,0.000083475585,0.000029337873,0.00018463851,0.0006561652,4.5583036e-8,0.0000014214703,0.00021124618,0.0036653315,0.006757687],"study_design_scores_gemma":[0.000697558,0.000052762887,0.9611217,0.00044481803,0.0000062572376,0.00032849555,0.00046901146,0.000046763274,0.0000017941221,0.00011182172,0.03667769,0.000041366584],"about_ca_topic_score_codex":0.1674118,"about_ca_topic_score_gemma":0.2331452,"teacher_disagreement_score":0.1561103,"about_ca_system_score_codex":0.0006727237,"about_ca_system_score_gemma":0.012688407,"threshold_uncertainty_score":0.99974966},"labels":[],"label_agreement":null},{"id":"W2136565042","doi":"10.1542/peds.2013-1534","title":"Development and Evaluation of Global Child Health Educational Modules","year":2013,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; McMaster University; McMaster Children's Hospital; Hôpital Maisonneuve-Rosemont; Alberta Children's Hospital; University of Manitoba; BC Children's Hospital; University of Alberta; Children's Hospital of Winnipeg; University of British Columbia; University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Curriculum; Medicine; Citizen journalism; Modular design; Medical education; Focus group; Pedagogy; Psychology; Computer science","score_opus":0.029405811503848103,"score_gpt":0.33962406185854405,"score_spread":0.31021825035469597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136565042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98599535,0.0045509096,0.000029669933,0.0062410953,0.00018073914,0.00033564298,0.00000671313,0.000008356473,0.002651541],"genre_scores_gemma":[0.9931626,0.00023883044,0.005521158,0.00078451977,0.00020482083,0.000023255141,0.000040815274,0.000002819724,0.00002118848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990613,0.000026574859,0.00024088607,0.00010162592,0.00040618933,0.00016343404],"domain_scores_gemma":[0.99933594,0.000028992306,0.00008437801,0.00007209509,0.00026903386,0.00020956696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054333685,0.00005303091,0.00012351824,0.000034851022,0.000052502317,0.0000041626254,0.000018010689,0.0000326768,0.00007873009],"category_scores_gemma":[0.00017363494,0.000046934383,0.000015545322,0.00016013274,0.000013372626,0.000035789224,0.00001231165,0.000041229847,0.00002983483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013417819,0.00018365552,0.78143215,0.00037550513,0.0000074997342,1.452318e-7,0.00018717926,0.0000070314445,9.3929924e-7,0.0020615975,0.018950922,0.19677994],"study_design_scores_gemma":[0.00035762406,0.000025189363,0.996648,0.000014669273,0.000018622208,0.000012159091,0.00005601999,0.00029492067,0.0000029352896,0.00069351273,0.0018388279,0.000037487436],"about_ca_topic_score_codex":0.00016455966,"about_ca_topic_score_gemma":0.000017509094,"teacher_disagreement_score":0.21521586,"about_ca_system_score_codex":0.00018243131,"about_ca_system_score_gemma":0.001281847,"threshold_uncertainty_score":0.22739416},"labels":[],"label_agreement":null},{"id":"W2139104179","doi":"10.1016/j.jpedsurg.2014.02.069","title":"Pediatric surgical camps as one model of global surgical partnership: A Way Forward","year":2014,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Medicine; General partnership; General surgery","score_opus":0.03692317595062883,"score_gpt":0.3080947093342866,"score_spread":0.2711715333836578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139104179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986698,0.005460749,0.00019588436,0.0009971013,0.0011233005,0.00018539537,0.000021973612,0.00004147576,0.005276124],"genre_scores_gemma":[0.98263985,0.0054302593,0.00037801467,0.00030419,0.011030858,0.0000045467345,0.000010426683,0.000034855777,0.00016697093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99397856,0.00037441342,0.0024407452,0.0003516539,0.0017958275,0.0010588223],"domain_scores_gemma":[0.99312353,0.0026713742,0.001460117,0.00040932858,0.0007285397,0.001607114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044223596,0.00037698227,0.0019575935,0.0005713685,0.000089642424,0.000023487382,0.0002174097,0.0004278875,0.0001672048],"category_scores_gemma":[0.00202209,0.00030654654,0.0012673455,0.0013769349,0.000088248016,0.00022313988,0.00007210641,0.0006764759,0.00006897827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029473563,0.0010867859,0.8948412,0.00073522737,0.00010546907,0.0010987935,0.000046309477,0.0002488328,0.000003299054,0.0012498535,0.094372936,0.003263946],"study_design_scores_gemma":[0.062470037,0.011511449,0.62025714,0.0014144821,0.019850135,0.039602444,0.00085667486,0.015400435,0.0004020661,0.036660507,0.18406719,0.0075074444],"about_ca_topic_score_codex":0.000044487904,"about_ca_topic_score_gemma":0.0000032367157,"teacher_disagreement_score":0.27458405,"about_ca_system_score_codex":0.0002507195,"about_ca_system_score_gemma":0.0022950554,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W2140079840","doi":"10.1002/msj.20257","title":"New Academic Partnerships in Global Health: Innovations at Mount Sinai School of Medicine","year":2011,"lang":"en","type":"article","venue":"Mount Sinai Journal of Medicine A Journal of Translational and Personalized Medicine","topic":"Global Health and Surgery","field":"Medicine","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 on Minority Health and Health Disparities; National Institute of Environmental Health Sciences","keywords":"Global health; International health; Political science; Blueprint; Economic growth; Globalization; Health policy; Health promotion; Health education; Public health; Health care; Public relations; Medicine; Nursing; Engineering; Economics","score_opus":0.11582092634393164,"score_gpt":0.3813555696969017,"score_spread":0.26553464335297006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140079840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5066646,0.1304598,0.004608386,0.3535247,0.0018462954,0.00068552775,0.00003488028,0.00001608531,0.0021597154],"genre_scores_gemma":[0.9740254,0.0098473765,0.0028905224,0.009325936,0.0034462826,0.0000024549222,0.000035561585,0.00003597629,0.00039044762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991035,0.00038792158,0.0049025323,0.00030655248,0.0026606892,0.000707327],"domain_scores_gemma":[0.9921271,0.00064927246,0.0032324335,0.00022269742,0.0017880659,0.0019804104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068373946,0.0005094559,0.002736792,0.0013991921,0.00014205916,0.0000036883425,0.0003236902,0.00032373215,0.003440854],"category_scores_gemma":[0.0021205319,0.00032847052,0.00027591328,0.0015504695,0.0013993236,0.0003900931,0.000026652702,0.0016029786,0.0000036448403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055579726,0.0012306154,0.5278139,0.0037027579,0.0017260499,0.0020815579,0.029158758,0.00004865867,0.011248859,0.058888495,0.26400682,0.044513803],"study_design_scores_gemma":[0.0783131,0.015952833,0.68295616,0.024547454,0.0014883728,0.0297905,0.0056456937,0.00009522312,0.00010052934,0.026740285,0.1338499,0.00051993685],"about_ca_topic_score_codex":0.0010179145,"about_ca_topic_score_gemma":0.00010258151,"teacher_disagreement_score":0.46736085,"about_ca_system_score_codex":0.0012140259,"about_ca_system_score_gemma":0.003091181,"threshold_uncertainty_score":0.99991673},"labels":[],"label_agreement":null},{"id":"W2140532436","doi":"10.1186/1749-7922-7-s1-s13","title":"The scientific production in trauma of an emerging country","year":2012,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Production (economics); Medical emergency","score_opus":0.049798514594408594,"score_gpt":0.3414478552173845,"score_spread":0.29164934062297593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140532436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704151,0.011195251,0.000002795831,0.0013626541,0.016255679,0.00010532776,0.0000015101995,0.000006155388,0.00065548805],"genre_scores_gemma":[0.99719983,0.0008833907,0.000055333494,0.000052801875,0.0009932095,0.0000022156428,0.0000037637435,0.000012303562,0.0007971564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973337,0.00016333713,0.0012682466,0.00011268405,0.00058227836,0.00053972204],"domain_scores_gemma":[0.9983418,0.00017345896,0.0005675145,0.00025424594,0.0003479215,0.00031505324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007188548,0.000108940694,0.00039179774,0.00062659924,0.00016664306,0.000008228461,0.00008541828,0.00003643184,0.00018611246],"category_scores_gemma":[0.0007863104,0.00007429531,0.00020320255,0.0013880426,0.000077434524,0.00041422909,0.0000107782125,0.00028830348,0.0000047105377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050516316,0.0005210697,0.88579565,0.00016565387,0.00003497078,0.000024847153,0.00041346138,0.000018042365,0.0012940621,0.00013343255,0.053174887,0.057918772],"study_design_scores_gemma":[0.00025159086,0.000057033532,0.8265234,0.00040995618,0.000059712034,0.00020800838,0.00074226176,0.000028055369,0.0020788321,0.00025314037,0.16924664,0.00014136916],"about_ca_topic_score_codex":0.000036713223,"about_ca_topic_score_gemma":0.00021872565,"teacher_disagreement_score":0.11607176,"about_ca_system_score_codex":0.00007243772,"about_ca_system_score_gemma":0.00027060742,"threshold_uncertainty_score":0.3029675},"labels":[],"label_agreement":null},{"id":"W2141260421","doi":"10.1186/1744-8603-10-27","title":"Challenges faced by multidisplinary new investigators on addressing grand challenges in global health","year":2014,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children; Women's College Hospital","funders":"Grand Challenges Canada; Bill and Melinda Gates Foundation","keywords":"Grand Challenges; Commercialization; Transformative learning; Engineering ethics; Sociology; Cognitive reframing; Thematic analysis; Mentorship; Public relations; Multidisciplinary approach; Vision; Global health; Political science; Health care; Medicine; Qualitative research; Social science; Psychology; Medical education; Engineering; Pedagogy","score_opus":0.12623898753342036,"score_gpt":0.3968530878727627,"score_spread":0.2706141003393423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141260421","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":[0.0976009,0.32719684,0.0016635391,0.54489297,0.0010990709,0.0023588582,0.00011073573,0.00047415393,0.024602942],"genre_scores_gemma":[0.8535704,0.11264355,0.00055334746,0.032747816,0.00019641509,0.000012665089,0.00018409707,0.000024589883,0.000067136076],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974378,0.0002922128,0.0006098309,0.00055079575,0.00035862616,0.0007507814],"domain_scores_gemma":[0.99786174,0.000046301593,0.00022924085,0.00026241541,0.000047810878,0.0015524818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011568168,0.00025733776,0.00065474573,0.000113873204,0.00020496099,0.000020227802,0.00006086238,0.00016788689,0.000010835916],"category_scores_gemma":[0.00015913627,0.0002388963,0.000045577173,0.00029040355,0.000060929593,0.00008329058,0.00002962915,0.00017816912,0.000014201719],"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":[0.00033375763,0.0003799766,0.05952065,0.0022550775,0.00001592224,0.000006696188,0.0013353345,0.0000339401,0.0000017370623,0.048501693,0.0908635,0.79675174],"study_design_scores_gemma":[0.0066818134,0.002059351,0.8292083,0.0026453438,0.000011356785,0.000084510895,0.0011428446,0.002026425,0.0000055598043,0.0041566333,0.15155603,0.00042181803],"about_ca_topic_score_codex":0.0011140998,"about_ca_topic_score_gemma":0.0016205675,"teacher_disagreement_score":0.7963299,"about_ca_system_score_codex":0.00041853337,"about_ca_system_score_gemma":0.00092913717,"threshold_uncertainty_score":0.97419083},"labels":[],"label_agreement":null},{"id":"W2141722925","doi":"10.1371/journal.pmed.1000243","title":"Essential Surgery at the District Hospital: A Retrospective Descriptive Analysis in Three African Countries","year":2010,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"Rockefeller Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Tanzania; Population; Retrospective cohort study; Public health; Psychological intervention; Neglect; Health care; Family medicine; Pediatrics; Environmental health; Nursing; Surgery; Socioeconomics","score_opus":0.014148352597065351,"score_gpt":0.25903166580738907,"score_spread":0.24488331321032372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141722925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754264,0.0007530912,0.000059223257,0.019022662,0.00087764004,0.00056305627,0.000042145162,0.000068517584,0.0031873083],"genre_scores_gemma":[0.9977211,0.00022952173,0.00001901135,0.00082610943,0.00065050635,0.00006460444,0.00009755348,0.000021257176,0.00037037226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740064,0.0000724933,0.00058982655,0.00043342824,0.0008510126,0.00065257796],"domain_scores_gemma":[0.99770933,0.00082435197,0.00021419578,0.00058329175,0.0002934763,0.00037535882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001019442,0.00024753626,0.001025997,0.00045120553,0.00017285309,0.000011718026,0.00012784937,0.0001399723,0.0011587407],"category_scores_gemma":[0.0024438153,0.0001459842,0.00022080103,0.0021042626,0.00069266127,0.00007206822,0.000063614905,0.00061948923,0.000049125756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044238794,0.00021820348,0.9844722,0.000060266746,0.00043030336,0.00025444085,0.0012394789,4.2564912e-7,0.0003344537,0.00040468265,0.011753912,0.0003892203],"study_design_scores_gemma":[0.00077475,0.00019946245,0.99318033,0.00011347922,0.0010547163,0.000021432428,0.0007989625,0.00019867203,0.00022339339,0.0002640944,0.0030155818,0.00015514193],"about_ca_topic_score_codex":0.0024114158,"about_ca_topic_score_gemma":0.008520465,"teacher_disagreement_score":0.022294708,"about_ca_system_score_codex":0.00034167306,"about_ca_system_score_gemma":0.00024963514,"threshold_uncertainty_score":0.9997543},"labels":[],"label_agreement":null},{"id":"W2142525821","doi":"10.1016/j.surg.2015.04.012","title":"Acute care surgery in Rwanda: Operative epidemiology and geographic variations in access to care","year":2015,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; Referral; Epidemiology; Psychological intervention; Health care; Retrospective cohort study; Acute care; Public health; Disease; Exact test; Pediatrics; Emergency medicine; General surgery; Surgery; Family medicine; Internal medicine","score_opus":0.07603894983507102,"score_gpt":0.3921849425296592,"score_spread":0.31614599269458815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142525821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863134,0.006284631,0.000033060955,0.004830624,0.0009539839,0.00053203374,0.00007216996,0.000042373147,0.00093773863],"genre_scores_gemma":[0.9936947,0.0006580081,0.00013430257,0.0049666674,0.00012662484,0.00014115206,0.00023117058,0.000018936682,0.00002844032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735415,0.00046765103,0.0007755621,0.0004521448,0.00018076508,0.00076971075],"domain_scores_gemma":[0.9960259,0.002557548,0.000093684415,0.00027978554,0.00032603252,0.0007170288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019449414,0.00020821429,0.0011116883,0.0011036213,0.00007013965,0.000021221049,0.00006518412,0.00021493381,0.000021124242],"category_scores_gemma":[0.003550633,0.00018811072,0.0001296846,0.0011098501,0.000073125346,0.00022608953,0.00009267841,0.00030056783,0.000016462725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029286064,0.000038347338,0.98116434,0.00013599137,0.000019639001,0.00030320577,0.0018811142,0.000021204673,0.000003148413,0.00007325922,0.008694332,0.0073725474],"study_design_scores_gemma":[0.0004289352,0.000040300998,0.9904074,0.00029860027,0.000023440018,0.000041902844,0.0019209182,0.000019431789,0.000015757898,0.0001714433,0.0064472947,0.00018459228],"about_ca_topic_score_codex":0.0029131698,"about_ca_topic_score_gemma":0.0033145857,"teacher_disagreement_score":0.009243032,"about_ca_system_score_codex":0.00023974097,"about_ca_system_score_gemma":0.0012378922,"threshold_uncertainty_score":0.76709324},"labels":[],"label_agreement":null},{"id":"W2145099765","doi":"10.1086/598199","title":"Resurrecting the Triple Threat: Academic Social Responsibility in the Context of Global Health Research","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Workforce; Context (archaeology); Public relations; Pandemic; Global health; Health care; Human immunodeficiency virus (HIV); Human resources; Economic growth; Nursing; Medical education; Political science; Public health; Family medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","score_opus":0.22005671333253693,"score_gpt":0.5630626924750838,"score_spread":0.3430059791425468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145099765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551651,0.0030014375,0.0000037520856,0.037540693,0.00040555955,0.00102896,0.000060610888,0.00005400866,0.0027398667],"genre_scores_gemma":[0.9793022,0.00047583305,0.0000014554678,0.019566096,0.00059239817,0.000022574603,0.000010473775,0.0000054015236,0.000023561082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929393,0.004096176,0.0012563915,0.00036865243,0.0006446911,0.000694781],"domain_scores_gemma":[0.99241495,0.0061717937,0.0002467226,0.00047053036,0.00035925108,0.00033676057],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014501993,0.00013144585,0.0006173338,0.00005784027,0.0004591925,0.000016281492,0.00021976947,0.0002086823,0.000015977925],"category_scores_gemma":[0.024068544,0.000075219425,0.00033084405,0.001121355,0.0006120787,0.000051294654,0.000047960544,0.0013941946,0.000016171509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014672725,0.00091931666,0.8536676,0.000053952495,0.000013247618,0.000014312864,0.0002884985,3.432748e-7,8.073463e-7,0.0030383624,0.033436224,0.10710003],"study_design_scores_gemma":[0.0014778316,0.0010951628,0.98014456,0.00010468489,0.000020416745,0.000011185933,0.0013243984,0.000014887875,9.290475e-7,0.01356324,0.0021870346,0.00005567733],"about_ca_topic_score_codex":0.0005787375,"about_ca_topic_score_gemma":0.00041403787,"teacher_disagreement_score":0.12647693,"about_ca_system_score_codex":0.00033304354,"about_ca_system_score_gemma":0.0018992886,"threshold_uncertainty_score":0.98415214},"labels":[],"label_agreement":null},{"id":"W2146479807","doi":"10.1186/s12992-014-0071-y","title":"The limits of global health diplomacy: Taiwan's observer status at the world health assembly","year":2014,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Simon Fraser University","funders":"Rockefeller Foundation","keywords":"Diplomacy; Negotiation; Global health; Government (linguistics); Political science; Sovereignty; Inclusion (mineral); Health policy; Public relations; Sociology; Law; Politics; Health care; Social science","score_opus":0.03791318765186879,"score_gpt":0.3791405277700512,"score_spread":0.3412273401181824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146479807","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":[0.1165018,0.06917588,0.0032676687,0.7855553,0.0021174813,0.004127626,0.0004739913,0.00034797052,0.018432252],"genre_scores_gemma":[0.88564575,0.010975171,0.00027217047,0.10171599,0.0002113187,0.000020137148,0.00021204086,0.000024029212,0.0009233729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959692,0.0006416573,0.0010633325,0.0003928705,0.00065882877,0.0012741102],"domain_scores_gemma":[0.99704087,0.00016141111,0.0007470764,0.0005583096,0.00021695986,0.0012753548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030022736,0.00024749516,0.0006826473,0.00004499466,0.001257392,0.000045093122,0.0001342769,0.00007185411,0.000026173946],"category_scores_gemma":[0.00021850428,0.00015180555,0.00010692155,0.000878103,0.00018782336,0.00006977526,0.00008386654,0.00017912048,0.00002069112],"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":[0.00032438984,0.0001576788,0.37202817,0.00094544824,0.000038036404,0.0000011041411,0.00026839928,0.000020228828,9.642237e-7,0.21314713,0.29385364,0.11921482],"study_design_scores_gemma":[0.0010718636,0.0005416071,0.58837306,0.00021953373,0.000009319574,0.000026842741,0.00016402603,0.00043703092,0.0000018182358,0.0009651819,0.40809378,0.000095916614],"about_ca_topic_score_codex":0.0038604543,"about_ca_topic_score_gemma":0.021932175,"teacher_disagreement_score":0.76914394,"about_ca_system_score_codex":0.0013531101,"about_ca_system_score_gemma":0.0029483987,"threshold_uncertainty_score":0.995915},"labels":[],"label_agreement":null},{"id":"W2146898645","doi":"10.1093/pubmed/fds086","title":"Placements in global health masters' programmes: what is the student experience?","year":2012,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"General partnership; Flexibility (engineering); Medical education; Public health; Public relations; Variety (cybernetics); Psychology; Medicine; Nursing; Political science; Management","score_opus":0.07050971249229003,"score_gpt":0.4366271101809975,"score_spread":0.36611739768870744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146898645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73856634,0.024491178,0.00020828715,0.23358288,0.0021247687,0.0007424293,0.0000044610933,0.000012676216,0.00026697782],"genre_scores_gemma":[0.9208481,0.0044839154,0.00038219342,0.073662035,0.0005205656,0.000015341098,0.000003395821,0.000009926091,0.00007458217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953206,0.0005107048,0.0013609226,0.00014538589,0.0010723217,0.001590062],"domain_scores_gemma":[0.9963718,0.00007872475,0.00078001485,0.00026575732,0.00018433321,0.0023193876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008367714,0.00016622347,0.00061255635,0.00015968474,0.00015611557,0.00011893142,0.00021879985,0.00006921103,0.000102009944],"category_scores_gemma":[0.00016363323,0.000101522004,0.00014011504,0.0006123736,0.00006748541,0.00086043676,0.000055372562,0.0004418928,0.000018537028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094715004,0.0011068061,0.6833251,0.00019268572,0.00003525063,0.00001819251,0.020352602,2.951275e-7,2.5000128e-7,0.00023546728,0.021234645,0.27340397],"study_design_scores_gemma":[0.0021225228,0.001277208,0.5669016,0.00053505856,0.00000558183,0.0006999941,0.066491395,0.00001075367,7.572603e-7,0.000032583357,0.36183098,0.00009154134],"about_ca_topic_score_codex":0.00030771887,"about_ca_topic_score_gemma":0.00006728822,"teacher_disagreement_score":0.34059635,"about_ca_system_score_codex":0.0020105743,"about_ca_system_score_gemma":0.0039907885,"threshold_uncertainty_score":0.70794874},"labels":[],"label_agreement":null},{"id":"W2148619980","doi":"10.1186/1741-7015-11-223","title":"Global health: the importance of evidence-based medicine","year":2013,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; St. Michael's Hospital; University of Ottawa","funders":"Universiteit Stellenbosch; World Health Organization","keywords":"Medicine; Global health; Evidence-based medicine; Alternative medicine; MEDLINE; Data science; Public health; Nursing; Pathology","score_opus":0.16437153852162717,"score_gpt":0.414150385537658,"score_spread":0.2497788470160308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148619980","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":[0.3218197,0.058179114,0.0030347821,0.6038024,0.0015070694,0.0028354437,0.00001244736,0.0001689776,0.008640092],"genre_scores_gemma":[0.9324714,0.0008434273,0.00077041675,0.06422172,0.0010722091,0.000069112546,0.000028140297,0.00001581936,0.0005077776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996682,0.00019977307,0.0011490498,0.00034599777,0.0009827543,0.0006404581],"domain_scores_gemma":[0.9964306,0.0011286484,0.00044885752,0.00083794055,0.00041924097,0.000734736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002332741,0.00023777549,0.00092487026,0.00009258561,0.000104953586,0.0000027532421,0.00022180592,0.00009452384,0.0022712012],"category_scores_gemma":[0.003198992,0.00010462738,0.00010329543,0.0008164809,0.0007225274,0.00008487487,0.000030482272,0.00019149476,0.00007393493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027062345,0.00006621597,0.6302509,0.000989718,0.00002010492,0.000012561321,0.00011845987,0.0000048450183,0.00007241984,0.0016217058,0.35222247,0.014349978],"study_design_scores_gemma":[0.0030989265,0.0019828507,0.9649027,0.0050792894,0.00008978379,0.00010541964,0.00064862485,0.00067456544,0.000021380047,0.001503996,0.021767277,0.00012518076],"about_ca_topic_score_codex":0.004316064,"about_ca_topic_score_gemma":0.00033729407,"teacher_disagreement_score":0.6106517,"about_ca_system_score_codex":0.00021463382,"about_ca_system_score_gemma":0.0012539303,"threshold_uncertainty_score":0.99864084},"labels":[],"label_agreement":null},{"id":"W2152917729","doi":"10.1177/1757975913514464","title":"A snapshot of global health education at North American universities","year":2014,"lang":"en","type":"review","venue":"Global Health Promotion","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; McGill University","funders":"","keywords":"Global health; Curriculum; Syllabus; Health science; Political science; Snapshot (computer storage); Health education; Health equity; Medicine; Public health; Medical education; Nursing","score_opus":0.03978324141067351,"score_gpt":0.43158810089399646,"score_spread":0.39180485948332294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152917729","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":[0.0028358763,0.9861406,0.000105679865,0.0023207192,0.0015004328,0.00313271,0.001200513,0.00012260035,0.0026408772],"genre_scores_gemma":[0.0024870646,0.9890439,0.00046270143,0.0021049024,0.00046219848,0.000060837425,0.005174403,0.00002938517,0.00017462517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944199,0.0009739999,0.0018693628,0.0007574352,0.00072227715,0.0012570249],"domain_scores_gemma":[0.99476284,0.000056385332,0.00268998,0.00068843795,0.0003287267,0.001473643],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001017142,0.00059766363,0.003922138,0.00015349113,0.00030576688,0.000011483366,0.00021357444,0.00024843932,0.00006162571],"category_scores_gemma":[0.00006456391,0.00054784166,0.0005952224,0.0018360184,0.00023297181,0.00008242311,0.000114134535,0.0003619051,0.00011968367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007287296,0.00052709837,0.0029037383,0.080536775,0.000058940546,0.0000036586148,0.000030602434,2.8425524e-7,9.871381e-10,0.0011707024,0.027215075,0.88748026],"study_design_scores_gemma":[0.0003845094,0.002752772,0.013575259,0.016664756,0.00022707922,0.00038884088,0.00012500577,0.0000056160093,1.1112243e-8,0.000057736346,0.96552294,0.0002954779],"about_ca_topic_score_codex":0.0074592833,"about_ca_topic_score_gemma":0.0037681537,"teacher_disagreement_score":0.9383079,"about_ca_system_score_codex":0.018568844,"about_ca_system_score_gemma":0.033572953,"threshold_uncertainty_score":0.9996973},"labels":[],"label_agreement":null},{"id":"W2154460114","doi":"10.1016/j.jegh.2014.01.002","title":"MicroResearch: Finding sustainable local health solutions in East Africa through small local research studies","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology and Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"Mbarara University of Science and Technology; IWK Health Centre; Dalhousie University; MicroResearch; International Development Research Centre; Dalhousie Medical Research Foundation","keywords":"Grassroots; Coaching; Capacity building; Medicine; Knowledge translation; Medical education; Program evaluation; Public relations; Economic growth; Political science; Public administration; Management; Knowledge management","score_opus":0.3751119080339789,"score_gpt":0.5266333811819336,"score_spread":0.15152147314795467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154460114","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":[0.17827816,0.28616056,0.056693587,0.47385454,0.0009196674,0.0012228307,0.00003266555,0.000037304493,0.002800672],"genre_scores_gemma":[0.966295,0.017726555,0.0032967576,0.012195569,0.00028788167,0.0000083778905,0.0000053178132,0.000010887969,0.00017361944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98872316,0.005453726,0.0019651344,0.00038486382,0.00036754925,0.003105558],"domain_scores_gemma":[0.99319553,0.003839278,0.00059845514,0.0002606026,0.00085678266,0.0012493735],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05383839,0.00020674476,0.0017410263,0.00035041434,0.0007730066,0.000007392275,0.000163648,0.0002488062,0.0000096900785],"category_scores_gemma":[0.010962683,0.00015701886,0.00015195252,0.0008629404,0.0012161796,0.00012563399,0.00018937625,0.001611198,0.000011364577],"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":[0.003585956,0.0008558429,0.16196191,0.004313625,0.00019128276,0.0004876194,0.0028528983,0.00044084087,0.0000011869324,0.2934984,0.37558407,0.15622637],"study_design_scores_gemma":[0.0059957956,0.013982733,0.28836694,0.0033531222,0.00003410044,0.0039508557,0.04193476,0.0020851726,0.0000011245087,0.30147716,0.3384557,0.00036253972],"about_ca_topic_score_codex":0.004175784,"about_ca_topic_score_gemma":0.0016004111,"teacher_disagreement_score":0.78801686,"about_ca_system_score_codex":0.0026568584,"about_ca_system_score_gemma":0.0039416496,"threshold_uncertainty_score":0.9973684},"labels":[],"label_agreement":null},{"id":"W2155192668","doi":"10.1016/s0140-6736(08)61461-0","title":"Ethical coherency when medical students work abroad","year":2008,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":27,"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":"Graduation (instrument); Quarter (Canadian coin); Medical school; Medical education; Work (physics); Work abroad; Medicine; Family medicine; Geography","score_opus":0.055331957117927794,"score_gpt":0.3860203318023132,"score_spread":0.3306883746843854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155192668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8779493,0.00078018324,0.000028237106,0.0958425,0.0004214031,0.00020332844,0.0000034182403,0.000094949864,0.024676677],"genre_scores_gemma":[0.93247956,0.0005219599,0.00016144283,0.063027665,0.001511155,0.000014237853,0.000008509764,0.00000883231,0.0022666336],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980505,0.00011912619,0.00020649699,0.00013259132,0.0010694844,0.0004217872],"domain_scores_gemma":[0.9990034,0.000198473,0.000031758776,0.00038741503,0.000040431965,0.00033853558],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011472857,0.00008454393,0.0003768989,0.00001629045,0.00011587875,0.000007458151,0.0003435784,0.0002205356,0.001329267],"category_scores_gemma":[0.0005597998,0.000048163416,0.00005608631,0.000119888246,0.00014716586,0.00001128689,0.00007677213,0.00088498916,0.00058260467],"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":[0.00029685313,0.00006232063,0.42982814,0.000024722509,0.000016448414,0.00021692042,0.00028917685,6.254053e-8,0.0000011450272,0.00024294805,0.56692326,0.0020980297],"study_design_scores_gemma":[0.001543777,0.00006552307,0.7008684,0.0001496983,0.0000144395735,0.00020667104,0.000020115986,0.0000071890618,0.0000044931317,0.00055529346,0.29650223,0.00006210389],"about_ca_topic_score_codex":0.00007393641,"about_ca_topic_score_gemma":0.000010284266,"teacher_disagreement_score":0.27104032,"about_ca_system_score_codex":0.000028267614,"about_ca_system_score_gemma":0.0001970849,"threshold_uncertainty_score":0.99958366},"labels":[],"label_agreement":null},{"id":"W2155412078","doi":"10.4103/2152-7806.152141","title":"Sources of delayed provision of neurosurgical care in a rural kenyan setting","year":2015,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Global Health and Surgery","field":"Medicine","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":"Hamilton Health Sciences; Hamilton General Hospital; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Bonferroni correction; Prospective cohort study; Hydrocephalus; Retrospective cohort study; Mann–Whitney U test; Pediatrics; Kenya; Medical diagnosis; Statistical significance; Emergency medicine; Surgery; Internal medicine","score_opus":0.012305089042237006,"score_gpt":0.3031711202937213,"score_spread":0.2908660312514843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155412078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217343,0.0002035298,0.0000035444011,0.0023987296,0.0005230326,0.00015472737,0.000022919628,0.000018731513,0.0045013665],"genre_scores_gemma":[0.9991652,0.000021198242,0.000054401455,0.0005522936,0.00010452585,0.000005797067,0.000049741404,0.000008222755,0.00003864581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984821,0.00011411111,0.0005539258,0.00018543999,0.00041685373,0.00024754685],"domain_scores_gemma":[0.999029,0.00025474877,0.00014366163,0.00011340858,0.00026626635,0.00019293244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032932998,0.000101173064,0.0003395632,0.00018729758,0.000011646147,0.000002474504,0.00011246067,0.0001399024,0.00006546551],"category_scores_gemma":[0.0003439337,0.00008369876,0.0001095294,0.00014700997,0.00013126853,0.000040540162,0.00007457717,0.00028792614,0.000006376409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007941634,0.00025416352,0.98438,0.00005321627,0.000017481163,0.0011237067,0.0003199235,0.00013922562,0.00014952508,0.0010185504,0.00026712994,0.004335408],"study_design_scores_gemma":[0.020986347,0.0071902284,0.89271235,0.0002424037,0.000058060035,0.0047109947,0.00088070595,0.011003577,0.0013657883,0.0009898682,0.059474055,0.00038560078],"about_ca_topic_score_codex":0.0001255446,"about_ca_topic_score_gemma":0.000016148191,"teacher_disagreement_score":0.09166766,"about_ca_system_score_codex":0.000023305774,"about_ca_system_score_gemma":0.00016181757,"threshold_uncertainty_score":0.34131363},"labels":[],"label_agreement":null},{"id":"W2156145107","doi":"","title":"Remaking international health: refreshing perspectives from Latin America.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Latin Americans; Political science; Law","score_opus":0.08442153405943954,"score_gpt":0.29836746334180453,"score_spread":0.213945929282365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156145107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76447374,0.0033582938,0.0004275136,0.022579202,0.0019873297,0.00097262475,0.000050859584,0.0002836232,0.20586684],"genre_scores_gemma":[0.992231,0.00013297622,0.002553334,0.003950084,0.00040093323,0.00013040246,0.000023883968,0.000011416159,0.00056596025],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99890673,0.00004132961,0.00023097651,0.00021446566,0.000214019,0.00039248713],"domain_scores_gemma":[0.99930716,0.000059712846,0.00010882124,0.00015966222,0.00006206733,0.0003025783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002693658,0.000078329125,0.00019638747,0.00008056208,0.00005788877,0.000010144579,0.00007024494,0.000037799935,0.00022036963],"category_scores_gemma":[0.0003960859,0.00007008934,0.000057857294,0.0001101533,0.000037310525,0.000075032614,0.000030895844,0.0001579273,0.000033849097],"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":[0.0005565402,0.0002376599,0.2011163,0.000037844235,0.000099538964,0.00008928325,0.0087212,3.006621e-7,0.000012720971,0.0013893283,0.015546714,0.7721926],"study_design_scores_gemma":[0.00035057098,0.000019790396,0.96179205,0.000033438562,0.0000067908195,0.0000074027844,0.0014670488,0.000031531374,0.000024565865,0.00038068893,0.03582352,0.00006257997],"about_ca_topic_score_codex":0.0022856917,"about_ca_topic_score_gemma":0.000036678102,"teacher_disagreement_score":0.77213,"about_ca_system_score_codex":0.00020757166,"about_ca_system_score_gemma":0.00006715674,"threshold_uncertainty_score":0.34552974},"labels":[],"label_agreement":null},{"id":"W2156455769","doi":"10.1186/s12909-015-0421-3","title":"Introducing global health into the undergraduate medical school curriculum using an e-learning program: a mixed method pilot study","year":2015,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":49,"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 Saskatchewan; Ottawa Hospital; Bruyère; Memorial University of Newfoundland; Royal University Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medical education; Focus group; Curriculum; Thematic analysis; Randomized controlled trial; Medicine; Global health; Health care; Psychology; Qualitative research; Nursing; Public health; Pedagogy","score_opus":0.06611182807888882,"score_gpt":0.4708781423852206,"score_spread":0.40476631430633175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156455769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220976,0.0013953999,0.027052183,0.04285424,0.0038432959,0.0021233864,5.9684317e-7,0.00030525634,0.0003280434],"genre_scores_gemma":[0.9382396,0.00006232376,0.049958553,0.008755467,0.0025971672,0.00020139712,0.00008912753,0.0000302265,0.00006614243],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99248236,0.002678403,0.00088634336,0.00062290736,0.0025646747,0.00076530344],"domain_scores_gemma":[0.9925751,0.00028228408,0.00027977934,0.00053510594,0.00045799612,0.0058697215],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0109317945,0.00025353208,0.00055197324,0.000107624124,0.00037699513,0.00006687782,0.00029326556,0.00014545288,0.00018910787],"category_scores_gemma":[0.03817309,0.00017123032,0.00007011187,0.00094793446,0.00013530154,0.00015272634,0.00011730607,0.00093696255,0.000054631244],"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":[0.000431383,0.014871018,0.40030545,0.0004166137,0.00006720411,0.000025341447,0.0021025569,0.000079378326,0.0000016631249,0.0009692811,0.021445785,0.5592843],"study_design_scores_gemma":[0.019701635,0.03641155,0.3068249,0.0047022486,0.00082047674,0.0035252601,0.17893381,0.37674487,0.000007122588,0.007823641,0.062725395,0.0017790871],"about_ca_topic_score_codex":0.017239552,"about_ca_topic_score_gemma":0.003940622,"teacher_disagreement_score":0.55750525,"about_ca_system_score_codex":0.0012274894,"about_ca_system_score_gemma":0.052921932,"threshold_uncertainty_score":0.9893047},"labels":[],"label_agreement":null},{"id":"W2157938205","doi":"10.15402/esj.v4i1.315","title":"Production of the Global Health Doctor: Discourses on International Medical Electives","year":2018,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Global Health and Surgery","field":"Medicine","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":"Subaltern; Sociology; Narrative; Colonialism; Resistance (ecology); Discourse analysis; Meaning (existential); Gender studies; Medical anthropology; Social science; Political science; Psychology; Law; Linguistics","score_opus":0.0985310645178885,"score_gpt":0.46659595209536814,"score_spread":0.3680648875774796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157938205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97867787,0.0005361466,0.00007999271,0.014739999,0.0011207007,0.00023417892,0.0000024006529,0.000048875336,0.0045598415],"genre_scores_gemma":[0.99673086,0.00043523806,0.00038124222,0.00062900246,0.0010875962,0.0000040813084,0.0000069265097,0.000019672378,0.0007053784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.4789625,0.51875997,0.0003484692,0.00014442057,0.0013279151,0.00045671925],"domain_scores_gemma":[0.9444396,0.053354267,0.0002795744,0.00048680324,0.0006711572,0.0007686248],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.68249345,0.00016910888,0.00034479503,0.00029526706,0.20836729,0.00017058385,0.00047568674,0.00013715019,0.00008204405],"category_scores_gemma":[0.72166705,0.000112343776,0.0001282498,0.00042369327,0.00061590184,0.00028048613,0.00025971673,0.48682654,0.000010036064],"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":[0.003216298,0.002401904,0.23820928,0.00045543668,0.00057924504,0.00006770045,0.40442422,0.0000745091,0.003881796,0.00096953724,0.016229607,0.32949045],"study_design_scores_gemma":[0.0018330826,0.0031385582,0.4302777,0.0030641202,0.000023489718,0.0017486647,0.49648643,0.00023381569,0.00028457041,0.000534584,0.062171753,0.00020324036],"about_ca_topic_score_codex":0.00048796472,"about_ca_topic_score_gemma":0.000099790916,"teacher_disagreement_score":0.4866894,"about_ca_system_score_codex":0.00052074756,"about_ca_system_score_gemma":0.0010654844,"threshold_uncertainty_score":0.79266334},"labels":[],"label_agreement":null},{"id":"W2157977421","doi":"","title":"The kindness of strangers: an elective in Ghana.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Sault Area Hospital","funders":"","keywords":"Kindness; Dirt; Medicine; Geography; Law; Political science; Cartography","score_opus":0.04012889386910156,"score_gpt":0.2735213707397308,"score_spread":0.23339247687062925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157977421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99240553,0.00038866836,0.0000032319542,0.00060405023,0.0001255883,0.00042543307,0.0000023039365,0.000011722296,0.006033458],"genre_scores_gemma":[0.9991714,0.000071288785,0.00001345137,0.00029234224,0.000053499087,0.00018526625,0.0000027682174,0.0000044481803,0.0002055532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924266,0.000040088446,0.00015418994,0.00008730361,0.00013934047,0.00033639232],"domain_scores_gemma":[0.99955994,0.00007567772,0.0000327837,0.00013034532,0.000048894162,0.00015238489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029999885,0.000045688048,0.00013669538,0.000045860063,0.00004304965,0.0000016721076,0.00004279509,0.00003850596,0.0000037802108],"category_scores_gemma":[0.00014337285,0.000030374189,0.000028985549,0.0002098401,0.00006271108,0.000037393987,0.0000047935882,0.00009240952,0.0000018149867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014376284,0.00048108562,0.5384469,0.00009891106,0.0000347192,0.00019064927,0.0012622367,0.0000016957196,0.000027811046,0.0005647761,0.002396334,0.45505726],"study_design_scores_gemma":[0.00045042078,0.000036404635,0.9972443,0.000006194827,0.0000042626107,0.000024877698,0.00029177862,0.00000906549,0.00037825012,0.00007382199,0.0014506286,0.000030002797],"about_ca_topic_score_codex":0.00029817873,"about_ca_topic_score_gemma":0.0002099843,"teacher_disagreement_score":0.4587974,"about_ca_system_score_codex":0.00004817315,"about_ca_system_score_gemma":0.0000919531,"threshold_uncertainty_score":0.12386235},"labels":[],"label_agreement":null},{"id":"W2160092569","doi":"10.1186/1752-1505-5-12","title":"Providing surgical care in Somalia: A model of task shifting","year":2011,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Simon Fraser University","funders":"","keywords":"Expatriate; Medicine; Context (archaeology); Psychological intervention; Childbirth; Medical emergency; Nursing; Pregnancy","score_opus":0.12283625851664177,"score_gpt":0.35864784340070466,"score_spread":0.2358115848840629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160092569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975497,0.0076526804,0.000019988975,0.00079867354,0.000055917528,0.00036269173,0.000008621971,0.000024171659,0.015580268],"genre_scores_gemma":[0.99770564,0.0007519529,0.00042815568,0.0009945148,0.00003539475,0.000007598771,0.000007768877,0.000007450396,0.000061552935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902356,0.00002581936,0.00034400876,0.00015030974,0.00010211309,0.0003542095],"domain_scores_gemma":[0.99944127,0.000022424982,0.000077622615,0.000102787555,0.00004804112,0.0003078855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004136762,0.00007790891,0.00035199217,0.000085405496,0.00004783898,0.000002143185,0.000025414512,0.00007029548,0.000010707045],"category_scores_gemma":[0.000020590764,0.000066625376,0.000033994394,0.00009136927,0.00003479025,0.000030246709,0.000020019514,0.00014629161,0.000001564973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009310466,0.00020970446,0.8777271,0.005585686,0.000013902572,0.00012249606,0.051776238,0.0000030979115,0.00007322041,0.020767622,0.000513904,0.04227598],"study_design_scores_gemma":[0.019989502,0.0048559466,0.8366087,0.005643537,0.00009483774,0.0003977489,0.027344676,0.025568746,0.0009577131,0.000751284,0.0767483,0.0010389952],"about_ca_topic_score_codex":0.0009903092,"about_ca_topic_score_gemma":0.00015596367,"teacher_disagreement_score":0.07623439,"about_ca_system_score_codex":0.000053994292,"about_ca_system_score_gemma":0.000552771,"threshold_uncertainty_score":0.27169043},"labels":[],"label_agreement":null},{"id":"W2160159763","doi":"10.1093/heapol/czu016","title":"Tackling the tensions in evaluating capacity strengthening for health research in low- and middle-income countries","year":2014,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Health and Surgery","field":"Medicine","cited_by":35,"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; World Health Organization","keywords":"Low and middle income countries; Stakeholder; Sustainability; Public relations; Variety (cybernetics); Stakeholder engagement; Focus group; Process (computing); Political science; Medical education; Business; Medicine; Developing country; Economic growth; Computer science; Marketing; Economics","score_opus":0.27672450945086013,"score_gpt":0.5085664901833613,"score_spread":0.23184198073250117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160159763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9412678,0.0028834853,0.000059174716,0.054653876,0.00008704305,0.0008203009,0.000021590466,0.000019773524,0.0001869917],"genre_scores_gemma":[0.9826982,0.0004710559,0.0010136403,0.015329903,0.00039436814,0.00004831136,0.000011002975,0.000013534669,0.000019962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689645,0.00071190606,0.0006333697,0.00028112382,0.00030324218,0.0011739404],"domain_scores_gemma":[0.9948765,0.004249692,0.00014334811,0.00016836336,0.00010662899,0.00045546968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014206647,0.0001269516,0.00045051213,0.00043928856,0.000824066,0.000030187159,0.000045946865,0.00009113347,0.0000011712003],"category_scores_gemma":[0.0035219933,0.00009564938,0.000021675429,0.00042818856,0.00012095527,0.000058740803,0.000040476487,0.00064859906,0.0000010083854],"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":[0.0015854463,0.00011664161,0.84851533,0.027549291,0.000020529238,0.000023781195,0.061581027,0.00091286283,0.000010276648,0.021965705,0.0011338699,0.036585256],"study_design_scores_gemma":[0.0057478817,0.0020325251,0.7960422,0.042126346,0.000008606528,0.00019696486,0.00764218,0.12361297,0.000009424291,0.0059909946,0.01622351,0.00036641175],"about_ca_topic_score_codex":0.0105552245,"about_ca_topic_score_gemma":0.00096324785,"teacher_disagreement_score":0.1227001,"about_ca_system_score_codex":0.00022499727,"about_ca_system_score_gemma":0.0011320626,"threshold_uncertainty_score":0.99603355},"labels":[],"label_agreement":null},{"id":"W2160271224","doi":"10.12927/cjnl.2012.22958","title":"LaRon Nelson – Canada's Rising Star in Global Health","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health and Surgery","field":"Medicine","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":"Star (game theory); Sociology; Political science; Nursing; Psychology; Medicine; Physics","score_opus":0.14538104419654646,"score_gpt":0.3568014456609495,"score_spread":0.21142040146440305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160271224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8792221,0.01488785,0.000069679234,0.094123095,0.0024900853,0.00039264333,0.00001630604,0.00009176854,0.008706484],"genre_scores_gemma":[0.98579645,0.000014609545,0.00039845947,0.013182925,0.00043298164,0.0000022780057,0.000024480654,0.000014304185,0.00013350384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757415,0.00012594229,0.0003049935,0.00018689012,0.00037310383,0.0014348968],"domain_scores_gemma":[0.9988741,0.000052669657,0.00007267598,0.00019040685,0.000028169676,0.0007819619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066184637,0.00014534015,0.00033066774,0.00006237114,0.00009197185,0.00000918584,0.000049439128,0.0001015623,0.000028110711],"category_scores_gemma":[0.000114157614,0.00014664716,0.000042883068,0.00033907915,0.000050480605,0.00009078143,0.0000041429817,0.00029212813,0.00001615086],"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":[0.0005502752,0.0005032873,0.6970956,0.0007106609,0.000014643551,0.00007476761,0.0028672093,0.000009020947,0.000026515196,0.0010669567,0.097351976,0.19972913],"study_design_scores_gemma":[0.0010145713,0.00012344062,0.96905375,0.0015477345,0.000015729927,0.00013402868,0.007163564,0.000090687296,0.000036015703,0.00011288137,0.020516612,0.00019096036],"about_ca_topic_score_codex":0.29063183,"about_ca_topic_score_gemma":0.1662682,"teacher_disagreement_score":0.27195823,"about_ca_system_score_codex":0.0035875174,"about_ca_system_score_gemma":0.0020073745,"threshold_uncertainty_score":0.93812335},"labels":[],"label_agreement":null},{"id":"W2160697371","doi":"10.1016/s0140-6736(15)60824-8","title":"Use and definitions of perioperative mortality rates in low-income and middle-income countries: a systematic review","year":2015,"lang":"en","type":"review","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Medicine; Perioperative; Low and middle income countries; Data extraction; Inclusion and exclusion criteria; Mortality rate; MEDLINE; Developing country; Family medicine; Demography; Surgery; Alternative medicine; Pathology","score_opus":0.2078199847833599,"score_gpt":0.40312357130715354,"score_spread":0.19530358652379365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160697371","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":[0.0024040174,0.9938312,3.0664907e-7,0.00022487238,0.000056724948,0.0027548464,0.00044412955,0.000014737505,0.00026917024],"genre_scores_gemma":[0.00058951206,0.99825585,0.000028229335,0.00067460164,0.000068306406,0.00026315675,0.000060583945,0.000015813115,0.00004394616],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99763256,0.0006172293,0.0010273012,0.00020962654,0.00023068716,0.00028257034],"domain_scores_gemma":[0.99787366,0.00079972605,0.0003975099,0.00059770077,0.00017264864,0.00015874466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022402212,0.0002632944,0.0051445533,0.00007187628,0.00004731125,0.000027555,0.000107849926,0.00012053333,0.000011995962],"category_scores_gemma":[0.0012693772,0.0001383209,0.000115405295,0.00027445948,0.00017869075,0.00006714665,0.000056394285,0.00030023317,0.000014636705],"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":[0.000012735207,0.0000140191105,0.0020023768,0.99666625,0.00007479213,0.000026206342,0.00011087573,1.0467759e-8,2.7446458e-9,0.0009368793,0.000070382106,0.00008549185],"study_design_scores_gemma":[0.00034876534,0.00004778719,0.001193262,0.97808087,0.0015435175,0.0002100859,0.00004010176,0.00000316506,2.0384846e-8,0.000062900595,0.018339328,0.00013018274],"about_ca_topic_score_codex":0.00013928843,"about_ca_topic_score_gemma":0.00007128207,"teacher_disagreement_score":0.018585345,"about_ca_system_score_codex":0.00008907276,"about_ca_system_score_gemma":0.00044374642,"threshold_uncertainty_score":0.5640562},"labels":[],"label_agreement":null},{"id":"W2160830394","doi":"10.1186/1478-4505-13-5","title":"Balancing the personal, local, institutional, and global: multiple case study and multidimensional scaling analysis of African experiences in addressing complexity and political economy in health research capacity strengthening","year":2015,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":35,"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":"Department for International Development; Government of the United Kingdom; International Development Research Centre; Wellcome Trust","keywords":"Mentorship; Political science; Health services research; Public relations; Work (physics); Institutionalisation; Elite; Health policy; Capacity building; Politics; Global health; Economic growth; Health care; Economics","score_opus":0.6114111969298764,"score_gpt":0.5401229617387868,"score_spread":0.07128823519108962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160830394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864429,0.0063576014,0.000021695563,0.005672464,0.000029226503,0.0012514556,0.000058980688,0.000008890595,0.00015673334],"genre_scores_gemma":[0.999216,0.00014253659,0.00009752896,0.00035208138,0.000084592815,0.00009127356,0.0000069001157,0.000006484228,0.0000025829092],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9924764,0.0037584687,0.0009488519,0.0005181807,0.00090809877,0.0013899882],"domain_scores_gemma":[0.9947956,0.0027593558,0.000129008,0.00019959087,0.000415218,0.0017011948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022085128,0.00015912119,0.000856393,0.0010676262,0.0009402304,0.00008628381,0.00005992253,0.00008886522,9.931995e-7],"category_scores_gemma":[0.0029094506,0.00011829694,0.0000272851,0.0017768926,0.0019385933,0.00013170722,0.0001897661,0.0007142361,1.6943714e-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":[0.00045051688,0.00044004247,0.8959322,0.00248583,0.000081356986,0.00034678177,0.08025399,0.000086058535,0.0000021306732,0.016457707,0.00009473242,0.0033686557],"study_design_scores_gemma":[0.0020930122,0.00065659016,0.20782882,0.0009492854,0.000009133547,0.00094232947,0.59542197,0.19151346,6.3300996e-7,0.00020396659,0.00027284052,0.00010796798],"about_ca_topic_score_codex":0.46153566,"about_ca_topic_score_gemma":0.029648986,"teacher_disagreement_score":0.6881034,"about_ca_system_score_codex":0.001110665,"about_ca_system_score_gemma":0.0031458875,"threshold_uncertainty_score":0.9880574},"labels":[],"label_agreement":null},{"id":"W2160894704","doi":"10.1016/s2214-109x(15)00079-0","title":"Deaths from acute abdominal conditions and geographical access to surgical care in India: a nationally representative spatial analysis","year":2015,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":63,"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; St. Michael's Hospital; Centre for Global Health Research","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Health Canada; Centre for Global Health Research; University of Toronto; Bill and Melinda Gates Foundation","keywords":"Medicine; Mortality rate; Population; Demography; Odds; Odds ratio; Cluster (spacecraft); Acute care; Logistic regression; Health care; Environmental health; Surgery; Internal medicine; Economic growth","score_opus":0.0364664928874394,"score_gpt":0.4272025224867258,"score_spread":0.3907360295992864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160894704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571945,0.0012091805,0.00017761072,0.035531398,0.00016123355,0.00068864896,0.001896805,0.000041278567,0.0030993621],"genre_scores_gemma":[0.98558694,0.00029270345,0.0004637189,0.012551757,0.00037271358,0.00005429384,0.0006641769,0.0000054105667,0.000008313087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997805,0.00032207984,0.00040930905,0.00037728334,0.0005147948,0.0005715192],"domain_scores_gemma":[0.99823433,0.00026835364,0.000107277,0.00029795905,0.0002001533,0.0008919051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006697655,0.00015060019,0.0007356105,0.0001650177,0.00012782062,0.000042294403,0.00017408839,0.00009467649,0.000032796903],"category_scores_gemma":[0.00017160301,0.00010938284,0.00009892878,0.0014135697,0.00011050506,0.00008173911,0.0001229687,0.00026659874,0.000014082418],"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":[0.002827357,0.000094686395,0.9769693,0.00002625843,0.0002836591,0.0002924164,0.00079320045,0.000034810735,2.2699149e-7,0.00390456,0.011333361,0.00344017],"study_design_scores_gemma":[0.0025092675,0.00024827695,0.9911642,0.000048573467,0.0001809924,0.00006463584,0.00069901516,0.00018127191,0.0000010074258,0.0016647138,0.003146117,0.00009190788],"about_ca_topic_score_codex":0.016579222,"about_ca_topic_score_gemma":0.0105375815,"teacher_disagreement_score":0.02839243,"about_ca_system_score_codex":0.00043176147,"about_ca_system_score_gemma":0.0009499869,"threshold_uncertainty_score":0.98996943},"labels":[],"label_agreement":null},{"id":"W2160941420","doi":"10.4103/1357-6283.101619","title":"Creating and Testing the Concept of an Academic NGO for Enhancing Health Equity: A New Mode of Knowledge Production?","year":2007,"lang":"en","type":"article","venue":"Education for Health","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa","funders":"","keywords":"Software deployment; Equity (law); Public relations; Knowledge management; Knowledge production; Business; Health equity; Conceptual framework; Political science; Sociology; Engineering; Computer science; Health care","score_opus":0.0911918999054826,"score_gpt":0.48286243283657176,"score_spread":0.39167053293108917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160941420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94103414,0.010753065,0.013249392,0.028030165,0.0014165223,0.0046388884,0.00003492858,0.000057188307,0.00078572263],"genre_scores_gemma":[0.97697526,0.00007238404,0.018741408,0.0025542625,0.0011274491,0.000048488408,0.000050345723,0.000017270188,0.00041313272],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99837303,0.000050877385,0.0007939911,0.00021853484,0.000128693,0.00043487534],"domain_scores_gemma":[0.99780697,0.0006364827,0.0005679129,0.00018647309,0.00035360103,0.0004485792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030303537,0.000091216,0.00034457323,0.00010029175,0.00027452907,0.000003350877,0.000052565025,0.00005891464,0.000001855136],"category_scores_gemma":[0.0021662712,0.000073844596,0.00003715928,0.00026970272,0.000053185242,0.000074312535,0.000014694781,0.0001484217,2.3559129e-7],"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":[0.00031761648,0.00034869582,0.007288503,0.00498819,0.000013642227,1.9066116e-8,0.023642542,0.00001421075,0.0010229866,0.0057813963,0.0148250675,0.94175714],"study_design_scores_gemma":[0.013901768,0.025065903,0.4838652,0.022964166,0.0003656442,0.00059737236,0.13573265,0.010491709,0.07286705,0.039075434,0.1934201,0.0016530046],"about_ca_topic_score_codex":0.0018543237,"about_ca_topic_score_gemma":0.0004936027,"teacher_disagreement_score":0.9401041,"about_ca_system_score_codex":0.0002466268,"about_ca_system_score_gemma":0.008588534,"threshold_uncertainty_score":0.99703187},"labels":[],"label_agreement":null},{"id":"W2161003311","doi":"10.1007/s00268-008-9799-y","title":"Population Health Metrics for Surgery: Effective Coverage of Surgical Services in Low‐Income and Middle‐Income Countries","year":2008,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Pediatric Oncology Group","funders":"","keywords":"Medicine; Low and middle income countries; Public health; Metric (unit); Quality (philosophy); Health services research; Population; Developing country; Intervention (counseling); Environmental health; Business; Economic growth; Nursing; Marketing; Economics","score_opus":0.024265928197332677,"score_gpt":0.2964835819209732,"score_spread":0.2722176537236405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161003311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869493,0.0104276305,0.000026286001,0.0014323916,0.0006697211,0.00040927445,0.00003224578,0.000011818573,0.000041316925],"genre_scores_gemma":[0.98975825,0.009226967,0.0001251481,0.00054018147,0.00023526732,0.000007892312,0.000024660625,0.000022499777,0.0000591232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667245,0.00025415188,0.0017453905,0.00019207784,0.000602902,0.00053302036],"domain_scores_gemma":[0.9907056,0.007117754,0.0011837245,0.00014660589,0.000398042,0.00044829186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004298925,0.00021046292,0.0018209259,0.0019668308,0.00011875136,0.000012439066,0.00005248513,0.00010174079,0.000018140427],"category_scores_gemma":[0.00038505052,0.00017727852,0.000386139,0.0012571873,0.000085644344,0.00027529543,0.00002041153,0.00029057445,0.0000011635848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023737676,0.00015540361,0.9899674,0.0038885123,0.00005404432,0.00044782812,0.000111744324,0.00001691416,0.0000011437589,0.00008576923,0.00039473368,0.0025027299],"study_design_scores_gemma":[0.0012768221,0.00014058423,0.98878753,0.0040683653,0.000029075714,0.00090227614,0.000029985551,0.000056924135,0.000033496188,0.00013551417,0.004408089,0.00013134885],"about_ca_topic_score_codex":0.0004786502,"about_ca_topic_score_gemma":0.00015281427,"teacher_disagreement_score":0.006863602,"about_ca_system_score_codex":0.0003043169,"about_ca_system_score_gemma":0.000620224,"threshold_uncertainty_score":0.7229208},"labels":[],"label_agreement":null},{"id":"W2161769985","doi":"10.1016/j.wneu.2013.02.087","title":"Ethical Challenges in International Surgical Education, for Visitors and Hosts","year":2013,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University Health Network; Toronto Western Hospital; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Context (archaeology); Checklist; Health care; Resource (disambiguation); Medical education; Nursing; Psychology; Political science","score_opus":0.03386571868449496,"score_gpt":0.3306537897623133,"score_spread":0.29678807107781835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161769985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8670562,0.0016031456,0.0000015342748,0.12010328,0.0026035411,0.00047639554,0.000003924756,0.000046259538,0.008105737],"genre_scores_gemma":[0.98946434,0.0011419511,0.0000780567,0.0072244816,0.00054358906,0.00014933482,0.000016436592,0.000015369518,0.0013664394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884534,0.00006207443,0.000330227,0.00027943618,0.00018304464,0.00029985554],"domain_scores_gemma":[0.99855244,0.0008769391,0.00004983976,0.00013223151,0.000108337685,0.0002802008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004006157,0.00010848816,0.0002476609,0.00030663333,0.00003691503,0.00002294647,0.000042134376,0.00010938693,0.000109730056],"category_scores_gemma":[0.00047530673,0.00009771675,0.00006917607,0.00015731776,0.000048908725,0.000071098104,0.000026050042,0.00030680976,0.000023716048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053507445,0.00068411406,0.61072487,0.00041543206,0.000018617375,0.00012104435,0.00017028283,7.6177804e-7,0.00020202584,0.012792659,0.15062915,0.22370596],"study_design_scores_gemma":[0.0005107326,0.00003805121,0.57738864,0.00012342122,0.000004986713,0.00013004038,0.000044947312,0.00008705238,0.00004741384,0.0007323405,0.42078796,0.000104438586],"about_ca_topic_score_codex":0.000042729513,"about_ca_topic_score_gemma":0.000023579954,"teacher_disagreement_score":0.2701588,"about_ca_system_score_codex":0.000036795707,"about_ca_system_score_gemma":0.0001731038,"threshold_uncertainty_score":0.39847735},"labels":[],"label_agreement":null},{"id":"W2161891693","doi":"10.1186/s12992-014-0064-x","title":"Learning from developing countries in strengthening health systems: an evaluation of personal and professional impact among global health volunteers at Addis Ababa University’s Tikur Anbessa Specialized Hospital (Ethiopia)","year":2014,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":55,"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":"Social policy; Health services research; Public health; Developing country; Health administration; Health policy; Medicine; Global health; International health; Political science; Nursing; Economic growth","score_opus":0.027111888041822983,"score_gpt":0.35169598024275034,"score_spread":0.3245840922009274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161891693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892384,0.0030513955,0.00097283407,0.0048868572,0.00039822317,0.001025343,0.00021327195,0.00005612995,0.0001575928],"genre_scores_gemma":[0.99526274,0.0020283007,0.0003246992,0.0012127361,0.000122164,0.000004087504,0.0010028629,0.00001328544,0.000029094295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625236,0.001141877,0.0007248724,0.00046203964,0.00081346685,0.0006054087],"domain_scores_gemma":[0.9980793,0.00006882767,0.0006278156,0.00012594086,0.00037179774,0.0007263176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00321776,0.00023065216,0.00076011324,0.00016704574,0.0005180021,0.00003401503,0.00005466484,0.0001475416,0.000040672636],"category_scores_gemma":[0.00018641609,0.00022633359,0.00004772093,0.00041699276,0.0001408977,0.00025785467,0.00005224854,0.00018852853,0.0000017145857],"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":[0.0004007836,0.000083050334,0.9778779,0.0007385183,0.000029539842,0.0000017983807,0.005360072,0.00023326138,3.5154955e-7,0.003956855,0.0014015788,0.00991627],"study_design_scores_gemma":[0.0033798325,0.0008725708,0.9294692,0.0015541106,0.000019869422,0.000013260965,0.006200044,0.055725235,2.3420229e-7,0.00006744065,0.002530979,0.00016718278],"about_ca_topic_score_codex":0.026513277,"about_ca_topic_score_gemma":0.00896221,"teacher_disagreement_score":0.055491973,"about_ca_system_score_codex":0.0034441305,"about_ca_system_score_gemma":0.004322955,"threshold_uncertainty_score":0.97996926},"labels":[],"label_agreement":null},{"id":"W2163183800","doi":"10.1176/appi.ap.34.6.424","title":"Co-Creating a Psychiatric Resident Program with Ethiopians, for Ethiopians, in Ethiopia: The Toronto Addis Ababa Psychiatry Project (TAAPP)","year":2010,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Global Health and Surgery","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Human resources; Medicine; Specialty; Professional development; Medical education; Family medicine; Psychiatry; Political science","score_opus":0.0156595966911385,"score_gpt":0.36228591627857254,"score_spread":0.34662631958743406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163183800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8462794,0.01602202,0.00017323418,0.0875604,0.010556692,0.0131114125,0.00018404471,0.0008701864,0.025242614],"genre_scores_gemma":[0.78277814,0.004548205,0.13732244,0.05032197,0.012658654,0.007935084,0.00055180717,0.00056150585,0.0033221792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99398667,0.0002554436,0.0015873619,0.0012261138,0.0010245249,0.0019198608],"domain_scores_gemma":[0.99680585,0.0005131176,0.000610936,0.0012218646,0.00023930606,0.0006089042],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002862836,0.00074789557,0.0009716476,0.00031753283,0.0006449543,0.00007183348,0.00073520053,0.0016841117,0.0001057519],"category_scores_gemma":[0.00049321825,0.0005113086,0.00041378374,0.0010663491,0.00030965605,0.0003660222,0.000055718592,0.005758148,0.000036893805],"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":[0.0033740187,0.00073981006,0.8074348,0.0018584656,0.0001799536,0.000011858399,0.0025215186,0.0000021178323,0.00015423584,0.027342618,0.14219362,0.014186986],"study_design_scores_gemma":[0.018097373,0.0045209546,0.5097567,0.0031761208,0.000847496,0.0013249179,0.014614595,0.00041205142,0.00006838375,0.008600584,0.436337,0.002243847],"about_ca_topic_score_codex":0.0029178231,"about_ca_topic_score_gemma":0.022381919,"teacher_disagreement_score":0.29767814,"about_ca_system_score_codex":0.00024722095,"about_ca_system_score_gemma":0.004139446,"threshold_uncertainty_score":0.99973387},"labels":[],"label_agreement":null},{"id":"W2163265179","doi":"10.2105/ajph.2011.300584","title":"Global Health—A Circumpolar Perspective","year":2012,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Institute for Circumpolar Health Research","funders":"","keywords":"Circumpolar star; Indigenous; Arctic; Geography; Global health; The arctic; Population; Population health; Southern Hemisphere; Health equity; Economic growth; Environmental health; Ecology; Medicine; Oceanography; Health care; Biology","score_opus":0.03841100274927697,"score_gpt":0.3938258514481175,"score_spread":0.35541484869884055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163265179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5694337,0.025563302,0.006744162,0.39140248,0.0019397303,0.00042652374,0.000044517587,0.00006944212,0.0043761726],"genre_scores_gemma":[0.9443085,0.0010574074,0.0024737392,0.05097548,0.001137465,0.0000017803201,0.000004100451,0.000016803187,0.000024724031],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99577874,0.00065553654,0.0010109148,0.00015841017,0.0007082353,0.0016881434],"domain_scores_gemma":[0.99258024,0.000109366294,0.0012624464,0.00024741405,0.0006153629,0.005185165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005764332,0.00017814785,0.0010094991,0.00025364803,0.00017018872,0.000020812664,0.00013709214,0.000041835552,0.00008712589],"category_scores_gemma":[0.00077560934,0.00014568822,0.00024081963,0.0010969976,0.00022303069,0.00034072538,0.0000249469,0.00043172634,0.000034483313],"study_design_candidate":"observational","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":[0.00012764437,0.0007475081,0.44876346,0.000102072205,0.00012328681,0.000027355933,0.003091798,4.228439e-7,0.0000013879608,0.00983523,0.036893975,0.50028586],"study_design_scores_gemma":[0.0010761223,0.0040979013,0.70261973,0.00012198929,0.0000148197405,0.004262165,0.01960674,0.000006235109,4.972988e-7,0.00023016657,0.26781455,0.00014912068],"about_ca_topic_score_codex":0.002409604,"about_ca_topic_score_gemma":0.000026562117,"teacher_disagreement_score":0.50013673,"about_ca_system_score_codex":0.0035531842,"about_ca_system_score_gemma":0.010057749,"threshold_uncertainty_score":0.9955543},"labels":[],"label_agreement":null},{"id":"W2164243596","doi":"10.1126/science.1115538","title":"Health Innovation Networks to Help Developing Countries Address Neglected Diseases","year":2005,"lang":"en","type":"article","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","cited_by":237,"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 California, Los Angeles; Karolinska Institutet; Universidade Federal de Minas Gerais; Medical Research Council; Centre National de la Recherche Scientifique; Wellcome Trust; University of Washington","keywords":"Developing country; Business; Economic growth; Developed country; Sustainability; Public health; Global health; Equity (law); Development economics; Public economics; Health care; Environmental health; Political science; Economics; Medicine; Population","score_opus":0.024925225239756012,"score_gpt":0.34823240245543635,"score_spread":0.32330717721568036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164243596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90780646,0.0016095628,0.010674501,0.07768235,0.0007387152,0.0005783312,0.000010273606,0.00017144189,0.00072834385],"genre_scores_gemma":[0.943402,0.00012489867,0.0021034523,0.053984232,0.00024344101,0.000010555034,0.00001233473,0.0000042649867,0.00011485722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99856156,0.000014816237,0.00024721707,0.00022677502,0.00039313274,0.0005564692],"domain_scores_gemma":[0.9990455,0.000037807353,0.000058822498,0.00015073591,0.00037178444,0.00033536958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037319688,0.000069699876,0.00015260655,0.00022880551,0.00033035126,0.000036291993,0.000094377574,0.000022030963,0.000019355055],"category_scores_gemma":[0.00043226685,0.00005984405,0.000010863341,0.0029173023,0.00012650587,0.00017712588,0.000036523637,0.00006743766,0.0000432014],"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":[0.00062109926,0.0002052989,0.2779562,0.0004895726,0.000011399764,0.000028891245,0.0012586018,0.0017669761,0.00069032836,0.035764985,0.105906956,0.57529974],"study_design_scores_gemma":[0.00024655683,0.00010146738,0.82043195,0.00028798962,0.0000027103465,0.000017377155,0.00004713754,0.0018509454,0.00021052005,0.000049560516,0.17664026,0.00011352169],"about_ca_topic_score_codex":0.000042598032,"about_ca_topic_score_gemma":0.00004461404,"teacher_disagreement_score":0.5751862,"about_ca_system_score_codex":0.00033915995,"about_ca_system_score_gemma":0.0022283376,"threshold_uncertainty_score":0.39529753},"labels":[],"label_agreement":null},{"id":"W2165656751","doi":"","title":"Pathologists going \"live\": lessons from a developing country on giving a human face to pathology.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Saint John Regional Hospital","funders":"","keywords":"Face (sociological concept); Perspective (graphical); Developing country; Human Pathology; Medicine; Medical education; Pathology; Computer science; Economic growth; Sociology; Social science; Artificial intelligence","score_opus":0.06009408313699215,"score_gpt":0.3202763525057518,"score_spread":0.26018226936875966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165656751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832124,0.00031409124,0.0005329492,0.003010379,0.00050188974,0.0008375698,0.000037398255,0.00014230769,0.011411021],"genre_scores_gemma":[0.986086,0.000027173768,0.0012608973,0.011164924,0.00010780501,0.00055999885,0.000026235617,0.000023214412,0.0007437292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979195,0.00014164152,0.00032507372,0.00044657325,0.0002438862,0.00092333823],"domain_scores_gemma":[0.99887633,0.00021174208,0.000080816615,0.0003197295,0.000057799272,0.00045358873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323843,0.00018809715,0.0003867135,0.00012193627,0.00019428604,0.00002361986,0.00008611437,0.00015910933,0.000033255743],"category_scores_gemma":[0.0015126456,0.00017205683,0.00006107244,0.00024313424,0.00004455458,0.00004296098,0.000039158364,0.0002753587,0.00014687683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005440724,0.00058595516,0.75115883,0.0005007808,0.0001239752,0.0057636215,0.0033119784,0.000033574088,0.0015302501,0.018845277,0.019482613,0.19811904],"study_design_scores_gemma":[0.0006283314,0.000047049045,0.95799494,0.0001331316,0.000018636481,0.000088255256,0.00026725783,0.0000025372126,0.00037260202,0.00039948348,0.03984,0.00020778911],"about_ca_topic_score_codex":0.00009787734,"about_ca_topic_score_gemma":0.00011094331,"teacher_disagreement_score":0.20683606,"about_ca_system_score_codex":0.00029203633,"about_ca_system_score_gemma":0.00013571708,"threshold_uncertainty_score":0.7016274},"labels":[],"label_agreement":null},{"id":"W2166031082","doi":"10.5116/ijme.5334.8051","title":"The ethics and safety of medical student global health electives","year":2014,"lang":"en","type":"article","venue":"International Journal of Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":47,"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; University of Toronto","funders":"","keywords":"Debriefing; Snowball sampling; Medical education; Psychology; Global health; Patient safety; Health care; Preparedness; Nursing; Medicine; Public health; Political science","score_opus":0.020038110675973976,"score_gpt":0.4944043975988024,"score_spread":0.4743662869228284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166031082","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":[0.2607583,0.00429293,0.004616335,0.72456044,0.0047992542,0.00011570494,0.0000026616972,0.0000056817307,0.00084865483],"genre_scores_gemma":[0.9735823,0.009221677,0.00020709605,0.015833316,0.0011186755,0.0000017381828,0.000004895161,0.0000037476816,0.00002653283],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946091,0.0003519547,0.000765399,0.00008539352,0.004030523,0.000157628],"domain_scores_gemma":[0.9969168,0.00093473285,0.00043825727,0.00008156685,0.0008762112,0.00075244124],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009068584,0.000067425615,0.00022940236,0.000059788854,0.000087856075,0.000018283006,0.000329706,0.0001625763,0.000104072366],"category_scores_gemma":[0.014603821,0.000041831878,0.000071765775,0.0000898885,0.00018261535,0.000048238475,0.00005145868,0.0007669845,0.000001914683],"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":[0.000592525,0.0007049422,0.047519594,0.00007663219,0.00015651845,0.000009643276,0.0009803274,8.512246e-7,0.0000019275828,0.06772471,0.016586727,0.8656456],"study_design_scores_gemma":[0.0033713744,0.00092584424,0.70042974,0.0025254304,0.000043916698,0.0028594546,0.0028959087,0.00087180285,0.000015465755,0.0093599735,0.27659813,0.000102978316],"about_ca_topic_score_codex":0.00020491733,"about_ca_topic_score_gemma":0.00007702552,"teacher_disagreement_score":0.86554265,"about_ca_system_score_codex":0.00026612607,"about_ca_system_score_gemma":0.009568536,"threshold_uncertainty_score":0.9960463},"labels":[],"label_agreement":null},{"id":"W2166591279","doi":"10.1186/1472-6963-12-134","title":"Brain Gains: a literature review of medical missions to low and middle-income countries","year":2012,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":212,"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":"University of Toronto; University of Sydney; University of New South Wales","keywords":"Medicine; Health care; Health informatics; Nursing research; Scope (computer science); Health administration; Global health; MEDLINE; Nursing; Medical education; Family medicine; Public health; Political science","score_opus":0.14286216619123165,"score_gpt":0.5271948478515452,"score_spread":0.3843326816603136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166591279","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":[0.000026833892,0.98211646,0.0000021463939,0.012327744,0.00024801705,0.004674167,0.00030894557,0.000040350664,0.00025532467],"genre_scores_gemma":[0.000003312573,0.96945584,0.00033922264,0.02812467,0.0007557036,0.00033447467,0.0004169186,0.00006720673,0.00050263974],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887948,0.0025390037,0.0021516145,0.00072285585,0.0037602591,0.0020314478],"domain_scores_gemma":[0.9889968,0.0028679008,0.0004301483,0.0010960678,0.00096744444,0.005641662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018047934,0.0004937014,0.003961723,0.00091463205,0.00030119697,0.00004864804,0.0006366291,0.0009092422,0.00047479267],"category_scores_gemma":[0.0011674287,0.0003349805,0.00035351788,0.0025180092,0.00016002617,0.00009900159,0.0005322852,0.0021198655,0.00023362937],"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":[0.000052554406,0.0000918104,0.00019743097,0.8522723,0.000027281061,0.000058288155,0.00033417874,1.2126726e-9,3.957624e-9,0.00014199619,0.0028294227,0.14399478],"study_design_scores_gemma":[0.00014938577,0.00014871148,0.00015923007,0.49071127,0.000038600832,0.00018128836,0.00004195603,0.0000021327598,1.676547e-8,0.0000032436033,0.5084628,0.00010136217],"about_ca_topic_score_codex":0.00032006507,"about_ca_topic_score_gemma":0.00015315689,"teacher_disagreement_score":0.50563335,"about_ca_system_score_codex":0.00038892444,"about_ca_system_score_gemma":0.011672235,"threshold_uncertainty_score":0.99991024},"labels":[],"label_agreement":null},{"id":"W2166727592","doi":"10.1097/acm.0b013e3180305c10","title":"Three Domains of Competency in Global Health Education: Recommendations for All Medical Students","year":2007,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":145,"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":"Laboratório Central de Microscopia Eletrônica, Universidade Federal de Santa Catarina","keywords":"Curriculum; Global health; Medical education; Health care; Medicine; Tropical medicine; Population; Family medicine; Public health; Nursing; Political science; Psychology; Environmental health; Pedagogy","score_opus":0.04976892611065963,"score_gpt":0.4806442024728482,"score_spread":0.4308752763621886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166727592","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":[0.42415756,0.013303192,0.01869777,0.53070515,0.0036815477,0.0027837546,0.00004763106,0.00008542472,0.006537987],"genre_scores_gemma":[0.91517466,0.00345652,0.0024615866,0.07655462,0.0017055765,0.00006209898,0.0003741287,0.000018899069,0.00019189822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660134,0.000047528938,0.0013741764,0.00027952195,0.0010652173,0.0006322009],"domain_scores_gemma":[0.9978673,0.00049875525,0.00028594132,0.00024727115,0.00015583576,0.0009449241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005586409,0.000154152,0.0006458633,0.00019388099,0.000050413797,0.0000010975443,0.00029467544,0.00027154264,0.00024415407],"category_scores_gemma":[0.0011891035,0.0001247269,0.000055585115,0.0005246542,0.00015831651,0.00004362557,0.000051626725,0.00050816825,0.000008377737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004435088,0.00028714363,0.4929789,0.00053978746,0.000046101424,0.000012982012,0.00089933176,1.2454437e-7,0.000012918116,0.029285353,0.3356952,0.13979864],"study_design_scores_gemma":[0.009547003,0.0013904601,0.58317405,0.004076532,0.00008719334,0.0002960538,0.003369717,0.00007818193,0.000012467588,0.024969941,0.3727815,0.0002169536],"about_ca_topic_score_codex":0.0010744865,"about_ca_topic_score_gemma":0.00073831924,"teacher_disagreement_score":0.49101713,"about_ca_system_score_codex":0.00044385652,"about_ca_system_score_gemma":0.0021725884,"threshold_uncertainty_score":0.5086215},"labels":[],"label_agreement":null},{"id":"W2167496264","doi":"10.1016/s0140-6736(02)09558-2","title":"What kind of evidence do we need to justify humanitarian medical aid?","year":2002,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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; Engineers Without Borders Canada; University of Toronto","funders":"","keywords":"Humanitarian aid; Human rights; Psychological intervention; Context (archaeology); Humanitarian intervention; Political science; Public relations; Intervention (counseling); Law; Medicine; Nursing","score_opus":0.18342079739776893,"score_gpt":0.3778883069357706,"score_spread":0.19446750953800165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167496264","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":[0.4355249,0.015362896,0.000016243901,0.54331166,0.001092973,0.00034714496,0.0000069666194,0.000050345097,0.004286882],"genre_scores_gemma":[0.9773254,0.00621149,0.00011016997,0.014160132,0.0012012665,0.000008000554,0.000001292982,0.000007963924,0.0009742979],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872,0.00006542967,0.00023605052,0.00013189948,0.00048822572,0.0003583959],"domain_scores_gemma":[0.998858,0.00027416146,0.000046030284,0.0004716525,0.000056318288,0.0002938495],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074254896,0.00008183502,0.0003828661,0.000041369316,0.000054282737,0.00001725861,0.00021939399,0.000077357516,0.0015590157],"category_scores_gemma":[0.0008223287,0.000045573368,0.00004896601,0.00019423252,0.00007141453,0.0000820645,0.000049115166,0.00022578682,0.0003847611],"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":[0.00071232993,0.0001933337,0.010620891,0.00068276573,0.000040851966,0.00017762612,0.003565966,0.0000037248328,0.00021385186,0.0045211953,0.86716855,0.1120989],"study_design_scores_gemma":[0.0022145186,0.00045571502,0.03688941,0.005535134,0.00008630955,0.00014605884,0.0013788986,0.0003382013,0.00019729605,0.00075292453,0.95182437,0.00018119275],"about_ca_topic_score_codex":0.00008776464,"about_ca_topic_score_gemma":0.00004400837,"teacher_disagreement_score":0.5418005,"about_ca_system_score_codex":0.000028075536,"about_ca_system_score_gemma":0.0000541269,"threshold_uncertainty_score":0.9993537},"labels":[],"label_agreement":null},{"id":"W2167666146","doi":"10.1111/j.1365-2923.2009.03381.x","title":"Addressing the severe shortage of health care providers in Ethiopia: bench model teaching of technical skills","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Social Innovation; University of Toronto","funders":"","keywords":"Economic shortage; Health care; Medical education; Medicine; Nursing; Economic growth; Economics","score_opus":0.02857955664433285,"score_gpt":0.4044865330861184,"score_spread":0.37590697644178556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167666146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018688,0.0031172682,0.000530818,0.08838181,0.00025158562,0.0007288424,0.0000036054075,0.000027108887,0.005090163],"genre_scores_gemma":[0.98481023,0.000073574854,0.0010713438,0.013887292,0.00006270728,0.000011808586,0.000037291495,0.000005140263,0.000040629584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998301,0.00014728271,0.00058747426,0.0001515155,0.00056551484,0.00024716972],"domain_scores_gemma":[0.9992541,0.0001235241,0.00014999112,0.00021653717,0.000086246015,0.00016960855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013959552,0.00007925878,0.0003106244,0.00009331596,0.000060615173,0.0000031179052,0.00009410664,0.00016159433,0.000018654879],"category_scores_gemma":[0.002370999,0.0000542787,0.000054501146,0.00017003638,0.00007970089,0.000049566337,0.000013315836,0.00059323985,5.111204e-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":[0.00010101452,0.0018417008,0.037962187,0.001367789,0.0000072427474,0.0000037714747,0.015979014,0.00008320466,0.0001517745,0.001992776,0.037511047,0.9029985],"study_design_scores_gemma":[0.0033122266,0.0012775204,0.92693913,0.013762188,0.00010611976,0.00022144748,0.030496923,0.012980131,0.00025705883,0.0030710916,0.0070689055,0.0005072764],"about_ca_topic_score_codex":0.00055370876,"about_ca_topic_score_gemma":0.00008987204,"teacher_disagreement_score":0.9024912,"about_ca_system_score_codex":0.00019810832,"about_ca_system_score_gemma":0.00562568,"threshold_uncertainty_score":0.99797153},"labels":[],"label_agreement":null},{"id":"W2168028038","doi":"10.1186/1478-4505-12-17","title":"Indicators for tracking programmes to strengthen health research capacity in lower- and middle-income countries: a qualitative synthesis","year":2014,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Public Health Ontario","funders":"Fogarty International Center; Canadian Institutes of Health Research; National Institutes of Health; Wellcome Trust; Styrelsen för Internationellt Utvecklingssamarbete; World Health Organization","keywords":"Monitoring and evaluation; Health services research; Performance indicator; Equity (law); Health indicator; Health administration; Theory of change; Construct (python library); Linkage (software); Process management; Environmental resource management; Public health; Business; Environmental health; Computer science; Medicine; Economic growth; Political science; Population; Marketing; Economics; Nursing","score_opus":0.5349287226442774,"score_gpt":0.5612443330390064,"score_spread":0.026315610394729072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168028038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192872,0.0038822454,0.000052610023,0.06941717,0.00013127043,0.0064874105,0.00022547308,0.00005276324,0.0004638601],"genre_scores_gemma":[0.9943737,0.0013014533,0.00028940872,0.0017849371,0.00052534026,0.0014850451,0.000009263803,0.00003691769,0.0001939653],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98661214,0.006785969,0.0011639512,0.0007017804,0.0015843756,0.0031517537],"domain_scores_gemma":[0.9805217,0.014893498,0.0001930648,0.00045721172,0.0007779398,0.0031566257],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06946453,0.0002268984,0.0010904383,0.0024361722,0.0010245085,0.00016429453,0.00015691276,0.0002130736,0.0000029259595],"category_scores_gemma":[0.023952175,0.000189594,0.000055649085,0.0018677983,0.0005124002,0.00010939873,0.0000914598,0.0009388056,0.000011874562],"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":[0.006371689,0.0011861362,0.08395291,0.16749738,0.00016064457,0.000045130917,0.30814692,0.0000064592423,0.000010028471,0.23561902,0.017073676,0.17992999],"study_design_scores_gemma":[0.0076032677,0.022176018,0.13098428,0.04781194,0.000013995626,0.00021467311,0.16441555,0.003154961,0.000037385496,0.004913641,0.61761004,0.0010642643],"about_ca_topic_score_codex":0.052235313,"about_ca_topic_score_gemma":0.0033385833,"teacher_disagreement_score":0.60053635,"about_ca_system_score_codex":0.0013406919,"about_ca_system_score_gemma":0.0038945514,"threshold_uncertainty_score":0.9842695},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2169217622","doi":"10.1146/annurev-anthro-091908-164314","title":"Anthropology and Global Health","year":2009,"lang":"en","type":"article","venue":"Annual Review of Anthropology","topic":"Global Health and Surgery","field":"Medicine","cited_by":227,"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":"Global health; Medical anthropology; Sociology; Ethnography; Health equity; Interrogation; International health; Politics; Health policy; Political science; Anthropology; Social science; Health care","score_opus":0.015439737972548896,"score_gpt":0.4218049679255653,"score_spread":0.40636522995301644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169217622","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":[0.018668147,0.72153115,0.00020895868,0.2507818,0.00061583455,0.0006084518,0.00011311612,0.0000561792,0.007416354],"genre_scores_gemma":[0.39862806,0.5323969,0.00046965902,0.06834732,0.00008764426,0.0000020732707,0.000027663713,0.000004673207,0.00003599613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982392,0.00015440304,0.00063575956,0.00027683895,0.00015022818,0.00054354774],"domain_scores_gemma":[0.9989349,0.000053699434,0.00021213612,0.00026298096,0.00017056154,0.0003657034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049884827,0.00015799292,0.0010703705,0.000047050737,0.00009302515,0.0000012300443,0.00006271319,0.00011357435,0.0005772681],"category_scores_gemma":[0.0003091847,0.0001251248,0.00010817559,0.00025322373,0.0009699944,0.000046690377,0.00002882171,0.00013559169,0.000028709206],"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":[0.00021198779,0.00044113136,0.010108244,0.0087271,0.000043771724,0.00012881107,0.00014892625,2.0622357e-8,0.0000090544645,0.03858124,0.17364605,0.7679537],"study_design_scores_gemma":[0.0017709779,0.012472757,0.14735092,0.008260791,0.00015064306,0.00450558,0.0013047542,0.000004909158,0.000049965958,0.0037287876,0.8200615,0.000338376],"about_ca_topic_score_codex":0.00053286884,"about_ca_topic_score_gemma":0.000028687098,"teacher_disagreement_score":0.7676153,"about_ca_system_score_codex":0.00006863845,"about_ca_system_score_gemma":0.00047083662,"threshold_uncertainty_score":0.6320681},"labels":[],"label_agreement":null},{"id":"W2169322254","doi":"10.1017/s1049023x12000064","title":"Best Practice Guidelines on Surgical Response in Disasters and Humanitarian Emergencies: Report of the 2011 Humanitarian Action Summit Working Group on Surgical Issues within the Humanitarian Space","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"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 Toronto; Institute of Population and Public Health; Stan Cassidy Foundation; University of Ottawa; Western University","funders":"","keywords":"Summit; Standardization; Action (physics); Accountability; Humanitarian aid; Public relations; Population; Medicine; Business; Medical emergency; Operations management; Public administration; Political science; Law; Engineering; Environmental health","score_opus":0.09606175954806696,"score_gpt":0.3549927153304465,"score_spread":0.25893095578237957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169322254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96469235,0.002259972,0.0000036597228,0.0207409,0.0011455154,0.00078999106,0.000006067145,0.000029810017,0.0103317555],"genre_scores_gemma":[0.9963119,0.0003140499,0.00009462054,0.001118806,0.00061853224,0.000034571523,0.000017103928,0.000031579733,0.0014588212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966613,0.0004385396,0.0011327647,0.00057911617,0.0007181362,0.0004701125],"domain_scores_gemma":[0.9977799,0.00062322745,0.0004500709,0.000643042,0.00020973218,0.00029403315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028343124,0.00037457357,0.0006260788,0.0001699259,0.00032103396,0.000022690881,0.00018088991,0.00016991988,0.0001444861],"category_scores_gemma":[0.0017353287,0.00020202728,0.00010381291,0.00023892368,0.0006684978,0.0002089697,0.00014035741,0.00058454514,0.000012360052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11629118,0.007609669,0.49794888,0.0015575894,0.0007752485,0.013722982,0.2218597,0.000020164609,0.00040834196,0.10405519,0.02297264,0.0127784265],"study_design_scores_gemma":[0.011112188,0.021824282,0.55216616,0.007314045,0.0009350252,0.0036934572,0.22812957,0.00014017611,0.00015099751,0.004058123,0.16927749,0.0011984635],"about_ca_topic_score_codex":0.0037915676,"about_ca_topic_score_gemma":0.0015989915,"teacher_disagreement_score":0.14630485,"about_ca_system_score_codex":0.00007168855,"about_ca_system_score_gemma":0.00007504427,"threshold_uncertainty_score":0.82384336},"labels":[],"label_agreement":null},{"id":"W2169790246","doi":"10.5430/ijhe.v2n2p67","title":"Launching of an American Medical College in the Middle East: Educational Challenges in a Multicultural Environment","year":2013,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Excellence; Graduation (instrument); Milestone; Center of excellence; Medical education; Curriculum; Thriving; Political science; Medicine; Psychology; Pedagogy; Engineering","score_opus":0.04172432903943429,"score_gpt":0.34108071048557315,"score_spread":0.29935638144613885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169790246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220596,0.0010383711,9.219018e-7,0.075189054,0.00076552934,0.0001361999,0.0000030758322,0.0000012057928,0.0008060466],"genre_scores_gemma":[0.99684143,0.000268809,0.0006603943,0.0014578429,0.00061687705,0.000021862454,0.000016158398,0.0000046594555,0.000111980065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983595,0.00012636204,0.0005237233,0.00009092597,0.00077384076,0.0001256453],"domain_scores_gemma":[0.99911803,0.00015371824,0.00028543823,0.00008538285,0.0002178916,0.00013952378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004970925,0.000073154675,0.00017456293,0.00021718834,0.00001362275,0.0000092018845,0.0002079558,0.00004017855,0.0005047116],"category_scores_gemma":[0.00013879003,0.000048111153,0.000054774267,0.00009318573,0.00006278094,0.00019633646,0.0000125400165,0.00022199722,0.000010997596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015602085,0.026895028,0.56016934,0.00029995234,0.00032524855,0.00020606248,0.05092417,0.0002403749,0.0017528376,0.030083409,0.016270243,0.31127313],"study_design_scores_gemma":[0.0006243418,0.00013765515,0.9867016,0.00025685973,0.000007307581,0.0003129545,0.006476923,0.00007952484,0.000013550923,0.00068561244,0.0046568606,0.000046782672],"about_ca_topic_score_codex":0.00053753034,"about_ca_topic_score_gemma":0.00006394158,"teacher_disagreement_score":0.4265323,"about_ca_system_score_codex":0.00023100535,"about_ca_system_score_gemma":0.00053014024,"threshold_uncertainty_score":0.55262375},"labels":[],"label_agreement":null},{"id":"W2170499642","doi":"10.1111/medu.12386","title":"Toward reciprocity: host supervisor perspectives on international medical electives","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":109,"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":"Canadian Institutes of Health Research","keywords":"Harm; Context (archaeology); Kenya; Medical education; Reciprocity (cultural anthropology); Host (biology); Developing country; Psychology; Supervisor; Public relations; Medicine; Nursing; Political science; Economic growth; Social psychology","score_opus":0.015784958281581742,"score_gpt":0.3465160854637282,"score_spread":0.3307311271821465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170499642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6982849,0.000508044,0.00086936605,0.23550953,0.0032509367,0.00029326606,0.0000024591907,0.00012808215,0.06115341],"genre_scores_gemma":[0.9601742,0.0004296374,0.00025246982,0.03604925,0.002131392,0.00005514365,0.000065556844,0.000015038011,0.00082733197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974039,0.00012317675,0.0003008248,0.00034929483,0.0015033269,0.00031948468],"domain_scores_gemma":[0.99846226,0.00025622643,0.000053152045,0.00019507525,0.0002693955,0.000763902],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010357444,0.00013195559,0.00024607524,0.00016000694,0.00007283502,0.00001533379,0.00016943774,0.0002445313,0.004231431],"category_scores_gemma":[0.017573465,0.000105908206,0.00008721269,0.00020418181,0.00013650776,0.000065247616,0.000029932913,0.00048469042,0.0002588637],"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":[0.0010506576,0.0054499097,0.062064536,0.00028878418,0.0001231509,0.000034754845,0.007896851,1.6881238e-7,0.00007722869,0.03428629,0.21126728,0.6774604],"study_design_scores_gemma":[0.0027444044,0.0011059977,0.29027066,0.0011740634,0.00005156209,0.0003845061,0.007951713,0.0022880319,0.00025361247,0.0015111743,0.69186246,0.0004018049],"about_ca_topic_score_codex":0.00013893726,"about_ca_topic_score_gemma":0.000015481133,"teacher_disagreement_score":0.6770586,"about_ca_system_score_codex":0.00024381773,"about_ca_system_score_gemma":0.0023252033,"threshold_uncertainty_score":0.9966788},"labels":[],"label_agreement":null},{"id":"W2170630960","doi":"10.1080/00049670.2006.10721878","title":"Providing library resources to 37 medical students at eight remote sites across 2600 km","year":2006,"lang":"en","type":"article","venue":"The Australian Library Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Disadvantaged; Metropolitan area; Quarter (Canadian coin); Government (linguistics); The Internet; Medical education; Internet access; Library science; Geography; Business; Political science; Medicine; Computer science; World Wide Web; Archaeology","score_opus":0.022672173454050117,"score_gpt":0.32312517040553995,"score_spread":0.30045299695148986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170630960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88919485,0.00072109106,0.0000028525185,0.10357119,0.00045015302,0.00035652868,0.000049093935,0.00015701466,0.0054972493],"genre_scores_gemma":[0.84504545,0.0002984485,0.0010169444,0.020811427,0.004567011,0.00000457688,0.00010586107,0.00009661952,0.12805367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99571735,0.00027356728,0.000846769,0.00033894568,0.0015998173,0.0012235375],"domain_scores_gemma":[0.997549,0.00020592895,0.00022397564,0.00043147747,0.000026499783,0.0015631148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009280828,0.00030757184,0.0004781944,0.0001193384,0.0007666942,0.0005023035,0.0009627717,0.00023153068,0.0037458008],"category_scores_gemma":[0.00009754752,0.00019315784,0.00024645842,0.0005403178,0.00016378557,0.0010095694,0.0005650604,0.0009849463,0.0004391369],"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":[0.0008169641,0.00011104974,0.3249941,0.00006797486,0.000046134435,0.0015971321,0.0003791786,0.0000056679055,0.00017132369,0.000058908645,0.66939867,0.0023529325],"study_design_scores_gemma":[0.0010848269,0.0002470941,0.40311363,0.0005660286,0.000037422895,0.0034586538,0.0002564343,0.000022303455,0.0013753423,0.0006551666,0.5889611,0.0002219888],"about_ca_topic_score_codex":0.000034884433,"about_ca_topic_score_gemma":0.0000039857987,"teacher_disagreement_score":0.12255642,"about_ca_system_score_codex":0.00006515448,"about_ca_system_score_gemma":0.00032920082,"threshold_uncertainty_score":0.9971649},"labels":[],"label_agreement":null},{"id":"W2171272154","doi":"10.1016/j.surg.2014.12.022","title":"Surgical need in an aging population: A cluster-based household survey in Nepal","year":2015,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Population; Health care; Verbal autopsy; Confidence interval; Demographics; Cluster (spacecraft); Gerontology; Disease; Demography; Environmental health; Cause of death","score_opus":0.1378802202193392,"score_gpt":0.34624884334438705,"score_spread":0.20836862312504784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171272154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975718,0.0002532346,0.0000068692593,0.00089451176,0.0006330615,0.00022478357,0.000015517888,0.00008578239,0.00031441118],"genre_scores_gemma":[0.9978357,0.0000076689585,0.00006124351,0.0014107649,0.00018605003,0.000015137908,0.00041494798,0.00002583162,0.00004267125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974465,0.0005735526,0.00064408075,0.00030839644,0.00038683048,0.0006406494],"domain_scores_gemma":[0.9980465,0.00087813474,0.00007930377,0.00030386576,0.00007894969,0.0006132445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042595332,0.00016579514,0.00060311216,0.0005431002,0.000025777026,0.000020368603,0.000049933522,0.00016237613,0.00002299714],"category_scores_gemma":[0.00065544294,0.0001588074,0.00009263652,0.0008788088,0.000029646588,0.00015249093,0.000019882205,0.00027698715,0.000015309797],"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":[0.0010372944,0.00022965224,0.99313575,0.00005526352,0.0000019653914,0.0008587316,0.000046622525,0.0002602835,0.0000011924459,0.0000080217615,0.002413593,0.001951649],"study_design_scores_gemma":[0.0017349056,0.000044110042,0.9945582,0.00016503085,0.000003465278,0.00004030053,0.000052351617,0.0018609058,0.000004756001,0.000027398672,0.0013502121,0.00015836133],"about_ca_topic_score_codex":0.00954142,"about_ca_topic_score_gemma":0.0048090587,"teacher_disagreement_score":0.0047323615,"about_ca_system_score_codex":0.00023283773,"about_ca_system_score_gemma":0.00062524225,"threshold_uncertainty_score":0.9970541},"labels":[],"label_agreement":null},{"id":"W2174969218","doi":"10.1200/jco.2015.63.0152","title":"Medical Education and Training: Building In-Country Capacity at All Levels","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Workforce; Capacity building; Referral; Developing country; Training (meteorology); Health care; Leverage (statistics); Public health; Workforce development; Nursing; Medical education; Economic growth","score_opus":0.49730048345890676,"score_gpt":0.6024003784765894,"score_spread":0.10509989501768269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174969218","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":[0.008888129,0.9798849,0.000003894517,0.0031130246,0.0046920213,0.00028573172,0.0000068585155,0.000005403892,0.0031200207],"genre_scores_gemma":[0.00069123565,0.9875694,0.0011507059,0.007338404,0.0030624748,0.000005867037,0.000008656183,0.00002153761,0.00015172127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924652,0.0011327917,0.004950643,0.000265973,0.00074192695,0.00044345684],"domain_scores_gemma":[0.99012285,0.004093812,0.0029349593,0.00017535234,0.0003808307,0.0022921888],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.019038584,0.00024603622,0.006219664,0.0002788841,0.000024440973,0.0000058605924,0.00017813707,0.002055635,0.00014380284],"category_scores_gemma":[0.02819841,0.00016420799,0.00059979083,0.0001915647,0.0002487172,0.00006772104,0.00008127293,0.0030226423,0.000013578604],"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":[0.00021954518,0.00066317496,0.0011912591,0.0026549879,0.00012447726,0.0006181891,0.000057551395,1.9174193e-8,1.6172594e-8,0.000120959616,0.019622102,0.9747277],"study_design_scores_gemma":[0.001703148,0.001516926,0.0019812444,0.008393274,0.00067124836,0.009485708,0.00003313561,0.0000037005427,6.1311654e-9,0.0002894047,0.9758059,0.00011630084],"about_ca_topic_score_codex":0.000029095321,"about_ca_topic_score_gemma":0.00006429978,"teacher_disagreement_score":0.9746114,"about_ca_system_score_codex":0.00096252287,"about_ca_system_score_gemma":0.043701578,"threshold_uncertainty_score":0.9992774},"labels":[],"label_agreement":null},{"id":"W2175102876","doi":"10.1097/bot.0000000000000466","title":"Building Networks for Global Clinical Research","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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; St. Michael's Hospital","funders":"","keywords":"Medicine; Protocol (science); Context (archaeology); Quality (philosophy); Clinical trial; Randomized controlled trial; Medical education; Public relations; Alternative medicine; Surgery; Pathology","score_opus":0.22979529884140185,"score_gpt":0.49855451941233,"score_spread":0.26875922057092816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175102876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96063125,0.00708395,0.019613983,0.0047107227,0.004174243,0.000434925,0.000006278324,0.000025120178,0.0033195105],"genre_scores_gemma":[0.9821567,0.00021869347,0.011910192,0.0010394737,0.004548535,0.0000039753168,0.0000022127495,0.0000145328495,0.00010571478],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679446,0.00024577574,0.0012031446,0.00016521903,0.0009207421,0.0006706279],"domain_scores_gemma":[0.99578863,0.00061101676,0.0003014336,0.00018314151,0.0015291423,0.0015866173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012856922,0.0001107722,0.0005663668,0.0001354302,0.000083960265,0.000022202541,0.0001420863,0.00021422554,0.000013115351],"category_scores_gemma":[0.0032702968,0.00008277536,0.0004849604,0.00042075323,0.00013687593,0.00010390023,0.000029990504,0.00079677015,0.0000067018664],"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":[0.0044430187,0.0003791263,0.43969864,0.00008625819,0.0000944472,0.0005806251,0.000026572907,0.00007173842,0.0000019577496,0.0019264724,0.2078519,0.34483925],"study_design_scores_gemma":[0.015677532,0.0072711953,0.41375363,0.0007042547,0.00018969552,0.0033458886,0.00040736553,0.0017378534,0.000008468692,0.0046402947,0.5520629,0.00020088264],"about_ca_topic_score_codex":0.000011430692,"about_ca_topic_score_gemma":0.0000069139533,"teacher_disagreement_score":0.34463838,"about_ca_system_score_codex":0.00023821159,"about_ca_system_score_gemma":0.0011965467,"threshold_uncertainty_score":0.44559783},"labels":[],"label_agreement":null},{"id":"W2175131526","doi":"10.1016/j.jsurg.2015.09.019","title":"An International Surgical Rotation as a Systems-Based Elective: The Botswana-University of Pennsylvania Surgical Experience","year":2015,"lang":"en","type":"review","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"University of Pennsylvania","keywords":"Debriefing; Curriculum; Medicine; Medical education; Clinical Practice; Nursing; Psychology; Pedagogy","score_opus":0.045074693381733553,"score_gpt":0.4202840090733589,"score_spread":0.37520931569162536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175131526","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":[0.02438553,0.9672246,0.000033242282,0.000698719,0.0028351562,0.0008957521,0.000026066631,0.00001975748,0.0038812018],"genre_scores_gemma":[0.038371556,0.95944023,0.00011033304,0.000037506787,0.0014292704,0.00000946099,0.0001563497,0.00002681147,0.00041849693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961739,0.0008131114,0.0012177934,0.00028981298,0.0011987884,0.000306582],"domain_scores_gemma":[0.99490935,0.00060577795,0.0016087941,0.0003319934,0.0018386263,0.00070545654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020417487,0.00028605748,0.0015627168,0.00036537932,0.00010947628,0.000046199086,0.0004301014,0.00035682914,0.0003209295],"category_scores_gemma":[0.00022759229,0.00019026372,0.0006565903,0.0005681913,0.0001737279,0.00030336398,0.00002626343,0.00077312614,0.00002971019],"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":[0.0040077376,0.0034075407,0.0013858502,0.0055776136,0.000368585,0.0024677424,0.00084576715,0.000060744835,8.0144434e-7,0.0024628285,0.006816653,0.97259814],"study_design_scores_gemma":[0.0011732765,0.00047558488,0.00020614086,0.0040734196,0.0003836608,0.0072311484,0.0009655907,0.000119949276,4.1077016e-7,0.000019197225,0.98519313,0.00015849],"about_ca_topic_score_codex":0.00024329798,"about_ca_topic_score_gemma":0.0000026756993,"teacher_disagreement_score":0.9783765,"about_ca_system_score_codex":0.00078854925,"about_ca_system_score_gemma":0.008475145,"threshold_uncertainty_score":0.9971459},"labels":[],"label_agreement":null},{"id":"W2175301297","doi":"","title":"Surgery in Africa Monthly Reviews: introduction","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Global Health and Surgery","field":"Medicine","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; Context (archaeology); Globe; Certification; Ptolemy's table of chords; Developing country; Curriculum; Medical education; Library science; Economic growth; Ophthalmology; Political science","score_opus":0.043724868379337686,"score_gpt":0.2461663412807222,"score_spread":0.20244147290138453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175301297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727341,0.010248844,0.000008822084,0.0077711917,0.002510892,0.0007524999,0.000004949123,0.000072379655,0.0058963033],"genre_scores_gemma":[0.9912174,0.004496943,0.000098465636,0.0008829219,0.002085772,0.00014737564,0.00004453059,0.000011697792,0.0010149326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974881,0.00008101224,0.00042035722,0.00022526317,0.00019137231,0.0015939174],"domain_scores_gemma":[0.99901456,0.00005706358,0.00006293454,0.00020246168,0.000024196233,0.0006387595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096001505,0.00010907908,0.0004123377,0.00013548344,0.000044956287,0.0000037260202,0.00003196777,0.00007048077,0.000086533284],"category_scores_gemma":[0.0009883567,0.00009420109,0.00012451473,0.00038427737,0.00004262348,0.00008855496,0.000009440336,0.0001856478,0.00006416073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021331733,0.00018459662,0.53586704,0.00013769594,0.0000064386977,0.00022176062,0.00020334501,0.0000043672303,0.000009392063,0.000050387993,0.4343304,0.028771264],"study_design_scores_gemma":[0.00018013055,0.0000071210093,0.588804,0.000021656131,0.0000058188116,0.00006999569,0.000009732658,0.0000117641175,0.00002798837,0.000015018666,0.41079295,0.000053780164],"about_ca_topic_score_codex":0.00008685925,"about_ca_topic_score_gemma":0.000019328083,"teacher_disagreement_score":0.052937012,"about_ca_system_score_codex":0.00032042572,"about_ca_system_score_gemma":0.00021956165,"threshold_uncertainty_score":0.38414088},"labels":[],"label_agreement":null},{"id":"W2181207404","doi":"10.4314/rj.v2i2.49f","title":"Abstract: Building a National Simulation Program in Rwanda Through the Use of Partnerships","year":2015,"lang":"en","type":"article","venue":"Rwanda Journal","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Medical education; Resource (disambiguation); Engineering; Engineering management; Public relations; Political science; Medicine; Business; Computer science; Finance","score_opus":0.2523879743408649,"score_gpt":0.41517122289872327,"score_spread":0.16278324855785836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181207404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912865,0.00053399504,0.00061049446,0.0045324676,0.0003598037,0.00035661532,0.000007142435,0.000020548867,0.0022923984],"genre_scores_gemma":[0.9967677,0.000033902128,0.0022073155,0.0006263922,0.0003008254,0.000004812139,0.000005482558,0.0000073302626,0.000046219175],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984674,0.000064249616,0.0004434356,0.00008499106,0.00067766436,0.00026228072],"domain_scores_gemma":[0.9987324,0.00032894337,0.00018763808,0.00007936233,0.0004736033,0.00019804738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012182884,0.00008001274,0.00018694076,0.0000781623,0.00008786072,0.000043854518,0.00004932919,0.000072526745,0.00004245754],"category_scores_gemma":[0.0014377937,0.00005112765,0.00007402948,0.00021710557,0.000060707105,0.00026365745,0.000011847369,0.0004091627,0.000004951743],"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":[0.0075181345,0.0027652823,0.50762343,0.00056264375,0.0002481506,0.0006260626,0.008273269,0.14964375,0.0004141932,0.013654906,0.08433655,0.22433363],"study_design_scores_gemma":[0.005217915,0.00050525693,0.22142626,0.0007570932,0.00004678066,0.00053737685,0.00063403614,0.019609941,0.0001522238,0.008214317,0.7427122,0.00018658831],"about_ca_topic_score_codex":0.000031651587,"about_ca_topic_score_gemma":0.000019245546,"teacher_disagreement_score":0.6583757,"about_ca_system_score_codex":0.00015480972,"about_ca_system_score_gemma":0.00064582145,"threshold_uncertainty_score":0.20849249},"labels":[],"label_agreement":null},{"id":"W2183323043","doi":"10.1007/s00268-015-3274-3","title":"Access to Medicines are an Essential Component of Global Surgery","year":2015,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Bruyère","funders":"","keywords":"Cardiac surgery; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Medicine; Component (thermodynamics); General surgery; Surgery","score_opus":0.08330262455832052,"score_gpt":0.3597452908929906,"score_spread":0.2764426663346701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183323043","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":[0.22526295,0.005351739,0.000047381403,0.75329787,0.014553552,0.0004327619,0.0002155919,0.00004930888,0.00078886136],"genre_scores_gemma":[0.23253019,0.0006519207,0.00014373606,0.74131405,0.024500048,0.000009849371,0.00031739083,0.00011585143,0.00041693274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99193895,0.00048351646,0.003272377,0.00045483178,0.0027229597,0.0011273558],"domain_scores_gemma":[0.9903821,0.0017787248,0.003181356,0.00070627994,0.0023394686,0.0016120898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040422054,0.0006256907,0.004233472,0.001744351,0.00007450294,0.000064730986,0.0004739196,0.000556108,0.00032803413],"category_scores_gemma":[0.0013735002,0.0005025323,0.0012720812,0.0015591932,0.0002032114,0.00038812277,0.00013813058,0.001796705,0.000026438001],"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":[0.0011129957,0.0002092142,0.2460163,0.0011478638,0.0002137485,0.008983713,0.000016146283,0.000005368281,0.000010632159,0.0000013916656,0.739869,0.0024136126],"study_design_scores_gemma":[0.00054913136,0.000117819975,0.15565275,0.006701755,0.00049864326,0.0025350794,0.000055309814,0.0000030269405,0.000048109458,0.00011626643,0.83325773,0.00046440784],"about_ca_topic_score_codex":0.00021296702,"about_ca_topic_score_gemma":0.000107152104,"teacher_disagreement_score":0.09338869,"about_ca_system_score_codex":0.00057115004,"about_ca_system_score_gemma":0.0037901653,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W2187870298","doi":"","title":"Volunteering: beyond an act of charity.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"Voluntarism (philosophy); Variety (cybernetics); Public relations; Psychological intervention; Work (physics); Political science; Health care; Developing country; Economic growth; Sociology; Medicine; Nursing; Law; Engineering; Economics","score_opus":0.02737644747493684,"score_gpt":0.27214866078931377,"score_spread":0.24477221331437693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187870298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724973,0.00032946357,0.000008079128,0.0019655705,0.0001718117,0.00031262566,0.000005284395,0.000042598662,0.024667298],"genre_scores_gemma":[0.9968954,0.000028917424,0.00016791996,0.0014317379,0.0002651974,0.000090372705,0.000009637893,0.000007109902,0.0011037494],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919647,0.000011754714,0.00017822227,0.000109414235,0.00015299159,0.00035117063],"domain_scores_gemma":[0.99935806,0.000018354336,0.0000376529,0.00018070248,0.000045237175,0.0003599918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029350302,0.0000583972,0.00017628745,0.000057464535,0.00001777135,0.0000029991713,0.00004330097,0.0000510726,0.00006133095],"category_scores_gemma":[0.00010078544,0.00005119041,0.00004483075,0.000096314565,0.000023972485,0.00007447115,0.000011647422,0.000081392776,0.000016885813],"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":[0.00020572172,0.00029128877,0.18263783,0.00014751112,0.000018163091,0.000014177635,0.00014495838,0.0000018124178,0.00009930975,0.00051214016,0.006378861,0.80954826],"study_design_scores_gemma":[0.00037978668,0.000031530715,0.90022236,0.000006075873,0.000012196893,0.00001890905,0.000017757666,0.00007468152,0.00079760666,0.000036109555,0.09835719,0.00004578215],"about_ca_topic_score_codex":0.00006382212,"about_ca_topic_score_gemma":0.000025591671,"teacher_disagreement_score":0.8095024,"about_ca_system_score_codex":0.0000434492,"about_ca_system_score_gemma":0.000045165743,"threshold_uncertainty_score":0.20874843},"labels":[],"label_agreement":null},{"id":"W2189276016","doi":"10.14745/ccdr.v40i06a01","title":"Making progress to stop tuberculosis","year":2014,"lang":"en","type":"editorial","venue":"Canada Communicable Disease Report","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Agency of Canada","funders":"","keywords":"Tuberculosis; Virology; Medicine; Computational biology; Biology; Pathology","score_opus":0.019160496076232495,"score_gpt":0.3326789330944613,"score_spread":0.3135184370182288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189276016","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":[0.004219202,0.010875364,0.0000096723725,0.0064355084,0.9612732,0.0016443178,0.00063993654,0.0002174659,0.01468536],"genre_scores_gemma":[0.13479985,0.000597468,0.00065233646,0.007965352,0.83384013,0.00079527084,0.009756526,0.00034856243,0.011244499],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994939,0.00019524517,0.0010342018,0.00065736676,0.0021017492,0.0010724216],"domain_scores_gemma":[0.99155986,0.00055884296,0.0004085693,0.0038019256,0.0009057099,0.0027651044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009980655,0.0004918368,0.0012900718,0.0001475293,0.00031635357,0.000057317953,0.00055326236,0.00042556142,0.00011599811],"category_scores_gemma":[0.004494667,0.0004805906,0.0002695517,0.00033570506,0.00008761539,0.00003983202,0.00042565868,0.00119253,0.000018098424],"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":[0.0003513238,0.000090274625,0.0052908515,0.0014588691,0.00012560218,0.01118572,0.000007927116,0.0000055439077,2.0137284e-7,0.000010357278,0.97946936,0.0020039843],"study_design_scores_gemma":[0.00032701885,0.000048293798,0.0024430263,0.0018810495,0.00038362163,0.000106147745,0.000026356573,0.000039284892,8.569726e-7,0.000011976303,0.99429494,0.0004374383],"about_ca_topic_score_codex":0.32158864,"about_ca_topic_score_gemma":0.25712866,"teacher_disagreement_score":0.13058065,"about_ca_system_score_codex":0.0017960231,"about_ca_system_score_gemma":0.027133659,"threshold_uncertainty_score":0.99976456},"labels":[],"label_agreement":null},{"id":"W2197421496","doi":"10.1186/s12992-015-0135-7","title":"Short term global health experiences and local partnership models: a framework","year":2015,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Markham Stouffville Hospital; University of Toronto","funders":"","keywords":"General partnership; Flexibility (engineering); Public relations; Context (archaeology); Harm; Management science; Business; Sociology; Knowledge management; Political science; Computer science; Economics; Psychology; Social psychology; Management","score_opus":0.10633473552601148,"score_gpt":0.4170638393503791,"score_spread":0.31072910382436764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197421496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54205036,0.05901284,0.29506108,0.07999556,0.0014604495,0.0025962144,0.00008751158,0.00055645755,0.019179534],"genre_scores_gemma":[0.96766645,0.001775464,0.001444264,0.028850136,0.00012843902,0.000021170164,0.00006689788,0.000008216797,0.000038968577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785507,0.0001434286,0.0005521682,0.00038744864,0.00044090595,0.0006209751],"domain_scores_gemma":[0.9974994,0.000018193161,0.000115549956,0.00020643904,0.00012318185,0.002037225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011337519,0.0001777631,0.00049666135,0.00004534898,0.00020129421,0.000045515488,0.000047721034,0.00013474285,0.000014294316],"category_scores_gemma":[0.000076678356,0.0001514248,0.00003382154,0.0003432355,0.00015393038,0.00012984325,0.0000386531,0.00011761665,0.00000580652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044604944,0.00024590106,0.50874126,0.0008204514,0.000023757468,0.000024334973,0.011908545,0.00006642438,4.2113008e-8,0.18833531,0.10916784,0.18022011],"study_design_scores_gemma":[0.0056214696,0.004449125,0.67503875,0.0021864197,0.00005899193,0.0016167958,0.074661285,0.04707937,0.000002281333,0.07629803,0.11181821,0.0011692863],"about_ca_topic_score_codex":0.000660994,"about_ca_topic_score_gemma":0.00017965212,"teacher_disagreement_score":0.42561612,"about_ca_system_score_codex":0.0004445951,"about_ca_system_score_gemma":0.0014662453,"threshold_uncertainty_score":0.61749244},"labels":[],"label_agreement":null},{"id":"W2205110204","doi":"10.4103/1357-6283.120693","title":"Global child health education in Canadian paediatric residency programs","year":2013,"lang":"en","type":"article","venue":"Education for Health","topic":"Global Health and Surgery","field":"Medicine","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; Alberta Children's Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medical education; Child health; Family medicine; Psychology; Medicine; Political science","score_opus":0.013307590623993696,"score_gpt":0.3569140390379943,"score_spread":0.3436064484140006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205110204","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":[0.30612552,0.020581147,0.000037194903,0.6395778,0.005446649,0.0100192195,0.000052563588,0.00012644604,0.018033443],"genre_scores_gemma":[0.93263704,0.000659738,0.0028009198,0.059836507,0.0009774292,0.00096051354,0.00090023875,0.00002231483,0.0012052789],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975907,0.000096331496,0.0006502933,0.0003333624,0.00019908357,0.0011302086],"domain_scores_gemma":[0.9968452,0.00002868488,0.00020847592,0.0002970269,0.00025116763,0.0023694881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083166343,0.00014939143,0.00032279047,0.00036154737,0.00026463144,0.000030825642,0.000078146826,0.00010000899,0.00008969017],"category_scores_gemma":[0.00024054696,0.00015022061,0.00006841222,0.0008441549,0.000020138772,0.00013843119,0.000006234784,0.0001546854,0.00013945218],"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":[0.000013743647,0.00042602044,0.3226141,0.0005292575,0.0000019227832,8.789407e-8,0.0001886294,3.0883422e-7,1.7099806e-8,0.0042416737,0.29195112,0.38003314],"study_design_scores_gemma":[0.00032785552,0.000311307,0.75654805,0.00027262664,0.0000031000861,0.00003175403,0.00072584057,0.000020304527,1.1284864e-7,0.002313501,0.23934646,0.000099089855],"about_ca_topic_score_codex":0.8364603,"about_ca_topic_score_gemma":0.5684556,"teacher_disagreement_score":0.6265116,"about_ca_system_score_codex":0.0037720741,"about_ca_system_score_gemma":0.108468205,"threshold_uncertainty_score":0.9863842},"labels":[],"label_agreement":null},{"id":"W2205572907","doi":"10.1016/s1701-2163(16)30032-9","title":"Global Women's Health Education in Canadian Obstetrics and Gynaecology Residency Programs: A Survey of Program Directors and Senior Residents","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","cited_by":12,"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 British Columbia; University of Ottawa; Dalhousie University; University of Toronto","funders":"","keywords":"Obstetrics and gynaecology; Medicine; Curriculum; Family medicine; Program director; Educational program; Medical education; Pregnancy; Psychology; Political science","score_opus":0.02398195204238556,"score_gpt":0.309584838590304,"score_spread":0.28560288654791843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205572907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643333,0.026537495,3.5277867e-7,0.0008066007,0.007409163,0.00054979336,0.0000397883,0.000004417672,0.0003190772],"genre_scores_gemma":[0.9979918,0.00081241585,0.0003592919,0.000730131,0.000014597752,0.000011947134,0.000017274791,0.0000110909095,0.00005144365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972067,0.00035455002,0.0009678135,0.00024087296,0.0004010039,0.0008290535],"domain_scores_gemma":[0.9940487,0.0018705276,0.0006022351,0.00013960477,0.0009203562,0.0024185416],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019054125,0.00018560817,0.0008251703,0.00068265595,0.000095009236,0.000029931392,0.00009105917,0.00022766576,0.000015778038],"category_scores_gemma":[0.025328254,0.00016825342,0.00002614715,0.0013691082,0.00015155783,0.000092726434,0.000040371742,0.00032423506,1.1146324e-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":true,"study_design_scores_codex":[0.00001551363,0.00013164274,0.66879034,0.00014065283,0.000023747207,0.00048164508,0.00013692661,8.039562e-7,2.4198634e-8,0.00002295459,0.0012820661,0.32897368],"study_design_scores_gemma":[0.0020206918,0.0016758653,0.989656,0.000020011785,0.000022025195,0.00015662878,0.000963626,0.000018668574,2.2285744e-7,0.00012566107,0.0052274116,0.00011320169],"about_ca_topic_score_codex":0.93942934,"about_ca_topic_score_gemma":0.9793869,"teacher_disagreement_score":0.32886046,"about_ca_system_score_codex":0.007157995,"about_ca_system_score_gemma":0.07345278,"threshold_uncertainty_score":0.9966534},"labels":[],"label_agreement":null},{"id":"W2207526500","doi":"10.17269/cjph.106.5099","title":"Training the next generation of global health advocates through experiential education: A mixed-methods case study evaluation","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Pierre Elliott Trudeau Foundation; McMaster University","keywords":"Experiential learning; Curriculum; Thematic analysis; Medical education; Grading (engineering); Qualitative property; Psychology; Global health; Public health; Pedagogy; Qualitative research; Public relations; Medicine; Political science; Sociology; Nursing; Engineering; Social science; Computer science","score_opus":0.41303669774765955,"score_gpt":0.5144354768691835,"score_spread":0.1013987791215239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207526500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341843,0.014730374,0.0034655519,0.0422089,0.0040480946,0.000949609,0.00001413956,0.000006339691,0.00039268157],"genre_scores_gemma":[0.98606575,0.000049018254,0.0056546386,0.007045382,0.0011160189,0.000021889133,0.000023109542,0.000011334542,0.000012855453],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99490577,0.0023957652,0.0012121197,0.00018014367,0.0006048648,0.00070132414],"domain_scores_gemma":[0.99350506,0.000091551745,0.0008253913,0.00029044,0.0017268446,0.0035606981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018015493,0.00013911398,0.00051344343,0.00017344567,0.0003504053,0.00007339279,0.00012639655,0.00006679393,0.00006080289],"category_scores_gemma":[0.0025607147,0.000105193576,0.000096892094,0.00071228965,0.00009831162,0.0003580837,0.000008395411,0.00025973254,0.0000017285421],"study_design_candidate":"qualitative","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":[0.000019462992,0.00024135513,0.013304478,0.00006406717,0.000052655017,0.00010155206,0.06865936,0.000018080029,0.0000013539587,0.00069002213,0.037935514,0.8789121],"study_design_scores_gemma":[0.0028979417,0.0039135064,0.018883795,0.0001821669,0.00007691794,0.021058511,0.8487927,0.0012819413,0.0000036167087,0.0004832972,0.102240555,0.00018507378],"about_ca_topic_score_codex":0.10903762,"about_ca_topic_score_gemma":0.11907944,"teacher_disagreement_score":0.878727,"about_ca_system_score_codex":0.002944847,"about_ca_system_score_gemma":0.1941444,"threshold_uncertainty_score":0.89699507},"labels":[],"label_agreement":null},{"id":"W2207932108","doi":"","title":"Le cursus en santé mondiale en médecine familiale Les points de vue de résidents","year":2012,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Humanities; Art","score_opus":0.014842685727547895,"score_gpt":0.27753487047563086,"score_spread":0.262692184748083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207932108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313746,0.038880534,0.00038631435,0.008743456,0.012703237,0.0008563323,0.00015118407,0.000097126605,0.006807215],"genre_scores_gemma":[0.97653407,0.0047927285,0.0006285636,0.0020728752,0.011941705,0.000119469485,0.00007831305,0.00006500876,0.003767278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99007463,0.00073156814,0.00062371575,0.0003697927,0.0004997797,0.0077004805],"domain_scores_gemma":[0.9943601,0.0005367095,0.00014214806,0.00039009724,0.000052629042,0.0045182994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032024768,0.00037875996,0.00061518484,0.00014171984,0.00016619691,0.000036563506,0.00026165845,0.00050858565,0.00052887114],"category_scores_gemma":[0.0022136958,0.00040846886,0.00025293286,0.0002757537,0.00017378475,0.00035325898,0.000107432,0.0006585808,0.00036653076],"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":[0.00040857508,0.000996346,0.8692369,0.00044313504,0.0001038961,0.00018345883,0.0032363867,0.0000142143945,0.00017964521,0.0029402291,0.030269558,0.09198769],"study_design_scores_gemma":[0.002732002,0.000057147903,0.8821671,0.00020043844,0.00017833439,0.00025425263,0.0011931336,0.0001126041,0.0009904678,0.00072956696,0.11108618,0.00029879226],"about_ca_topic_score_codex":0.007707486,"about_ca_topic_score_gemma":0.0003737702,"teacher_disagreement_score":0.091688894,"about_ca_system_score_codex":0.0022187943,"about_ca_system_score_gemma":0.0016175564,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W2209941301","doi":"10.1016/s0140-6736(15)00755-2","title":"Costs, affordability, and feasibility of an essential package of cancer control interventions in low-income and middle-income countries: key messages from Disease Control Priorities, 3rd edition","year":2015,"lang":"en","type":"review","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; Hospital for Sick Children; Princess Margaret Cancer Centre; St. Michael's Hospital; University of Toronto; Centre for Global Health Research; University of Waterloo","funders":"National Institute on Aging; Canadian Institutes of Health Research; World Health Organization; National Cancer Institute; Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Cervical cancer; Palliative care; Disease; Breast cancer; Developing country; Low and middle income countries; Public health; Health care; Environmental health; Cancer; Economic growth; Nursing; Pathology; Economics","score_opus":0.06102083884598644,"score_gpt":0.3902521928283848,"score_spread":0.32923135398239833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209941301","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":[0.14571957,0.8360326,0.000019309933,0.00040110172,0.0003627615,0.0022185114,0.015192903,0.000022808961,0.000030407542],"genre_scores_gemma":[0.358514,0.6404241,0.000013380918,0.00008938537,0.00051539956,0.00013413242,0.00027408646,0.000018753371,0.000016746566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686396,0.000770209,0.0011805493,0.0003959177,0.00039815056,0.00039120243],"domain_scores_gemma":[0.9971398,0.000800681,0.0006358531,0.0007887396,0.00024556438,0.00038933379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018046,0.0003244177,0.0033369402,0.00011114346,0.00005360036,0.000025012592,0.00017053218,0.00020636954,0.00006673188],"category_scores_gemma":[0.0005161446,0.00021803901,0.00027689632,0.00016208229,0.0005234813,0.00012484488,0.00007007307,0.00038604802,0.0000011804043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069577554,0.00081365404,0.5869365,0.3665997,0.0007159526,0.00010354971,0.00037722528,0.0000013202255,0.0000010960363,0.00089501205,0.000489453,0.036108803],"study_design_scores_gemma":[0.02322082,0.0006942706,0.6835258,0.24365565,0.005897598,0.000029871226,0.00021829417,0.00015119392,0.0000017431639,0.0031559702,0.038714074,0.0007346905],"about_ca_topic_score_codex":0.0024231263,"about_ca_topic_score_gemma":0.0018332681,"teacher_disagreement_score":0.21279444,"about_ca_system_score_codex":0.00031881855,"about_ca_system_score_gemma":0.0008254915,"threshold_uncertainty_score":0.88913727},"labels":[],"label_agreement":null},{"id":"W2210478505","doi":"10.1007/s10459-015-9660-7","title":"On gunboats and grand pianos: medical education exports and the long shadow of colonialism","year":2015,"lang":"en","type":"editorial","venue":"Advances in Health Sciences Education","topic":"Global Health and Surgery","field":"Medicine","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":"Women's College Hospital","funders":"","keywords":"Colonialism; Piano; Shadow (psychology); Political science; Medicine; Psychology; History; Art history; Psychoanalysis; Law","score_opus":0.010861983648104598,"score_gpt":0.3958479689842691,"score_spread":0.3849859853361645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210478505","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":[0.034495156,0.15568613,0.000009334695,0.020921387,0.78352106,0.001966098,0.000020908441,0.00002059801,0.0033593143],"genre_scores_gemma":[0.5234391,0.1729403,0.0008523486,0.012554851,0.28832102,0.0006453829,0.0004324428,0.000044020617,0.0007705338],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652374,0.00029317092,0.0008323149,0.0005061486,0.0014447778,0.00039982126],"domain_scores_gemma":[0.99659014,0.0015769132,0.00066070864,0.00024152831,0.00036581056,0.0005649288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057264734,0.00019730921,0.0006249327,0.00030894426,0.00021665999,0.000026361193,0.00016279594,0.0003011953,0.000015173338],"category_scores_gemma":[0.00732582,0.00013241633,0.00003135276,0.000506,0.0011368872,0.0002385658,0.000037764028,0.00051548023,0.0000012991702],"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":[0.00068073947,0.00041401858,0.0102759395,0.002972209,0.0000035006321,0.0000019070933,0.0015786382,0.0000028140983,5.1118086e-8,0.005290365,0.8156048,0.16317503],"study_design_scores_gemma":[0.002714358,0.0012288712,0.008356552,0.0069578066,0.0000329771,0.00006331046,0.0013597052,0.00011389366,0.0000013630867,0.03224741,0.94664294,0.00028084594],"about_ca_topic_score_codex":0.0031566585,"about_ca_topic_score_gemma":0.0017698853,"teacher_disagreement_score":0.49520007,"about_ca_system_score_codex":0.0002644608,"about_ca_system_score_gemma":0.028215984,"threshold_uncertainty_score":0.97729313},"labels":[],"label_agreement":null},{"id":"W2214206644","doi":"10.1007/s12630-013-9905-y","title":"A new partnership for anesthesia training in Zambia: reflections on the first year","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"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":"Association of Anaesthetists; Department for International Development; Association of Anaesthetists of Great Britain","keywords":"General partnership; Anesthesiology; Officer; Medicine; Medical education; Professional development; Nursing; Health care; Flexibility (engineering); Family medicine; Political science; Management; Anesthesia","score_opus":0.0486993297180717,"score_gpt":0.2842676507137564,"score_spread":0.23556832099568473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214206644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85002923,0.00043074347,0.000016433236,0.14624016,0.00020387147,0.0006136076,0.0000010466209,0.000010948366,0.0024539935],"genre_scores_gemma":[0.99328214,0.000036255515,0.00050692057,0.0036712887,0.0013068417,0.000022482653,0.0000029343419,0.00006183756,0.0011092902],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99676716,0.00012728573,0.0009824913,0.00023193297,0.0004494943,0.0014416042],"domain_scores_gemma":[0.9944251,0.00037328977,0.0004647608,0.00028771174,0.0005497831,0.0038993151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018814338,0.00032245956,0.0006974094,0.00094530504,0.0006263427,0.00022644768,0.00040295368,0.0002502187,0.00045714446],"category_scores_gemma":[0.0006098049,0.00023796021,0.0003965045,0.00070872623,0.0001303027,0.00027634314,0.0000026982154,0.0011293145,0.00005197672],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011051336,0.000109035806,0.048376154,0.00016655689,0.00020444005,0.4786168,0.0107327355,0.00025514583,0.000016051976,0.012923056,0.43748033,0.010014545],"study_design_scores_gemma":[0.0014129556,0.001253591,0.03629368,0.00057456724,0.00007531986,0.8277282,0.003617615,0.00002725866,0.000009086848,0.0023688353,0.12637998,0.00025888547],"about_ca_topic_score_codex":0.01327429,"about_ca_topic_score_gemma":0.04262773,"teacher_disagreement_score":0.3491114,"about_ca_system_score_codex":0.0011072501,"about_ca_system_score_gemma":0.011713259,"threshold_uncertainty_score":0.9938894},"labels":[],"label_agreement":null},{"id":"W2234125447","doi":"10.7189/jogh.05.010302","title":"Career opportunities in global health: A snapshot of the current employment landscape","year":2015,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Snapshot (computer storage); MEDLINE; Global health; Geography; Data science; Medicine; Environmental planning; Political science; Public health; Computer science; Nursing","score_opus":0.2070079325326748,"score_gpt":0.4691307680919484,"score_spread":0.2621228355592736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234125447","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":[0.00029818196,0.9864796,0.000004802558,0.0057274937,0.0040094126,0.0012860495,0.0008861487,0.000009848336,0.0012985113],"genre_scores_gemma":[0.00064278464,0.9962573,0.000072132476,0.002250604,0.00063499145,0.000011312704,0.00008249048,0.000022622675,0.00002575005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99163765,0.0010222569,0.0041368175,0.00030737626,0.0017379674,0.0011579065],"domain_scores_gemma":[0.9926152,0.000089496476,0.0041180737,0.0005643523,0.0006554464,0.0019574366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004232629,0.0005503068,0.0050022146,0.00018606681,0.00009095627,0.000018371904,0.00049659365,0.00025737038,0.000037188707],"category_scores_gemma":[0.00021691772,0.00032986086,0.001129,0.0010763322,0.000114421426,0.00008039019,0.0001527411,0.001192968,0.000006223128],"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":true,"study_design_scores_codex":[0.00015139181,0.00036088694,0.004748845,0.02082188,0.00008076336,0.00007854543,0.000049246875,0.0000010581952,3.1597425e-10,0.00038130875,0.14376608,0.82956],"study_design_scores_gemma":[0.0010816801,0.0011539473,0.0042536748,0.04745907,0.00020035049,0.001529067,0.00015037142,0.0000016668544,3.4694587e-9,0.00023471189,0.94376785,0.00016761174],"about_ca_topic_score_codex":0.0009327887,"about_ca_topic_score_gemma":0.0007002798,"teacher_disagreement_score":0.8293924,"about_ca_system_score_codex":0.009245171,"about_ca_system_score_gemma":0.06563158,"threshold_uncertainty_score":0.99991536},"labels":[],"label_agreement":null},{"id":"W2243901636","doi":"10.1057/biosoc.2015.27","title":"Making the global equivalent: Markets, relations and pharmaceuticals in the anthropology of global health in Africa","year":2015,"lang":"en","type":"article","venue":"BioSocieties","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Diathesis–stress model; Dopamine hypothesis of schizophrenia; Medical tourism; Anthropology; Sociology; Psychology; Psychiatry; Geography; Health care; Economic growth; Economics","score_opus":0.13971650614109635,"score_gpt":0.44953116868049464,"score_spread":0.30981466253939827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243901636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7121412,0.05294859,0.000043243977,0.21730535,0.00040828213,0.0006719605,0.00009830345,0.000024641833,0.016358398],"genre_scores_gemma":[0.9947734,0.0009933523,0.0001428874,0.0040090587,0.00004292168,0.000008052,0.0000031978743,0.0000026049609,0.000024556099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986253,0.00032425273,0.0003239127,0.00012776646,0.00021306664,0.00038571507],"domain_scores_gemma":[0.99944586,0.00018482597,0.00008044455,0.00014544424,0.000042845157,0.000100569654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016702568,0.00008512351,0.00023715188,0.000016431453,0.000072601855,0.0000077716595,0.000085335865,0.0000794477,0.000019874848],"category_scores_gemma":[0.00026434485,0.00005003238,0.00004441294,0.00042896564,0.00044034366,0.000030946216,0.00005326328,0.00014794819,0.000003703192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037134852,0.00021835488,0.8697981,0.00017172589,0.000022147095,0.000017147457,0.005818104,0.0000024911533,0.0000018080906,0.029766656,0.0885741,0.005238001],"study_design_scores_gemma":[0.001530141,0.00022123771,0.87542117,0.0001668438,0.000024849984,0.000119827724,0.016170433,0.0002328257,0.000001670687,0.010253193,0.095768034,0.00008979207],"about_ca_topic_score_codex":0.00028053895,"about_ca_topic_score_gemma":0.00013960856,"teacher_disagreement_score":0.28263214,"about_ca_system_score_codex":0.0003002444,"about_ca_system_score_gemma":0.0004991025,"threshold_uncertainty_score":0.20402613},"labels":[],"label_agreement":null},{"id":"W2246495445","doi":"","title":"Teaching cervical cancer surgery in low- or middle-resource countries.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia; University of Saskatchewan; University of Toronto; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Cervical cancer; Lymphadenectomy; Radical Hysterectomy; Hysterectomy; Curriculum; General surgery; Health care; Surgery; Cancer","score_opus":0.03265715420719222,"score_gpt":0.2760111111761954,"score_spread":0.2433539569690032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246495445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838099,0.00033081826,0.0000019874099,0.007926742,0.0010023296,0.0005514606,0.00001446659,0.00008017359,0.006282134],"genre_scores_gemma":[0.98605627,0.00004531399,0.000020245885,0.009500709,0.0006647056,0.00071728305,0.000013592879,0.000021425889,0.002960466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981076,0.000059527883,0.00038585032,0.00025141315,0.00030605204,0.0008895381],"domain_scores_gemma":[0.9985571,0.00051457627,0.00006505052,0.00025033776,0.000041563846,0.0005713697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013701009,0.00013716986,0.00039755862,0.0001618864,0.00006960624,0.000017921813,0.00007273918,0.00017391793,0.00028130677],"category_scores_gemma":[0.0008556645,0.00010385935,0.00008296421,0.00016328102,0.000061960876,0.00006594227,0.000030701758,0.00071914686,0.000029505807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009050228,0.00016402469,0.82641363,0.0005688535,0.000014341853,0.00028409797,0.0001736018,0.0000010715321,0.000005074222,0.00010034505,0.015599221,0.15577069],"study_design_scores_gemma":[0.00047209102,0.000003946305,0.71568453,0.00008545059,0.0000114920795,0.000044909088,0.000035235655,0.000042989304,0.00003285611,0.000015190759,0.28346682,0.00010449347],"about_ca_topic_score_codex":0.0027733215,"about_ca_topic_score_gemma":0.003149665,"teacher_disagreement_score":0.2678676,"about_ca_system_score_codex":0.00012361762,"about_ca_system_score_gemma":0.00033251385,"threshold_uncertainty_score":0.42352614},"labels":[],"label_agreement":null},{"id":"W2250520917","doi":"10.1053/j.sempedsurg.2015.09.009","title":"An investment in knowledge: Research in global pediatric surgery for the 21st century","year":2015,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":37,"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; University of Toronto","funders":"","keywords":"Medicine; Pediatric surgery; Context (archaeology); Global health; Developing country; Investment (military); Low and middle income countries; Politics; Economic growth; Surgery; Nursing; Political science; Public health","score_opus":0.08686644122018973,"score_gpt":0.3882065725552259,"score_spread":0.3013401313350362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250520917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90759814,0.08244702,0.0000025441814,0.0012925764,0.0036137053,0.0014672345,0.000044348762,0.0000649485,0.00346948],"genre_scores_gemma":[0.9451255,0.049977507,0.00009781987,0.0007272294,0.003305549,0.000513536,0.00011598913,0.000052007174,0.0000848698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99327284,0.0010245951,0.0015586783,0.0008547198,0.0010895168,0.0021996305],"domain_scores_gemma":[0.986079,0.011439649,0.0002075076,0.00084758864,0.00040424496,0.001022014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.020039106,0.00039687342,0.0010732136,0.002334309,0.0001231846,0.000047035006,0.00031674828,0.00045331297,0.000018754605],"category_scores_gemma":[0.0051592607,0.00033020868,0.000284202,0.007322554,0.00013933948,0.00025389035,0.00014530001,0.0009084147,0.0000682641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007321252,0.0010583821,0.85810995,0.00051357754,0.000004952103,0.00037229527,0.00036905528,0.00002324662,3.346937e-7,0.00014908209,0.11855983,0.020107184],"study_design_scores_gemma":[0.0021997157,0.0002518255,0.95161504,0.00035172421,0.0000852837,0.00008424204,0.004815024,0.0005513072,0.0000055178684,0.0016876275,0.0376853,0.00066740706],"about_ca_topic_score_codex":0.0009756694,"about_ca_topic_score_gemma":0.00071801385,"teacher_disagreement_score":0.093505085,"about_ca_system_score_codex":0.001731753,"about_ca_system_score_gemma":0.005418691,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W2253311053","doi":"10.36834/cmej.36581","title":"“I really wanted to be able to contribute something”: understanding student motivations to create meaningful global health experiences","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Global health; Medical education; Psychology; Study abroad; Public relations; Pedagogy; Medicine; Political science; Public health; Nursing","score_opus":0.048625591935161576,"score_gpt":0.40381132908582873,"score_spread":0.35518573715066715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253311053","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":[0.4419575,0.0005207459,0.0058998866,0.54200995,0.0047494946,0.000726791,0.000034076784,0.000034142402,0.0040674093],"genre_scores_gemma":[0.70786065,0.000038026665,0.0012623735,0.28946787,0.001012317,0.00004591035,0.000018370949,0.0000112155585,0.0002832767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643254,0.00015748147,0.0006584762,0.00023347384,0.0011466853,0.0013713151],"domain_scores_gemma":[0.9582591,0.000092327806,0.00011130199,0.0001924147,0.00039973547,0.040945094],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027179434,0.00016898391,0.00038010563,0.00046985445,0.00069946115,0.00009749655,0.00021339911,0.00012619012,0.0036848548],"category_scores_gemma":[0.013890548,0.00015220937,0.00006887722,0.0010387539,0.00004140047,0.00016490031,0.00002713763,0.00042644475,0.00009225955],"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":[0.00008439114,0.00027679472,0.030716624,0.000038088714,0.000054340155,0.00004290018,0.045156013,0.000010912708,0.0000052286414,0.008453845,0.9049428,0.010218057],"study_design_scores_gemma":[0.0009899453,0.0006931203,0.10174451,0.0013103851,0.000041485633,0.0013164418,0.17065074,0.000022948307,0.000012188441,0.00032389592,0.7225063,0.0003880539],"about_ca_topic_score_codex":0.017938772,"about_ca_topic_score_gemma":0.0257143,"teacher_disagreement_score":0.26590315,"about_ca_system_score_codex":0.0064724255,"about_ca_system_score_gemma":0.05258714,"threshold_uncertainty_score":0.9973416},"labels":[],"label_agreement":null},{"id":"W2257558597","doi":"10.1089/sur.2015.012","title":"Surgery for Conditions of Infectious Etiology in Resource-Limited Countries Affected by Crisis: The Médecins Sans Frontières Operations Centre Brussels Experience","year":2015,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Specialty; Orthopedic surgery; Health care; Epidemiology; Healthcare system; Developing country; Medical emergency; Surgery; Family medicine; Emergency medicine; Internal medicine","score_opus":0.02423689915197262,"score_gpt":0.32116147157452796,"score_spread":0.2969245724225553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257558597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98751473,0.00046264197,0.0006434042,0.007831011,0.00057544676,0.0009726425,0.0004100128,0.00014106315,0.0014490697],"genre_scores_gemma":[0.99739146,0.00021512099,0.000027730533,0.001189463,0.00013009708,0.0003724695,0.00046728895,0.000018469864,0.00018788863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978925,0.00036898872,0.000682355,0.00030273636,0.00022799641,0.000525446],"domain_scores_gemma":[0.996922,0.0018587692,0.00010425889,0.00032241028,0.00045581796,0.0003367517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006744871,0.0001950092,0.0005765516,0.00028505144,0.0003299983,0.000028459557,0.00006994512,0.000225365,0.00017874656],"category_scores_gemma":[0.0014617122,0.00014638233,0.00022592019,0.00082703924,0.00033218664,0.00013160043,0.000029014305,0.00027781498,0.00001815044],"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":[0.00053875946,0.0024740458,0.49044347,0.00013225609,0.00015275904,0.000044022414,0.0030620252,0.0013600965,0.00020372804,0.007844896,0.49355316,0.00019079444],"study_design_scores_gemma":[0.005566994,0.00065497373,0.11367371,0.00024473717,0.0002176847,0.00048244686,0.006471168,0.0011897268,0.00081902987,0.00053844636,0.86962575,0.0005153476],"about_ca_topic_score_codex":0.0017299635,"about_ca_topic_score_gemma":0.0022305655,"teacher_disagreement_score":0.37676975,"about_ca_system_score_codex":0.00016190541,"about_ca_system_score_gemma":0.0004427753,"threshold_uncertainty_score":0.5969298},"labels":[],"label_agreement":null},{"id":"W2259743723","doi":"10.1093/eurpub/cku163.073","title":"Outreach, portable ultrasound, and radio – a novel method of improving antenatal turnout and maternal/child health in rural Uganda","year":2014,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"Outreach; Receipt; Medicine; General partnership; Rural area; Randomized controlled trial; Early childhood caries; Environmental health; Business; Family medicine; Economic growth; Economics; Oral health","score_opus":0.021434791869284663,"score_gpt":0.29058389601203216,"score_spread":0.2691491041427475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259743723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282972,0.0054766047,0.03957514,0.024780788,0.0004305299,0.00032660575,0.000040825973,0.00002211393,0.0010501656],"genre_scores_gemma":[0.9809985,0.0012580114,0.013101738,0.004265945,0.00027896735,3.8602917e-7,0.0000091902875,0.00003525727,0.00005198014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995562,0.0015439804,0.0015214051,0.00021074279,0.00035968446,0.00080218713],"domain_scores_gemma":[0.9967413,0.00022007765,0.0011266485,0.0001988875,0.0001795423,0.001533567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021927165,0.0001963764,0.00095436024,0.00044315672,0.0001150052,0.000051786807,0.00011615492,0.000035063455,0.000010789659],"category_scores_gemma":[0.0010015075,0.00015099035,0.00008458151,0.00024297,0.00008112748,0.00025879982,0.00004565929,0.000589471,0.000001212387],"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":[0.00024430276,0.0003642476,0.38088435,0.0016886432,0.00006418279,0.00017702537,0.0022075782,0.000002511728,0.0007206328,0.000462864,0.0012604874,0.61192316],"study_design_scores_gemma":[0.005692841,0.0021141754,0.9565792,0.0012342558,0.000013991188,0.019421339,0.0010278029,0.00025136347,0.000022434962,0.000021091333,0.01346086,0.00016063999],"about_ca_topic_score_codex":0.0010410777,"about_ca_topic_score_gemma":0.00006188593,"teacher_disagreement_score":0.6117625,"about_ca_system_score_codex":0.00015525811,"about_ca_system_score_gemma":0.00085908745,"threshold_uncertainty_score":0.7599561},"labels":[],"label_agreement":null},{"id":"W2261940451","doi":"10.1136/bmjopen-2015-009841","title":"Survey of the capacity for essential surgery and anaesthesia services in Papua New Guinea","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Impact; Western University","funders":"World Health Organization","keywords":"Medicine; Medical emergency; Health care","score_opus":0.1900915412684977,"score_gpt":0.41061736316008174,"score_spread":0.22052582189158404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261940451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416333,0.00014140128,0.000007561338,0.002410648,0.000197055,0.0024551814,0.000024903857,0.000004369687,0.0005955246],"genre_scores_gemma":[0.998129,0.000010024335,0.00025756974,0.0012081441,0.00006338585,0.000056719626,0.000025160478,0.0000076093265,0.00024234987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990493,0.00015055502,0.00030872185,0.00013007132,0.00016236451,0.00019895859],"domain_scores_gemma":[0.9991048,0.00018346464,0.000115781404,0.00025950954,0.00012542153,0.00021101619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030098385,0.00007092617,0.0003613227,0.000034675577,0.000023201736,0.000016782187,0.0001285221,0.0000579329,0.000008620087],"category_scores_gemma":[0.0005819286,0.000047056736,0.000036936133,0.00019034032,0.000030706527,0.0000772043,0.00009584142,0.000050919396,0.0000022907848],"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":[0.00079988356,0.000039725983,0.97057873,0.0002702427,0.000007113477,0.0000044813646,0.00014202342,0.0000010825037,0.000008183665,0.000036183817,0.023400463,0.004711882],"study_design_scores_gemma":[0.000912526,0.000044810364,0.9919771,0.00021608257,0.000009636689,0.000011291469,0.00006802251,0.00011147652,0.00009031471,0.00015282955,0.0063497988,0.00005610816],"about_ca_topic_score_codex":0.05492962,"about_ca_topic_score_gemma":0.01989181,"teacher_disagreement_score":0.03503781,"about_ca_system_score_codex":0.000020676773,"about_ca_system_score_gemma":0.0008243809,"threshold_uncertainty_score":0.99799263},"labels":[],"label_agreement":null},{"id":"W2263096812","doi":"10.1016/j.jns.2016.01.065","title":"The spectrum of neurological presentations in an outpatient clinic of rural Zimbabwe","year":2016,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Headaches; Outpatient clinic; Pediatrics; Epilepsy; Medical diagnosis; Public health; Family medicine; Emergency medicine; Nursing; Psychiatry; Internal medicine","score_opus":0.06299166215094745,"score_gpt":0.36857308560120255,"score_spread":0.3055814234502551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263096812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611104,0.00011221669,0.000004318806,0.03777661,0.00059671106,0.00012966318,0.0000017211793,0.000002529498,0.00026580642],"genre_scores_gemma":[0.99848187,0.00018253479,0.000030835174,0.0012001604,0.00006847603,9.962753e-7,3.1489876e-8,0.0000013932604,0.000033680968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791014,0.00048078143,0.00070449227,0.000090297755,0.0005399258,0.00027436012],"domain_scores_gemma":[0.9977515,0.0013683654,0.00051556836,0.00014532618,0.000081423444,0.0001378273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738277,0.00006567707,0.0002596351,0.00005587862,0.000107769716,0.000007741096,0.0004493699,0.000056705794,0.00005225149],"category_scores_gemma":[0.0018370547,0.000019821235,0.00016487873,0.00032721346,0.0008779401,0.000086450666,0.00007693843,0.00024787744,0.000001980788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007692352,0.00023548947,0.99533075,0.0000036451213,0.0000023247326,0.00001466131,0.00002932225,0.000025517318,0.0004623561,0.00030411806,0.00028940174,0.002533187],"study_design_scores_gemma":[0.00044284732,0.007266098,0.98754925,0.000022168097,0.00001036966,0.00010100185,0.00006342473,0.00008716091,0.00015328554,0.0038765415,0.00040493917,0.000022933547],"about_ca_topic_score_codex":0.000008226043,"about_ca_topic_score_gemma":0.00001707137,"teacher_disagreement_score":0.03737147,"about_ca_system_score_codex":0.0000055009864,"about_ca_system_score_gemma":0.00013097175,"threshold_uncertainty_score":0.32348067},"labels":[],"label_agreement":null},{"id":"W2265756021","doi":"10.1186/s12909-016-0580-x","title":"Lay Health Workers experience of a tailored knowledge translation intervention to improve job skills and knowledge: a qualitative study in Zomba district Malawi","year":2016,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Knowledge translation; Intervention (counseling); Nursing; Health care; Incentive; Qualitative research; Medical education; Program evaluation; Flexibility (engineering); Family medicine","score_opus":0.048061160707935015,"score_gpt":0.4629898507303466,"score_spread":0.41492869002241156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265756021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99106765,0.0012441584,0.0035308048,0.0020157928,0.0006193064,0.0012786159,0.0000053980557,0.000019375133,0.00021892517],"genre_scores_gemma":[0.9984846,0.00006709364,0.00047212283,0.0001737134,0.00009990565,0.00029375392,0.000015703281,0.000009976128,0.00038313793],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976494,0.0006348129,0.00076284533,0.00033406442,0.00032554287,0.0002933522],"domain_scores_gemma":[0.9981045,0.00072731945,0.00015397715,0.00018195051,0.00016079827,0.0006714198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962518,0.00012944781,0.00037444916,0.00023927567,0.00003843755,0.0000055911573,0.00006791111,0.00009463234,0.000096342876],"category_scores_gemma":[0.0032801256,0.000092311784,0.00006034411,0.0005262942,0.00009443025,0.000101504054,0.000023596745,0.00011179963,0.000016670927],"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":[0.0005072016,0.005035138,0.24399893,0.0007473279,0.00001190752,8.703712e-7,0.16380407,5.3300525e-8,0.000066486806,0.0001427965,0.001397278,0.58428794],"study_design_scores_gemma":[0.0038993761,0.0014269792,0.89389795,0.0029657457,0.000018579945,0.000005720142,0.0968248,0.000054977074,0.000047281974,0.00010394915,0.0006129662,0.00014166374],"about_ca_topic_score_codex":0.00086060085,"about_ca_topic_score_gemma":0.002871652,"teacher_disagreement_score":0.649899,"about_ca_system_score_codex":0.00027299448,"about_ca_system_score_gemma":0.0029133398,"threshold_uncertainty_score":0.51681393},"labels":[],"label_agreement":null},{"id":"W2271456678","doi":"10.7189/jogh.06.010505","title":"Structure, function and five basic needs of the global health research system","year":2015,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"","keywords":"Global health; Function (biology); Health policy; Sustainability; Set (abstract data type); Political science; Public relations; Business; Medicine; Computer science; Public health; Nursing","score_opus":0.0661905684249653,"score_gpt":0.41247884618967495,"score_spread":0.34628827776470966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271456678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574214,0.01647895,0.00022829081,0.020432802,0.0028630083,0.0006455473,0.0001755397,0.000018399522,0.0017360623],"genre_scores_gemma":[0.99566346,0.00025110916,0.0002287745,0.0032803332,0.0005335655,8.4423607e-7,0.0000030309957,0.00000769108,0.000031164378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568045,0.00081191474,0.001153884,0.00014057224,0.0014471756,0.0007660133],"domain_scores_gemma":[0.9957965,0.00008573887,0.00088880333,0.00029552687,0.0011915558,0.0017418826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004913009,0.00015674523,0.00077766617,0.00011430875,0.00022051812,0.000018895706,0.00016299495,0.00012879014,0.0000047399476],"category_scores_gemma":[0.0004025167,0.000098239456,0.00013650238,0.0013328596,0.0001581521,0.00010804692,0.000076763965,0.0005535202,0.0000036510903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0055633043,0.00030900314,0.7009628,0.0031963184,0.00014189335,0.000040964325,0.00063035224,0.00005373126,0.00000401977,0.043796804,0.1918727,0.053428117],"study_design_scores_gemma":[0.0043752803,0.006700763,0.95327824,0.0020919668,0.00005180872,0.004498541,0.009904245,0.0001382633,0.000003910228,0.007496086,0.011347225,0.00011364845],"about_ca_topic_score_codex":0.0028106535,"about_ca_topic_score_gemma":0.0004088966,"teacher_disagreement_score":0.25231546,"about_ca_system_score_codex":0.0055377204,"about_ca_system_score_gemma":0.011942174,"threshold_uncertainty_score":0.99827987},"labels":[],"label_agreement":null},{"id":"W22742814","doi":"10.1186/1744-8603-8-19","title":"A Conversation with Harald Szeemann","year":2001,"lang":"en","type":"article","venue":"Flash art: The leading european art magazine","topic":"Global Health and Surgery","field":"Medicine","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":"Conversation; Computer science; Linguistics; Philosophy","score_opus":0.017441654696670902,"score_gpt":0.25109258110549476,"score_spread":0.23365092640882384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22742814","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":[0.07642607,0.000082454455,0.0004835076,0.012325728,0.00027482802,0.0003759833,0.0000034150883,0.00023674275,0.9097913],"genre_scores_gemma":[0.23321004,0.0000760936,0.00031831066,0.010648979,0.00039415126,0.0000060211178,0.000072009294,0.000053646483,0.7552208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984496,0.0001597306,0.0002905509,0.000281262,0.00030159316,0.00051721255],"domain_scores_gemma":[0.9989912,0.00008434892,0.00010241579,0.0004535763,0.00009834421,0.0002701288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069966714,0.00019241462,0.0002636681,0.00009578344,0.00012703265,0.000040498893,0.00011841142,0.000028905886,0.0004110182],"category_scores_gemma":[0.000118745374,0.0001222253,0.000078801015,0.00031159585,0.000113083515,0.00011675119,0.00003315015,0.00027950873,0.54011554],"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":[0.00039592618,0.000055477347,0.01758216,0.00004192845,0.000028698307,0.0005029379,0.00025757583,0.000027370928,0.00069322385,0.00012042963,0.9779844,0.0023098695],"study_design_scores_gemma":[0.0010919124,0.0002446719,0.044858705,0.000166953,0.00005267096,0.0006230137,0.0000058236624,0.00037264207,0.000057325215,0.000013801764,0.9523762,0.00013627153],"about_ca_topic_score_codex":2.0621151e-7,"about_ca_topic_score_gemma":0.000018645595,"teacher_disagreement_score":0.5397045,"about_ca_system_score_codex":0.000059568483,"about_ca_system_score_gemma":0.000051217245,"threshold_uncertainty_score":0.49842033},"labels":[],"label_agreement":null},{"id":"W2276189539","doi":"10.2196/resprot.5381","title":"Health Systems Readiness to Manage the Hypertension Epidemic in Primary Health Care Facilities in the Western Cape, South Africa: A Study Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"International Development Research Centre","keywords":"Cape; Primary health care; Protocol (science); Primary care; Medicine; Health care; Environmental health; Geography; Family medicine; Economic growth; Population; Alternative medicine","score_opus":0.26845262189998903,"score_gpt":0.5272464716397122,"score_spread":0.25879384973972314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276189539","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":[0.015482324,0.000045687608,0.000008143136,0.026496382,0.000015306849,0.9570979,0.000044966095,0.000059717648,0.0007495832],"genre_scores_gemma":[0.10464292,0.0000013285163,0.000010331545,0.0021340975,0.00013105464,0.8917427,0.000004712966,0.000032200605,0.0013006662],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98869616,0.005410264,0.0012528123,0.0007462648,0.0018782819,0.0020162116],"domain_scores_gemma":[0.996469,0.000992835,0.00019291778,0.0013799905,0.00038617256,0.00057907565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014168164,0.0003035913,0.000981314,0.00059676886,0.00038948256,0.000088988105,0.0006376101,0.00011967602,0.000007658446],"category_scores_gemma":[0.0006127156,0.00013332076,0.00007894842,0.0014732977,0.00016371852,0.0001359156,0.00029759697,0.0009831833,0.00011968434],"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":[0.013755881,0.004245463,0.5699085,0.03431682,0.0000341353,0.00095338095,0.18203187,0.000009099503,0.00005929198,0.00018452959,0.14603081,0.048470207],"study_design_scores_gemma":[0.0074259397,0.006500471,0.33412018,0.01146961,0.0000010760186,0.00005908773,0.043326106,0.0000068368786,0.0000019196866,0.000027225286,0.59683603,0.00022550668],"about_ca_topic_score_codex":0.004439399,"about_ca_topic_score_gemma":0.0017487737,"teacher_disagreement_score":0.45080522,"about_ca_system_score_codex":0.0016575726,"about_ca_system_score_gemma":0.0019578186,"threshold_uncertainty_score":0.67110735},"labels":[],"label_agreement":null},{"id":"W2283909957","doi":"10.3138/ptc.67.3.gef","title":"Santé mondiale : Quelle est la place de la recherche en physiothérapie et en réadaptation?","year":2015,"lang":"fr","type":"article","venue":"Physiotherapy Canada","topic":"Global Health and Surgery","field":"Medicine","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; Centre for Disability Prevention and Rehabilitation; University of Toronto","funders":"","keywords":"Medicine; Political science","score_opus":0.0545856881454913,"score_gpt":0.40118157459460363,"score_spread":0.3465958864491123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283909957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6332072,0.13438341,0.002042207,0.065751486,0.0075461706,0.0019191862,0.0006302734,0.0002962875,0.15422377],"genre_scores_gemma":[0.9428889,0.012285802,0.004187517,0.017020976,0.0024804543,0.00007016974,0.00008629841,0.0001535739,0.02082628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925715,0.0049320487,0.0004071896,0.0004215503,0.00066305476,0.0010046932],"domain_scores_gemma":[0.99106807,0.007028711,0.00014913986,0.00044306513,0.00015881687,0.0011521995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037436157,0.00038658732,0.0005734562,0.00009105722,0.00010141548,0.000050255258,0.00023294415,0.0005421981,0.00034843927],"category_scores_gemma":[0.001047346,0.00039645383,0.00012340289,0.0005127116,0.00013825599,0.00016739569,0.000033637993,0.0011010052,0.00006277458],"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":[0.0013062971,0.0009316898,0.0029392382,0.0010400054,0.0003891164,0.0006092565,0.020566959,0.0024397362,0.008227576,0.008892428,0.81731516,0.13534254],"study_design_scores_gemma":[0.0032501668,0.0002602924,0.008951479,0.0005312702,0.000058511476,0.000074570366,0.004995321,0.00703085,0.00083513383,0.003415458,0.9700776,0.00051938125],"about_ca_topic_score_codex":0.86974454,"about_ca_topic_score_gemma":0.4521368,"teacher_disagreement_score":0.4176077,"about_ca_system_score_codex":0.004445944,"about_ca_system_score_gemma":0.02747433,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W2299071144","doi":"10.1007/s13187-016-1015-4","title":"Development and Evaluation of a Hematology-Oriented Clinical Research Training Program in Latin America","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Attendance; Medical education; Session (web analytics); Medicine; Dyad; Psychology; Computer science","score_opus":0.26656604960973107,"score_gpt":0.6115877843009745,"score_spread":0.3450217346912434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299071144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99327105,0.001850811,0.000020318192,0.0039277715,0.00037970825,0.00026197254,2.9116376e-7,0.000001869844,0.0002861943],"genre_scores_gemma":[0.9938151,0.0003807187,0.005482082,0.00010458923,0.00014240926,0.000040729254,8.395258e-7,0.000003188046,0.000030307807],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984671,0.00020935327,0.0006413966,0.00007377117,0.00046396878,0.0001444125],"domain_scores_gemma":[0.998266,0.00019279007,0.00029240883,0.000051949533,0.0010673997,0.00012948537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039889375,0.000035706402,0.00021616326,0.00021198217,0.000018067527,0.0000020733496,0.000021576481,0.000045703553,0.00003154293],"category_scores_gemma":[0.001095997,0.000023016162,0.000023810057,0.00023925076,0.000066022374,0.000049462415,0.0000056147483,0.00014052544,7.8607167e-7],"study_design_candidate":"observational","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":[0.00019440558,0.0002168599,0.28543374,0.000035845907,0.000009608243,6.4656473e-7,0.00095190253,2.006337e-7,0.000060113336,0.000043249238,0.00053213356,0.7125213],"study_design_scores_gemma":[0.0014556722,0.00030677166,0.9667774,0.0012405686,0.000025612006,0.000027438351,0.002105613,0.00005758446,0.00021915525,0.00018823422,0.027566245,0.00002971649],"about_ca_topic_score_codex":0.00003263452,"about_ca_topic_score_gemma":0.000042700587,"teacher_disagreement_score":0.7124916,"about_ca_system_score_codex":0.00024527335,"about_ca_system_score_gemma":0.0062975762,"threshold_uncertainty_score":0.99933577},"labels":[],"label_agreement":null},{"id":"W2306236049","doi":"10.1007/s00268-016-3486-1","title":"Surgical Non‐governmental Organizations: Global Surgery’s Unknown Nonprofit Sector","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":67,"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; Listing (finance); Nonprofit sector; Health care; Vascular surgery; Inclusion (mineral); Global health; Public relations; Political science; Cardiac surgery; Public health; Business; Nursing; Surgery; Sociology; Finance","score_opus":0.021087129786113934,"score_gpt":0.2775436561955919,"score_spread":0.25645652640947797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306236049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97863865,0.0018209711,0.00022515158,0.009603033,0.003812592,0.00018696993,0.00006295023,0.000054776017,0.0055948794],"genre_scores_gemma":[0.99338454,0.0010593927,0.00015617219,0.0012505121,0.0015229256,0.0000032021037,0.000010203735,0.00003780344,0.0025752704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962276,0.00013865787,0.0015012319,0.00026297726,0.0010950473,0.0007744534],"domain_scores_gemma":[0.995473,0.0019081194,0.00071042526,0.00029053292,0.00064252707,0.0009753855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001759924,0.0002870933,0.0011376538,0.0003936901,0.00012358077,0.000030649073,0.00011870818,0.0001280141,0.002161532],"category_scores_gemma":[0.0010612305,0.00018502245,0.0006164781,0.0015229963,0.00013273642,0.00032515085,0.000051269348,0.00024880088,0.00020256903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088785315,0.00027020447,0.81943935,0.00008680398,0.00011364856,0.002324978,0.000008226214,4.1872937e-7,0.00026686236,0.00030063625,0.16260447,0.013696557],"study_design_scores_gemma":[0.0024197479,0.00012523605,0.5733978,0.0023728048,0.00019725617,0.008988877,0.00008940159,0.000006843643,0.0016277471,0.0002199798,0.4100208,0.00053350924],"about_ca_topic_score_codex":0.000034712506,"about_ca_topic_score_gemma":0.000028324386,"teacher_disagreement_score":0.24741632,"about_ca_system_score_codex":0.0011264622,"about_ca_system_score_gemma":0.001673245,"threshold_uncertainty_score":0.9987506},"labels":[],"label_agreement":null},{"id":"W2310445468","doi":"10.1302/2048-0105.12.360018","title":"Orthopaedics in the developing world","year":2012,"lang":"en","type":"article","venue":"Bone and Joint 360","topic":"Global Health and Surgery","field":"Medicine","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":"New guinea; Orthopedic surgery; Medicine; Work (physics); Family medicine; Medical education; Library science; Management; History; Engineering; Surgery; Ethnology","score_opus":0.048802294948192666,"score_gpt":0.3004996829890926,"score_spread":0.2516973880408999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310445468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684064,0.0041530444,0.000043601445,0.009187058,0.00017329304,0.00014616626,7.559489e-7,0.000014930335,0.017874792],"genre_scores_gemma":[0.9873026,0.00021650034,0.0004836562,0.011269757,0.00019248623,0.0000065702197,0.0000031697577,0.0000036212773,0.00052160915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993706,0.000025932031,0.00017001652,0.000057326644,0.00010444484,0.00027169482],"domain_scores_gemma":[0.99972993,0.000046553414,0.000023101988,0.00008129166,0.000012623224,0.0001065085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072299887,0.000050134935,0.00014119968,0.000072088114,0.000040174065,0.000004838935,0.000008838546,0.000025206402,0.000019683725],"category_scores_gemma":[0.00007534844,0.00003057131,0.00002655229,0.00016776133,0.000017884848,0.00003806097,0.000012591122,0.00011291653,0.000023413215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006641806,0.00009023576,0.91315734,0.00021040297,0.000006209752,0.000095483294,0.00096093817,5.797137e-8,0.000046180005,0.012560082,0.027575484,0.045231175],"study_design_scores_gemma":[0.00026703588,0.000014116397,0.7537719,0.0000850174,0.0000064906058,0.00011550707,0.00019268539,0.0000051661114,0.000014898206,0.00014709435,0.24533921,0.000040885403],"about_ca_topic_score_codex":0.000057081354,"about_ca_topic_score_gemma":0.00008356568,"teacher_disagreement_score":0.21776372,"about_ca_system_score_codex":0.000016678727,"about_ca_system_score_gemma":0.000057901518,"threshold_uncertainty_score":0.124666184},"labels":[],"label_agreement":null},{"id":"W2312541963","doi":"10.1097/acm.0b013e31821b3e14","title":"Perspective: Postearthquake Haiti Renews the Call for Global Health Training in Medical Education","year":2011,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Assembly of First Nations","funders":"","keywords":"Preparedness; Health care; Global health; Curriculum; Perspective (graphical); Injustice; Medicine; Work (physics); Disaster medicine; Medical education; Resource (disambiguation); Nursing; Poison control; Political science; Suicide prevention; Public relations; Public health; Medical emergency; Law","score_opus":0.08138058693024092,"score_gpt":0.43035208860846474,"score_spread":0.3489715016782238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312541963","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":[0.32856017,0.029233005,0.001377708,0.55215025,0.0037575488,0.0035125439,0.000022864866,0.00018187985,0.081204005],"genre_scores_gemma":[0.9122715,0.0014529426,0.00018505442,0.08356113,0.0013870238,0.00010809426,0.000042339572,0.000016886155,0.00097501616],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99733007,0.00016210938,0.00078237464,0.00036582223,0.0006063102,0.00075332134],"domain_scores_gemma":[0.99820894,0.00025971592,0.00017834392,0.0002660224,0.0001680882,0.0009189011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003200653,0.00018583643,0.00055803545,0.000108493725,0.00010807736,0.0000015654075,0.00020075355,0.00030921772,0.00023716455],"category_scores_gemma":[0.0043119737,0.000117017946,0.00006686283,0.00042337528,0.00025692067,0.000053205244,0.000026085709,0.00078393373,0.000012707253],"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":[0.0014838378,0.0001546397,0.05816607,0.00046028546,0.00006256397,0.00005821334,0.08187698,3.1811297e-7,0.00001739664,0.1868826,0.32867756,0.34215954],"study_design_scores_gemma":[0.012576843,0.0035450968,0.43850008,0.006411986,0.00018885058,0.0028791751,0.13180661,0.00072706677,0.000018992567,0.09212289,0.31060988,0.0006125265],"about_ca_topic_score_codex":0.0038948138,"about_ca_topic_score_gemma":0.0007548438,"teacher_disagreement_score":0.5837113,"about_ca_system_score_codex":0.0005484535,"about_ca_system_score_gemma":0.0057343724,"threshold_uncertainty_score":0.9999022},"labels":[],"label_agreement":null},{"id":"W2313306285","doi":"10.1097/scs.0000000000001147","title":"Improving Patient Follow-Up in Developing Regions","year":2014,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Women's College Hospital","funders":"","keywords":"Medicine","score_opus":0.023583679054801975,"score_gpt":0.272195833975124,"score_spread":0.24861215492032201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313306285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99059933,0.00017503634,0.0025264588,0.0028190552,0.0029311914,0.00010600949,0.000001217111,0.000015310241,0.00082640385],"genre_scores_gemma":[0.9959931,0.00015723394,0.0006202295,0.002700602,0.0004635346,0.0000021128321,0.0000018646651,0.000016089749,0.00004524655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778974,0.00011849985,0.0010559125,0.000124373,0.00044696295,0.0004645131],"domain_scores_gemma":[0.99832267,0.00044481046,0.0004686697,0.00012758952,0.00028685,0.0003494015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015437566,0.00013658621,0.00067575905,0.00042247385,0.000078537334,0.000016954476,0.00005525616,0.000119438504,0.000029127648],"category_scores_gemma":[0.0020686344,0.0001147345,0.0003315211,0.00036357195,0.000032731863,0.00016011824,0.000020276711,0.00032831228,0.000011703802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015102158,0.00020968457,0.72076994,0.00036953946,0.00005089318,0.0007777341,0.00055989425,0.000010527921,0.0008300807,0.001241195,0.017455451,0.25621486],"study_design_scores_gemma":[0.003180698,0.0004216484,0.7393607,0.0019480522,0.00009365573,0.0013798643,0.00046111562,0.00018264986,0.0005467597,0.0015553128,0.25034407,0.0005255195],"about_ca_topic_score_codex":0.00011772872,"about_ca_topic_score_gemma":0.000027380924,"teacher_disagreement_score":0.25568932,"about_ca_system_score_codex":0.0002026627,"about_ca_system_score_gemma":0.00084527966,"threshold_uncertainty_score":0.46787372},"labels":[],"label_agreement":null},{"id":"W2313800488","doi":"10.1097/sla.0000000000001535","title":"Uncovering the Hidden Curriculum of Global Health Electives","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Curriculum; Criticism; Hidden curriculum; Medicine; Medical education; Host (biology); Curriculum theory; Curriculum development; Psychology; Pedagogy; Political science; Law","score_opus":0.09883568841312208,"score_gpt":0.38560137585862897,"score_spread":0.2867656874455069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313800488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723248,0.004401164,0.000035810175,0.0211818,0.00031925464,0.00014527491,0.000045520563,0.000023432794,0.0015229812],"genre_scores_gemma":[0.994597,0.0023073927,0.000023945206,0.0028819428,0.00011152649,0.000004867623,0.0000025003776,0.000007090176,0.00006369357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998437,0.00009542475,0.0005350434,0.00015254904,0.00031515,0.00046484522],"domain_scores_gemma":[0.998469,0.0005166503,0.0002899609,0.0002679123,0.00024798937,0.00020848805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155421,0.00010627153,0.0005205298,0.00005126185,0.000044948058,0.0000023348132,0.00006494183,0.00005057627,0.000043859265],"category_scores_gemma":[0.00062108866,0.000055379944,0.00024924375,0.00036416424,0.0001143963,0.00007717567,0.000029313758,0.000056701796,0.000012560423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017844106,0.00014490161,0.81021446,0.00024470603,0.0000571578,0.000008501167,0.00002853008,2.7661264e-7,0.00015330742,0.0009090623,0.07491287,0.113147765],"study_design_scores_gemma":[0.00021541295,0.00014271706,0.98252267,0.0008986671,0.0000104744495,0.0000360989,0.00011869743,0.00000165492,0.0022923239,0.0023458346,0.011323876,0.000091570895],"about_ca_topic_score_codex":0.00091371854,"about_ca_topic_score_gemma":0.000020401882,"teacher_disagreement_score":0.17230819,"about_ca_system_score_codex":0.00004297382,"about_ca_system_score_gemma":0.0007562256,"threshold_uncertainty_score":0.22583285},"labels":[],"label_agreement":null},{"id":"W2317224876","doi":"10.1136/bmjinnov-2015-000045","title":"Innovating to improve primary care in less developed countries: towards a global model","year":2015,"lang":"en","type":"review","venue":"BMJ Innovations","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"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","funders":"National Institute of Mental Health; Medical Research Council; U.S. Department of Health and Human Services; National Institutes of Health; United States Agency for International Development; International Development Research Centre; Health Resources and Services Administration; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Developing country; Unit (ring theory); Sustainability; Global health; Business; Nursing; Health care; Medicine; Economic growth; Psychology; Public health; Economics","score_opus":0.14040641500942827,"score_gpt":0.4493316858381853,"score_spread":0.308925270828757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317224876","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":[0.0004162147,0.9535536,0.0014562393,0.0009588023,0.00088683015,0.0059104688,0.0016393926,0.00016572389,0.035012737],"genre_scores_gemma":[0.0002295693,0.9143875,0.05019784,0.017639652,0.0012091046,0.0044070017,0.01015733,0.00022321238,0.0015487507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956672,0.00006729556,0.0021633077,0.00060825184,0.00070275075,0.00079117896],"domain_scores_gemma":[0.99580824,0.000058757152,0.0004876018,0.00063942856,0.0027100442,0.00029590115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013365545,0.0005175649,0.0022780604,0.0007107964,0.00010850696,0.000045075227,0.00024577268,0.0005603019,0.0000074545146],"category_scores_gemma":[0.000922231,0.00046276662,0.00014199222,0.006964628,0.000047356305,0.000111852576,0.00022230743,0.0006419167,0.00008922682],"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":true,"study_design_scores_codex":[0.000047065325,0.000049735165,0.00022266961,0.029800206,0.00004059758,0.000052418614,0.00018480202,0.0000063706448,7.6875715e-8,0.004308648,0.010733993,0.9545534],"study_design_scores_gemma":[0.00060881604,0.00007343069,0.00017604299,0.01551018,0.0001186404,0.000085388114,0.00015625359,0.000069137925,8.9273236e-8,0.00010974608,0.9826325,0.00045975856],"about_ca_topic_score_codex":0.00021762116,"about_ca_topic_score_gemma":0.00017424866,"teacher_disagreement_score":0.9718985,"about_ca_system_score_codex":0.0041282536,"about_ca_system_score_gemma":0.032388598,"threshold_uncertainty_score":0.9997824},"labels":[],"label_agreement":null},{"id":"W2317950157","doi":"10.3928/00904481-20110615-11","title":"Medical Work in Developing Countries: How to Approach a Global Health Experience","year":2011,"lang":"en","type":"article","venue":"Pediatric Annals","topic":"Global Health and Surgery","field":"Medicine","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; Work (physics); Developing country; Global health; Nursing; Economic growth; Public health","score_opus":0.0891945007724833,"score_gpt":0.37415594094271315,"score_spread":0.28496144017022984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317950157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92185235,0.0061304304,0.011925403,0.051805377,0.0006501807,0.0009674296,0.000016833043,0.0001519188,0.0065000816],"genre_scores_gemma":[0.9256789,0.0039217467,0.008497481,0.061035518,0.0006281544,0.00010361565,0.000010814504,0.000014180485,0.000109591376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737465,0.000083947525,0.00047197682,0.00038664293,0.0007265868,0.0009562209],"domain_scores_gemma":[0.998235,0.00006714513,0.000099679535,0.00022950412,0.00011759094,0.0012511204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011823062,0.00017266811,0.00047487442,0.00015331092,0.000075085394,0.0000136525205,0.00016532755,0.0001524495,0.00010251206],"category_scores_gemma":[0.00073812355,0.00014951856,0.00006124685,0.0015770706,0.000042505497,0.00007645605,0.000070731,0.00018036315,0.00008703079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004129051,0.0001646097,0.9209149,0.0003157902,0.0000060149805,0.00013829862,0.004363877,3.845954e-7,1.2620057e-8,0.0014649248,0.06681342,0.005404859],"study_design_scores_gemma":[0.00080317666,0.00022622485,0.90945446,0.00016884797,0.000009435648,0.00013231792,0.0011133469,0.000028267423,0.0000019191498,0.000111417954,0.08764335,0.00030721215],"about_ca_topic_score_codex":0.00034674694,"about_ca_topic_score_gemma":0.000027529315,"teacher_disagreement_score":0.020829935,"about_ca_system_score_codex":0.00021867282,"about_ca_system_score_gemma":0.0022017001,"threshold_uncertainty_score":0.609719},"labels":[],"label_agreement":null},{"id":"W2318021330","doi":"10.5539/gjhs.v8n11p278","title":"Effective Strategies for Global Health Training Programs A Systematic Review of Training Outcomes in Low and Middle Income Countries","year":2016,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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 Diabetes and Digestive and Kidney Diseases; Health Services Research and Development; Medical University of South Carolina","keywords":"Low and middle income countries; Workforce; Developing country; Training (meteorology); Medicine; Economic shortage; Global health; Economic growth; Public health; Nursing; Geography; Economics; Government (linguistics)","score_opus":0.08100949729916317,"score_gpt":0.44227155962036135,"score_spread":0.3612620623211982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318021330","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":[0.00031958154,0.99021745,0.00022566797,0.001144907,0.00066364487,0.00718217,0.00016944495,0.000016115306,0.00006101205],"genre_scores_gemma":[0.0037367574,0.99345773,0.0011263309,0.0014454476,0.00007118628,0.0001408864,0.0000049421114,0.000014063883,0.0000026466944],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99119806,0.00054395327,0.0049032224,0.00048375913,0.0013576401,0.0015133419],"domain_scores_gemma":[0.99168515,0.00058319344,0.005587845,0.00032597574,0.0007426061,0.0010752012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017559974,0.00051766733,0.008929153,0.00031500528,0.00023175412,0.00007187875,0.00047747124,0.00016245809,0.0000015767836],"category_scores_gemma":[0.0017814038,0.00030314006,0.0006079669,0.0015123013,0.0006640605,0.0004028522,0.00006714048,0.0003568145,0.0000014223199],"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":[0.000033986013,0.000051008272,0.0006916103,0.7812692,0.000052428186,0.000019976273,0.0001625964,7.1454515e-8,1.8730717e-9,0.0012233427,0.000011184932,0.21648462],"study_design_scores_gemma":[0.0008492205,0.0016755344,0.0009772502,0.98909706,0.00021990054,0.0029885527,0.00085925346,0.0000024510034,6.3168817e-9,0.00049786177,0.0026438031,0.00018909536],"about_ca_topic_score_codex":0.000082550614,"about_ca_topic_score_gemma":0.00003837719,"teacher_disagreement_score":0.21629553,"about_ca_system_score_codex":0.0028872236,"about_ca_system_score_gemma":0.035522565,"threshold_uncertainty_score":0.99994206},"labels":[],"label_agreement":null},{"id":"W2318547985","doi":"10.1016/s1701-2163(16)30024-x","title":"Women’s Health and Surgical Care: Moving From Maternal Health to Comprehensive Surgical Systems","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Surgical procedures; Health care; Maternal health; Obstetrics; General surgery; Surgery; Environmental health; Health services","score_opus":0.02491887845967439,"score_gpt":0.2770561204004015,"score_spread":0.2521372419407271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318547985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9088508,0.07847016,0.0000042692845,0.003221308,0.009026701,0.00020239985,0.000057294717,0.0000050927615,0.00016196418],"genre_scores_gemma":[0.99477905,0.0009328322,0.00014060205,0.0039388677,0.00013884055,0.0000033111678,0.000008416587,0.000011809762,0.000046244237],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975864,0.00020814934,0.00082981517,0.00019759628,0.00052819395,0.00064980093],"domain_scores_gemma":[0.99384576,0.0013310298,0.00041555907,0.000110223016,0.00050012855,0.003797297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051880395,0.0001608197,0.0009964906,0.00021893681,0.00011733065,0.000030479903,0.000069850204,0.00010758061,0.000019950443],"category_scores_gemma":[0.0007023807,0.0001288616,0.000038362752,0.0002375783,0.00004140215,0.00004388822,0.000055909994,0.00038347335,7.683401e-7],"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":true,"study_design_scores_codex":[0.0003360318,0.00010703845,0.8255184,0.000744666,0.00017705113,0.028757595,0.002629258,0.00009475041,4.8877394e-7,0.00032704958,0.030423066,0.11088455],"study_design_scores_gemma":[0.0067922096,0.003052649,0.33724195,0.00008187011,0.000018181603,0.002761281,0.013070963,0.00008092463,7.4107135e-7,0.000022575026,0.6366912,0.00018542173],"about_ca_topic_score_codex":0.14643863,"about_ca_topic_score_gemma":0.009324589,"teacher_disagreement_score":0.60626817,"about_ca_system_score_codex":0.004138556,"about_ca_system_score_gemma":0.009288891,"threshold_uncertainty_score":0.9996844},"labels":[],"label_agreement":null},{"id":"W2318934572","doi":"10.1097/acm.0b013e3182628edb","title":"The Global Health Curriculum of Weill Cornell Medical College","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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 of General Medical Sciences","keywords":"Enthusiasm; Curriculum; Medical education; Global health; Multidisciplinary approach; Medical school; Psychology; Medicine; Political science; Nursing; Public health; Pedagogy","score_opus":0.026452104844174058,"score_gpt":0.3794098651337331,"score_spread":0.35295776028955905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318934572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67682254,0.1277169,0.0004899153,0.15776047,0.006685058,0.0014617856,0.00006790564,0.00017399807,0.028821398],"genre_scores_gemma":[0.9673814,0.009281094,0.000027335569,0.02081077,0.0019725582,0.000014882476,0.000025397894,0.000013419676,0.0004731473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960964,0.00019456305,0.0011061255,0.00021619888,0.0012441747,0.0011425745],"domain_scores_gemma":[0.9965445,0.0005153402,0.00033663865,0.00037765095,0.00014343737,0.0020824673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046751876,0.0002029299,0.00073819153,0.00005073944,0.00015428972,7.51728e-7,0.00025679416,0.0003431176,0.0003851861],"category_scores_gemma":[0.0031166333,0.000110469184,0.00008257683,0.00060620345,0.00056411815,0.000058379344,0.00007479012,0.0008532339,0.000084050305],"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":[0.00016776602,0.00006115087,0.4410307,0.00027735307,0.000043773864,0.00001765554,0.0003600695,9.843154e-8,0.000007107588,0.05058602,0.4971964,0.010251894],"study_design_scores_gemma":[0.005665044,0.0012149377,0.20802327,0.0020340884,0.00015301995,0.00198211,0.005025866,0.0004348246,0.0000365812,0.004103293,0.7710423,0.00028465877],"about_ca_topic_score_codex":0.00057457446,"about_ca_topic_score_gemma":0.000017786952,"teacher_disagreement_score":0.29055884,"about_ca_system_score_codex":0.0002803423,"about_ca_system_score_gemma":0.00089352543,"threshold_uncertainty_score":0.45048028},"labels":[],"label_agreement":null},{"id":"W2319145635","doi":"10.1186/s12961-016-0094-3","title":"Implementing a national health research for development platform in a low-income country – a review of Malawi’s Health Research Capacity Strengthening Initiative","year":2016,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Public Health Ontario","funders":"National Commission for Science and Technology","keywords":"Health services research; Attendance; Capacity building; Health policy; Implementation research; Health administration; Public relations; Developing country; Public health; Medicine; Health informatics; Nursing research; Knowledge translation; Economic growth; Political science; Medical education; Nursing; Psychological intervention; Knowledge management","score_opus":0.7629464203209816,"score_gpt":0.6440225175584642,"score_spread":0.11892390276251741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319145635","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":[0.000087070235,0.9670155,0.000020511225,0.010002158,0.00018354531,0.019205423,0.0019015427,0.000035115703,0.0015491472],"genre_scores_gemma":[0.0006638573,0.9899249,0.0002946414,0.0017088347,0.0012020256,0.0049955654,0.0006558795,0.00011402896,0.00044025676],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.95556813,0.016890166,0.0076294835,0.0016666314,0.008694414,0.009551168],"domain_scores_gemma":[0.96788657,0.01990186,0.0019166598,0.0009043908,0.0059183915,0.0034721456],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.27355948,0.00064467965,0.0056945872,0.006058336,0.002570593,0.00011813912,0.0005704967,0.0005307974,0.000025953848],"category_scores_gemma":[0.023256447,0.00048649102,0.000306287,0.005277344,0.00069100666,0.00021314187,0.0006392026,0.004257652,0.000034778295],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001309872,0.0001809508,0.00008683628,0.67559344,0.00008650211,0.000010767947,0.0012933016,3.7902883e-8,3.3973105e-8,0.014241961,0.022828091,0.28554708],"study_design_scores_gemma":[0.00080479233,0.00081433926,0.00008288741,0.4156721,0.0000026302248,0.00009549793,0.0006275672,0.000015607233,8.248412e-8,0.00019336079,0.58153135,0.00015979394],"about_ca_topic_score_codex":0.017481327,"about_ca_topic_score_gemma":0.002067739,"teacher_disagreement_score":0.55870324,"about_ca_system_score_codex":0.016879303,"about_ca_system_score_gemma":0.16749422,"threshold_uncertainty_score":0.99975866},"labels":[],"label_agreement":null},{"id":"W2319191624","doi":"10.1097/01.asw.0000323572.75132.de","title":"Africa's Pride","year":2008,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Medicine; Pride; Theology","score_opus":0.013195249259271149,"score_gpt":0.3007601116997452,"score_spread":0.2875648624404741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319191624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75065213,0.08073591,0.0000577965,0.0003227101,0.00080368837,0.0003715729,0.000010160203,0.00007371579,0.16697231],"genre_scores_gemma":[0.99378294,0.0038122,0.0006597319,0.0007199226,0.00016509944,0.000029645276,0.000017449283,0.000011198889,0.00080181303],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890745,0.00002193982,0.00021923457,0.00020985132,0.00024398824,0.00039750963],"domain_scores_gemma":[0.9994174,0.00007441045,0.000038145998,0.00022682366,0.00007991956,0.00016327776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007301616,0.000106518455,0.0002376878,0.00007106164,0.00007348266,0.000003154844,0.00006172336,0.00006425454,0.000060394374],"category_scores_gemma":[0.00009573992,0.000093275936,0.000062033076,0.0002677302,0.0000780542,0.00012805666,0.000020195546,0.00017272429,0.00006810911],"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":[0.000721996,0.0002751557,0.78575385,0.0010719752,0.000017179522,0.0033413626,0.00929635,0.00020666757,0.00003907749,0.0016334096,0.0121446345,0.18549833],"study_design_scores_gemma":[0.00069395953,0.00011261096,0.05385968,0.00011502772,0.0000066392986,0.00020204666,0.001581978,0.0000063790867,0.000116764044,0.00035486225,0.94282717,0.00012287615],"about_ca_topic_score_codex":0.000041676885,"about_ca_topic_score_gemma":0.000104332496,"teacher_disagreement_score":0.93068254,"about_ca_system_score_codex":0.00016773817,"about_ca_system_score_gemma":0.00015059242,"threshold_uncertainty_score":0.38036823},"labels":[],"label_agreement":null},{"id":"W2319196420","doi":"10.1177/171516350613900513","title":"Practicing Pharmacy in the Developing World: A Guyana Perspective","year":2006,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Global Health and Surgery","field":"Medicine","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":"Lakeridge Health","funders":"","keywords":"Pharmacy; Perspective (graphical); Medicine; Medical education; Family medicine; Art; Visual arts","score_opus":0.04442888539650468,"score_gpt":0.3366976311613323,"score_spread":0.2922687457648276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319196420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598044,0.0034243176,0.00008552754,0.008662344,0.002263826,0.0009067912,0.0001146832,0.000036802157,0.024701307],"genre_scores_gemma":[0.9764139,0.0013338873,0.0002856423,0.019544495,0.0016066026,0.00002482678,0.000019785532,0.000045780584,0.0007250608],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99606854,0.0003223006,0.0008141046,0.0004142932,0.00066084275,0.0017199173],"domain_scores_gemma":[0.9970001,0.00031066482,0.00028037504,0.00023728413,0.0005710673,0.0016005359],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014850125,0.00038476285,0.00048292248,0.0009019382,0.0009036464,0.0001779238,0.0004173044,0.000042363816,0.00035120742],"category_scores_gemma":[0.0003362229,0.0003304242,0.00016747898,0.0019560256,0.00014479418,0.00037962597,0.000023754046,0.0013421613,0.000017975992],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009009718,0.00025094755,0.07100188,0.0006030037,0.0002730281,0.6404134,0.0039750575,0.00092615676,0.0011777261,0.004976847,0.23845196,0.03704906],"study_design_scores_gemma":[0.0037311513,0.000028948018,0.0014505575,0.000098163735,0.00017781772,0.673368,0.00017740284,0.001481473,0.0005189437,0.00043334707,0.3179689,0.0005652939],"about_ca_topic_score_codex":0.35955837,"about_ca_topic_score_gemma":0.6156031,"teacher_disagreement_score":0.25604472,"about_ca_system_score_codex":0.008042575,"about_ca_system_score_gemma":0.013997976,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null},{"id":"W2319665356","doi":"10.1503/cmaj.150711","title":"A forgotten pandemic","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Triage; Instinct; Pandemic; History; Cape; Simple (philosophy); Coronavirus disease 2019 (COVID-19); Unit (ring theory); Point (geometry); Medical emergency; Medicine; Psychology; Archaeology; Biology; Philosophy; Pathology; Ecology; Mathematics; Infectious disease (medical specialty); Disease; Mathematics education; Epistemology","score_opus":0.02173954394904236,"score_gpt":0.29061423748184495,"score_spread":0.2688746935328026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319665356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7716603,0.00087806775,0.00009921113,0.16621137,0.0029803067,0.00017528693,0.00001552041,0.000057308236,0.0579226],"genre_scores_gemma":[0.907425,0.000119215205,0.00012568636,0.08712075,0.0027736283,0.0000031968398,0.00001194987,0.000011949093,0.0024086258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773747,0.00007852193,0.00030648417,0.00008036935,0.0012304222,0.0005667617],"domain_scores_gemma":[0.9921424,0.00007350804,0.00009353176,0.00006263574,0.0004737254,0.007154243],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026596463,0.00006618016,0.00019367642,0.00012806602,0.00009710055,0.000023862138,0.00006804535,0.0003069509,0.0011965763],"category_scores_gemma":[0.0047759814,0.00005531857,0.00007399079,0.00017316629,0.000015346917,0.000058787748,0.0000053496838,0.0007209065,0.00046487525],"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":[0.0000118862745,0.000008547187,0.47988546,0.000003344594,0.000019202686,0.0005112525,0.00006388941,1.6796317e-7,4.312128e-7,0.00006870026,0.49991664,0.019510483],"study_design_scores_gemma":[0.0012268914,0.000065165055,0.08249004,0.000045978384,0.000015572898,0.0024451928,0.00025792592,0.00009815271,6.0710113e-7,0.00033190192,0.9129624,0.00006018439],"about_ca_topic_score_codex":0.0027538154,"about_ca_topic_score_gemma":0.01048897,"teacher_disagreement_score":0.41304573,"about_ca_system_score_codex":0.0018409633,"about_ca_system_score_gemma":0.012184003,"threshold_uncertainty_score":0.99971646},"labels":[],"label_agreement":null},{"id":"W2320093653","doi":"10.1007/s12630-016-0630-1","title":"Thinking globally, training locally","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario; Dalhousie University","funders":"Canadian Anesthesiologists' Society","keywords":"Training (meteorology); Computer science; Geography","score_opus":0.013161480108904939,"score_gpt":0.25434038746511245,"score_spread":0.2411789073562075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320093653","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":[0.031738654,0.014079397,0.00007477096,0.027550526,0.91674495,0.00069634366,0.00015806273,0.000061961866,0.00889532],"genre_scores_gemma":[0.036083743,0.0011758382,0.0007457396,0.001126837,0.95697147,0.000005138823,0.00007486174,0.0003239276,0.003492446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895705,0.00034652304,0.0026912582,0.000573891,0.0036021934,0.0032156464],"domain_scores_gemma":[0.9798625,0.00069210917,0.0024766813,0.0006033895,0.003879161,0.012486149],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00687837,0.0010347086,0.0026819257,0.002040708,0.0009705285,0.00070897216,0.0018620108,0.0021100175,0.0005735775],"category_scores_gemma":[0.0033743659,0.0008124881,0.0012659616,0.0006596334,0.0004621924,0.0005266551,0.00002510284,0.0047684917,0.000085471285],"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":[0.00026713515,0.000015072823,0.00027453562,0.00013706475,0.00017449178,0.46696734,0.0004175128,0.0000047230405,0.0000010917821,0.000101415746,0.52632457,0.0053150603],"study_design_scores_gemma":[0.001146302,0.00094740395,0.0001713625,0.0028939014,0.0002893538,0.49424526,0.00023859306,0.0000012162901,0.0000011863092,0.0005081213,0.49914452,0.00041277616],"about_ca_topic_score_codex":0.008471517,"about_ca_topic_score_gemma":0.018486109,"teacher_disagreement_score":0.09474408,"about_ca_system_score_codex":0.005202668,"about_ca_system_score_gemma":0.099946745,"threshold_uncertainty_score":0.9994326},"labels":[],"label_agreement":null},{"id":"W2321587354","doi":"10.1258/jtt.2011.101011","title":"Mental health professionals' perspectives of telemental health with remote and rural First Nations communities","year":2011,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Global Health and Surgery","field":"Medicine","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":"Research and Productivity Council","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Telemedicine; Telepsychiatry; Nursing; Health professionals; Medicine; Geography; Political science; Health care; Psychiatry","score_opus":0.02156979033850667,"score_gpt":0.31874998424080553,"score_spread":0.2971801939022989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321587354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618889,0.015914826,0.000044103683,0.020724451,0.00011926832,0.0004188565,0.00003671323,0.000010420407,0.00084242516],"genre_scores_gemma":[0.9873456,0.007931716,0.002702748,0.0018098091,0.00012230253,0.0000012897137,0.000021352052,0.000011854461,0.00005334884],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99848694,0.00008656942,0.0006578639,0.00008069021,0.0003968981,0.0002910138],"domain_scores_gemma":[0.9984666,0.00010581696,0.0005649517,0.000111492736,0.00032667042,0.00042446185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062283396,0.00014239836,0.0006040408,0.00031428834,0.00035139086,0.0000040431783,0.00005710499,0.0000387815,0.000080919075],"category_scores_gemma":[0.000057387846,0.00009053415,0.00005281285,0.00019598438,0.00022146886,0.00010892474,0.00003372741,0.0003190655,1.9729795e-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":[0.0036535047,0.0014131195,0.66795236,0.0036902688,0.0006435266,0.000108339686,0.22249636,3.059707e-7,0.00004846009,0.0014273174,0.034721266,0.06384517],"study_design_scores_gemma":[0.0062955148,0.013263306,0.35610783,0.0054106563,0.00008030551,0.0038210903,0.607388,0.000029912093,0.00008010622,0.00009339584,0.0072639207,0.00016596958],"about_ca_topic_score_codex":0.0013581916,"about_ca_topic_score_gemma":0.0011717031,"teacher_disagreement_score":0.38489166,"about_ca_system_score_codex":0.00010909961,"about_ca_system_score_gemma":0.00060352596,"threshold_uncertainty_score":0.36918756},"labels":[],"label_agreement":null},{"id":"W2322074410","doi":"10.1097/acm.0000000000000178","title":"Potential Benefits of Collaboration in Short-Term Global Health Learning Experiences","year":2014,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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; University of British Columbia","funders":"","keywords":"Public relations; Curriculum; Health care; Medical education; General partnership; Medicine; Standardization; Nursing; Political science; Psychology; Pedagogy","score_opus":0.028629891015754923,"score_gpt":0.37130180085634046,"score_spread":0.34267190984058554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322074410","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":[0.35949856,0.011447557,0.0001236387,0.62561065,0.0016883679,0.0007245034,0.0000148907,0.00006137082,0.0008304746],"genre_scores_gemma":[0.567219,0.0034433722,0.000023739794,0.42241445,0.0058350414,0.000048201,0.0007124023,0.00002501062,0.00027878958],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954792,0.0003184929,0.0015774061,0.00056864345,0.0011783765,0.00087786285],"domain_scores_gemma":[0.9985431,0.00016807229,0.000429702,0.00030329335,0.00020184432,0.00035400354],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014594616,0.00037279335,0.0015716642,0.00031735058,0.0000724761,0.0000035694218,0.00022061198,0.0014114017,0.00015110707],"category_scores_gemma":[0.0006931091,0.0003027361,0.00007633283,0.00075041875,0.00027098416,0.00007053181,0.000045079007,0.0031361883,0.000012140726],"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":[0.00017600112,0.000009750338,0.039700154,0.0014856611,0.000025694597,0.00016039351,0.0047838343,0.000024760358,0.00003559729,0.00008611895,0.94712883,0.0063832095],"study_design_scores_gemma":[0.005360802,0.0041506374,0.051623423,0.01808516,0.00029298675,0.0011431917,0.014910214,0.0005690408,0.00006609355,0.00032196945,0.9025245,0.00095201907],"about_ca_topic_score_codex":0.00046503125,"about_ca_topic_score_gemma":0.000022630877,"teacher_disagreement_score":0.20772043,"about_ca_system_score_codex":0.0004304291,"about_ca_system_score_gemma":0.0009990195,"threshold_uncertainty_score":0.9999425},"labels":[],"label_agreement":null},{"id":"W2323014481","doi":"10.1097/acm.0000000000001009","title":"Beyond Medical “Missions” to Impact-Driven Short-Term Experiences in Global Health (STEGHs): Ethical Principles to Optimize Community Benefit and Learner Experience","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":190,"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":"Term (time); MEDLINE; Psychology; Medical education; Engineering ethics; Medicine; Political science; Engineering","score_opus":0.12066528294871695,"score_gpt":0.46494827645642556,"score_spread":0.34428299350770863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323014481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9329006,0.0019721019,0.00025259802,0.06179891,0.00046641822,0.0008196774,0.000008959587,0.00008058393,0.0017001675],"genre_scores_gemma":[0.9491398,0.00067059044,0.0005693905,0.048860732,0.00041526623,0.00013386463,0.00002795516,0.000018987865,0.00016343381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994963,0.00047524838,0.0012025582,0.00055982615,0.0016600206,0.0011393293],"domain_scores_gemma":[0.99144274,0.0004945146,0.00011279765,0.00054637017,0.00016293059,0.007240652],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044085565,0.00036811378,0.0011396887,0.00023535996,0.0002141704,0.000009839428,0.0004847641,0.0008005505,0.00028422676],"category_scores_gemma":[0.0070384634,0.00025539164,0.00005432708,0.00088056055,0.0005267464,0.00010282,0.00045913688,0.003006897,0.000025088028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018785049,0.00012468,0.6831171,0.00021445492,0.000029874263,0.00027531997,0.25166175,0.0001095047,0.0001013326,0.0015087061,0.035706304,0.02527249],"study_design_scores_gemma":[0.009343429,0.0091901375,0.6366548,0.008432918,0.00006793155,0.0025925587,0.2954417,0.0026677896,0.00008367773,0.0011645718,0.033117358,0.0012431738],"about_ca_topic_score_codex":0.0023093114,"about_ca_topic_score_gemma":0.0003216247,"teacher_disagreement_score":0.046462312,"about_ca_system_score_codex":0.0006718243,"about_ca_system_score_gemma":0.0014481174,"threshold_uncertainty_score":0.9999898},"labels":[],"label_agreement":null},{"id":"W2323391931","doi":"10.1097/acm.0000000000000648","title":"Building a Framework for Global Health Learning","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Debriefing; Mentorship; Medical education; Global health; Thematic analysis; Set (abstract data type); Work (physics); Psychology; Medicine; Political science; Nursing; Public health; Qualitative research; Sociology; Computer science","score_opus":0.08538623361961398,"score_gpt":0.4610797699399442,"score_spread":0.3756935363203302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323391931","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":[0.17216487,0.030063957,0.6171832,0.16950217,0.0035964455,0.0018222884,0.000010973226,0.0005351102,0.0051209945],"genre_scores_gemma":[0.94001245,0.0008096846,0.015503164,0.039669424,0.0031932252,0.000048600483,0.00004179567,0.000027610475,0.0006940512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765396,0.00008077778,0.000604519,0.0003240368,0.0005116193,0.0008250966],"domain_scores_gemma":[0.99750245,0.00038724774,0.00020852007,0.000193754,0.00016607213,0.0015419689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002478656,0.00018052867,0.00064550457,0.000078443496,0.00010866461,0.0000024493315,0.00011003034,0.0003155151,0.000029480241],"category_scores_gemma":[0.0074015902,0.0001393626,0.000059983046,0.00040907212,0.000104533785,0.00004965769,0.000033963566,0.0009332597,0.000027576212],"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":[0.0011910696,0.000024747433,0.088172674,0.0007901617,0.00006652893,0.00004194983,0.0024527495,0.000026789026,0.000056776742,0.49540204,0.30908096,0.102693535],"study_design_scores_gemma":[0.005811877,0.0029191603,0.0059097577,0.0032414664,0.00010729602,0.00055725005,0.003234971,0.0011512866,0.000024781644,0.28163567,0.6951257,0.0002807495],"about_ca_topic_score_codex":0.00014728412,"about_ca_topic_score_gemma":0.0000015176636,"teacher_disagreement_score":0.76784754,"about_ca_system_score_codex":0.00047431604,"about_ca_system_score_gemma":0.00086786377,"threshold_uncertainty_score":0.88609296},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2328321882","doi":"10.1345/aph.1q531a","title":"Comment: Planning a Pharmacy-Led Medical Mission Trip, Part 1: Focus on Medication Acquisition","year":2012,"lang":"en","type":"letter","venue":"Annals of Pharmacotherapy","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario; University of Waterloo","funders":"","keywords":"Medicine; Pharmacy; Focus (optics); Medical education; Family medicine","score_opus":0.11634993673669325,"score_gpt":0.4472978952985285,"score_spread":0.33094795856183523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328321882","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":[0.0044830055,0.009882083,0.00006472437,0.97878003,0.0019219058,0.00084868475,0.00011332313,0.0001277105,0.0037785044],"genre_scores_gemma":[0.034489345,0.009298427,0.000031930205,0.9443908,0.01008243,0.00005963226,0.0011449206,0.000090391986,0.0004121307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949689,0.0004820248,0.0010661681,0.0004723629,0.0019912117,0.0010193338],"domain_scores_gemma":[0.9972406,0.00053139956,0.00067393406,0.00042263276,0.00023832185,0.00089308264],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018263977,0.00049664377,0.0010265609,0.00042049147,0.00011928887,0.000012341248,0.00028097932,0.0007449451,0.006681031],"category_scores_gemma":[0.0000946886,0.00041034707,0.00041729942,0.00024972856,0.00011584932,0.00011465851,0.000026226275,0.0018774461,0.00014510952],"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":[0.0021144166,0.00047268238,0.0006172068,0.0006131486,0.00028563396,0.00024133018,0.0001533388,4.4344114e-7,0.0011726794,0.0000134791135,0.9515652,0.042750426],"study_design_scores_gemma":[0.0045263316,0.00032723497,0.0001384497,0.0019224117,0.00013440383,0.00006139033,0.000008125581,0.00015761757,0.030938819,0.000118189,0.9613668,0.00030025488],"about_ca_topic_score_codex":0.00007403672,"about_ca_topic_score_gemma":1.5942811e-7,"teacher_disagreement_score":0.04245017,"about_ca_system_score_codex":0.00007309321,"about_ca_system_score_gemma":0.0004366786,"threshold_uncertainty_score":0.99983484},"labels":[],"label_agreement":null},{"id":"W2328437388","doi":"","title":"Global Health in Family Medicine Summer Primer: Course for residents and faculty.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; University of Toronto; College of Family Physicians of Canada","funders":"","keywords":"Global health; Context (archaeology); Health care; Medicine; Family medicine; International health; Medical education; Public health; Nursing; Health policy; Political science; Geography","score_opus":0.12412266568938793,"score_gpt":0.4033255385434299,"score_spread":0.279202872854042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328437388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9159351,0.016145188,0.00006841564,0.058185644,0.0009795637,0.0034433284,0.00013182439,0.00007784846,0.005033105],"genre_scores_gemma":[0.98261166,0.00033077435,0.00021875824,0.015214768,0.0002666081,0.0004897438,0.00012206092,0.000012977626,0.0007326718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827635,0.00004819396,0.00038805263,0.0002571701,0.00029045792,0.0007397953],"domain_scores_gemma":[0.99842805,0.00005249976,0.000087473665,0.00016193061,0.0001180034,0.0011520723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014701592,0.00012753875,0.00044966236,0.000065877575,0.000035592253,0.000005989608,0.00005007573,0.00007995467,0.0000017392351],"category_scores_gemma":[0.00053517544,0.00010036822,0.000030464125,0.00023954026,0.00007782116,0.00005610604,0.00002409219,0.00008223826,0.0000040859973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006436478,0.00009535694,0.5460246,0.00014004706,0.000016020162,0.000017989772,0.00010810834,4.695934e-7,2.8902716e-7,0.0002641321,0.30588526,0.14680405],"study_design_scores_gemma":[0.0045652185,0.0001471503,0.93654776,0.000064817024,0.00001974636,0.00002678752,0.00028093244,0.000017682043,9.190788e-7,0.0006141106,0.05764355,0.00007135235],"about_ca_topic_score_codex":0.0042657317,"about_ca_topic_score_gemma":0.00055495545,"teacher_disagreement_score":0.39052308,"about_ca_system_score_codex":0.00032355712,"about_ca_system_score_gemma":0.00045619276,"threshold_uncertainty_score":0.6448539},"labels":[],"label_agreement":null},{"id":"W2328837958","doi":"10.1097/bcr.0000000000000305","title":"Surgical Burn Care by Médecins Sans Frontières-Operations Center Brussels","year":2015,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Burn center; Health care; Odds ratio; Medical emergency; Confidence interval; Emergency medicine; Poison control; Economic growth","score_opus":0.07071362100851562,"score_gpt":0.42123215257688046,"score_spread":0.3505185315683648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328837958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379772,0.03337131,0.00007432893,0.007069295,0.0009505078,0.00045766964,0.00014421063,0.000022323571,0.019933136],"genre_scores_gemma":[0.99563986,0.0010749598,0.00022697043,0.0004226878,0.001324617,0.000006594966,0.000075118,0.000030243273,0.001198959],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952631,0.00047329886,0.0007698898,0.00024110309,0.0023288806,0.0009237351],"domain_scores_gemma":[0.9926955,0.00020605155,0.00009450205,0.0003487147,0.0048717787,0.00178347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963391,0.00017786503,0.0005891339,0.00043764344,0.00023637916,0.0001046823,0.00026456817,0.00021118335,0.00027036289],"category_scores_gemma":[0.0005679097,0.00013005301,0.00029439948,0.00047695418,0.00013699468,0.00020626314,0.00009031125,0.0014501088,0.000115930605],"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":[0.0026960005,0.00073159183,0.17912234,0.0004510134,0.00016337124,0.0063253664,0.013130424,0.00007304301,0.00058231025,0.00014071928,0.76904213,0.027541703],"study_design_scores_gemma":[0.0062353737,0.001912535,0.0061126323,0.0004888215,0.000048453763,0.0018845209,0.029541183,0.000047967103,0.0004936485,0.000030424895,0.9530191,0.00018534748],"about_ca_topic_score_codex":0.0005028923,"about_ca_topic_score_gemma":0.00021923831,"teacher_disagreement_score":0.18397698,"about_ca_system_score_codex":0.0009246969,"about_ca_system_score_gemma":0.0021921268,"threshold_uncertainty_score":0.6300082},"labels":[],"label_agreement":null},{"id":"W2328996351","doi":"10.1097/acm.0b013e31823feae6","title":"Commentary","year":2012,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Subspecialty; Popularity; Health care; Medical education; Global health; Cultural competence; Medicine; Diversity (politics); International health; Nursing; Political science; Family medicine; Psychology; Health policy; Public health; Pedagogy","score_opus":0.0261557223391285,"score_gpt":0.36991473357288535,"score_spread":0.34375901123375685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328996351","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":[0.00027426908,0.02737112,0.0000175415,0.034988422,0.9272276,0.0005060986,0.000066169705,0.00014901832,0.009399768],"genre_scores_gemma":[0.0010433337,0.012532875,0.000022509397,0.040428195,0.9352522,0.00003637506,0.003102225,0.00007413409,0.007508173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568504,0.00010805657,0.00097557955,0.00044463514,0.0016727463,0.0011139474],"domain_scores_gemma":[0.9959913,0.0015234371,0.0003269746,0.0005775322,0.00020869731,0.0013720667],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019336427,0.00046510142,0.0013961771,0.0002640987,0.000083611434,0.000001723215,0.00025470904,0.0025483258,0.0013881605],"category_scores_gemma":[0.0029155568,0.00033952564,0.00011826227,0.00025327547,0.00027679413,0.00006687739,0.00009748062,0.0051814727,0.00047507192],"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":[0.00023286992,0.000013563126,0.0012099189,0.00085221045,0.000074018644,0.00006941699,0.0002901516,8.504389e-9,0.000018481875,0.0000411715,0.9947313,0.0024668577],"study_design_scores_gemma":[0.0019574238,0.00027711067,0.00018199549,0.0021627082,0.00054321846,0.00005256748,0.0001409736,0.0000016081929,0.0000067639066,0.00014260857,0.9942934,0.00023965533],"about_ca_topic_score_codex":0.00043007795,"about_ca_topic_score_gemma":0.000002431841,"teacher_disagreement_score":0.014838246,"about_ca_system_score_codex":0.00034520702,"about_ca_system_score_gemma":0.00045507663,"threshold_uncertainty_score":0.9999057},"labels":[],"label_agreement":null},{"id":"W2329897407","doi":"10.1097/sap.0b013e318257380b","title":"International Plastic Surgery Missions","year":2012,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; TRIPS architecture; Medical education; Graduate medical education; Health care; Patient care; China; Plastic surgery; Residency training; Surgery; Nursing; Continuing education; Accreditation","score_opus":0.10962282894442427,"score_gpt":0.3599181003285761,"score_spread":0.2502952713841518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329897407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809764,0.0010938984,0.00016760855,0.00079579913,0.01357283,0.0000849001,0.00007214679,0.00007896627,0.0031574387],"genre_scores_gemma":[0.99698395,0.00064565294,0.00003224725,0.00092760817,0.0010340785,0.000012950639,0.00012509213,0.000027328872,0.00021110823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734074,0.000083264254,0.0008348948,0.00022232709,0.0006095402,0.0009092408],"domain_scores_gemma":[0.9727767,0.025477465,0.00025919752,0.0002614239,0.00030138216,0.0009238159],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012656774,0.00021862009,0.0007230194,0.00055685034,0.00007131907,0.000009954685,0.00007731805,0.00015238547,0.0014110176],"category_scores_gemma":[0.020380612,0.000190446,0.0005615567,0.0003640991,0.00010046087,0.00021101694,0.00004682606,0.00019903743,0.00028035996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003746996,0.00039771278,0.72822356,0.00017086534,0.00011045466,0.000040504667,0.000024638039,0.0000042461406,0.00014841376,0.0001208232,0.26779416,0.0025899252],"study_design_scores_gemma":[0.00013168908,0.00002409498,0.8907396,0.000512813,0.00004970614,0.00006394294,0.000055846285,0.00007444553,0.00049602636,0.0000242412,0.10765173,0.00017585987],"about_ca_topic_score_codex":0.000044166714,"about_ca_topic_score_gemma":8.711303e-7,"teacher_disagreement_score":0.16251606,"about_ca_system_score_codex":0.00002761226,"about_ca_system_score_gemma":0.00043809414,"threshold_uncertainty_score":0.9995018},"labels":[],"label_agreement":null},{"id":"W2330290101","doi":"10.1097/acm.0b013e31823e23d4","title":"Are We There Yet? Preparing Canadian Medical Students for Global Health Electives","year":2011,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medical education; Medical school; Sustainability; Curriculum; Quality (philosophy); Descriptive statistics; Global health; Psychology; Medicine; Public health; Nursing; Pedagogy","score_opus":0.07096634780932212,"score_gpt":0.4237273649372907,"score_spread":0.3527610171279686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330290101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67708194,0.048857182,0.0012210316,0.18997699,0.004607386,0.0049577416,0.00010290054,0.00045963674,0.07273517],"genre_scores_gemma":[0.92846626,0.003883612,0.000085339874,0.06563112,0.0008880967,0.00008113156,0.000024655506,0.00002682186,0.00091294403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963687,0.00009397991,0.000711195,0.00044995584,0.0011885067,0.0011876479],"domain_scores_gemma":[0.9955471,0.00015000258,0.0002778998,0.00029198054,0.00019180801,0.003541186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022338291,0.0002451695,0.00074155425,0.00013670417,0.00017541535,0.000003050458,0.0004098451,0.0004781279,0.0007003883],"category_scores_gemma":[0.0027059817,0.0001838405,0.000073662624,0.0003377055,0.00017648167,0.000058977814,0.000055426455,0.0007582644,0.000035628233],"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":[0.0004219419,0.000041525716,0.5980633,0.00049332884,0.000113601745,0.00011571255,0.0022231531,7.4807645e-8,0.0000029360983,0.0029671902,0.3785106,0.017046647],"study_design_scores_gemma":[0.005616105,0.0012773662,0.62913203,0.004835398,0.000120551704,0.0005992391,0.0056137075,0.00011130022,0.000022252902,0.0064062485,0.34591803,0.00034779505],"about_ca_topic_score_codex":0.0314705,"about_ca_topic_score_gemma":0.025855554,"teacher_disagreement_score":0.25138432,"about_ca_system_score_codex":0.00071978616,"about_ca_system_score_gemma":0.0026565772,"threshold_uncertainty_score":0.99192005},"labels":[],"label_agreement":null},{"id":"W2331385677","doi":"10.1097/sla.0000000000000691","title":"Establishing a Contextually Appropriate Laparoscopic Program in Resource-restricted Environments","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Laparoscopic surgery; Mentorship; Certification; General surgery; Laparoscopic cholecystectomy; Laparoscopy; Medical education; Management","score_opus":0.11422259867333776,"score_gpt":0.3423184712068897,"score_spread":0.22809587253355193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331385677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927673,0.0004608577,0.000018118564,0.0019417215,0.00015077442,0.00041370583,0.000007601936,0.000059204758,0.0041807215],"genre_scores_gemma":[0.9950056,0.0002764474,0.0001521583,0.004012258,0.00010220736,0.00004701889,0.00006496423,0.000021880232,0.0003174754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774593,0.00017896119,0.0007249042,0.00028619124,0.00040255685,0.00066147296],"domain_scores_gemma":[0.99828357,0.00078122475,0.00022189983,0.00033934726,0.000050269704,0.0003237045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236357,0.00016603198,0.0007067045,0.00032040643,0.000036697773,0.000017628488,0.000080900616,0.00015110482,0.000040443752],"category_scores_gemma":[0.0017236068,0.0001513344,0.00015848415,0.00043374533,0.00008881364,0.00012771496,0.000040274073,0.00023003783,0.000024899722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010279708,0.0013643461,0.5648882,0.0006031975,0.000055684894,0.00012980704,0.00019052881,0.000014004589,0.0009419893,0.0001922076,0.043021552,0.38757053],"study_design_scores_gemma":[0.0010913981,0.000281342,0.6934068,0.0008702266,0.00002003712,0.000013359781,0.00010336468,0.0003279665,0.0020389652,0.00021126558,0.30138952,0.00024575053],"about_ca_topic_score_codex":0.0002281879,"about_ca_topic_score_gemma":0.0000091515485,"teacher_disagreement_score":0.38732478,"about_ca_system_score_codex":0.000020396255,"about_ca_system_score_gemma":0.00012822865,"threshold_uncertainty_score":0.6171238},"labels":[],"label_agreement":null},{"id":"W2331608749","doi":"10.2174/1875692111201010007","title":"Editorial (An Idea Whose Time Has Come? An African Foresight Observatory on Genomics Medicine and Data-Intensive Global Science)","year":2012,"lang":"en","type":"article","venue":"Current pharmacogenomics and personalized medicine (Online)/Current pharmacogenomics and personalized medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Sunnybrook Health Science Centre; Health Sciences Centre; McGill University","funders":"Center for Information Technology; NIH Office of the Director; National Human Genome Research Institute; Medical Research Council; National Research Foundation; National Institutes of Health; National Science Foundation","keywords":"Biobank; Pharmacogenomics; Bioethics; Genomics; Personalized medicine; Futures studies; Global health; Public health; Genomic medicine; Medicine; Political science; Engineering ethics; Genome; Bioinformatics; Biology; Computational biology; Computer science; Genetics; Engineering; Pharmacology; Pathology","score_opus":0.1842016813226672,"score_gpt":0.4367769591415788,"score_spread":0.25257527781891165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331608749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77969813,0.15700302,0.000100153746,0.013121075,0.042786766,0.0025267147,0.0042576985,0.0002132496,0.000293169],"genre_scores_gemma":[0.53410876,0.21748345,0.0007500376,0.023033345,0.20615095,0.00013770683,0.017715031,0.0004320896,0.00018862022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98881847,0.00056551484,0.0024129704,0.0028942092,0.0024192084,0.0028896537],"domain_scores_gemma":[0.9871259,0.0007775364,0.0011092132,0.0013758583,0.0015207257,0.008090791],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0060539306,0.0019375521,0.0033471156,0.0009898744,0.0014935595,0.00013378993,0.0012183213,0.00040024697,0.0007902112],"category_scores_gemma":[0.0010854468,0.00150753,0.00023264464,0.0011559501,0.008244,0.0012089697,0.0007785682,0.0020196522,0.000020390491],"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":[0.032638073,0.0062968675,0.03135648,0.004958326,0.0019133454,0.0002266347,0.036379434,0.000009119788,0.120765686,0.007844998,0.42804313,0.3295679],"study_design_scores_gemma":[0.034164384,0.0025299082,0.004428675,0.0015033219,0.003538924,0.0007752594,0.0052775377,0.0119080935,0.0000717754,0.00034873662,0.933876,0.0015773869],"about_ca_topic_score_codex":0.0004916114,"about_ca_topic_score_gemma":0.000027055592,"teacher_disagreement_score":0.50583285,"about_ca_system_score_codex":0.0009947728,"about_ca_system_score_gemma":0.0018412394,"threshold_uncertainty_score":0.99980634},"labels":[],"label_agreement":null},{"id":"W2331929406","doi":"10.1136/jech.2011.142976p.1","title":"SP4-7 Health students' knowledge and needs relating to global health and health equity: a province-wide study","year":2011,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Institutes of Health Research; University of Ottawa","funders":"","keywords":"Medicine; Global health; Medical education; Curriculum; Content validity; Competence (human resources); Health equity; Content analysis; Nursing; Family medicine; Public health; Psychology","score_opus":0.26340983648617455,"score_gpt":0.5133191790275199,"score_spread":0.24990934254134534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331929406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8419201,0.044960517,0.00088561827,0.107874036,0.00065228966,0.0026317418,0.000023177628,0.00007402349,0.0009784928],"genre_scores_gemma":[0.8190502,0.008296019,0.007911108,0.1643886,0.00022337664,0.0000138945825,0.00001506535,0.000037332233,0.000064392894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9764057,0.01486041,0.0051837387,0.0005066471,0.0005569128,0.0024865833],"domain_scores_gemma":[0.98462903,0.0030358818,0.0037027965,0.0010852931,0.0003933418,0.0071536275],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07547093,0.0005171924,0.0040501086,0.000622379,0.0017455865,0.00002138837,0.00057055784,0.00022069094,0.000011711521],"category_scores_gemma":[0.006336635,0.00043515651,0.00020134031,0.00081769266,0.000278362,0.00020749908,0.00091744855,0.0031896818,0.000009296625],"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":[0.0008179698,0.002023658,0.8642801,0.0014859488,0.00014149136,0.000016900349,0.016481183,0.000001316006,7.134492e-8,0.0014659272,0.028723966,0.08456149],"study_design_scores_gemma":[0.003177645,0.034245107,0.9273117,0.002016099,0.000030967,0.0010536077,0.017436907,0.000018768118,6.500743e-8,0.0023315237,0.012165155,0.00021241485],"about_ca_topic_score_codex":0.06965245,"about_ca_topic_score_gemma":0.032533683,"teacher_disagreement_score":0.08434907,"about_ca_system_score_codex":0.0039308616,"about_ca_system_score_gemma":0.015096152,"threshold_uncertainty_score":0.9998929},"labels":[],"label_agreement":null},{"id":"W2336452634","doi":"10.5489/cuaj.3771","title":"Health advocacy in a competency-based curriculum: The emerging role of global surgery","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Curriculum; Global health; Medicine; Political science; Medical education; Public relations; Psychology; Nursing; Pedagogy; Public health","score_opus":0.008905356989377186,"score_gpt":0.25729359833559,"score_spread":0.24838824134621282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336452634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7374284,0.00089658797,0.000036039353,0.2605768,0.00028176312,0.0001373525,0.00003105125,0.000010958949,0.0006009878],"genre_scores_gemma":[0.9874924,0.00011166817,0.00007378743,0.012142214,0.000154173,0.0000041340004,0.0000047352305,0.0000041776034,0.000012732071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778503,0.00037718355,0.0006057615,0.00012858649,0.00036079355,0.0007426706],"domain_scores_gemma":[0.99796766,0.00045882014,0.0004035524,0.000099682366,0.00020654213,0.0008637396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021147693,0.00009985769,0.00040034688,0.00011528254,0.00015570977,0.000012008546,0.000089073124,0.00012488264,0.00017476996],"category_scores_gemma":[0.0017462766,0.000054013646,0.00017414412,0.00043346407,0.000036133944,0.000045725174,0.000006963551,0.00027586994,0.00001855396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031855372,0.00004426359,0.9744997,0.0000062578138,0.00001115014,0.000030060643,0.00001905838,0.000006672286,0.0000045325146,0.0007905896,0.008204648,0.016351195],"study_design_scores_gemma":[0.00053184107,0.00009544949,0.97746116,0.00008459947,0.000007744911,0.000073267875,0.00009574155,0.00009812702,0.0000013239803,0.002272327,0.019219307,0.000059109585],"about_ca_topic_score_codex":0.010164449,"about_ca_topic_score_gemma":0.010056908,"teacher_disagreement_score":0.25006393,"about_ca_system_score_codex":0.0020532613,"about_ca_system_score_gemma":0.008572455,"threshold_uncertainty_score":0.997048},"labels":[],"label_agreement":null},{"id":"W2336768016","doi":"10.1136/bmjgh-2015-000011","title":"Global Surgery 2030: a roadmap for high income country actors","year":2016,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":170,"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 Toronto","funders":"European League Against Rheumatism","keywords":"Mandate; Global health; Commission; Political science; Public relations; Work (physics); Sustainable development; Health care; Public administration; Economic growth; Medicine; Business; Economics; Engineering; Law","score_opus":0.05761783220568431,"score_gpt":0.45301300763590185,"score_spread":0.3953951754302175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336768016","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":[0.00005767119,0.9678447,0.00020294834,0.0021074156,0.006937106,0.0074970773,0.01327496,0.000368786,0.0017093233],"genre_scores_gemma":[0.00015546956,0.987438,0.0003773636,0.0058386205,0.003148965,0.00074221526,0.0017506575,0.00010523522,0.00044344174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901728,0.0005611877,0.0034836298,0.001391833,0.0012011532,0.0031893828],"domain_scores_gemma":[0.9921371,0.0011828062,0.0018929848,0.0013972683,0.0003869839,0.0030029016],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0032053653,0.0012873817,0.0076356675,0.00022797124,0.00036240916,0.00005897348,0.00041913,0.0013094594,0.00015080061],"category_scores_gemma":[0.0012446942,0.0009148781,0.0017874793,0.0015131414,0.00018023499,0.00013927626,0.00016995643,0.0004361436,0.00056804554],"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":true,"study_design_scores_codex":[0.0002890724,0.00014463773,0.0015758309,0.063074395,0.00017249644,0.00010412308,0.0000017486944,3.1934658e-8,6.2714617e-10,0.0034811397,0.2421648,0.6889917],"study_design_scores_gemma":[0.0009544728,0.0003438463,0.0028204615,0.053460333,0.00034489494,0.0011637061,0.0000066296543,0.0000010370114,6.2463714e-9,0.0007326802,0.9394915,0.00068040297],"about_ca_topic_score_codex":0.0021525538,"about_ca_topic_score_gemma":0.00036767736,"teacher_disagreement_score":0.6973267,"about_ca_system_score_codex":0.0086977575,"about_ca_system_score_gemma":0.029017786,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W2337401120","doi":"10.3917/rsi.124.0053","title":"Processus de transfert et d’appropriation des savoirs d’étudiantes en sciences infirmières et de milieux de soins Africains : une étude de cas multiples","year":2016,"lang":"fr","type":"article","venue":"Recherche en soins infirmiers","topic":"Global Health and Surgery","field":"Medicine","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":"Cégep de Chicoutimi; Canadian Nurses Association; Musée de la Civilisation; Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.14960901735118884,"score_gpt":0.4353683056366849,"score_spread":0.285759288285496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337401120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90782577,0.0077093393,0.026021909,0.0492573,0.00049188785,0.0009831574,0.00015967421,0.00030021727,0.007250772],"genre_scores_gemma":[0.93290937,0.021461267,0.04051779,0.0034845548,0.0005765894,0.00016351322,0.000018223744,0.00010183254,0.00076689036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9883404,0.006087732,0.00097551825,0.00086230197,0.0007118128,0.0030222659],"domain_scores_gemma":[0.98427707,0.013184698,0.00024419476,0.0004977279,0.00028257328,0.0015137256],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023104284,0.00069715036,0.0008853441,0.00047106642,0.00061246625,0.000111060814,0.0006165839,0.0017266704,0.00008387967],"category_scores_gemma":[0.02312609,0.0005691867,0.00036692838,0.0018091855,0.0014990116,0.00067057594,0.00010639381,0.002005681,0.00008638962],"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":[0.0010804022,0.0013841401,0.51168376,0.0032568567,0.0004931394,0.00043491615,0.22316012,0.0017942702,0.027732434,0.018943593,0.0021959958,0.2078404],"study_design_scores_gemma":[0.011508114,0.0029395274,0.6444031,0.0119016785,0.0013340043,0.0019334038,0.105813555,0.013198806,0.04136048,0.044919286,0.11742653,0.003261535],"about_ca_topic_score_codex":0.015909256,"about_ca_topic_score_gemma":0.022680445,"teacher_disagreement_score":0.20457886,"about_ca_system_score_codex":0.006505828,"about_ca_system_score_gemma":0.022906229,"threshold_uncertainty_score":0.9996759},"labels":[],"label_agreement":null},{"id":"W2337579556","doi":"","title":"\"I really wanted to be able to contribute something\": understanding health science student motivations to create meaningful global health experiences.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Health science; Global health; Medical education; Psychology; Study abroad; Public relations; Pedagogy; Medicine; Political science; Public health; Nursing","score_opus":0.1109852357051501,"score_gpt":0.39149571917786663,"score_spread":0.2805104834727165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337579556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84246385,0.0004930395,0.01549571,0.12939344,0.0020391713,0.0054221246,0.00008713346,0.00026763548,0.0043379012],"genre_scores_gemma":[0.9245436,0.000031467604,0.0016774122,0.07214454,0.00021226694,0.0011320178,0.000013651986,0.000016966,0.00022805178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99413216,0.0000945193,0.00075073185,0.00059908436,0.0013227338,0.003100765],"domain_scores_gemma":[0.99259377,0.00010206439,0.00017472926,0.00046975183,0.0002772738,0.006382432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059463684,0.00024978135,0.0006614063,0.00042432788,0.00092199474,0.00011408202,0.00030950457,0.000061259554,0.00002273515],"category_scores_gemma":[0.0015642663,0.00022576269,0.000071943105,0.0030542172,0.00010182822,0.00033447452,0.0002153853,0.00018598896,0.00003690336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015275968,0.0019671458,0.5721292,0.0005451407,0.00016440073,0.000046126414,0.13380018,0.00023258763,0.00009231259,0.055559557,0.18009296,0.053842794],"study_design_scores_gemma":[0.0010726266,0.00047000576,0.94880086,0.00020058091,0.000015087292,0.00004290201,0.025151225,0.000015930967,0.000131107,0.00012446634,0.023652295,0.00032289655],"about_ca_topic_score_codex":0.0018687928,"about_ca_topic_score_gemma":0.00033062432,"teacher_disagreement_score":0.37667167,"about_ca_system_score_codex":0.0070753223,"about_ca_system_score_gemma":0.0017256257,"threshold_uncertainty_score":0.99673635},"labels":[],"label_agreement":null},{"id":"W2338317836","doi":"10.1016/j.gheart.2016.01.004","title":"Training and Capacity Building in LMIC for Research in Heart and Lung Diseases: The NHLBI—UnitedHealth Global Health Centers of Excellence Program","year":2016,"lang":"en","type":"review","venue":"Global Heart","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; Fogarty International Center; National Institutes of Health","keywords":"Excellence; Mentorship; Medicine; Capacity building; Scope (computer science); Global health; Training (meteorology); Medical education; Public health; Economic growth; Nursing; Political science","score_opus":0.1952299148234238,"score_gpt":0.5158482339367381,"score_spread":0.3206183191133143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338317836","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":[0.0116487695,0.9767691,0.000009408759,0.0036041795,0.00034762445,0.006367253,0.0011004206,0.000041129195,0.00011209613],"genre_scores_gemma":[0.026837032,0.970984,0.0007434069,0.0007602743,0.00019322755,0.000397325,0.000052402494,0.000025537634,0.0000068190225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442184,0.001058409,0.0012858313,0.0008031739,0.0006072609,0.0018234659],"domain_scores_gemma":[0.99733436,0.0008544754,0.00024294532,0.00045571942,0.00013890919,0.00097359327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004365384,0.00041264127,0.00233932,0.00026844288,0.0002262425,0.000035116864,0.0001763122,0.0002992403,0.0000029498087],"category_scores_gemma":[0.00039818345,0.00027570422,0.00024409237,0.0013833645,0.0005205384,0.0000853395,0.00014300278,0.00061981566,0.0000021444675],"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":[0.00020638415,0.00023134402,0.027755436,0.04940104,0.000026004147,0.000014346846,0.00009646847,8.516628e-8,9.06118e-8,0.0006308593,0.002884766,0.91875315],"study_design_scores_gemma":[0.001425703,0.00088706537,0.015780786,0.076639794,0.000070217015,0.00048414632,0.00032621375,0.00006724354,3.6268382e-8,0.0006905718,0.90335184,0.0002763998],"about_ca_topic_score_codex":0.0034332296,"about_ca_topic_score_gemma":0.00043464656,"teacher_disagreement_score":0.91847676,"about_ca_system_score_codex":0.0017438841,"about_ca_system_score_gemma":0.003414962,"threshold_uncertainty_score":0.99996954},"labels":[],"label_agreement":null},{"id":"W2338876109","doi":"10.17269/cjph.106.5500","title":"Une ouverture sur le monde","year":2015,"lang":"fr","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Public Health Association","funders":"","keywords":"Humanities; Art","score_opus":0.05362014287671575,"score_gpt":0.3085310141259569,"score_spread":0.25491087124924117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338876109","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":[0.0010257789,0.092485555,0.00015575474,0.22065926,0.68119323,0.00038645926,0.00077723287,0.000013217415,0.003303515],"genre_scores_gemma":[0.01836414,0.0056724027,0.00034000707,0.016159415,0.941293,0.0000057089546,0.0005580118,0.00016834265,0.017438978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893568,0.0011686432,0.002680995,0.0004558201,0.0018157456,0.004521967],"domain_scores_gemma":[0.9495272,0.00088808354,0.0019344649,0.00061919953,0.004795968,0.04223509],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0142689925,0.000644944,0.0024528836,0.0014866566,0.0005321302,0.00019976191,0.000746987,0.0017426598,0.0005231936],"category_scores_gemma":[0.022127248,0.00061590463,0.00052788283,0.001362166,0.000374984,0.00050116994,0.000025715928,0.0045536025,0.00019578311],"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":[0.000049277038,0.00010895533,0.002598448,0.0011133901,0.00016901628,0.0021456543,0.0012311481,0.000008767822,1.8935438e-7,0.00087101647,0.92949265,0.06221148],"study_design_scores_gemma":[0.0028665583,0.0012379367,0.0026050892,0.0017452593,0.00005921545,0.00082270615,0.0017075754,0.000039151804,1.4264931e-7,0.000362966,0.98818517,0.00036824425],"about_ca_topic_score_codex":0.53415257,"about_ca_topic_score_gemma":0.5088774,"teacher_disagreement_score":0.60547584,"about_ca_system_score_codex":0.01506409,"about_ca_system_score_gemma":0.6205399,"threshold_uncertainty_score":0.99962926},"labels":[],"label_agreement":null},{"id":"W2339106159","doi":"10.1080/09614524.2016.1164122","title":"NGO–researcher partnerships in global health research: benefits, challenges, and approaches that promote success","year":2016,"lang":"en","type":"article","venue":"Development in Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":50,"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":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Public relations; Transparency (behavior); Political science; Solidarity; Global health; Knowledge translation; Economic growth; Health care; Knowledge management; Politics; Economics","score_opus":0.5898589869179528,"score_gpt":0.4620846431494984,"score_spread":0.12777434376845442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339106159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6916157,0.03767649,0.0000132015475,0.24248923,0.00015085598,0.0017149199,0.000009455726,0.000062053135,0.026268087],"genre_scores_gemma":[0.9716565,0.023468677,0.00306606,0.0012425621,0.00005548481,0.00016527803,0.000014455838,0.00001897784,0.00031202304],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955407,0.0010422982,0.0004930161,0.00058028224,0.0010386314,0.0013050834],"domain_scores_gemma":[0.9975211,0.0012589418,0.000114946684,0.00029695535,0.00015945817,0.0006485971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013697562,0.00018075509,0.0003776725,0.0002834707,0.00011509357,0.0000311871,0.0001440581,0.00016307228,0.000020816524],"category_scores_gemma":[0.003471877,0.0001304587,0.000018883906,0.00053829036,0.00012213962,0.00049502094,0.00018313526,0.00054239173,0.00006108297],"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":[0.0010639352,0.000618799,0.11198074,0.00051965687,0.000029620387,0.00021666671,0.0022930251,1.5268404e-7,0.0000018770743,0.012622509,0.0010186561,0.86963433],"study_design_scores_gemma":[0.0018463267,0.0001647839,0.6945422,0.0010345182,0.0000035435494,0.00014327466,0.002360927,0.000008033673,0.000050673472,0.00045970888,0.2992134,0.00017258628],"about_ca_topic_score_codex":0.00034612807,"about_ca_topic_score_gemma":0.0023883332,"teacher_disagreement_score":0.8694618,"about_ca_system_score_codex":0.0011428709,"about_ca_system_score_gemma":0.0021154615,"threshold_uncertainty_score":0.5319952},"labels":[],"label_agreement":null},{"id":"W2340163648","doi":"10.22374/cjgim.v8i1.98","title":"McMaster University Internal Medicine International Health Elective: A Survey-Based Study to Understand Achievements and Lessons Learned","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Medicine; Family medicine; Global health; Medical education; Elective surgery; Resource (disambiguation); Nursing; Public health; Surgery","score_opus":0.07902624327770465,"score_gpt":0.3574895369829256,"score_spread":0.278463293705221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340163648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.872276,0.000484332,0.0026775075,0.120034054,0.0015398765,0.0005454792,0.000033747594,0.000009022721,0.0023999487],"genre_scores_gemma":[0.9805078,0.00006902267,0.00024159774,0.013053661,0.00072004844,0.0000010270097,0.000016802833,0.000023407532,0.00536667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724007,0.0003729581,0.00081993185,0.00032175862,0.0006147482,0.00063055725],"domain_scores_gemma":[0.99509865,0.00016789083,0.00039830589,0.00017302524,0.0008314461,0.003330698],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017780734,0.00026823263,0.00078690785,0.001128415,0.0001570424,0.00003060822,0.00032184983,0.000064857406,0.0019477274],"category_scores_gemma":[0.00070590177,0.00020541486,0.00007620985,0.00037894797,0.00022392852,0.00016114072,0.000039033446,0.0005916013,0.000015508042],"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":[0.002217948,0.00023452645,0.8011136,0.00006900822,0.0005417776,0.001043341,0.0038518598,0.000028197019,0.00040222474,0.00014872281,0.15535067,0.034998108],"study_design_scores_gemma":[0.008218718,0.008739861,0.9550803,0.0013487759,0.00008958649,0.0004458833,0.006683398,0.00033894458,0.000018988447,0.00014272133,0.018685529,0.00020731955],"about_ca_topic_score_codex":0.22117512,"about_ca_topic_score_gemma":0.08804978,"teacher_disagreement_score":0.15396667,"about_ca_system_score_codex":0.0012028583,"about_ca_system_score_gemma":0.0014861409,"threshold_uncertainty_score":0.9989646},"labels":[],"label_agreement":null},{"id":"W2340469576","doi":"10.1055/s-0036-1583260","title":"The Impact Factor and Scientific Journals","year":2016,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Impact factor; Audience measurement; Scrutiny; Popularity; Medicine; Editorial board; Citation; Mandate; Notice; Quality (philosophy); Library science; Political science; Law; Computer science","score_opus":0.03738535007387964,"score_gpt":0.38318493180584207,"score_spread":0.3457995817319624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340469576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97218823,0.011672002,0.00053215516,0.013197849,0.0010344445,0.00011108033,0.0000338822,0.000017980188,0.0012123617],"genre_scores_gemma":[0.99638647,0.00159527,0.00014379252,0.00022822394,0.000619142,7.4234987e-7,4.7634006e-7,0.0000056158874,0.0010202726],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834263,0.000056513036,0.00036955898,0.0001367202,0.00045454782,0.0006400496],"domain_scores_gemma":[0.99837875,0.0000315117,0.0001610952,0.00016356853,0.00026995043,0.0009950978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010121868,0.00012700025,0.0002173088,0.00005091809,0.0007026015,0.0002789166,0.000099660065,0.000059162994,0.0003282833],"category_scores_gemma":[0.00044909143,0.00004824189,0.00016205346,0.00023295541,0.00018009644,0.00015695755,0.000036661255,0.00019017399,0.00006792916],"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":[0.00018846175,0.00005553731,0.292719,0.000010226845,0.00007183504,0.00016810375,0.00001427653,2.6211177e-7,0.0025490609,0.00029888228,0.07433636,0.629588],"study_design_scores_gemma":[0.0010179819,0.00021725909,0.90307283,0.00018056805,0.00001548831,0.006963239,0.00002147642,0.000008641001,0.000030987627,0.0015745013,0.08682683,0.00007021594],"about_ca_topic_score_codex":0.000016964534,"about_ca_topic_score_gemma":0.000007782094,"teacher_disagreement_score":0.6295178,"about_ca_system_score_codex":0.0002901652,"about_ca_system_score_gemma":0.00048186458,"threshold_uncertainty_score":0.5403914},"labels":[],"label_agreement":null},{"id":"W2340772832","doi":"10.1016/s1701-2163(16)30021-4","title":"A New Approach to Teaching Obstetric Anaesthesia in Low-Resource Areas","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Caesarean section; Resource (disambiguation); Maternal morbidity; Pregnancy; Nursing; Intensive care medicine; Medical emergency","score_opus":0.020683111402524122,"score_gpt":0.25399561555968037,"score_spread":0.23331250415715624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340772832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97004354,0.007300667,0.00026352942,0.0017529569,0.0038453285,0.00023875479,0.0000027992478,0.000005610214,0.016546795],"genre_scores_gemma":[0.9936452,0.000025799032,0.0024958816,0.0033435437,0.00005721989,0.0000012921461,0.0000021705682,0.000011912453,0.00041699072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825984,0.00010416267,0.0005781666,0.00016342562,0.0004487388,0.000445655],"domain_scores_gemma":[0.9969407,0.0008916902,0.00021880194,0.00014086632,0.00018095513,0.0016270353],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008163445,0.00013617358,0.00053971703,0.00069664896,0.000047114754,0.00001593059,0.00012069168,0.00012841522,0.000014790494],"category_scores_gemma":[0.011743889,0.00011320535,0.00005030388,0.00083691085,0.000015186257,0.000054316683,0.00003397641,0.0005770827,0.0000014474922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005707769,0.00022286516,0.62011236,0.000096771306,0.00004150723,0.005969616,0.00042854698,0.0004359686,8.9133863e-7,0.00027267056,0.08779333,0.2845684],"study_design_scores_gemma":[0.004398658,0.00064884045,0.7680702,0.000036149464,0.000053772597,0.000643782,0.001459233,0.00031138185,0.0000026127434,0.00008788022,0.22409156,0.00019590922],"about_ca_topic_score_codex":0.029249681,"about_ca_topic_score_gemma":0.0071770586,"teacher_disagreement_score":0.28437248,"about_ca_system_score_codex":0.0017452352,"about_ca_system_score_gemma":0.0057535386,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W2344252348","doi":"10.1016/j.jss.2016.04.042","title":"Humanitarian skill set acquisition trends among graduating US surgical residents, 2004-2014","year":2016,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Specialty; Graduate medical education; Medicine; Accreditation; Resource (disambiguation); Medical education; Curriculum; Work (physics); Orthopedic surgery; Case mix index; General surgery; Surgery; Family medicine; Nursing; Psychology; Engineering","score_opus":0.07910276118088998,"score_gpt":0.43005069580739946,"score_spread":0.3509479346265095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344252348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97572845,0.0012643916,0.000014863231,0.011772816,0.00032566197,0.00013104023,0.000015337586,0.000020481213,0.010726929],"genre_scores_gemma":[0.9917112,0.0015247089,0.00007294721,0.000093198876,0.0016336918,0.0000046332007,0.000009698874,0.000026014008,0.00492392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99390066,0.00084178743,0.0011059834,0.00029379124,0.0026912694,0.0011665244],"domain_scores_gemma":[0.99466234,0.002071505,0.0002822179,0.00030990547,0.001275356,0.0013986994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008779796,0.00018334515,0.00065671705,0.00091179105,0.00028808755,0.000064191336,0.00023590533,0.00024640895,0.0026575592],"category_scores_gemma":[0.0009627148,0.000107512045,0.00038531667,0.0006842928,0.0003387767,0.00033191015,0.000102454425,0.0010879325,0.00020755659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008249757,0.000844,0.59951955,0.00021873784,0.00018284789,0.040283717,0.0002134857,0.0000040379423,0.00050791824,0.0024623973,0.25265142,0.09486214],"study_design_scores_gemma":[0.009298495,0.0022722683,0.8251813,0.0018491724,0.000053799722,0.0056464085,0.00020570937,0.000037589558,0.00032973665,0.0022563431,0.1525983,0.0002708471],"about_ca_topic_score_codex":0.00024452785,"about_ca_topic_score_gemma":0.000029543824,"teacher_disagreement_score":0.22566178,"about_ca_system_score_codex":0.00047494695,"about_ca_system_score_gemma":0.00045969512,"threshold_uncertainty_score":0.9982541},"labels":[],"label_agreement":null},{"id":"W2346751576","doi":"10.1097/00042871-200701010-00495","title":"INTERNATIONAL HEALTH EDUCATION: MOVING MEDICAL STUDENTS FROM PASSION TO SKILL.","year":2007,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Passion; Medical education; Medicine; Psychology; Social psychology","score_opus":0.037077142566757586,"score_gpt":0.41604335803873316,"score_spread":0.37896621547197556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346751576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6654865,0.0010473541,0.0017377042,0.32492015,0.003978366,0.0002023761,0.0000033084114,0.000013322193,0.0026109286],"genre_scores_gemma":[0.8687633,0.0003697389,0.004880253,0.12030775,0.005264075,0.0000023458733,0.000025423846,0.000015628699,0.00037147975],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9952262,0.000112924994,0.0012929499,0.00018147573,0.0028247677,0.0003617017],"domain_scores_gemma":[0.99502456,0.00036614368,0.0006266189,0.0001544638,0.00087988435,0.0029483028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046971473,0.0001609489,0.0006078847,0.00045315342,0.000078321624,0.000010372661,0.00033226665,0.00009716888,0.0007829159],"category_scores_gemma":[0.0068836613,0.00010749218,0.00008474017,0.00039452166,0.0002695669,0.00010629338,0.00007495827,0.0005854332,0.000024993009],"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":[0.0007622118,0.00071778666,0.3355761,0.000090197216,0.00019614087,0.0004938655,0.004507201,0.0000013926197,0.0011280417,0.0007346943,0.45653278,0.19925961],"study_design_scores_gemma":[0.0024855374,0.0015764363,0.82954675,0.0062469896,0.000037651203,0.00046677236,0.0034957186,0.000013981574,0.00083100994,0.0018551744,0.15332241,0.00012155141],"about_ca_topic_score_codex":0.0003638118,"about_ca_topic_score_gemma":0.00003169442,"teacher_disagreement_score":0.4939707,"about_ca_system_score_codex":0.00043655786,"about_ca_system_score_gemma":0.002143894,"threshold_uncertainty_score":0.85723805},"labels":[],"label_agreement":null},{"id":"W2356323712","doi":"","title":"Focus on Asia: The trend of Human Sciences in Overseas Countries--A View from IAR, UBC","year":2003,"lang":"en","type":"article","venue":"Shijie dili yanjiu","topic":"Global Health and Surgery","field":"Medicine","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":"Context (archaeology); Political science; Regional science; Focus (optics); Southeast asia; Geography; Central asia; Economic growth; Library science; Sociology; Ethnology; Economics; Archaeology","score_opus":0.03458913232509736,"score_gpt":0.33329988183646814,"score_spread":0.2987107495113708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356323712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86450726,0.003042297,0.0000012489434,0.0016353371,0.00029511904,0.00028016532,0.000045525896,0.000019435924,0.13017361],"genre_scores_gemma":[0.9977087,0.00020619125,0.000024266581,0.0017482874,0.00006082091,0.000009428798,0.000012159169,0.000008515163,0.00022162567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983316,0.00014562468,0.00036731473,0.00026744977,0.00047138365,0.00041660373],"domain_scores_gemma":[0.999095,0.00032269038,0.00009900658,0.0003209645,0.000033548135,0.00012876345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573965,0.00014051497,0.00036882938,0.00010535409,0.00014301679,0.000013352666,0.00012507835,0.000084551175,0.00044580616],"category_scores_gemma":[0.00028292183,0.000089753936,0.00009497541,0.00043177253,0.00029235694,0.0000549351,0.000015590873,0.00019538162,0.000035950663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006372995,0.0009977953,0.6686392,0.00035100954,0.00007968885,0.0002809822,0.0015506638,0.000013383097,0.0005456135,0.28012627,0.03479072,0.011987372],"study_design_scores_gemma":[0.004213215,0.0014647417,0.69093883,0.0010981543,0.000120402794,0.000024267072,0.0024093885,0.000038774288,0.0041519636,0.018452311,0.27667335,0.00041463057],"about_ca_topic_score_codex":0.0017140831,"about_ca_topic_score_gemma":0.0013933523,"teacher_disagreement_score":0.26167396,"about_ca_system_score_codex":0.000081292426,"about_ca_system_score_gemma":0.00031299033,"threshold_uncertainty_score":0.4881265},"labels":[],"label_agreement":null},{"id":"W2370713741","doi":"10.18192/uojm.v6i1.1387","title":"Going Blind in Nepal","year":2016,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Humanities; Medicine; History; Political science; Art","score_opus":0.017977360170300053,"score_gpt":0.2619008358802692,"score_spread":0.24392347570996914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370713741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671629,0.00070733594,0.0007318009,0.02168344,0.00028434134,0.00006752162,0.000001630213,0.000004220656,0.009356825],"genre_scores_gemma":[0.9974643,0.00053742283,0.00061033,0.0003592057,0.0001791392,4.8254916e-9,4.1966257e-7,0.000003470336,0.00084570324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990544,0.000044653225,0.00032905373,0.0000671756,0.00032170673,0.0001830489],"domain_scores_gemma":[0.9989557,0.00018874345,0.00027638266,0.00009172435,0.00021474493,0.0002726621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008526801,0.00006381153,0.000404201,0.0003777868,0.00002119026,4.0492847e-7,0.000091454815,0.000061096645,0.0004778534],"category_scores_gemma":[0.0004015621,0.000041054875,0.00007445915,0.00018579554,0.0001851335,0.000086193606,0.000014656271,0.00014849655,0.000009438958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032514546,0.00025478267,0.8552634,0.00021752811,0.00009023259,0.0038389573,0.00080091495,0.0000021102437,0.0058446685,0.0016428855,0.057480287,0.071312785],"study_design_scores_gemma":[0.041044228,0.0024714104,0.6491738,0.005753134,0.00018859346,0.0013735639,0.0019914676,0.000028633998,0.00030297218,0.00037810102,0.29715672,0.00013741101],"about_ca_topic_score_codex":0.00009057769,"about_ca_topic_score_gemma":0.000048357124,"teacher_disagreement_score":0.23967643,"about_ca_system_score_codex":0.00010532408,"about_ca_system_score_gemma":0.00022498658,"threshold_uncertainty_score":0.52321595},"labels":[],"label_agreement":null},{"id":"W2379850946","doi":"","title":"Global Health in Canadian Medical Education: Current Practices and Opportunities","year":2008,"lang":"en","type":"article","venue":"Fudan jiaoyu luntan","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Curriculum; Globalization; Health care; Political science; International health; Medical school; Health policy; Public relations; Medical education; Medicine","score_opus":0.07018044407842018,"score_gpt":0.4007542779925727,"score_spread":0.3305738339141525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379850946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78351223,0.022330573,0.0000021813162,0.15376836,0.0014431853,0.00041179886,0.000057588557,0.00004459041,0.038429484],"genre_scores_gemma":[0.9545873,0.010774873,0.000084989886,0.03358806,0.0004323296,0.000019460686,0.00009732255,0.000009018031,0.00040669178],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983538,0.00009620623,0.00034976975,0.00022693409,0.00035640638,0.00061688654],"domain_scores_gemma":[0.9963441,0.000039979495,0.00013867619,0.00017398667,0.0000759434,0.0032273356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059455674,0.00012391033,0.0002861663,0.00014809002,0.00015469886,0.000010439931,0.00006481649,0.000095545474,0.00048087523],"category_scores_gemma":[0.00057980494,0.00011653844,0.000028721937,0.00020812017,0.00011471027,0.00010541126,0.000018570952,0.00023687833,0.000023181232],"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":[0.00006328042,0.00021697102,0.62031513,0.00021314938,0.000007622427,0.00038336567,0.0004530291,5.826223e-8,4.7549772e-8,0.005415294,0.18010604,0.192826],"study_design_scores_gemma":[0.00034038877,0.00008563064,0.34457654,0.00020412833,0.000004535553,0.0016620758,0.00048960256,0.0000338972,1.1603287e-7,0.000095011455,0.6524304,0.00007763612],"about_ca_topic_score_codex":0.30278832,"about_ca_topic_score_gemma":0.47079068,"teacher_disagreement_score":0.47232437,"about_ca_system_score_codex":0.0006725098,"about_ca_system_score_gemma":0.034752343,"threshold_uncertainty_score":0.9707197},"labels":[],"label_agreement":null},{"id":"W2390524166","doi":"10.1016/s2214-109x(16)30082-1","title":"Tracking perioperative mortality and maternal mortality: challenges and opportunities","year":2016,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Perioperative; MEDLINE; Medicine; Intensive care medicine; Political science; Surgery","score_opus":0.24130231820460438,"score_gpt":0.4169446908720492,"score_spread":0.17564237266744484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390524166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88792384,0.02102279,0.000018478673,0.08500595,0.00017466245,0.00028057906,0.00014001492,0.000065825894,0.0053678406],"genre_scores_gemma":[0.9074963,0.080257095,0.00003983712,0.011694732,0.00038985637,0.000011289229,0.0000033741296,0.000007112519,0.000100448226],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984362,0.00018647026,0.00029078065,0.00025164516,0.00024711626,0.000587781],"domain_scores_gemma":[0.99903727,0.00007219346,0.00009601508,0.0002829622,0.000060474016,0.0004511093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011449995,0.00015839201,0.00053210853,0.000015910236,0.00018447536,0.000022767834,0.00006373452,0.00005738899,0.000020842057],"category_scores_gemma":[0.00005131164,0.000081072874,0.000031601197,0.000033789234,0.00024712735,0.00010239733,0.000053032083,0.00010314709,0.0000053290732],"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":[0.00030709468,0.000047356327,0.37863716,0.00073562545,0.000098863755,0.00009171834,0.00092970027,5.375451e-8,0.000012935079,0.08603633,0.0011971656,0.531906],"study_design_scores_gemma":[0.00083621783,0.00019223207,0.9853728,0.000329902,0.000022871662,0.0002578008,0.00058515696,0.000010470983,0.000007748655,0.0021506965,0.010146482,0.000087631364],"about_ca_topic_score_codex":0.000901012,"about_ca_topic_score_gemma":0.00065934705,"teacher_disagreement_score":0.60673565,"about_ca_system_score_codex":0.0001392784,"about_ca_system_score_gemma":0.00031122135,"threshold_uncertainty_score":0.3306056},"labels":[],"label_agreement":null},{"id":"W2392678254","doi":"10.12927/hcpol.2016.24452","title":"Beyond Pilots: Scaling and Spreading Innovation in Healthcare","year":2015,"lang":"en","type":"editorial","venue":"Healthcare policy","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"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":"Health care; Scaling; Computer science; Business; Political science; Mathematics","score_opus":0.03713084239361485,"score_gpt":0.3984533048529942,"score_spread":0.3613224624593793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392678254","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":[0.023080392,0.020752572,0.000007865035,0.14025213,0.80809766,0.0025874441,0.0010469648,0.00035220117,0.0038227693],"genre_scores_gemma":[0.100948565,0.0033059283,0.00030279192,0.013920355,0.87798196,0.0001198474,0.0027243784,0.00015970474,0.000536463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944879,0.0002923772,0.0016687321,0.0008319212,0.0012114818,0.0015075969],"domain_scores_gemma":[0.9955878,0.0005121969,0.00053012837,0.0005678974,0.001597251,0.0012046857],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002453977,0.00052451855,0.0013930931,0.0020846059,0.00017202296,0.0000480098,0.000128987,0.0017523832,0.0000053880603],"category_scores_gemma":[0.006163548,0.00053244655,0.000074456126,0.002253391,0.000095045085,0.00013266654,0.00011578727,0.002353468,0.000034132816],"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":[0.0005209853,0.00007025908,0.007235013,0.008099065,0.000016397333,0.00013158354,0.00075325463,4.563534e-7,0.000002554581,0.006765563,0.9481124,0.028292438],"study_design_scores_gemma":[0.0023523252,0.0006452558,0.0034567132,0.0037311714,0.000027812848,0.0000815149,0.00030950483,0.000037329366,0.0000037839186,0.010523968,0.97830003,0.00053059665],"about_ca_topic_score_codex":0.08612644,"about_ca_topic_score_gemma":0.0031453718,"teacher_disagreement_score":0.12633176,"about_ca_system_score_codex":0.0025476147,"about_ca_system_score_gemma":0.01239427,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2396266486","doi":"10.1093/crival/vaw009","title":"Pathology in Southwest Uganda","year":2016,"lang":"en","type":"article","venue":"Critical Values","topic":"Global Health and Surgery","field":"Medicine","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; Pathology","score_opus":0.03335160926458267,"score_gpt":0.3531420792025377,"score_spread":0.319790469937955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396266486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711237,0.00046729823,0.00031232176,0.018932663,0.00035543318,0.000079093574,0.00001124164,0.000051730494,0.008666547],"genre_scores_gemma":[0.99606997,0.000032423493,0.00026530074,0.0031580417,0.00014373029,0.0000072274156,0.0000016321301,0.000006500737,0.00031516512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914056,0.000049414884,0.00017481581,0.00015272938,0.00010259394,0.00037986098],"domain_scores_gemma":[0.99913514,0.00043254194,0.000005831558,0.00013357142,0.000051151572,0.00024179534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023982409,0.00006160453,0.0001899102,0.000050747843,0.000022216404,0.0000031936738,0.00002781658,0.00008361136,0.00026801525],"category_scores_gemma":[0.0021160073,0.00003696701,0.000040754017,0.00006304272,0.00017752219,0.00003239147,0.000011611132,0.00007573558,0.00041035624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033879466,0.00035357152,0.89081275,0.00024105601,0.0000051710854,0.0023095093,0.00019900542,2.6794035e-8,0.0036310535,0.057361346,0.008087778,0.03665993],"study_design_scores_gemma":[0.0016061387,0.0003330188,0.95834935,0.0003954788,0.000020759924,0.00029063676,0.00017924147,0.0000072520666,0.0010641399,0.025357116,0.012252225,0.00014463163],"about_ca_topic_score_codex":0.000019682453,"about_ca_topic_score_gemma":0.0000061518867,"teacher_disagreement_score":0.0675366,"about_ca_system_score_codex":0.000032635155,"about_ca_system_score_gemma":0.000069410184,"threshold_uncertainty_score":0.52744365},"labels":[],"label_agreement":null},{"id":"W2396999608","doi":"10.1016/s0849-5831(16)31316-7","title":"Appropriate Perinatal Technology: A World Health Organization Perspective","year":2001,"lang":"en","type":"article","venue":"Journal SOGC","topic":"Global Health and Surgery","field":"Medicine","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":"Coalition for Research in Women's Health; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Perspective (graphical); Medicine; Intensive care medicine; Computer science; Artificial intelligence","score_opus":0.011474175697332029,"score_gpt":0.3082157853296899,"score_spread":0.29674160963235785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396999608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81623757,0.0029364107,0.0016782001,0.16577236,0.00082641747,0.00035773785,0.0000034660545,0.00021830952,0.011969519],"genre_scores_gemma":[0.99176294,0.00093802647,0.0011996581,0.0033535517,0.000499482,0.0000019887461,0.0000033168321,0.000019891786,0.0022211762],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998928,0.00003119998,0.00026916718,0.00013817292,0.00022586345,0.0004075613],"domain_scores_gemma":[0.9989746,0.000015202412,0.00014409416,0.00011903387,0.00038392138,0.00036314307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034345765,0.00009551916,0.00024699484,0.0003623074,0.00026920615,0.000023397728,0.000057172136,0.00007016911,0.00027589657],"category_scores_gemma":[0.0003524422,0.00007648137,0.00005157281,0.0012058881,0.00003843939,0.00008039104,0.000021992884,0.00050653715,0.00010176829],"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":[0.00095426454,0.00086519273,0.7608207,0.00021667386,0.00019914012,0.002908977,0.0021754855,0.000014671877,0.0005637807,0.027128523,0.046408657,0.15774393],"study_design_scores_gemma":[0.005744099,0.001694951,0.38542312,0.00077150896,0.00008504342,0.046575874,0.010607305,0.00023452233,0.0003620335,0.01891479,0.52901787,0.00056887197],"about_ca_topic_score_codex":0.00005781185,"about_ca_topic_score_gemma":0.000026587624,"teacher_disagreement_score":0.4826092,"about_ca_system_score_codex":0.0006428897,"about_ca_system_score_gemma":0.00054111873,"threshold_uncertainty_score":0.31188196},"labels":[],"label_agreement":null},{"id":"W2398393637","doi":"","title":"Research for the Developing World: Public Funding from Australia, Canada, and the UK","year":2015,"lang":"en","type":"book","venue":"RePEc: Research Papers in Economics","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Government (linguistics); Developing country; Corporate governance; Productivity; Incentive; Diplomacy; International development; Economic growth; Public relations; Public administration; Business; Economics; Finance","score_opus":0.17940129698503487,"score_gpt":0.4063861674363513,"score_spread":0.22698487045131643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398393637","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":[0.04282562,0.007191685,0.0000041151106,0.0519306,0.0020902422,0.008068603,0.00065555546,0.000041222338,0.88719237],"genre_scores_gemma":[0.070512585,0.00931483,0.00023266632,0.0014713752,0.0016588457,0.00064533745,0.00026648326,0.00010356851,0.9157943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954099,0.0004522882,0.0007337009,0.0006926851,0.0008607646,0.0018506659],"domain_scores_gemma":[0.98497033,0.012649958,0.0001418245,0.00091492117,0.0006372558,0.00068571925],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01457038,0.00027919508,0.00076539535,0.00060473144,0.0006726994,0.00019256386,0.0005768052,0.00033128762,0.00012817966],"category_scores_gemma":[0.0031969948,0.00018292443,0.0001166435,0.00029208066,0.0010202922,0.000058783728,0.0004051123,0.0025884598,0.000009804418],"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":[0.0034720774,0.000047831036,0.015791966,0.0009950324,0.00075258873,0.00022801933,0.0006413233,0.000026478321,0.0000021375604,0.050621778,0.63021106,0.29720974],"study_design_scores_gemma":[0.0015847067,0.00004417915,0.0034924604,0.00039235523,0.000016932629,0.000017053544,0.00075016386,0.00030427965,0.0000011845199,0.007479596,0.98572737,0.00018972014],"about_ca_topic_score_codex":0.24035949,"about_ca_topic_score_gemma":0.8839501,"teacher_disagreement_score":0.6435906,"about_ca_system_score_codex":0.0061559947,"about_ca_system_score_gemma":0.023128679,"threshold_uncertainty_score":0.9997126},"labels":[],"label_agreement":null},{"id":"W2399029584","doi":"10.1017/s0317167100051738","title":"Navigating an International Research Elective in a Resource-Poor Setting","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Poverty; Socioeconomics; Human immunodeficiency virus (HIV); Geography; Population; Economic growth; Human Development Index; Democracy; Demography; Medicine; Political science; Human development (humanity); Environmental health; Sociology; Virology; Economics","score_opus":0.060794655892603355,"score_gpt":0.3895746267519952,"score_spread":0.32877997085939187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399029584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977004,0.0001851002,0.0000026983344,0.016128719,0.0010436532,0.00016923597,0.000005379189,0.000012903518,0.0054483265],"genre_scores_gemma":[0.9901858,0.000070720605,0.0023755324,0.006722752,0.0006220979,0.0000027756823,5.1790965e-7,0.000009702559,0.000010103334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940541,0.0012809281,0.00094061234,0.00053741405,0.0012496135,0.001937345],"domain_scores_gemma":[0.9943794,0.0010158379,0.00045408195,0.00014519026,0.0008962889,0.0031091995],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0177122,0.00022099138,0.00043015016,0.0010494835,0.0022707314,0.0005495086,0.0015380722,0.00024404134,0.00016944937],"category_scores_gemma":[0.010533343,0.0001547438,0.00015137719,0.002001698,0.00524203,0.0010918244,0.00006383939,0.00550147,0.0000033645374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017527949,0.000047440506,0.97223026,0.000005062744,0.0000046637933,0.009036927,0.00047255258,0.00023734957,0.00023509497,0.0006386633,0.0003976242,0.016519101],"study_design_scores_gemma":[0.00069530396,0.059362844,0.8283968,0.00017298067,0.000015053475,0.07612754,0.0015481196,0.0043227295,0.00019394823,0.014465024,0.0143678095,0.00033188524],"about_ca_topic_score_codex":0.003131575,"about_ca_topic_score_gemma":0.15159416,"teacher_disagreement_score":0.14846258,"about_ca_system_score_codex":0.00032155198,"about_ca_system_score_gemma":0.006010837,"threshold_uncertainty_score":0.99962413},"labels":[],"label_agreement":null},{"id":"W2400157400","doi":"10.1177/1468018115599820","title":"Stretching health diplomacy beyond ‘Global’ problem solving: Bringing the regional normative dimension in","year":2015,"lang":"en","type":"article","venue":"Global Social Policy","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Pan American Health Organization; Economic and Social Research Council; Public Health Agency of Canada; Bill and Melinda Gates Foundation","keywords":"Diplomacy; Conceptualization; Normative; Dimension (graph theory); Political science; Political economy; Global governance; Globalization; Sociology; Law; Politics; Computer science","score_opus":0.038872425107107186,"score_gpt":0.3741237755338226,"score_spread":0.3352513504267154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400157400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85627013,0.0010945441,0.000032695465,0.08999523,0.00023381853,0.0007678365,0.00007748655,0.0001387074,0.05138954],"genre_scores_gemma":[0.9779084,0.000045809975,0.00029505906,0.020521527,0.0011131081,0.000012252803,0.000043020616,0.000011972188,0.000048875965],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971995,0.00023551074,0.0005473638,0.00029068862,0.0006399524,0.0010869923],"domain_scores_gemma":[0.9987806,0.000023206767,0.00022562279,0.00018151048,0.00014691924,0.0006421535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009390332,0.00023362951,0.00046793724,0.00006888978,0.00039648946,0.000041307037,0.00014970284,0.00012839411,0.000004952678],"category_scores_gemma":[0.00027756122,0.00018325633,0.00013633368,0.0010497422,0.00013628395,0.0001624519,0.00014504592,0.0003233998,0.00004637928],"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":[0.0011324406,0.0008102482,0.18095602,0.00057086925,0.00015388228,0.00017394949,0.025327923,0.00016615813,0.00001042936,0.20372473,0.3440567,0.24291664],"study_design_scores_gemma":[0.0047334,0.00037897096,0.8374086,0.00052399456,0.000039200037,0.00030949604,0.008557712,0.00083141954,0.0000039230795,0.1244665,0.022219043,0.0005277501],"about_ca_topic_score_codex":0.051734917,"about_ca_topic_score_gemma":0.0007773834,"teacher_disagreement_score":0.65645254,"about_ca_system_score_codex":0.0028834636,"about_ca_system_score_gemma":0.0026469685,"threshold_uncertainty_score":0.95457965},"labels":[],"label_agreement":null},{"id":"W2403632689","doi":"","title":"Surgery and global health: a mandate for training, research, and service--a faculty perspective from the UCSF.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Mandate; Perspective (graphical); Training (meteorology); Service (business); Medical education; Medicine; Political science; Business; Computer science; Geography; Marketing; Law","score_opus":0.18485350896633115,"score_gpt":0.39700314525070396,"score_spread":0.2121496362843728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403632689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8674627,0.005743869,0.000024693136,0.121816054,0.00019220865,0.0018662291,0.00081502687,0.00005342543,0.0020257984],"genre_scores_gemma":[0.9905473,0.00022464273,0.000108695174,0.0074645285,0.0004998796,0.0007389444,0.00018033228,0.00001254855,0.00022311481],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981189,0.00010278948,0.0002549188,0.0003464075,0.00028934248,0.0008876421],"domain_scores_gemma":[0.99830633,0.00077091315,0.000064777625,0.0001717146,0.0002623662,0.00042388472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018150788,0.000121344165,0.00034773524,0.000043522174,0.00030176723,0.000046372636,0.00004948714,0.000075956945,0.000004274512],"category_scores_gemma":[0.00040104275,0.00008278923,0.00005148058,0.00027797683,0.00013834666,0.000057621364,0.00004186896,0.00016302595,0.0000022626741],"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":[0.0022755675,0.00024158949,0.3312544,0.00038635256,0.00013104989,0.000049177022,0.0020863877,4.5880893e-7,0.0000018589288,0.008478768,0.35812446,0.29696992],"study_design_scores_gemma":[0.00086239254,0.000038074046,0.9232951,0.000036687197,0.000013999024,0.00003339963,0.0019696206,0.000028662353,0.0000025521306,0.01358702,0.060062382,0.00007012836],"about_ca_topic_score_codex":0.0163721,"about_ca_topic_score_gemma":0.0044212164,"teacher_disagreement_score":0.59204066,"about_ca_system_score_codex":0.00023212543,"about_ca_system_score_gemma":0.00030215128,"threshold_uncertainty_score":0.990178},"labels":[],"label_agreement":null},{"id":"W2403716937","doi":"10.1016/s2213-8587(16)30096-1","title":"Supporting research leadership in Africa","year":2016,"lang":"en","type":"letter","venue":"The Lancet Diabetes & Endocrinology","topic":"Global Health and Surgery","field":"Medicine","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":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Capacity building; General partnership; Scopus; Medicine; Health care; Public relations; Medical education; Multidisciplinary approach; Political science; MEDLINE; Social science; Sociology","score_opus":0.3142364555807402,"score_gpt":0.40539834102066996,"score_spread":0.09116188543992976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403716937","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":[0.021932743,0.004601851,4.3717068e-7,0.9496589,0.0006672333,0.0005975072,0.000040786956,0.000115773895,0.022384824],"genre_scores_gemma":[0.080683574,0.0005055965,0.00004207116,0.89508015,0.012822512,0.00024839517,0.00009985915,0.000072885916,0.010444931],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98632705,0.0010312534,0.0006070906,0.0005910078,0.00056033046,0.010883272],"domain_scores_gemma":[0.9955362,0.002924166,0.00016554267,0.0010916175,0.0001476491,0.0001348437],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004137798,0.00031410213,0.001287478,0.0004906658,0.00014600837,0.000019183506,0.00058721384,0.0006314756,0.00038179563],"category_scores_gemma":[0.0012334503,0.00018782912,0.00015523865,0.00040273697,0.000589623,0.000035763078,0.00020848821,0.005223143,0.0009385424],"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":[0.00006825217,0.000015517595,0.036611963,0.0007018251,0.000048033675,0.0017263668,0.00010386792,2.862062e-8,0.00011196121,0.00021652297,0.9502998,0.010095885],"study_design_scores_gemma":[0.0008834586,0.00016133495,0.0049008233,0.00050169084,0.000027745125,0.000072710885,0.00008979053,0.0000026437924,0.0001779893,0.0032435784,0.9897552,0.00018299575],"about_ca_topic_score_codex":0.00005807572,"about_ca_topic_score_gemma":0.000015627109,"teacher_disagreement_score":0.058750834,"about_ca_system_score_codex":0.0002501274,"about_ca_system_score_gemma":0.0003520793,"threshold_uncertainty_score":0.99983937},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2404044125","doi":"","title":"HUMAN-CENTERED PHONE OXIMETER INTERFACE DESIGN FOR THE OPERATING ROOM - Pulse Oximeter Interfaced to a Mobile Device for Anesthesia Monitoring in the Developing World","year":2011,"lang":"en","type":"article","venue":"International Conference on Health Informatics","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"","keywords":"Usability; Mobile phone; Phone; Computer science; Human–computer interaction; Interface (matter); User interface; Multimedia; Resource (disambiguation); Telecommunications; Operating system; Computer network","score_opus":0.28429229004632256,"score_gpt":0.4245223208114535,"score_spread":0.14023003076513096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404044125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63307446,0.00020125217,0.32919186,0.020568445,0.0016635366,0.013361845,0.000056681307,0.00011441763,0.0017674965],"genre_scores_gemma":[0.9308396,0.000030884657,0.053848136,0.012971075,0.00013904173,0.0019784505,0.00001837263,0.000022618424,0.00015180532],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99737763,0.000100213605,0.0013288198,0.00019328037,0.0003869452,0.00061308057],"domain_scores_gemma":[0.9980381,0.0006534064,0.0003528323,0.0003157996,0.0004585053,0.00018133796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021710384,0.0002541909,0.00037893647,0.00029160886,0.00028015068,0.00012813459,0.00053921464,0.00007068256,0.000052052106],"category_scores_gemma":[0.00029420468,0.00016392319,0.00009385577,0.000246968,0.000030215997,0.00023777933,0.00005884298,0.0003230702,0.000034526285],"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":[0.018095005,0.003274662,0.01976835,0.008250936,0.0012007492,0.00007003008,0.30419663,0.0048226463,0.0022870558,0.042929273,0.038693696,0.55641097],"study_design_scores_gemma":[0.027213644,0.020450762,0.059629396,0.025095861,0.00030564654,0.0008090057,0.12586081,0.50750625,0.04165444,0.004855116,0.18265942,0.0039596534],"about_ca_topic_score_codex":0.00019441037,"about_ca_topic_score_gemma":0.000101787016,"teacher_disagreement_score":0.5524513,"about_ca_system_score_codex":0.00038726372,"about_ca_system_score_gemma":0.00038377166,"threshold_uncertainty_score":0.66845936},"labels":[],"label_agreement":null},{"id":"W2407994826","doi":"","title":"A survey of Canadian general surgery residents' interest in international surgery.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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; Mandate; International community; Health care; Medical education; Law; Political science","score_opus":0.13970084565608856,"score_gpt":0.28317835738217706,"score_spread":0.1434775117260885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407994826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939002,0.00029329042,7.5126286e-7,0.0015413848,0.0011543953,0.00026467966,0.000066499495,0.000014744975,0.0027640492],"genre_scores_gemma":[0.99730027,0.00046187796,0.000011215142,0.0010344584,0.00011501628,0.000119566044,0.00019650708,0.0000131762745,0.0007479348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982411,0.0001335041,0.0005829073,0.00019582514,0.00021388847,0.00063276436],"domain_scores_gemma":[0.9983412,0.00056363933,0.00009911195,0.00019165094,0.00017996208,0.0006244104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017395662,0.00010513378,0.00043771844,0.0015880988,0.000029013463,0.000005388037,0.00007930723,0.000092366055,0.000085030006],"category_scores_gemma":[0.002683943,0.00010374445,0.00010851912,0.0008370845,0.000064551816,0.00007275498,0.000020784517,0.00014402323,0.0000138464475],"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":[0.00016071535,0.00005594416,0.9252803,0.00002844952,0.00001830524,0.00041287296,0.00002465471,6.060144e-7,0.0000010247658,0.000016376416,0.06270726,0.011293542],"study_design_scores_gemma":[0.00021006638,0.0000030889912,0.99491686,0.0000362939,0.000002915177,0.00009311245,0.00000609509,0.000013207003,0.00004284588,0.000008151934,0.004588877,0.000078493795],"about_ca_topic_score_codex":0.7305488,"about_ca_topic_score_gemma":0.64802796,"teacher_disagreement_score":0.08252086,"about_ca_system_score_codex":0.00025142197,"about_ca_system_score_gemma":0.00095756963,"threshold_uncertainty_score":0.4230576},"labels":[],"label_agreement":null},{"id":"W2408452668","doi":"10.1097/bot.0000000000000409","title":"Developing Orthopaedic Trauma Capacity in Uganda","year":2015,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Rehabilitation; Multidisciplinary approach; Orthopedic surgery; General partnership; Capacity building; Nursing; Medical emergency; Medical education; Physical therapy; Surgery","score_opus":0.16664497716987678,"score_gpt":0.37695290766235806,"score_spread":0.21030793049248128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408452668","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":[0.008089126,0.9859259,0.00008419581,0.00033511082,0.002728527,0.000889322,0.000042819775,0.000044558885,0.0018604285],"genre_scores_gemma":[0.0012905836,0.9938797,0.0020541442,0.0005055448,0.001925432,0.000023015085,0.000049329734,0.00011593821,0.0001563179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915221,0.0005704358,0.004373998,0.00051755406,0.0017771256,0.0012388235],"domain_scores_gemma":[0.9943119,0.00041846672,0.0023270384,0.0005067726,0.00079656014,0.0016392175],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0056983684,0.00086731644,0.005846965,0.0017532284,0.000095179734,0.000043721586,0.00042203342,0.000985795,0.0001297782],"category_scores_gemma":[0.0010794841,0.00063553685,0.0022580854,0.0016138154,0.00017728606,0.00026792946,0.00006421853,0.0031328558,0.00007780091],"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":[0.00019992267,0.00022064909,0.0027393643,0.019698825,0.00022010822,0.0034832389,0.00012209309,5.85725e-7,4.837764e-8,0.00006440269,0.0049193725,0.9683314],"study_design_scores_gemma":[0.0032041313,0.00053721515,0.0027247542,0.04639367,0.0010074851,0.011100329,0.00010108785,0.0000015950542,4.4133915e-7,0.00007864123,0.9343614,0.00048923003],"about_ca_topic_score_codex":0.00005948987,"about_ca_topic_score_gemma":0.00008370277,"teacher_disagreement_score":0.96784216,"about_ca_system_score_codex":0.0016422435,"about_ca_system_score_gemma":0.007138655,"threshold_uncertainty_score":0.9996096},"labels":[],"label_agreement":null},{"id":"W2409352372","doi":"10.1097/bot.0000000000000407","title":"Building the Capacity to Manage Orthopaedic Trauma After a Catastrophe in a Low-Income Country","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Orthopedic surgery; Medical emergency; Surgery","score_opus":0.02305659959359193,"score_gpt":0.2856062442018699,"score_spread":0.262549644608278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409352372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911314,0.002249491,0.0005132059,0.0033878596,0.0013307275,0.0005061958,0.000032793952,0.000028929178,0.000819358],"genre_scores_gemma":[0.9925113,0.000066476765,0.0024762568,0.0037604896,0.0010479853,0.00002536538,0.0000029322148,0.000039712468,0.00006949012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957718,0.00023235094,0.0014147491,0.00029885687,0.0013637097,0.0009184788],"domain_scores_gemma":[0.99707276,0.00018798235,0.00042182746,0.00045081516,0.00034684053,0.0015197814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035360807,0.0003302903,0.000837369,0.00058982003,0.00008457603,0.000048725644,0.00030617678,0.00018177093,0.000077019766],"category_scores_gemma":[0.0006850705,0.00021740566,0.0004128016,0.0010541641,0.00014645938,0.00023190233,0.0000647479,0.0011670459,0.000042458865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009452514,0.00095211633,0.88401055,0.00086955837,0.00022163933,0.013248018,0.0034248505,0.00032896566,0.00009038669,0.00035210868,0.0097794505,0.07726983],"study_design_scores_gemma":[0.0066756513,0.0012246621,0.93321633,0.0018745105,0.0001785805,0.0039702775,0.0008417178,0.00010367733,0.000046450416,0.00021016234,0.051353484,0.00030449842],"about_ca_topic_score_codex":0.00030284486,"about_ca_topic_score_gemma":0.00037577198,"teacher_disagreement_score":0.07696533,"about_ca_system_score_codex":0.0004987006,"about_ca_system_score_gemma":0.00042059994,"threshold_uncertainty_score":0.88655454},"labels":[],"label_agreement":null},{"id":"W2410078337","doi":"","title":"Drug diplomacy in the twentieth century: an international history. [Review of: McAllister, W.B. Drug diplomacy in the twentieth century: an international history. New York: Routledge, 2000].","year":2002,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Global Health and Surgery","field":"Medicine","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":"Diplomacy; Political science; Economic history; Drug; History; Law; Medicine; Politics; Pharmacology","score_opus":0.04218305862917469,"score_gpt":0.3017776796966352,"score_spread":0.2595946210674605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410078337","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":[0.08623229,0.5382569,0.000021563197,0.024387624,0.023487221,0.0032766433,0.00019207278,0.00025432344,0.32389137],"genre_scores_gemma":[0.84978193,0.0686068,0.00038662864,0.03566627,0.0035782622,0.00022947324,0.001359776,0.00015819492,0.04023264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950437,0.00077591423,0.0012485196,0.00067709875,0.0015041128,0.00075065653],"domain_scores_gemma":[0.99768823,0.00018935595,0.0006268343,0.00088042027,0.00025789705,0.00035726573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017089337,0.00044098153,0.00079428905,0.00033263426,0.0002068492,0.000035129226,0.0013305242,0.00017261895,0.0030113957],"category_scores_gemma":[0.00035332883,0.00034515656,0.00042103254,0.00043711887,0.0004161406,0.00061753194,0.00009736289,0.00087653915,0.00008334784],"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":[0.00026068793,0.0030042871,0.020295182,0.00092130044,0.00007071223,0.00015795635,0.033106662,0.0000012232796,0.00002125005,0.008952612,0.8939247,0.039283406],"study_design_scores_gemma":[0.0018678049,0.000070660106,0.018234542,0.001096713,0.000087595436,0.000031866188,0.0013799304,0.00011854536,7.4948605e-7,0.00030261095,0.9764995,0.00030949613],"about_ca_topic_score_codex":0.0031227411,"about_ca_topic_score_gemma":0.0009071702,"teacher_disagreement_score":0.7635497,"about_ca_system_score_codex":0.0056876424,"about_ca_system_score_gemma":0.0009943732,"threshold_uncertainty_score":0.99990004},"labels":[],"label_agreement":null},{"id":"W2410540500","doi":"10.1213/ane.0000000000000920","title":"“You Live Life Going Forwards and Understand It Looking Backwards!” The Sixtieth Anniversary of the World Federation of Societies of Anaesthesiologists","year":2015,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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; Interim; Anesthesiology; General partnership; World War II; Law; Political science; Anesthesia","score_opus":0.03526444738650849,"score_gpt":0.28379729091551315,"score_spread":0.24853284352900465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410540500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98245984,0.0034014375,0.000059484235,0.011476663,0.000038976315,0.00035721913,0.0000028475886,0.000014548455,0.0021889848],"genre_scores_gemma":[0.996578,0.0005421946,0.00019090142,0.0021950006,0.000044911103,0.0000023557448,0.0000050592303,0.000013552584,0.0004280294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837667,0.00022063944,0.0004863502,0.00019235048,0.00045333625,0.0002706733],"domain_scores_gemma":[0.9985584,0.00026091273,0.00040465768,0.0003290768,0.00028070188,0.00016623514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010980243,0.0001660142,0.0005077255,0.00008621479,0.0001493038,0.0000118718945,0.00014110905,0.00011463325,0.000012512728],"category_scores_gemma":[0.00017286678,0.00009958752,0.00017882035,0.0003367858,0.0005343377,0.000095977324,0.000030425528,0.00017201944,0.0000015237945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022235897,0.00035619846,0.8705529,0.001735652,0.00039898863,0.000103492515,0.014723704,0.00027841597,0.0004883639,0.009182963,0.09627303,0.0036826846],"study_design_scores_gemma":[0.0033723419,0.0022991456,0.899049,0.0018776088,0.00080427935,0.00031070484,0.06591379,0.0023445762,0.0040519615,0.004389637,0.015036551,0.0005504197],"about_ca_topic_score_codex":0.0003731215,"about_ca_topic_score_gemma":0.00015772812,"teacher_disagreement_score":0.08123648,"about_ca_system_score_codex":0.000066962195,"about_ca_system_score_gemma":0.00068961736,"threshold_uncertainty_score":0.4061061},"labels":[],"label_agreement":null},{"id":"W2411651321","doi":"","title":"Making a difference: using the safe surgery checklist to initiate continuing education for perioperative nurses in low-income settings.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Checklist; Perioperative; Facilitator; Teamwork; Medicine; Patient safety; Nursing; Medical education; Perioperative nursing; Health care; Focus group; Psychology; Surgery; Political science; Sociology","score_opus":0.03825930296883453,"score_gpt":0.3310438104405477,"score_spread":0.2927845074717132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411651321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928624,0.00014700412,0.0005843205,0.0017354969,0.0013105609,0.0018004909,0.000008494626,0.000028950575,0.0015222719],"genre_scores_gemma":[0.9924339,0.000005940998,0.00025896335,0.004905884,0.00040815645,0.0015381419,0.000016530048,0.000018477169,0.00041401168],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984615,0.00011457045,0.00039859992,0.00024202523,0.00016572115,0.000617571],"domain_scores_gemma":[0.9988129,0.0005343904,0.000117232536,0.00018494786,0.00015659796,0.00019390327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012805917,0.00014176717,0.00037743573,0.00016019345,0.00012337456,0.00006856106,0.00006556788,0.000066307715,0.0000055885134],"category_scores_gemma":[0.0024530834,0.000103432874,0.0000850038,0.00028270824,0.00004297604,0.000086339474,0.000024749328,0.00014410092,0.0000023654898],"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":[0.0005409392,0.00016319314,0.30276263,0.0006319053,0.000017782802,0.0000053763965,0.0035981208,0.00001798134,0.00011934483,0.00075615675,0.0007248278,0.6906617],"study_design_scores_gemma":[0.0004307602,0.000018147306,0.9896245,0.0009877719,0.000026342159,0.00002129864,0.0014364629,0.0008510317,0.0001713399,0.00013653262,0.006131224,0.00016457171],"about_ca_topic_score_codex":0.00011365153,"about_ca_topic_score_gemma":0.000047861085,"teacher_disagreement_score":0.69049716,"about_ca_system_score_codex":0.00019791235,"about_ca_system_score_gemma":0.00018854969,"threshold_uncertainty_score":0.42178702},"labels":[],"label_agreement":null},{"id":"W2412360500","doi":"","title":"Is there any solution to the \"brain drain\" of health professionals and knowledge from Africa?","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Brain drain; Remuneration; Prosperity; Health care; Public relations; Promotion (chess); Business; Medicine; Economic growth; Political science; Economics; Finance","score_opus":0.054992779322922576,"score_gpt":0.32633625576261555,"score_spread":0.271343476439693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412360500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6007066,0.018042346,0.0000702381,0.37350446,0.00024844223,0.0015129312,0.000061640756,0.000030797488,0.0058226027],"genre_scores_gemma":[0.98169565,0.000070845424,0.00013661821,0.015016013,0.0002486752,0.00027969517,0.000008719846,0.0000075180487,0.0025362407],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99883264,0.00014389136,0.00027737484,0.00015997473,0.00016465232,0.00042148997],"domain_scores_gemma":[0.9991518,0.00019904913,0.00008018136,0.00018974667,0.00005728587,0.00032191357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012950132,0.00007738108,0.0002353098,0.00004644409,0.000096707714,0.0000043597543,0.00005112099,0.000054905853,0.000044820492],"category_scores_gemma":[0.00024840658,0.000047304376,0.000039822222,0.00016221339,0.000030638937,0.000032761844,0.000040028357,0.00010133875,0.000027863935],"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":[0.00011974939,0.00018407674,0.011446943,0.000109703935,0.000020146466,7.6649275e-7,0.0040677665,1.8582925e-7,0.000015465444,0.00016376855,0.4469063,0.53696513],"study_design_scores_gemma":[0.0003440823,0.000025991683,0.66934484,0.000062483196,0.0000062402646,0.0000017828817,0.00028590308,0.000041005827,0.000054906777,0.0001277055,0.32966802,0.00003706157],"about_ca_topic_score_codex":0.000186073,"about_ca_topic_score_gemma":0.00012134562,"teacher_disagreement_score":0.6578979,"about_ca_system_score_codex":0.000075854594,"about_ca_system_score_gemma":0.00019202217,"threshold_uncertainty_score":0.19290164},"labels":[],"label_agreement":null},{"id":"W2413369853","doi":"","title":"One child with hope for the future.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medical education; Family medicine; Medicine; Psychology","score_opus":0.016564733499804838,"score_gpt":0.23137331681917356,"score_spread":0.21480858331936872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413369853","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":[0.44768116,0.013972702,0.0018868414,0.47205147,0.0022910922,0.010386694,0.000041080842,0.00028506437,0.051403884],"genre_scores_gemma":[0.9881373,0.00015391919,0.00022762119,0.008816237,0.001021626,0.0012799848,0.00000815646,0.000010287199,0.00034486045],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99931043,0.0000044458843,0.00008692284,0.00009960392,0.00013033369,0.0003682864],"domain_scores_gemma":[0.99954784,0.00003802032,0.000023931127,0.00016396464,0.00003909915,0.00018715719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002143729,0.000055470085,0.00011776457,0.000019644107,0.00009527247,0.0000069424705,0.000039134906,0.000033481218,0.0000056910203],"category_scores_gemma":[0.000042738455,0.000030428753,0.000040580017,0.00010252647,0.000027097096,0.00002146785,0.000005873199,0.0000855843,0.000008310173],"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":[0.0020316455,0.00032686937,0.008409666,0.00023303159,0.00013337158,0.000027923243,0.00010904521,0.000016370335,0.0000012836189,0.007845957,0.011802291,0.96906257],"study_design_scores_gemma":[0.001749664,0.00005967287,0.75188667,0.00001824374,0.00004748951,0.000050750972,0.00005719635,0.0000012949845,0.000062277715,0.00021240354,0.2458066,0.00004774055],"about_ca_topic_score_codex":0.000031657502,"about_ca_topic_score_gemma":0.000057355734,"teacher_disagreement_score":0.9690148,"about_ca_system_score_codex":0.000042516986,"about_ca_system_score_gemma":0.000057942227,"threshold_uncertainty_score":0.12408486},"labels":[],"label_agreement":null},{"id":"W2414173340","doi":"10.1016/s1701-2163(16)30195-5","title":"History of the Atlantic Society of Obstetricians and Gynaecologists","year":2002,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Medicine; Family medicine; Obstetrics; Gynecology","score_opus":0.019493959738301002,"score_gpt":0.21767253617463586,"score_spread":0.19817857643633485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414173340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94242775,0.04512749,0.0000033818278,0.0009525008,0.009668044,0.00011008434,0.000007076165,0.0000014687741,0.0017022096],"genre_scores_gemma":[0.99639904,0.0016903669,0.00014709204,0.0011752723,0.000014405156,4.5105892e-7,3.4364953e-7,0.0000055818264,0.0005674448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874973,0.00005176715,0.0005794836,0.00008843159,0.00030037042,0.00023022816],"domain_scores_gemma":[0.99656826,0.0021883615,0.0006036581,0.00012297784,0.0003192803,0.00019743969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024814205,0.00009396761,0.00049025886,0.00010722508,0.00004105729,0.0000016362428,0.00008812544,0.00012939588,0.0001540278],"category_scores_gemma":[0.0032830287,0.00006299878,0.00011537533,0.00029559992,0.00020812506,0.000027799224,0.000036485733,0.0002852773,8.581816e-8],"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":[0.0000049634073,0.00010985547,0.9035275,0.00032283316,0.00009274716,0.0002662078,0.00018852841,0.0000040883133,0.000020163703,0.00008766852,0.06560532,0.02977015],"study_design_scores_gemma":[0.0012986662,0.0003349977,0.94476736,0.000012736484,0.000106885054,0.00012927901,0.00019172604,0.00017248721,0.000013758592,0.000029732297,0.05288424,0.000058161568],"about_ca_topic_score_codex":0.008848728,"about_ca_topic_score_gemma":0.0045404774,"teacher_disagreement_score":0.053971298,"about_ca_system_score_codex":0.0012147747,"about_ca_system_score_gemma":0.0015871009,"threshold_uncertainty_score":0.9977514},"labels":[],"label_agreement":null},{"id":"W2415072620","doi":"10.1097/bot.0000000000000414","title":"The Capacity to Manage Orthopaedic Trauma","year":2015,"lang":"en","type":"editorial","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Health care; Modalities; Orthopedic surgery; Quality (philosophy); Medical emergency; Surgery; Economic growth","score_opus":0.027619526422492498,"score_gpt":0.306216744524091,"score_spread":0.2785972181015985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415072620","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":[0.05259832,0.01108023,0.000097223376,0.0043881056,0.92257905,0.0009230742,0.00020643968,0.00008482334,0.008042757],"genre_scores_gemma":[0.02773374,0.0026056503,0.00073957065,0.0012889894,0.9636516,0.000030179523,0.000072299525,0.0001800291,0.0036979485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896444,0.0004209805,0.0027929405,0.00056059036,0.0050649527,0.0015161207],"domain_scores_gemma":[0.98954815,0.0017167667,0.0017401553,0.00096838956,0.0028549612,0.0031715592],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008119614,0.00078736345,0.0020894469,0.0007505739,0.00039405937,0.00014063308,0.00081444305,0.0013279837,0.0000986571],"category_scores_gemma":[0.007265233,0.0005047325,0.0016355828,0.0008815746,0.00029030105,0.00021152939,0.00011425889,0.004470575,0.00017443739],"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":[0.002443071,0.00021750915,0.00078333943,0.00047374133,0.000318914,0.0018493737,0.00026457768,0.0000041432054,0.0000024766507,0.000025791873,0.91033626,0.08328083],"study_design_scores_gemma":[0.0041931244,0.0021564998,0.0046917577,0.0013282131,0.0006527354,0.0008180614,0.00024245169,0.0000042546926,0.0000064967144,0.00016585489,0.9853224,0.00041811564],"about_ca_topic_score_codex":0.00014715939,"about_ca_topic_score_gemma":0.0002469563,"teacher_disagreement_score":0.08286272,"about_ca_system_score_codex":0.0008841433,"about_ca_system_score_gemma":0.0022416331,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W2416097560","doi":"10.1186/s12909-016-0675-4","title":"Developing consensus for postgraduate global health electives: definitions, pre-departure training and post-return debriefing","year":2016,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":46,"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; Queen's University","funders":"","keywords":"Debriefing; Curriculum; Medical education; Global health; Delphi method; Preparedness; Medicine; Scope (computer science); Psychology; Nursing; Political science; Public health; Pedagogy","score_opus":0.06520034618939873,"score_gpt":0.39164783976524464,"score_spread":0.3264474935758459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416097560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.792219,0.003679381,0.026252832,0.17538756,0.0008410116,0.0010493067,0.00006998041,0.00013073794,0.00037021565],"genre_scores_gemma":[0.9372553,0.00060185837,0.024914684,0.03639305,0.00044269112,0.0001383728,0.00014211824,0.000019117906,0.00009275725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99824613,0.00012413092,0.0004451148,0.00032064517,0.0003327344,0.00053127063],"domain_scores_gemma":[0.99767447,0.0008854564,0.00013933158,0.00013122516,0.00029748777,0.0008720174],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008037274,0.00014880393,0.00032306288,0.00006686394,0.00021165214,0.000014313055,0.000045954217,0.00015498929,0.000027482592],"category_scores_gemma":[0.010289081,0.00010659357,0.00006287396,0.00017054279,0.000107941894,0.000049210823,0.000014896813,0.0001128177,0.000006035527],"study_design_candidate":"observational","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":[0.0010444075,0.00034029104,0.06409041,0.0017102218,0.00006203429,0.0000060541365,0.0013340547,7.6998006e-8,0.00009031014,0.06103765,0.030995721,0.8392888],"study_design_scores_gemma":[0.008903031,0.0016859593,0.85338116,0.010696904,0.0001695683,0.0037671875,0.0058669397,0.0004973163,0.00012656671,0.053978343,0.0600329,0.00089410023],"about_ca_topic_score_codex":0.00021082212,"about_ca_topic_score_gemma":0.00039770172,"teacher_disagreement_score":0.83839464,"about_ca_system_score_codex":0.00042455498,"about_ca_system_score_gemma":0.022929737,"threshold_uncertainty_score":0.99804765},"labels":[],"label_agreement":null},{"id":"W2416166164","doi":"10.1111/maq.12311","title":"Biomedicine in an Unstable Place: Infrastructure and Personhood in a Papua New Guinean Hospital. Alice Street, Durham: Duke University Press, 2014, 290 pp.","year":2016,"lang":"en","type":"article","venue":"Medical Anthropology Quarterly","topic":"Global Health and Surgery","field":"Medicine","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":"Personhood; Alice (programming language); Biomedicine; Sociology; Media studies; Political science; History; Art history; Law","score_opus":0.0057895898093356,"score_gpt":0.26190422364403276,"score_spread":0.2561146338346972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416166164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93421334,0.0017663465,0.00015819249,0.0621376,0.0006791513,0.00041876733,0.000044276683,0.00007586474,0.00050647],"genre_scores_gemma":[0.9948756,0.001970885,0.00019509404,0.0017694117,0.0003686777,0.0000035136418,0.000044584893,0.000021297881,0.00075094064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972529,0.0002506842,0.00049283536,0.000625834,0.00046034323,0.0009174123],"domain_scores_gemma":[0.9978711,0.00021743335,0.00011248064,0.00036445857,0.000066652814,0.001367894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050267257,0.00029093123,0.00072829594,0.00022396939,0.00009268702,0.0000067934516,0.00020520626,0.00055530237,0.0018696896],"category_scores_gemma":[0.0002232627,0.00020145705,0.00005243724,0.0003257066,0.0014589158,0.0002241788,0.0000456111,0.0004926364,0.000015437301],"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":[0.0014641399,0.0008631356,0.5817913,0.00025697783,0.000057911053,0.0045236433,0.0028875796,1.7491537e-7,0.00025185978,0.0015182135,0.27287588,0.1335092],"study_design_scores_gemma":[0.02831804,0.0139661385,0.61866987,0.0012938459,0.00011865888,0.0006068856,0.022452844,0.00045318855,0.000049114435,0.0005225182,0.3127317,0.0008171828],"about_ca_topic_score_codex":0.011061181,"about_ca_topic_score_gemma":0.0064498293,"teacher_disagreement_score":0.13269201,"about_ca_system_score_codex":0.00019138667,"about_ca_system_score_gemma":0.0007661522,"threshold_uncertainty_score":0.99904275},"labels":[],"label_agreement":null},{"id":"W2416173953","doi":"","title":"Technology transfer: Kuwait--a quarter-century of progress.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Quarter (Canadian coin); Technology transfer; Resource (disambiguation); Developing country; History; Computer science; Economic growth; Knowledge management; Economics; Archaeology","score_opus":0.018841240666744207,"score_gpt":0.23686312385032426,"score_spread":0.21802188318358007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416173953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688173,0.0035483944,0.000018925295,0.0043287007,0.00024305275,0.00079356873,0.0000073571055,0.00012660598,0.0040516695],"genre_scores_gemma":[0.9984304,0.00041430804,0.00011618227,0.00035919,0.000059513837,0.00048297827,0.0000070940055,0.000009256257,0.00012109102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988773,0.00001569875,0.00027355275,0.00015426727,0.00018357788,0.0004956146],"domain_scores_gemma":[0.99945015,0.00001835647,0.000027115464,0.00020957396,0.000071788185,0.00022300855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014250792,0.000087277855,0.00029501962,0.00017563824,0.000036878144,0.0000010730971,0.000058405767,0.00013294506,0.00001875333],"category_scores_gemma":[0.000046946763,0.000072773255,0.00007857193,0.00034545318,0.00019412195,0.00002758035,0.000007773165,0.00013501458,0.000012455071],"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":[0.0003873351,0.00048611345,0.48184404,0.00029874078,0.00004424892,0.0002459745,0.00013073717,6.825567e-8,0.000035727477,0.00096182496,0.0059174937,0.5096477],"study_design_scores_gemma":[0.0014781128,0.00015470033,0.92217475,0.000027288026,0.000030683917,0.00044759075,0.00009179811,0.00000436931,0.0015227733,0.000100356956,0.073866814,0.00010075062],"about_ca_topic_score_codex":0.000010034036,"about_ca_topic_score_gemma":0.0000015774256,"teacher_disagreement_score":0.50954694,"about_ca_system_score_codex":0.000030622068,"about_ca_system_score_gemma":0.00007958868,"threshold_uncertainty_score":0.29676074},"labels":[],"label_agreement":null},{"id":"W2416529200","doi":"10.2310/8000.2011.100206","title":"Integrating CanMEDS competencies into global health electives: an innovative elective program","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; Mount Sinai Hospital; McMaster University; University of Toronto","funders":"","keywords":"Curriculum; Global health; Medical education; Medicine; Core competency; Bridge (graph theory); Pediatric emergency medicine; Process (computing); Globalization; Nursing; Psychology; Political science; Public health; Pedagogy; Emergency department; Management; Computer science","score_opus":0.10131608537398669,"score_gpt":0.41047487863310506,"score_spread":0.3091587932591184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416529200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93684524,0.009959197,0.0010899468,0.0054903603,0.008233812,0.0011048383,0.000032596738,0.000060685215,0.03718331],"genre_scores_gemma":[0.99157274,0.00030909653,0.0050562597,0.0018273442,0.0010723592,0.00001410487,0.000030413625,0.000024731817,0.000092973925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967521,0.00020550808,0.0013967133,0.00025617742,0.0004278621,0.0009616727],"domain_scores_gemma":[0.9934794,0.00003040272,0.00069597334,0.00022788701,0.002433983,0.0031323617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001391927,0.00028606987,0.0008495256,0.00050269905,0.00028750254,0.0000043432574,0.00022656082,0.00011442177,0.0011986732],"category_scores_gemma":[0.0015008418,0.00021393257,0.000111046924,0.0019663856,0.00028243678,0.00023566482,0.000008660709,0.00064999267,0.0000067671153],"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":[0.00086621195,0.0005142917,0.65046763,0.00045695697,0.00057411037,0.0008221907,0.06464082,9.0941063e-7,0.00024017172,0.016306048,0.06764443,0.19746621],"study_design_scores_gemma":[0.0030068979,0.03483346,0.81975865,0.0020983838,0.00019696301,0.0009728074,0.03663287,0.00011039594,0.00010290622,0.01169565,0.08996201,0.00062896666],"about_ca_topic_score_codex":0.15611856,"about_ca_topic_score_gemma":0.22537178,"teacher_disagreement_score":0.19683725,"about_ca_system_score_codex":0.0014786684,"about_ca_system_score_gemma":0.011983995,"threshold_uncertainty_score":0.9997144},"labels":[],"label_agreement":null},{"id":"W2418224146","doi":"10.1503/cjs.002015","title":"Assessing personal contributions in global surgery: By whose yardstick?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Buckland & Taylor (Canada); University of Calgary; University of British Columbia","funders":"","keywords":"Debriefing; Mentorship; Medicine; Yardstick; Medical education; Nursing","score_opus":0.06623341694622403,"score_gpt":0.3350798259953485,"score_spread":0.2688464090491245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418224146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97973675,0.007859192,0.00010607783,0.008384461,0.0022390948,0.00009137967,0.00019970819,0.000009794731,0.0013735293],"genre_scores_gemma":[0.99710345,0.00006665385,0.000046881185,0.0022584223,0.00038856766,0.0000019106474,0.00005178432,0.000013488335,0.00006884696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974057,0.00017952359,0.0008993987,0.0001532412,0.00043297652,0.0009291297],"domain_scores_gemma":[0.99400884,0.00066716876,0.00029640924,0.00012242567,0.0007561605,0.004149021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032920167,0.00017163594,0.0008462289,0.00052297924,0.000099816185,0.00008973154,0.0000655323,0.00017097418,0.0001117701],"category_scores_gemma":[0.0050534145,0.00016282623,0.0003144778,0.00071439217,0.00012870978,0.00038592037,0.00000579777,0.00039730757,0.000019440396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077959194,0.000035584082,0.6614299,0.000026445292,0.000023557026,0.0027219127,0.0000488035,0.0000016119743,0.000007103003,0.000033332366,0.3309749,0.0046188836],"study_design_scores_gemma":[0.0015156202,0.0000676954,0.72362125,0.0014270945,0.00010814103,0.0056068245,0.0017655811,0.00010308959,0.000043900665,0.00042201517,0.2649027,0.00041606152],"about_ca_topic_score_codex":0.009669572,"about_ca_topic_score_gemma":0.005134379,"teacher_disagreement_score":0.06607218,"about_ca_system_score_codex":0.0017805476,"about_ca_system_score_gemma":0.02609952,"threshold_uncertainty_score":0.9969251},"labels":[],"label_agreement":null},{"id":"W2422423863","doi":"","title":"Japan Medical Association Junior Doctors Network Report on the WMA General Assembly, Durban 2014.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; General assembly; Member states; Family medicine; Medicine; Library science; Geography; Law; Business; European union","score_opus":0.016183905041874214,"score_gpt":0.2569227532065027,"score_spread":0.24073884816462848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2422423863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.890065,0.000114839815,0.000023549781,0.05467513,0.0030626685,0.0007639417,0.0000023590787,0.00012356939,0.051168926],"genre_scores_gemma":[0.9636163,0.00005153489,0.00002362038,0.02057527,0.004234236,0.0004418661,0.000040176557,0.000020710106,0.010996255],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9968742,0.00026589527,0.0004976489,0.00028248207,0.0011547138,0.0009250752],"domain_scores_gemma":[0.9979162,0.0006169565,0.00023748813,0.00043349242,0.000118133474,0.0006776884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006245824,0.00014795735,0.00033304433,0.000044875025,0.00015786658,0.000025951542,0.00011863007,0.00027514773,0.00017517927],"category_scores_gemma":[0.004634455,0.00009474209,0.0001361721,0.00020377395,0.000035712943,0.00003781832,0.00003478562,0.00042597338,0.0001444562],"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":[0.000055475735,0.000054305983,0.32404512,0.00001365871,0.000034105444,0.000049727456,0.000010182867,0.0000029718697,7.1292607e-7,0.0014716906,0.6497775,0.02448455],"study_design_scores_gemma":[0.00031394028,0.000026813728,0.67372245,0.000015397554,0.000026063815,0.000062672334,0.0000041458507,0.00014133254,0.000012872665,0.00011198504,0.3254923,0.00007003669],"about_ca_topic_score_codex":0.0001879796,"about_ca_topic_score_gemma":0.000052608895,"teacher_disagreement_score":0.34967732,"about_ca_system_score_codex":0.0002757682,"about_ca_system_score_gemma":0.00015387459,"threshold_uncertainty_score":0.554821},"labels":[],"label_agreement":null},{"id":"W2428484483","doi":"10.5152/balkanmedj.2015.1501","title":"Promoting Global Health: The World Association of Medical Editors Position on Editors’ Responsibility*","year":2015,"lang":"en","type":"article","venue":"Balkan Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario Medical Association","funders":"Grand Challenges Canada","keywords":"Association (psychology); Position (finance); Medical journal; Medicine; Political science; Library science; Psychology; Family medicine; Computer science; Business; Psychotherapist","score_opus":0.02296143933634857,"score_gpt":0.3735094626274114,"score_spread":0.3505480232910628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2428484483","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":[0.27311847,0.00053327455,0.00015050668,0.6967364,0.025940211,0.0004682016,0.000016589089,0.00007000339,0.0029663306],"genre_scores_gemma":[0.8752976,0.00012370234,0.00018936092,0.024362914,0.09967622,0.000009200182,0.00002828673,0.000021797716,0.0002909383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98881674,0.0011632429,0.0012579053,0.00024685526,0.0077502998,0.00076497183],"domain_scores_gemma":[0.99399394,0.0010418406,0.0006685065,0.00025592625,0.0005851388,0.0034546286],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022336882,0.00018290064,0.0005621146,0.00013316095,0.00023325277,0.00003427307,0.00030719241,0.00040959712,0.0003571681],"category_scores_gemma":[0.021859799,0.00011414467,0.00021043394,0.00062035327,0.0001528512,0.00009133678,0.000071883485,0.0016479928,0.00004774825],"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":[0.00083868665,0.0004644843,0.03462698,0.00007626133,0.000053888445,0.00023643074,0.0002785821,5.926966e-7,0.0000023725454,0.00043446632,0.9285724,0.03441483],"study_design_scores_gemma":[0.009416351,0.0039593955,0.17898758,0.0055730375,0.00016124586,0.0040394813,0.00088270684,0.0018242821,0.000095929994,0.0058109993,0.78885424,0.00039477966],"about_ca_topic_score_codex":0.000113275775,"about_ca_topic_score_gemma":0.00010345637,"teacher_disagreement_score":0.6723735,"about_ca_system_score_codex":0.0019572168,"about_ca_system_score_gemma":0.008324477,"threshold_uncertainty_score":0.9972974},"labels":[],"label_agreement":null},{"id":"W2436162026","doi":"10.1097/acm.0000000000001037","title":"“Taxes,” “Antes,” and “Bonuses”","year":2016,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Public relations; Passion; Health care; Public health; Global health; Specialty; Work (physics); Student debt; Political science; Medicine; Sociology; Medical education; Psychology; Nursing; Law; Higher education; Family medicine; Social psychology","score_opus":0.03835709815393978,"score_gpt":0.3353767570382411,"score_spread":0.2970196588843013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2436162026","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":[0.0017542366,0.018043669,0.00006890469,0.96338737,0.001831192,0.0005999601,0.00006590105,0.00015440727,0.014094334],"genre_scores_gemma":[0.0024501674,0.015602186,0.000023579414,0.89535075,0.030730996,0.000035763514,0.00023654888,0.00008261317,0.055487394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996074,0.000109999644,0.0009306663,0.0007483742,0.000912684,0.0012242567],"domain_scores_gemma":[0.9974057,0.00086254714,0.00032279416,0.0005993677,0.00014083691,0.00066877174],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00095000776,0.0005343749,0.0014279558,0.0003820698,0.00008365778,0.0000033087158,0.0002053372,0.0024241346,0.0010144785],"category_scores_gemma":[0.0011922352,0.00031940214,0.00009343719,0.00021320092,0.0005676755,0.00006360311,0.00009201755,0.0050110565,0.00033935512],"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":[0.00007565965,0.0000014554728,0.0021847677,0.0009643627,0.000055952656,0.0013784659,0.00012393718,9.98895e-10,0.000115485556,0.00012120112,0.98524785,0.009730837],"study_design_scores_gemma":[0.0018177369,0.0002810842,0.00052607624,0.0047617224,0.000273665,0.0017303237,0.000043056418,0.0000023444727,0.000018549134,0.001541912,0.98871356,0.00028995282],"about_ca_topic_score_codex":0.00013646376,"about_ca_topic_score_gemma":0.0000010541,"teacher_disagreement_score":0.068036646,"about_ca_system_score_codex":0.00013923392,"about_ca_system_score_gemma":0.0003348321,"threshold_uncertainty_score":0.9999258},"labels":[],"label_agreement":null},{"id":"W2436919408","doi":"10.1016/j.jpedsurg.2016.06.002","title":"Partnership in fellowship: Comparative analysis of pediatric surgical training and evaluation of a fellow exchange between Canada and Kenya","year":2016,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"McGill University Health Centre","keywords":"Medicine; Kenya; Pediatric surgery; Specialty; General partnership; Curriculum; Medical education; Pediatric Surgeon; Family medicine; Nursing; General surgery; Surgery","score_opus":0.13773757474300505,"score_gpt":0.36044503573195913,"score_spread":0.22270746098895408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2436919408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078166,0.008444311,0.000004609139,0.00026451272,0.00016724125,0.00013483663,0.00002788745,0.0000024218834,0.00017253887],"genre_scores_gemma":[0.99556476,0.0031926315,0.00002478634,0.000027617036,0.0011539197,0.0000025488775,0.000006590743,0.00000670368,0.000020439637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965368,0.00049707503,0.001361764,0.00017906193,0.0010612988,0.00036401],"domain_scores_gemma":[0.992934,0.004884081,0.0010684363,0.00011757581,0.00057083723,0.00042509948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066179745,0.00015807211,0.0014828019,0.0015180991,0.0000261889,0.0000048433,0.000047803547,0.00011457818,0.000062661406],"category_scores_gemma":[0.0009795798,0.00011010199,0.00022229413,0.0016577434,0.000059534286,0.00011748047,0.000015966007,0.00018225332,1.880817e-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":[0.00019753962,0.000060630064,0.9900926,0.00016535552,0.00021921095,0.00008754823,0.0005136938,0.000010119449,0.0000049218866,0.0000019757867,0.0026665519,0.0059799035],"study_design_scores_gemma":[0.0015292189,0.00010903917,0.99378765,0.00005761107,0.0036164506,0.000023518684,0.00041077545,0.000100305675,0.000018685228,0.00002674666,0.00020880274,0.00011121249],"about_ca_topic_score_codex":0.0075664944,"about_ca_topic_score_gemma":0.010807836,"teacher_disagreement_score":0.005868691,"about_ca_system_score_codex":0.00017484084,"about_ca_system_score_gemma":0.0024109657,"threshold_uncertainty_score":0.9990422},"labels":[],"label_agreement":null},{"id":"W2439551116","doi":"10.1213/xaa.0000000000000335","title":"Lifebox","year":2016,"lang":"en","type":"review","venue":"A & A Case Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Pulse oximetry; Medicine; Checklist; Anesthesia; Medical emergency; Intensive care medicine; Psychology","score_opus":0.057211938699394504,"score_gpt":0.3988501078277228,"score_spread":0.3416381691283283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439551116","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":[0.000019671104,0.9851552,0.000004839303,0.00007522701,0.0010417498,0.0008625336,0.000019200801,0.00010412032,0.012717412],"genre_scores_gemma":[0.00004230827,0.99401367,0.00005512746,0.00053723436,0.00072812114,0.00011383124,0.00005881835,0.00005245544,0.004398446],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974898,0.00007523767,0.0011348664,0.00048878655,0.00027634186,0.00053494476],"domain_scores_gemma":[0.9975684,0.00017549044,0.00057076395,0.0008850221,0.000094539784,0.0007057342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067061,0.0003314984,0.002050022,0.0001612148,0.000058788068,0.000009750905,0.000018547325,0.00037780544,0.00032733055],"category_scores_gemma":[0.00048526961,0.00019640916,0.0007599199,0.00019914321,0.000027750993,0.000027086215,0.000041715677,0.0002815836,0.00041933992],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002304683,0.0000178702,0.0000063445286,0.01042274,0.00003889056,0.46261328,0.000001836512,1.11588024e-10,5.4383773e-9,0.000011463809,0.018603878,0.5082814],"study_design_scores_gemma":[0.0000361831,0.000021413915,5.139293e-7,0.015560414,0.00030945116,0.4689757,8.51816e-7,1.6890121e-8,2.948543e-8,0.000011810566,0.5149871,0.00009649799],"about_ca_topic_score_codex":0.00010292141,"about_ca_topic_score_gemma":0.000005577518,"teacher_disagreement_score":0.5081849,"about_ca_system_score_codex":0.00018287846,"about_ca_system_score_gemma":0.0019376,"threshold_uncertainty_score":0.80093336},"labels":[],"label_agreement":null},{"id":"W2460340023","doi":"","title":"Global health initiatives and electives: a survey of interest among Canadian otolaryngology residents.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital","funders":"","keywords":"Otorhinolaryngology; Demographics; Context (archaeology); Special Interest Group; Global health; Medical education; Political science; Medicine; Public relations; Public health; Nursing; Geography; Sociology","score_opus":0.09639314329299753,"score_gpt":0.3108514423302939,"score_spread":0.21445829903729635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460340023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690724,0.00087967305,0.000007243817,0.00023753637,0.00015459687,0.00063786015,0.000097522716,0.000016161744,0.011062183],"genre_scores_gemma":[0.9982543,0.00014426168,0.000030303956,0.0013868331,0.000017714236,0.0001048854,0.000025994428,0.000006726494,0.00002900333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985578,0.00024778346,0.000299044,0.00019564925,0.00007082522,0.00062888797],"domain_scores_gemma":[0.99856675,0.00007308137,0.00010986136,0.00014002089,0.00012205363,0.0009882111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008936275,0.000096101,0.0003501727,0.00013959217,0.000047827823,0.0000036769725,0.00005370768,0.00008239086,0.000018093371],"category_scores_gemma":[0.0008006031,0.00008840092,0.00002749047,0.0002887147,0.0001627862,0.00008018178,0.000022467313,0.00010435123,0.0000019173272],"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":[0.00022941706,0.00004063017,0.9912083,0.00008073492,0.00003293472,0.000029132874,0.00020191248,5.112086e-9,6.512067e-8,0.00049340934,0.000886302,0.0067971502],"study_design_scores_gemma":[0.00041631053,0.000118456235,0.9989532,0.000029889654,0.0000074758796,0.000034498305,0.00007741892,0.0000015595399,0.000007980979,0.0002408476,0.000056285422,0.000056025085],"about_ca_topic_score_codex":0.8034558,"about_ca_topic_score_gemma":0.910607,"teacher_disagreement_score":0.10715112,"about_ca_system_score_codex":0.00023302902,"about_ca_system_score_gemma":0.0007212158,"threshold_uncertainty_score":0.36048847},"labels":[],"label_agreement":null},{"id":"W2463031178","doi":"10.3402/ijch.v75.32593","title":"Indigenous people should decide on matters of access to archival information","year":2016,"lang":"en","type":"editorial","venue":"International Journal of Circumpolar Health","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba","funders":"","keywords":"Circumpolar star; Citation; Indigenous; Political science; Library science; Geography; Ethnology; Psychology; History; Computer science; Biology; Physics; Ecology","score_opus":0.023220410666240216,"score_gpt":0.3835031680917505,"score_spread":0.3602827574255103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463031178","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":[0.02477354,0.0003060273,0.0031813423,0.038883783,0.9301469,0.00074857794,0.001316041,0.000023486262,0.0006203556],"genre_scores_gemma":[0.117409214,0.0036034747,0.0005928906,0.061003547,0.81644756,0.000016398211,0.00073852844,0.000092658054,0.000095739095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390876,0.00014073323,0.0020252073,0.00017381586,0.0032401078,0.0005113527],"domain_scores_gemma":[0.9937676,0.0008972135,0.0022018442,0.0002653181,0.0019570126,0.0009110055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016707163,0.00027131903,0.0009995862,0.0015277694,0.00006260748,0.000073761235,0.0007876478,0.00029000072,0.000066642744],"category_scores_gemma":[0.001956851,0.00021154109,0.00033891673,0.00017860779,0.0000324213,0.00050557166,0.00009100122,0.0010639286,0.000071503935],"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":[0.002311708,0.0001524481,0.0025130482,0.0004932056,0.00017342175,0.000052029904,0.0007722779,0.000011248859,0.00001739794,0.000065584936,0.95384085,0.03959677],"study_design_scores_gemma":[0.0018365581,0.0012535648,0.029354852,0.0036666414,0.000036240614,0.00021594898,0.00004404554,0.0000015895863,0.000062313935,0.00029743218,0.96305466,0.0001761621],"about_ca_topic_score_codex":0.0006766855,"about_ca_topic_score_gemma":0.00006099599,"teacher_disagreement_score":0.113699295,"about_ca_system_score_codex":0.0012869152,"about_ca_system_score_gemma":0.007355262,"threshold_uncertainty_score":0.9982721},"labels":[],"label_agreement":null},{"id":"W2464092897","doi":"","title":"Global health and equity. Part 1: setting the context.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Alberta","funders":"","keywords":"Health equity; Equity (law); Global health; Globalization; Phenomenon; Relevance (law); Psychology; Political science; Public relations; Nursing; Medicine; Public health; Epistemology","score_opus":0.038288859331875966,"score_gpt":0.32962658816751833,"score_spread":0.29133772883564235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464092897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6331949,0.018719265,0.0000368799,0.29538873,0.0007748091,0.0020372777,0.000039426162,0.00016858864,0.049640063],"genre_scores_gemma":[0.9371867,0.0002140697,0.000041036703,0.061416704,0.0004863067,0.00015758119,0.0000066282105,0.0000045022985,0.00048645833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987492,0.000051604613,0.00022278582,0.00014497555,0.00018425284,0.0006471877],"domain_scores_gemma":[0.9990741,0.000069844056,0.000059843183,0.00015275144,0.000028304643,0.00061518303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010102456,0.00007631194,0.00017965135,0.000013411058,0.0001337575,0.0000182884,0.00004319725,0.000037026555,0.000011823994],"category_scores_gemma":[0.00026358856,0.000049494894,0.00003595392,0.00010641109,0.00005419365,0.000040747644,0.000052347463,0.000092053444,0.000014523248],"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":[0.00005602324,0.000021254931,0.04572093,0.00004351617,0.000007959801,0.0000037960533,0.00006213573,1.8409146e-7,3.5269725e-8,0.0011283215,0.07720549,0.87575036],"study_design_scores_gemma":[0.0004907274,0.000022179447,0.42136976,0.000017857325,0.000007347136,0.00008695147,0.00019353836,0.000031335378,0.0000014354163,0.00014178659,0.57759535,0.000041729432],"about_ca_topic_score_codex":0.00012384218,"about_ca_topic_score_gemma":0.00018322095,"teacher_disagreement_score":0.87570864,"about_ca_system_score_codex":0.00017833071,"about_ca_system_score_gemma":0.00018464844,"threshold_uncertainty_score":0.20183432},"labels":[],"label_agreement":null},{"id":"W2465621137","doi":"10.1097/bot.0000000000000408","title":"Orthopaedic Trauma Care Specialist Program for Developing Countries","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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":"Memorial University of Newfoundland; McMaster University Medical Centre; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Curriculum; Health care; Developing country; Trauma care; Sustainability; Poison control; Nursing; Medical emergency; Medical education","score_opus":0.049206615931169144,"score_gpt":0.344235783468982,"score_spread":0.29502916753781283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465621137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637425,0.016413849,0.0016457466,0.006172424,0.0046794587,0.0016488924,0.000063474494,0.00015167294,0.0054819575],"genre_scores_gemma":[0.96976346,0.0006968494,0.021844974,0.0026233348,0.0046301405,0.00005350645,0.00006234731,0.00006975775,0.00025566033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996278,0.00008174819,0.0014162807,0.00026697863,0.0011425335,0.00081449654],"domain_scores_gemma":[0.99569285,0.00018164716,0.0006740696,0.00024231034,0.002072812,0.0011362976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015572427,0.0003180561,0.0009325075,0.0003747835,0.00017514382,0.00006622031,0.00018449828,0.00023515947,0.00004157],"category_scores_gemma":[0.00074044685,0.00025152107,0.0006577765,0.00042057462,0.000172042,0.0002640942,0.000024105266,0.00046177086,0.000017869022],"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":[0.0053864853,0.00046272489,0.1886717,0.0023280191,0.0002741615,0.0014859177,0.0023283917,0.000008827925,0.0000071499894,0.0014214665,0.07156809,0.7260571],"study_design_scores_gemma":[0.009793593,0.0030719037,0.08800148,0.0010764139,0.00030120477,0.0020762666,0.0030005043,0.00001704986,0.00016392008,0.00016564509,0.8920147,0.00031733038],"about_ca_topic_score_codex":0.000025159256,"about_ca_topic_score_gemma":0.00007937648,"teacher_disagreement_score":0.8204466,"about_ca_system_score_codex":0.0005205248,"about_ca_system_score_gemma":0.002580593,"threshold_uncertainty_score":0.9999937},"labels":[],"label_agreement":null},{"id":"W2469748897","doi":"10.5588/ijtld.15.0889","title":"Implementation and 8-year follow-up of an uninterrupted oxygen supply system in a hospital in The Gambia","year":2016,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; University of Toronto","funders":"Medical Research Council","keywords":"Medicine; Operations management; Unit (ring theory); Supplemental oxygen; Medical emergency; Engineering","score_opus":0.008619419746489061,"score_gpt":0.3019529314946382,"score_spread":0.29333351174814914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469748897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873956,0.0004891388,0.000007967096,0.011657199,0.00019361314,0.00016392986,0.00004157709,0.0000018694692,0.000049102124],"genre_scores_gemma":[0.9992645,0.00022217206,0.000012353332,0.00038544176,0.000090983114,0.0000048513834,0.00000617545,0.000004422317,0.00000913712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990002,0.000098940916,0.0003776899,0.000074696196,0.00033982043,0.00010864362],"domain_scores_gemma":[0.999402,0.00010613276,0.000147444,0.00008032738,0.00013827208,0.00012581599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066861784,0.00006490224,0.00014703943,0.00012207965,0.000018607563,0.000019591651,0.00012189577,0.000018092178,0.000027725242],"category_scores_gemma":[0.00006879991,0.000030781448,0.00006050825,0.00006012891,0.000039812778,0.00013444677,0.000024325416,0.00006972913,4.510862e-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":[0.0024353396,0.00021407046,0.9831688,0.00008926075,0.00011399049,0.00017450366,0.001211506,0.0000013958186,0.0004639894,0.0012684019,0.0012654979,0.009593237],"study_design_scores_gemma":[0.0031597589,0.0001935287,0.9920066,0.00059943413,0.00007688476,0.00008858976,0.003342202,0.0001879692,0.00004358117,0.00012365142,0.00013668826,0.00004113582],"about_ca_topic_score_codex":0.00032603944,"about_ca_topic_score_gemma":0.00012381848,"teacher_disagreement_score":0.011868861,"about_ca_system_score_codex":0.000086570355,"about_ca_system_score_gemma":0.00008573175,"threshold_uncertainty_score":0.12552309},"labels":[],"label_agreement":null},{"id":"W2471182089","doi":"10.1111/inr.12229","title":"<scp>ICN</scp> ensuring nurses influence global strategy for health human resources","year":2015,"lang":"en","type":"editorial","venue":"International Nursing Review","topic":"Global Health and Surgery","field":"Medicine","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":"Millennium Development Goals; Summit; Global health; Economic growth; Sustainable development; Workforce; Political science; Context (archaeology); Poverty; Public relations; Service delivery framework; Health care; Health policy; Business; Service (business); Economics; Marketing; Geography","score_opus":0.042463640408811114,"score_gpt":0.4495981619466879,"score_spread":0.40713452153787677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471182089","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":[0.0014596013,0.2944579,0.000025145802,0.0045471503,0.68106264,0.0018529007,0.0013268843,0.00018690973,0.01508083],"genre_scores_gemma":[0.002302465,0.08035699,0.0006370256,0.006175608,0.89948267,0.00026943465,0.0047242953,0.00014352893,0.0059080035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530554,0.00014350383,0.0013072196,0.0006900103,0.0017583005,0.0007954237],"domain_scores_gemma":[0.99544495,0.0007066207,0.0009070822,0.00043454047,0.0017902236,0.0007165927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015792777,0.00047395445,0.0013921395,0.00013887601,0.0001874178,0.0000932584,0.0004636271,0.00044981192,0.000017349545],"category_scores_gemma":[0.0077094818,0.00044031962,0.0003888768,0.00023173582,0.0001500768,0.00013646139,0.000038232974,0.00067091006,0.0000544436],"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":[0.000041423948,0.00015172336,0.00018054518,0.007511962,0.000082358354,0.000021277328,0.00006802679,0.0000055884957,7.915839e-7,0.00023313827,0.9722815,0.019421646],"study_design_scores_gemma":[0.00055858184,0.00035714565,0.0004874259,0.09322711,0.00014984596,0.00006366608,0.000041984087,0.0000059743293,9.058413e-7,0.0006676448,0.904318,0.00012171713],"about_ca_topic_score_codex":0.00029174978,"about_ca_topic_score_gemma":0.00004004131,"teacher_disagreement_score":0.21841998,"about_ca_system_score_codex":0.00222538,"about_ca_system_score_gemma":0.0022649618,"threshold_uncertainty_score":0.99980485},"labels":[],"label_agreement":null},{"id":"W2474212211","doi":"10.1503/cmaj.109-5200","title":"Medicine at sea: the front line of the migrant crisis","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Crew; Cruise; Phoenix; Join (topology); Front line; Line (geometry); Aeronautics; Search and rescue; Arctic; The arctic; Front (military); Political science; Operations research; Computer science; History; Engineering; Geography; Oceanography; Law; Archaeology; Meteorology; Geology; Artificial intelligence","score_opus":0.01855893294041792,"score_gpt":0.2759941148333354,"score_spread":0.2574351818929175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474212211","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":[0.25985497,0.0021874944,0.000019803627,0.7294303,0.002516571,0.00018218237,0.000026865473,0.000008276732,0.005773497],"genre_scores_gemma":[0.91455936,0.00017202833,0.000018667819,0.081009194,0.00237035,0.0000032168007,0.000007543037,0.000010239338,0.0018493842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656373,0.0002650377,0.0005578922,0.00009418846,0.0020416647,0.00047749493],"domain_scores_gemma":[0.99580073,0.0002299441,0.00028738144,0.00018323403,0.00071361876,0.0027851001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004253245,0.00009567787,0.00031225893,0.00007741343,0.00024652883,0.000007701399,0.00020383744,0.00023438278,0.0017726214],"category_scores_gemma":[0.006782041,0.000045294044,0.00013288857,0.00023753484,0.00009676095,0.000028286036,0.000022722044,0.0007679534,0.00007556285],"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":[0.0000279601,0.0000135138625,0.12949093,0.0000091050915,0.00004710761,0.000083508756,0.0006355187,0.0000014971533,0.0000020408277,0.00003768522,0.8670126,0.0026385055],"study_design_scores_gemma":[0.0014075398,0.0001072135,0.10288563,0.00015045186,0.00007523677,0.00065746345,0.001196556,0.00018719671,0.000010752728,0.00019894715,0.8930696,0.000053369153],"about_ca_topic_score_codex":0.021696322,"about_ca_topic_score_gemma":0.07709164,"teacher_disagreement_score":0.6547044,"about_ca_system_score_codex":0.001544342,"about_ca_system_score_gemma":0.0049299053,"threshold_uncertainty_score":0.9991399},"labels":[],"label_agreement":null},{"id":"W2480797293","doi":"10.1016/j.aogh.2016.07.006","title":"Mapping International University Partnerships Identified by East African Universities as Strengthening Their Medicine, Nursing, and Public Health Programs","year":2017,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"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; University of Toronto","funders":"Muhimbili University of Health and Allied Sciences; University of Toronto","keywords":"Annals; Global health; Public health; Publication; Health care; Political science; International health; Health policy; Medicine; Publishing; Public relations; Nursing; Geography; Law","score_opus":0.1414653608911782,"score_gpt":0.39182292259274965,"score_spread":0.2503575617015714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480797293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6070598,0.0027440044,0.00014958026,0.3628695,0.000512702,0.00043504089,0.00020451451,0.00008779184,0.025937112],"genre_scores_gemma":[0.9946585,0.0014740947,0.00010158556,0.0030788812,0.00011617149,7.408164e-7,0.00013550137,0.00000864714,0.00042584346],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774915,0.00018694611,0.0004436653,0.00035767944,0.00046003071,0.00080254447],"domain_scores_gemma":[0.9972826,0.000047599544,0.00072733365,0.0003848994,0.0003136827,0.0012438861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012550841,0.00019677595,0.0005738661,0.00012188797,0.0007472472,0.000048895865,0.00031076197,0.000087890396,0.00002335579],"category_scores_gemma":[0.00014223305,0.00018463534,0.00009059843,0.00020592743,0.0006674538,0.00031084416,0.00008679531,0.00019263488,0.0000038610838],"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":[0.0010679506,0.0008579872,0.1816998,0.0009165144,0.00030888655,0.000071923205,0.007833694,2.87865e-7,0.000005831003,0.08074009,0.1711541,0.555343],"study_design_scores_gemma":[0.0037105647,0.0024202897,0.28963166,0.004315189,0.00002302925,0.00019588433,0.23195711,0.00022775166,0.000007310726,0.0026648964,0.46441254,0.00043376468],"about_ca_topic_score_codex":0.0065718433,"about_ca_topic_score_gemma":0.00044615788,"teacher_disagreement_score":0.55490917,"about_ca_system_score_codex":0.00054191984,"about_ca_system_score_gemma":0.0019672175,"threshold_uncertainty_score":0.9934705},"labels":[],"label_agreement":null},{"id":"W2483210449","doi":"10.1007/978-3-319-29122-2_50","title":"Legacy: What Are You Leaving Behind?","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Work (physics); Natural disaster; Developing country; Resilience (materials science); Public relations; Business; Phase (matter); Political science; Environmental planning; Medicine; Economic growth; Engineering; Geography","score_opus":0.030370068522164416,"score_gpt":0.2801276829439087,"score_spread":0.2497576144217443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483210449","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":[0.00013163175,0.0057904827,0.00002299922,0.009026906,0.0015625815,0.0003220886,0.00001352505,0.00015294255,0.98297685],"genre_scores_gemma":[0.00726625,0.0031358658,0.00007175807,0.008887261,0.0011867051,0.0000051021148,0.000035111625,0.00006669442,0.97934526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983277,0.0000071873783,0.00039685512,0.0003909621,0.0003903715,0.0004869509],"domain_scores_gemma":[0.9986196,0.00007670088,0.0001578135,0.0004884732,0.00014301826,0.00051440345],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019884309,0.00031641196,0.00066640164,0.00014973311,0.00006909589,0.00007676416,0.00008021148,0.000502101,0.007100635],"category_scores_gemma":[0.000047729616,0.0002120416,0.0002559783,0.000009497986,0.00007926985,0.00036323778,0.00005561988,0.00038488113,0.0028535991],"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":[0.0003732355,0.000051262465,0.0017779137,0.0010919129,0.00019647239,0.0016855011,0.00008813198,3.704477e-8,0.000014340357,0.23847646,0.26093292,0.4953118],"study_design_scores_gemma":[0.00045653942,0.00006605824,0.00033606196,0.0037797433,0.00007241723,0.000117441115,0.00009054221,7.302083e-7,0.00001403309,0.004338537,0.9904708,0.0002570669],"about_ca_topic_score_codex":0.000025879666,"about_ca_topic_score_gemma":0.000043871394,"teacher_disagreement_score":0.7295379,"about_ca_system_score_codex":0.00012131197,"about_ca_system_score_gemma":0.00027878728,"threshold_uncertainty_score":0.9979228},"labels":[],"label_agreement":null},{"id":"W2488893402","doi":"10.1097/bot.0000000000000403","title":"Making Safe Surgery Affordable","year":2015,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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":"Arbutus Biopharma (Canada); University of British Columbia","funders":"","keywords":"Drill; Medicine; Drilling; Mechanical engineering; Engineering","score_opus":0.18648143221719699,"score_gpt":0.4150654713686269,"score_spread":0.22858403915142994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488893402","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":[0.00009844695,0.98915815,0.00003258637,0.00016676768,0.0033432804,0.0003813116,0.00002233162,0.000028439152,0.0067686606],"genre_scores_gemma":[0.00015282385,0.9952094,0.0006195395,0.0003986774,0.0027537434,0.0000073796878,0.000032549706,0.000083045015,0.00074287236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945464,0.00027290607,0.0028695415,0.00025900785,0.0012472812,0.0008048762],"domain_scores_gemma":[0.9949,0.0006399526,0.002352081,0.0003984138,0.00059868535,0.0011108769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047487416,0.00050414086,0.0050768494,0.0010006734,0.000075968695,0.00003299135,0.0002025013,0.0005374109,0.00030442234],"category_scores_gemma":[0.00085402833,0.0003434715,0.0029293057,0.00071712455,0.00007425689,0.000157999,0.000040332998,0.0014596131,0.00012532005],"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":[0.00012307503,0.00011965521,0.0004993048,0.02021757,0.0002222801,0.0027584578,0.000013070412,1.9022112e-7,9.224938e-9,0.000015147878,0.1084811,0.86755013],"study_design_scores_gemma":[0.000553393,0.00022226147,0.00015515895,0.048062727,0.0015460287,0.013885107,0.000028575487,5.499557e-7,5.493512e-8,0.000026361984,0.93528205,0.00023773653],"about_ca_topic_score_codex":0.0000061423066,"about_ca_topic_score_gemma":0.0000025712827,"teacher_disagreement_score":0.86731243,"about_ca_system_score_codex":0.0005021967,"about_ca_system_score_gemma":0.005730063,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W2492362828","doi":"10.1016/j.wneu.2016.07.102","title":"Assessing Barriers to Neurosurgical Care in Sub-Saharan Africa: The Role of Resources and Infrastructure","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Workforce; Neurosurgery; Modalities; Developing country; Nursing; Economic growth; Surgery","score_opus":0.010301375672682508,"score_gpt":0.25687185057119605,"score_spread":0.24657047489851353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492362828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99085677,0.0029638521,0.0000013924318,0.0032847188,0.0003337466,0.00027229596,0.000018833252,0.000036095185,0.0022323127],"genre_scores_gemma":[0.9971555,0.00023903827,0.0000135173495,0.0023480034,0.00010077929,0.000016027712,0.0000013420268,0.000023743265,0.00010204896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981119,0.00020752243,0.00047814765,0.00035597314,0.00032746216,0.0005189906],"domain_scores_gemma":[0.9980517,0.00086889294,0.00010198461,0.00033004506,0.00006117124,0.00058622484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038136932,0.00018251296,0.0004356667,0.00035048334,0.00010845165,0.000035104447,0.00009192421,0.00006676223,0.000045929184],"category_scores_gemma":[0.0009761717,0.00010378177,0.00009961144,0.0007457797,0.00015826036,0.00010842906,0.00008024488,0.00024043933,0.000004741627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006728046,0.000023309665,0.8971268,0.000097666394,0.0000061517685,0.00024493918,0.00051991467,0.0000066551224,0.031003729,0.00005444564,0.0064843,0.06375928],"study_design_scores_gemma":[0.00040398832,0.000057053538,0.66533357,0.00027466883,0.000013193786,0.00006466099,0.00023617558,0.0000068996537,0.0027777422,0.00006813014,0.3306522,0.000111730646],"about_ca_topic_score_codex":0.000015086932,"about_ca_topic_score_gemma":0.000031930504,"teacher_disagreement_score":0.3241679,"about_ca_system_score_codex":0.000042464424,"about_ca_system_score_gemma":0.00016482102,"threshold_uncertainty_score":0.4232098},"labels":[],"label_agreement":null},{"id":"W2496675928","doi":"10.1002/bjs.10249","title":"A global country-level comparison of the financial burden of surgery","year":2016,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Poverty; Gross domestic product; Population; Health care; Finance; Demography; Environmental health; Economic growth; Economics","score_opus":0.056072859038752046,"score_gpt":0.30677779068630817,"score_spread":0.25070493164755614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496675928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887737,0.0071012937,0.00015561866,0.00113808,0.0021009739,0.00011033275,0.00023231193,0.000008038662,0.0003796488],"genre_scores_gemma":[0.99747086,0.0014459158,0.000073001625,0.00031984595,0.0005812869,0.0000013860694,0.000003238852,0.000013516233,0.000090944464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963562,0.000176853,0.0018935848,0.00014453889,0.00094635197,0.00048250132],"domain_scores_gemma":[0.99581397,0.0014019201,0.0014060546,0.00022644835,0.00083846226,0.00031312145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00205369,0.00015237214,0.0013935487,0.00013581611,0.000072941606,0.000011635621,0.0001607862,0.00017401126,0.00013347156],"category_scores_gemma":[0.004243676,0.00010671171,0.00077054976,0.0005420212,0.00026395323,0.00014682666,0.000048185066,0.00021258074,0.0000037574318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058999506,0.00024157159,0.72479147,0.0002720935,0.000059354865,0.00037063658,0.000025033429,0.0000030348133,0.00021623506,0.000038339076,0.1262649,0.14712733],"study_design_scores_gemma":[0.0006961803,0.000048585756,0.97712696,0.005287151,0.000087043874,0.0043815193,0.00008063515,0.0000059125996,0.00044170872,0.00018304301,0.0115373535,0.00012390567],"about_ca_topic_score_codex":0.0006942102,"about_ca_topic_score_gemma":0.000078275705,"teacher_disagreement_score":0.2523355,"about_ca_system_score_codex":0.00014311477,"about_ca_system_score_gemma":0.0020843958,"threshold_uncertainty_score":0.50803834},"labels":[],"label_agreement":null},{"id":"W2501162524","doi":"10.1186/s12909-016-0711-4","title":"Developing a bioethics curriculum for medical students from divergent geo-political regions","year":2016,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; University of Toronto; Health Sciences Centre; McMaster University Medical Centre; Hospital for Sick Children","funders":"Spoedeisende Geneeskunde Onderzoeksfonds; Hospital for Sick Children","keywords":"Bioethics; Curriculum; Politics; Medical education; Engineering ethics; Sociology; Pedagogy; Medicine; Political science; Engineering; Law","score_opus":0.07738499364662409,"score_gpt":0.4517565786058479,"score_spread":0.3743715849592238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501162524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64335567,0.0005809151,0.09963909,0.2492164,0.005614226,0.0009294006,0.00003150385,0.00013438132,0.0004984223],"genre_scores_gemma":[0.93735737,0.00067742134,0.010420714,0.046622615,0.003394087,0.0004023211,0.00028094786,0.00003323627,0.00081130327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961373,0.00013370518,0.00057219283,0.0003764492,0.0021088922,0.00067141524],"domain_scores_gemma":[0.99523956,0.0014814992,0.000086356646,0.0002879183,0.0003380636,0.0025665949],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013862936,0.0001530969,0.0003211538,0.00008908167,0.00013013442,0.000014832115,0.00027885952,0.00045646008,0.0013224032],"category_scores_gemma":[0.026872087,0.00009735094,0.00012670692,0.00016008437,0.00028413575,0.000053931104,0.000106105006,0.00024393546,0.00016885945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017381522,0.0016842505,0.5366592,0.0004312578,0.000055926124,0.000016062273,0.00013410862,8.004847e-9,0.000005178687,0.29207256,0.13472904,0.034038603],"study_design_scores_gemma":[0.009267397,0.00046780752,0.5045598,0.011027966,0.00033087537,0.00022137066,0.0028393082,0.0005149876,0.0001615049,0.054503586,0.4152621,0.00084328954],"about_ca_topic_score_codex":0.0008840478,"about_ca_topic_score_gemma":0.00033942558,"teacher_disagreement_score":0.2940017,"about_ca_system_score_codex":0.00041578116,"about_ca_system_score_gemma":0.016174218,"threshold_uncertainty_score":0.9995905},"labels":[],"label_agreement":null},{"id":"W2503532836","doi":"10.1002/9781119155133.ch7","title":"G‐20 Summit, Toronto 2010: Reflects a Fragile Unity","year":2015,"lang":"en","type":"other","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Summit; Political science; Geography; Cartography","score_opus":0.03793423489241556,"score_gpt":0.34280699665244546,"score_spread":0.3048727617600299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503532836","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":[0.000037905957,0.008289161,0.000008569748,0.00043470567,0.0019112609,0.00040180367,0.0000821825,0.00038656447,0.98844784],"genre_scores_gemma":[0.00015799368,0.00046688304,0.00045148053,0.0041929083,0.0010256696,0.0000125626575,0.00034792436,0.00021854794,0.99312603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986033,0.000049021066,0.00021513013,0.0002778241,0.00036054026,0.0004942282],"domain_scores_gemma":[0.9984246,0.000024403953,0.00008548047,0.0005325774,0.00010718347,0.00082575326],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026658855,0.0002424398,0.00056844443,0.00007091727,0.000023572282,0.0000064578794,0.0000805574,0.000510286,0.033826217],"category_scores_gemma":[0.00012698601,0.0001844785,0.000081147344,0.00009763716,0.000035477446,0.000024021672,0.000035313285,0.0002478586,0.0017286699],"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":[0.000067105604,0.00007623386,0.00048312815,0.00023485711,0.00003278126,0.00006950719,0.00001562868,5.7252176e-9,0.0000020074306,0.00009871756,0.9978102,0.0011098552],"study_design_scores_gemma":[0.00052835146,0.00014058842,0.00020188047,0.00024438518,0.00004154892,0.000012699093,0.000069567104,0.000002236032,0.0000034848022,0.000043624423,0.9985418,0.00016983566],"about_ca_topic_score_codex":0.03303106,"about_ca_topic_score_gemma":0.066888064,"teacher_disagreement_score":0.033857003,"about_ca_system_score_codex":0.0002928962,"about_ca_system_score_gemma":0.000783236,"threshold_uncertainty_score":0.9990486},"labels":[],"label_agreement":null},{"id":"W2504543195","doi":"10.1016/j.wneu.2016.07.098","title":"Barriers to Neurosurgical Training in Sub-Saharan Africa: The Need for a Phased Approach to Global Surgery Efforts to Improve Neurosurgical Care","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Training (meteorology); Medical education; Developing country; Nursing; Surgery","score_opus":0.03432756809382069,"score_gpt":0.28467891439051113,"score_spread":0.2503513462966904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504543195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96083015,0.00036131678,0.00075058744,0.024449347,0.004501688,0.005165861,0.0005597781,0.0003468277,0.0030344303],"genre_scores_gemma":[0.9662237,0.000035707493,0.00014123307,0.030789081,0.0006851685,0.0014794758,0.000025163048,0.00012893311,0.0004914926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992215,0.0004649386,0.0016918243,0.0017719377,0.001026217,0.0028300828],"domain_scores_gemma":[0.9903545,0.0037429952,0.00019978151,0.0011273545,0.00024242289,0.0043329517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019727251,0.0007916748,0.0017286896,0.0009770077,0.00037574544,0.00012769445,0.0004053953,0.00021160526,0.00004105494],"category_scores_gemma":[0.0060967016,0.00052980415,0.0009120168,0.0037688164,0.0001490382,0.00016198675,0.00016512525,0.00045357062,0.00007986836],"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":[0.040983595,0.0012501652,0.19377248,0.0011698207,0.00012998086,0.003483767,0.002709225,0.00039066543,0.05664563,0.001068014,0.49845356,0.19994311],"study_design_scores_gemma":[0.0036656295,0.00071057683,0.07855817,0.0005898424,0.00010248588,0.00035608147,0.00028529175,0.00008664379,0.0024386472,0.000059493133,0.9119198,0.001227348],"about_ca_topic_score_codex":0.000045786033,"about_ca_topic_score_gemma":0.00007044202,"teacher_disagreement_score":0.41346624,"about_ca_system_score_codex":0.00041499152,"about_ca_system_score_gemma":0.0011878515,"threshold_uncertainty_score":0.9997153},"labels":[],"label_agreement":null},{"id":"W2507856455","doi":"10.1016/j.aogh.2016.04.385","title":"Building a global health alliance of graduate students across disciplines","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario HIV Treatment Network; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Annals; Global health; Public health; Publication; Publishing; Political science; Health policy; Health care; Public relations; Medicine; Law; Nursing; Geography","score_opus":0.10607955143738704,"score_gpt":0.5195762710200533,"score_spread":0.4134967195826663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507856455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9124239,0.006492599,0.0007076465,0.0774361,0.00060146383,0.00069035543,0.001381749,0.00006851747,0.00019768001],"genre_scores_gemma":[0.98141116,0.0062386147,0.0011857165,0.010893966,0.00017414057,0.000010800276,0.0000128911015,0.000014601223,0.00005813132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99498117,0.00018330321,0.0014993768,0.0005110214,0.0011811419,0.0016439634],"domain_scores_gemma":[0.9965529,0.000091297705,0.00091463653,0.00056488975,0.0005318169,0.001344482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200756,0.00030000796,0.0012622755,0.000026007616,0.00017458634,0.00001071545,0.00033816524,0.00011240788,0.000010754668],"category_scores_gemma":[0.00028525267,0.0002099682,0.00027816158,0.0007330886,0.00024091352,0.00014380857,0.00019144644,0.00011463661,0.000024234565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015783582,0.0010151931,0.6740428,0.0020931007,0.000120605844,0.000024416926,0.00015912711,0.0000031177701,0.000027486334,0.0084475875,0.053609654,0.2588785],"study_design_scores_gemma":[0.0019140057,0.001686148,0.98183954,0.002724671,0.000009049739,0.000057367448,0.00014910301,0.0000075380385,0.00012135919,0.0053026457,0.0060096453,0.00017895327],"about_ca_topic_score_codex":0.0032113255,"about_ca_topic_score_gemma":0.0006992915,"teacher_disagreement_score":0.3077967,"about_ca_system_score_codex":0.00052507373,"about_ca_system_score_gemma":0.0020335703,"threshold_uncertainty_score":0.8562255},"labels":[],"label_agreement":null},{"id":"W2508673361","doi":"10.1080/23288604.2016.1220776","title":"Global Health Partnerships for Continuing Medical Education: Lessons from Successful Partnerships","year":2016,"lang":"en","type":"article","venue":"Health Systems & Reform","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"General partnership; Champion; Global health; Thematic analysis; Public relations; Psychological intervention; Unpacking; Political science; Qualitative research; Sociology; Medicine; Nursing; Public health","score_opus":0.08526949750992427,"score_gpt":0.41460722049630605,"score_spread":0.32933772298638175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508673361","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":[0.11554397,0.04057946,0.0040960964,0.8127897,0.011327811,0.006199273,0.00097396504,0.00074619404,0.0077435244],"genre_scores_gemma":[0.9738576,0.0010850636,0.00026195068,0.01961936,0.0028861032,0.00054753956,0.00028767064,0.00004604158,0.0014086635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99405396,0.00037435745,0.001824757,0.00075484335,0.0011094849,0.0018825891],"domain_scores_gemma":[0.993966,0.00037011845,0.00076911517,0.0007405689,0.00036532868,0.00378886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00401822,0.00037550362,0.0013720066,0.00011766252,0.00037397465,0.00004474476,0.00025526923,0.0003764559,0.000109794724],"category_scores_gemma":[0.00072961434,0.00023780133,0.00023342812,0.00037103795,0.00012237614,0.00018460356,0.00005025119,0.0002491071,0.0001230595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012687222,0.00072523684,0.0951876,0.0064719636,0.00012656943,0.000031962507,0.00086615386,1.7585067e-7,0.000002697013,0.10307558,0.23504461,0.55719876],"study_design_scores_gemma":[0.00393887,0.0007716599,0.023391271,0.008511477,0.00002941514,0.00032254987,0.0028779835,0.00012809844,0.00000404952,0.0006995973,0.9589553,0.0003697351],"about_ca_topic_score_codex":0.008913111,"about_ca_topic_score_gemma":0.004932304,"teacher_disagreement_score":0.8583136,"about_ca_system_score_codex":0.004138854,"about_ca_system_score_gemma":0.0107585285,"threshold_uncertainty_score":0.9996841},"labels":[],"label_agreement":null},{"id":"W2508713760","doi":"10.1016/j.aogh.2016.08.003","title":"The Need for Formal Surgical Global Health Programs and Improved Mission Trip Coordination","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Publication; Public health; Publishing; Political science; Health policy; Health care; Medicine; Public relations; Law; Nursing; Geography","score_opus":0.045815642874672456,"score_gpt":0.4154682777365352,"score_spread":0.3696526348618628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508713760","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":[0.45707726,0.014995717,0.0016012302,0.5203265,0.00078236667,0.0038985414,0.00040397546,0.00013878554,0.00077564263],"genre_scores_gemma":[0.98962635,0.0031497248,0.00035360086,0.006390276,0.00020327819,0.000033179684,0.000050166287,0.000010364606,0.00018306012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969336,0.00015418167,0.00088932726,0.00032472232,0.0003737685,0.0013244133],"domain_scores_gemma":[0.9974743,0.00020370902,0.00045101347,0.0002664466,0.0004115375,0.0011929908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025540483,0.00020654626,0.000612961,0.000024198971,0.0004405219,0.000020520525,0.00010284168,0.00013724549,0.000003365618],"category_scores_gemma":[0.00028271019,0.000112609145,0.00018106584,0.00032919584,0.00015868062,0.00014475439,0.000048399943,0.00008095551,0.0000030177875],"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":[0.0037783615,0.00022291251,0.017108567,0.00043897887,0.00002572436,0.0000026769924,0.000019384697,5.3126747e-8,0.0000043277482,0.018467717,0.039780818,0.92015046],"study_design_scores_gemma":[0.015795743,0.017686361,0.23012969,0.001705194,0.00003424233,0.0004658734,0.00045206657,0.0010143877,0.00007070521,0.012128871,0.72007185,0.00044501855],"about_ca_topic_score_codex":0.0010338465,"about_ca_topic_score_gemma":0.00027394763,"teacher_disagreement_score":0.91970545,"about_ca_system_score_codex":0.0003639916,"about_ca_system_score_gemma":0.0019921644,"threshold_uncertainty_score":0.45920676},"labels":[],"label_agreement":null},{"id":"W2508745277","doi":"10.1016/j.aogh.2016.04.648","title":"Toronto Addis Ababa Academic Collaboration in Family Medicine: an overview of the dawn of family medicine in Ethiopia through an inter-institutional model","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Annals; Global health; Public health; Publishing; Publication; Medicine; Health policy; Political science; Public relations; Law; Nursing; Geography","score_opus":0.18881522258390301,"score_gpt":0.4970368732710986,"score_spread":0.30822165068719554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508745277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9288257,0.026971024,0.00023360332,0.039163925,0.0004434776,0.0008098343,0.00047764453,0.000018940662,0.003055849],"genre_scores_gemma":[0.95894086,0.024111448,0.00022856945,0.016496362,0.00013113549,0.000013558201,0.000052570434,0.000010308795,0.0000152040175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9959586,0.00040158906,0.0018219571,0.0003789067,0.0008771422,0.0005617791],"domain_scores_gemma":[0.99765223,0.00013710547,0.0006722825,0.0005408918,0.0006079773,0.00038952116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022882165,0.00023951115,0.0010884275,0.00007853936,0.00005238164,0.0000012506415,0.00030376812,0.00027894106,0.00003511897],"category_scores_gemma":[0.00059693743,0.0001414423,0.000082332575,0.00079780526,0.00055599055,0.00061066466,0.00005870162,0.00025178655,0.0000012674891],"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":[0.0077477237,0.0024154158,0.34307387,0.0064792666,0.00011853461,0.000028377894,0.011846933,0.00034531104,0.0067137107,0.40669674,0.076720126,0.13781397],"study_design_scores_gemma":[0.004903,0.0034795662,0.95616853,0.01339155,0.000030286114,0.000018772453,0.0036830255,0.0013480997,0.00013797093,0.0116176475,0.0049948734,0.00022666236],"about_ca_topic_score_codex":0.04183913,"about_ca_topic_score_gemma":0.022292867,"teacher_disagreement_score":0.6130947,"about_ca_system_score_codex":0.00061477686,"about_ca_system_score_gemma":0.0031860243,"threshold_uncertainty_score":0.9955477},"labels":[],"label_agreement":null},{"id":"W2511018882","doi":"10.2176/nmc.ra.2016-0092","title":"Enhancing Neurosurgical Education in Low- and Middle-income Countries: Current Methods and New Advances","year":2016,"lang":"en","type":"review","venue":"Neurologia medico-chirurgica","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University of Toronto; Krembil Foundation","funders":"","keywords":"Low and middle income countries; Economic shortage; Neurosurgery; Curriculum; Medicine; Process (computing); Global health; Health sector; Business; Developing country; Economic growth; Health services; Nursing; Surgery; Computer science; Environmental health; Economics; Public health","score_opus":0.04018114020949569,"score_gpt":0.4179624674154484,"score_spread":0.3777813272059527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511018882","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":[0.0014650762,0.9918374,0.00009049871,0.0009887528,0.0034140798,0.0013748129,0.000024189854,0.00010494054,0.00070025906],"genre_scores_gemma":[0.00008535663,0.99657893,0.0006293569,0.0014262028,0.000807375,0.00012681923,0.000035834495,0.00006124164,0.00024885536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947683,0.00095005374,0.0015969571,0.0011922045,0.00051640876,0.0009760514],"domain_scores_gemma":[0.9945179,0.0029571345,0.00059955457,0.0005500427,0.00008035497,0.0012950114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015429796,0.0007413388,0.0029615154,0.0005486451,0.0001182128,0.000041654363,0.00020874014,0.00061687536,0.00013891622],"category_scores_gemma":[0.0019217661,0.00048395136,0.00026030297,0.00043683403,0.00033333033,0.00015426021,0.00018711419,0.0013965138,0.000045651363],"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":[0.00013629293,0.00009087419,0.00070370815,0.03447171,0.0000145896465,0.00016541792,0.000029388566,2.1506825e-8,2.8964658e-7,0.00020154512,0.00017041493,0.9640157],"study_design_scores_gemma":[0.0009503743,0.00034519855,0.0007725887,0.04744459,0.00024087181,0.0009716834,0.000006473107,0.0000040442546,0.0000010397596,0.0002116307,0.9487092,0.00034233808],"about_ca_topic_score_codex":0.000020521087,"about_ca_topic_score_gemma":0.000009469327,"teacher_disagreement_score":0.9636734,"about_ca_system_score_codex":0.000118600125,"about_ca_system_score_gemma":0.003160968,"threshold_uncertainty_score":0.9997612},"labels":[],"label_agreement":null},{"id":"W2511054813","doi":"10.1080/14739879.2016.1219235","title":"Lessons learned in global family medicine education from a Besrour Centre capacity-building workshop","year":2016,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Global Health and Surgery","field":"Medicine","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; University of Manitoba","funders":"","keywords":"Context (archaeology); Directive; Adaptability; Medical education; Capacity building; Public relations; Political science; Medicine; Management; Computer science","score_opus":0.05001056153347614,"score_gpt":0.3660675056101052,"score_spread":0.31605694407662904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511054813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123795,0.005157643,0.00039995776,0.06434322,0.0034725617,0.0008871194,0.00017419388,0.00007456586,0.01311122],"genre_scores_gemma":[0.9853349,0.0002775684,0.0030537208,0.007325221,0.001268701,0.00012822603,0.0009729269,0.000024276711,0.0016144589],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998388,0.000071069444,0.00041116562,0.0004329801,0.0002659163,0.0004308933],"domain_scores_gemma":[0.9985123,0.0002316934,0.00013373581,0.00035867468,0.000405657,0.00035793427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021854829,0.00018951933,0.00036299616,0.00015061804,0.000096658536,0.00001234966,0.00010922224,0.00016637126,0.000093288494],"category_scores_gemma":[0.0005320653,0.0001454202,0.00009444762,0.00035599995,0.00006304809,0.00014800763,0.000024313618,0.00012945879,0.00003370265],"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":[0.00033655233,0.000374787,0.11272547,0.0004149035,0.000020495589,0.0000014345671,0.001728386,6.186146e-7,0.00180652,0.0041278745,0.07818464,0.8002783],"study_design_scores_gemma":[0.003041728,0.00012262801,0.6189256,0.0038141196,0.00012283842,0.00001473132,0.02304257,0.0000033412487,0.00017502462,0.009301975,0.34106988,0.0003655935],"about_ca_topic_score_codex":0.0012753342,"about_ca_topic_score_gemma":0.00024877005,"teacher_disagreement_score":0.79991275,"about_ca_system_score_codex":0.0019260772,"about_ca_system_score_gemma":0.0037730832,"threshold_uncertainty_score":0.66932875},"labels":[],"label_agreement":null},{"id":"W2512091214","doi":"10.1016/j.aogh.2016.04.180","title":"Three year review of anti-jiggers education and treatment intervention programming in Sabatia District, Western Province, Kenya","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Public health; Publication; Medicine; Political science; Publishing; Public relations; Nursing; Geography; Law","score_opus":0.039463189517795885,"score_gpt":0.40393244390265876,"score_spread":0.3644692543848629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512091214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93515515,0.048820477,0.00009263242,0.014143019,0.00013799885,0.0012303424,0.00007980276,0.000016798564,0.00032380162],"genre_scores_gemma":[0.95497817,0.04362747,0.00024081329,0.0010288599,0.000034283043,0.000020561387,0.000029593348,0.000005368421,0.000034890247],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986321,0.00006404547,0.00063745613,0.00018697562,0.00017961841,0.00029985505],"domain_scores_gemma":[0.9990913,0.00003036969,0.00033358374,0.00018016965,0.0001320824,0.00023248675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000524715,0.00010924743,0.0004809426,0.0000506533,0.00001832524,0.0000025951028,0.000037909962,0.00004317702,0.000008401589],"category_scores_gemma":[0.000097893215,0.00007308012,0.00009288015,0.00023043856,0.000052598378,0.0000722718,0.00001615837,0.000032193377,0.0000036998977],"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":[0.00007845399,0.00047489748,0.42029744,0.004453929,0.00000908943,0.0000014378904,0.000010058205,6.778528e-9,0.0000014563354,0.00023359661,0.0018691946,0.57257044],"study_design_scores_gemma":[0.0008297263,0.0016301469,0.9564556,0.024668692,0.00001713351,0.000017130853,0.000042375374,0.0000011265444,0.000029006264,0.00014166298,0.016099308,0.00006811131],"about_ca_topic_score_codex":0.0029503326,"about_ca_topic_score_gemma":0.0012841647,"teacher_disagreement_score":0.5725023,"about_ca_system_score_codex":0.00022952897,"about_ca_system_score_gemma":0.0010318032,"threshold_uncertainty_score":0.446004},"labels":[],"label_agreement":null},{"id":"W2513620202","doi":"10.1016/j.aogh.2016.04.531","title":"“Its spirit is strong”: Shawi spirits, healers and diarrhea in the Amazon","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Guelph","funders":"","keywords":"Annals; Global health; Public health; Publication; Publishing; Political science; Medicine; Public relations; Law; History; Nursing; Classics","score_opus":0.06272282475655298,"score_gpt":0.40611191042457934,"score_spread":0.34338908566802634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513620202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6417327,0.009332054,0.000011286107,0.34434286,0.0001438363,0.000542227,0.00023864539,0.000022558585,0.003633849],"genre_scores_gemma":[0.93714476,0.005918637,0.000043239346,0.056663465,0.00011854246,0.000009931801,0.000006595971,0.000008598996,0.00008622007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744767,0.00017394555,0.00065745943,0.0003306197,0.00046055965,0.0009297264],"domain_scores_gemma":[0.9985674,0.00014524253,0.00018470135,0.00035080698,0.00013978963,0.00061203487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015160176,0.00018857239,0.00054635375,0.00006210633,0.00008631596,0.000009208797,0.0001337911,0.000114159455,0.00006662609],"category_scores_gemma":[0.00013801629,0.00011013284,0.00010216975,0.00038668708,0.00012405025,0.000105251675,0.000037455316,0.00014760582,0.000052373143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090888323,0.0004526005,0.40203848,0.0011505134,0.00003148693,0.00006314071,0.00034866665,2.7524317e-7,0.00001606366,0.020501839,0.3613433,0.21314476],"study_design_scores_gemma":[0.0015869947,0.0014903306,0.8765971,0.0009967097,0.000008682788,0.00009332773,0.00019360283,0.000014515434,0.000090507325,0.00088978314,0.11788283,0.00015557715],"about_ca_topic_score_codex":0.0018445682,"about_ca_topic_score_gemma":0.00056806824,"teacher_disagreement_score":0.47455865,"about_ca_system_score_codex":0.00011831311,"about_ca_system_score_gemma":0.0007509604,"threshold_uncertainty_score":0.44910866},"labels":[],"label_agreement":null},{"id":"W2514193481","doi":"10.1016/j.aogh.2016.04.544","title":"Building surgical capacity through the implementation of an online neurosurgical curriculum in Preah-Kossamak Hospital in Cambodia","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Reach Technologies (Canada); Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Annals; Global health; Publication; Public health; Publishing; Health care; Political science; Medicine; Public relations; Nursing; Law; History","score_opus":0.05390643137374962,"score_gpt":0.4320060385734827,"score_spread":0.37809960719973307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514193481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729181,0.0005426538,0.000015876345,0.025129765,0.00020762607,0.0006204132,0.00039053688,0.000017466498,0.00015759385],"genre_scores_gemma":[0.99695736,0.0008871031,0.00031763894,0.0016884414,0.00010366118,0.000010324838,0.00002516086,0.0000080434,0.000002245945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969998,0.00036785504,0.0010901827,0.00031992586,0.0004615064,0.0007607166],"domain_scores_gemma":[0.99871963,0.00015246248,0.00033674305,0.00029554893,0.00016891614,0.00032669143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011405568,0.00017121913,0.00062594475,0.000056035205,0.00004327338,0.0000043493774,0.00013603497,0.00010350388,0.000029443208],"category_scores_gemma":[0.00013555022,0.00010329444,0.00012446665,0.00057203876,0.00015808849,0.00019347838,0.00004650052,0.0001765513,0.0000018981892],"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":[0.00041492278,0.001567611,0.9309899,0.00024912888,0.000011076163,0.00008804966,0.00025134897,0.000005300989,0.000017284605,0.0133562945,0.0016673255,0.051381752],"study_design_scores_gemma":[0.0022672513,0.0015126797,0.99048424,0.00036238582,0.0000048553215,0.000063992324,0.0004821232,0.00003834499,0.00010926782,0.0017230719,0.002849653,0.00010214827],"about_ca_topic_score_codex":0.027631028,"about_ca_topic_score_gemma":0.0047792504,"teacher_disagreement_score":0.05949432,"about_ca_system_score_codex":0.00018907276,"about_ca_system_score_gemma":0.0006257168,"threshold_uncertainty_score":0.97884405},"labels":[],"label_agreement":null},{"id":"W2514499008","doi":"10.1016/j.aogh.2016.04.076","title":"Development and progressive implementation of comprehensive interdisciplinary global health education in four health professional disciplines","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Sherbrooke","funders":"","keywords":"Engineering ethics; Medical education; Political science; Medicine; Engineering","score_opus":0.05794117118196519,"score_gpt":0.5064705093816451,"score_spread":0.4485293381996799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514499008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87076277,0.007950666,0.00007581772,0.11894528,0.0004480714,0.0014183584,0.0002908832,0.000022555438,0.000085602056],"genre_scores_gemma":[0.98801327,0.0010781244,0.0030047153,0.007628107,0.00008618338,0.000052313106,0.000105052015,0.0000098803575,0.000022386317],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99640524,0.00026590246,0.0015841303,0.0004142202,0.00050423335,0.0008262725],"domain_scores_gemma":[0.99740094,0.00006446328,0.0011025689,0.0002208303,0.00042166503,0.0007895465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009313637,0.00023750562,0.0008750994,0.000109519395,0.00016993146,0.000004863876,0.000091734575,0.000077715915,0.000015591102],"category_scores_gemma":[0.000027379709,0.00016969636,0.000077426026,0.0004478757,0.00013347072,0.00014536871,0.00019918352,0.00009639642,0.0000035076368],"study_design_candidate":"observational","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":[0.00066175056,0.0005477457,0.2547241,0.0020405108,0.000028140628,0.0000037571476,0.00066975306,2.6605616e-7,0.000004796508,0.002866026,0.019406613,0.71904653],"study_design_scores_gemma":[0.0014425179,0.001280069,0.98401505,0.0035572888,0.0000030481858,0.00007146567,0.004999375,0.0000037254558,0.00004388195,0.0019699074,0.002495031,0.00011861709],"about_ca_topic_score_codex":0.0013734018,"about_ca_topic_score_gemma":0.002692583,"teacher_disagreement_score":0.72929096,"about_ca_system_score_codex":0.0009824036,"about_ca_system_score_gemma":0.018661575,"threshold_uncertainty_score":0.9869017},"labels":[],"label_agreement":null},{"id":"W2516202429","doi":"10.1016/j.aogh.2016.04.534","title":"Barriers to surgery in low- and middle-income countries: Patient perceptions in Vietnam","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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; Western University","funders":"","keywords":"Low and middle income countries; Low income; Perception; Middle income country; Medicine; Socioeconomics; Business; Economic growth; Psychology; Developing country; Economics","score_opus":0.027966708624196594,"score_gpt":0.35227561572081967,"score_spread":0.3243089070966231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516202429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406041,0.0013669959,0.000008543762,0.056758747,0.00020912192,0.00049317017,0.00021590636,0.000019738476,0.00032367566],"genre_scores_gemma":[0.9727984,0.0030814675,0.000056919285,0.023978706,0.00003339303,0.000021426002,0.0000045802767,0.000008173432,0.000016906733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753255,0.00013425872,0.00087974593,0.00029866945,0.00031921105,0.00083558215],"domain_scores_gemma":[0.9977851,0.0002025704,0.00013284563,0.00024155775,0.00014670604,0.0014912384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010789321,0.00015616423,0.00065538107,0.0001939085,0.00005771681,0.000004993694,0.000049720056,0.00009969937,0.00009568759],"category_scores_gemma":[0.00066951686,0.00011907776,0.00008023092,0.000558607,0.00008901176,0.00008991623,0.000037622674,0.00008687509,0.00003781133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065968663,0.00008487462,0.9814372,0.0009259622,0.0000056439208,0.000036575853,0.00030365694,0.000001478871,0.0000018206224,0.0004138487,0.0059610023,0.010168247],"study_design_scores_gemma":[0.0005464355,0.00046628702,0.98759496,0.005708444,0.0000018797758,0.000024202616,0.00043495762,0.000005486521,0.000007284461,0.00022472952,0.0048700683,0.00011527619],"about_ca_topic_score_codex":0.001918785,"about_ca_topic_score_gemma":0.0021395534,"teacher_disagreement_score":0.03278004,"about_ca_system_score_codex":0.00037268593,"about_ca_system_score_gemma":0.0016916422,"threshold_uncertainty_score":0.48558503},"labels":[],"label_agreement":null},{"id":"W2517430438","doi":"10.1186/s12978-016-0203-3","title":"Switching the poles in sexual and reproductive health research: implementing a research capacity-strengthening network in West and North Africa","year":2016,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Global Health and Surgery","field":"Medicine","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":"Reproductive medicine; Reproductive health; Capacity building; Implementation research; Family planning; Public health; Economic growth; Health policy; Public relations; Political science; Medicine; Population; Nursing; Environmental health","score_opus":0.2987036705194281,"score_gpt":0.44113873748780874,"score_spread":0.14243506696838065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517430438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89331245,0.009651277,0.000017548218,0.09446608,0.00014116068,0.001893068,0.000016437534,0.000033176802,0.0004688146],"genre_scores_gemma":[0.99483943,0.0024939433,0.00060821354,0.00049975375,0.0011930418,0.00011189428,0.000005855108,0.000037896978,0.00020996455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893651,0.0037448248,0.001054403,0.0018425116,0.0009641599,0.0030290228],"domain_scores_gemma":[0.9957727,0.0018299377,0.00026514314,0.0010573188,0.00043056332,0.00064434105],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.046565346,0.00024396699,0.00072168926,0.000550836,0.001242239,0.000044830074,0.00013934968,0.000082374834,0.000010898751],"category_scores_gemma":[0.00567465,0.00015732674,0.00002935254,0.0020670325,0.00052828377,0.00021904276,0.0003720054,0.0017208774,0.000011547189],"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":[0.0008079322,0.00023366186,0.7071277,0.0007303035,0.000030272282,0.00003702309,0.03841397,0.000005748721,0.000183725,0.001775521,0.0061354376,0.24451874],"study_design_scores_gemma":[0.0014031287,0.0012132758,0.9511026,0.0011943033,0.0000036291985,0.00017065516,0.025175344,0.000034532914,0.000022454016,0.0026824966,0.016788611,0.0002089439],"about_ca_topic_score_codex":0.018684696,"about_ca_topic_score_gemma":0.01571458,"teacher_disagreement_score":0.2443098,"about_ca_system_score_codex":0.001040168,"about_ca_system_score_gemma":0.00165482,"threshold_uncertainty_score":0.98784995},"labels":[],"label_agreement":null},{"id":"W2517735299","doi":"10.1016/j.physio.2015.03.1634","title":"An inter-professional and international initiative on the role of health sciences faculties in achieving United Nations Millennium Development Goals","year":2015,"lang":"en","type":"article","venue":"Physiotherapy","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Globe; Millennium Development Goals; Curriculum; Professional development; Political science; Medical education; Medicine; Faculty development; Economic growth; Developing country","score_opus":0.09268915141249524,"score_gpt":0.42497953074381817,"score_spread":0.33229037933132294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517735299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902001,0.0005315631,0.000019198596,0.007873393,0.00012313353,0.0001901761,0.0000089530295,0.000009918714,0.0010435572],"genre_scores_gemma":[0.99515915,0.0002677374,0.0004547565,0.0040036193,0.00003086032,0.000017648776,0.000023827524,0.000004255834,0.000038139216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991686,0.00013572807,0.00022065824,0.00011533905,0.0002214094,0.00013827386],"domain_scores_gemma":[0.9994984,0.00016562443,0.000092745315,0.000059442926,0.000103945116,0.000079787285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006423737,0.0000678162,0.00014072676,0.00042760596,0.00011496262,0.00000834055,0.00007519962,0.000020968477,0.000016077547],"category_scores_gemma":[0.00007248432,0.000041517902,0.000013781953,0.0004500167,0.00009741929,0.00007675854,0.000015080352,0.00008427206,0.0000017201218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014867015,0.0023210733,0.6962105,0.00017041624,0.00013948436,0.0000023298214,0.08600862,0.00013868231,0.008054072,0.037990868,0.004294017,0.16318321],"study_design_scores_gemma":[0.001646802,0.0007877753,0.93203896,0.0010096916,0.0000017230162,0.0000032137825,0.031608075,0.0011917654,0.0019340474,0.0017829136,0.027847603,0.00014741204],"about_ca_topic_score_codex":0.00024552096,"about_ca_topic_score_gemma":0.00007601456,"teacher_disagreement_score":0.23582846,"about_ca_system_score_codex":0.00007167145,"about_ca_system_score_gemma":0.00039415172,"threshold_uncertainty_score":0.1693051},"labels":[],"label_agreement":null},{"id":"W2517989954","doi":"10.1016/j.aogh.2016.04.084","title":"CUGH Trainee Advisory Committee (TAC) survey: the trainee perspectives in global health","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Publication; Public health; Publishing; Political science; Health policy; Medicine; Health care; Public relations; Law; Nursing; Geography","score_opus":0.0821630949718071,"score_gpt":0.4224627308985768,"score_spread":0.3402996359267697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517989954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5438627,0.029506303,0.00028830607,0.41552463,0.0005942695,0.0016231765,0.0024234618,0.00013596751,0.006041217],"genre_scores_gemma":[0.9587787,0.006333588,0.00011914011,0.03436203,0.00020848891,0.000020819534,0.00004081796,0.00002074381,0.00011569989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99421537,0.0011548396,0.0013916901,0.0006109293,0.00077975215,0.0018473907],"domain_scores_gemma":[0.99661434,0.00052965444,0.00050558907,0.0007526701,0.0004185733,0.0011791675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005211851,0.00039831662,0.0012922757,0.00008643318,0.00021145372,0.0000130828,0.00034625462,0.0001816054,0.000075699165],"category_scores_gemma":[0.00095286535,0.00024592364,0.00030948356,0.0012297302,0.00039544422,0.00014346436,0.00007093102,0.00029860486,0.000047607995],"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":[0.002402844,0.0014148509,0.38818687,0.00068195,0.00010917909,0.00004639512,0.0012348547,0.0000038039357,0.0000029096148,0.032178115,0.3024006,0.27133763],"study_design_scores_gemma":[0.0021034768,0.0015517201,0.9722082,0.0005992192,0.000005881488,0.00009204215,0.001632434,0.0000150291735,0.000002923127,0.004019839,0.01756978,0.00019942499],"about_ca_topic_score_codex":0.016648652,"about_ca_topic_score_gemma":0.012681282,"teacher_disagreement_score":0.58402133,"about_ca_system_score_codex":0.0011724558,"about_ca_system_score_gemma":0.00477614,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2517998819","doi":"10.1186/s12961-016-0136-x","title":"Blended learning across universities in a South–North–South collaboration: a case study","year":2016,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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":"European Commission","keywords":"Thematic analysis; Medical education; Health services research; Capacity building; Health informatics; Qualitative research; Blended learning; Health administration; Class (philosophy); Qualitative property; Medicine; Political science; Pedagogy; Educational technology; Public health; Psychology; Sociology; Nursing; Computer science","score_opus":0.23649337501802836,"score_gpt":0.5132951855212534,"score_spread":0.27680181050322505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517998819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99039024,0.0010622961,0.000007664739,0.0061653373,0.0001009223,0.0016311931,0.00007116267,0.000047839058,0.00052337284],"genre_scores_gemma":[0.994713,0.00015745375,0.0000035162684,0.00026416167,0.00035682356,0.00007798445,0.0000039134065,0.000014416826,0.004408722],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99517417,0.0018891379,0.000517721,0.00035552966,0.0006948007,0.0013686691],"domain_scores_gemma":[0.99750274,0.00065994635,0.000106424755,0.00026020885,0.0004906782,0.0009799734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005852025,0.0001336475,0.00047765707,0.0005492974,0.000760944,0.00007007077,0.00005720159,0.00009504212,0.0000065309882],"category_scores_gemma":[0.0009800096,0.00009442739,0.000027250107,0.0013081325,0.00015649229,0.000119503056,0.000079152254,0.00044314473,0.00003006661],"study_design_candidate":"qualitative","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":[0.0010203116,0.00026101625,0.77689445,0.0022751046,0.00003869062,0.008329454,0.20269354,0.000011784065,0.0000063904663,0.0013999965,0.0013335953,0.005735689],"study_design_scores_gemma":[0.0051376186,0.0022571576,0.06548495,0.00079714024,0.000003680474,0.0014657973,0.90646833,0.0002293106,9.147336e-7,0.000010849563,0.017991057,0.00015319168],"about_ca_topic_score_codex":0.026792891,"about_ca_topic_score_gemma":0.0070290077,"teacher_disagreement_score":0.7114095,"about_ca_system_score_codex":0.0009835709,"about_ca_system_score_gemma":0.0061062216,"threshold_uncertainty_score":0.9995282},"labels":[],"label_agreement":null},{"id":"W2519008100","doi":"10.1186/s40064-016-3046-z","title":"Financial contributions to global surgery: an analysis of 160 international charitable organizations","year":2016,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Global Health and Surgery","field":"Medicine","cited_by":22,"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":"Revenue; Health care; Liberian dollar; Finance; Specialty; Currency; Business; Medicine; Economics; Family medicine; Economic growth","score_opus":0.010310237404064188,"score_gpt":0.31774665855221623,"score_spread":0.30743642114815206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519008100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97811186,0.000052797368,0.012760529,0.0058887755,0.0006910431,0.00016218873,0.0010567622,0.00006557085,0.0012104568],"genre_scores_gemma":[0.9983282,0.000030729516,0.00029501333,0.0007704363,0.000173642,0.000009461916,0.000111110196,0.0000060006664,0.0002754132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988406,0.000025359786,0.0003446608,0.00021341663,0.00025750598,0.00031850953],"domain_scores_gemma":[0.99848497,0.00008895706,0.000077990146,0.0002613948,0.0007785905,0.00030811472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003158749,0.000089596426,0.00037827942,0.00028493555,0.00006747918,0.000008690115,0.00008903957,0.00007346949,0.0007145482],"category_scores_gemma":[0.0022379195,0.000069970774,0.00012523808,0.00171554,0.00003335725,0.00009232186,0.0000435548,0.00003833579,0.00007255654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014865755,0.00022299078,0.9694736,0.000011489193,0.00021603526,0.00001667173,0.000034908346,0.00002441169,0.0011353208,0.018831989,0.003835661,0.006048269],"study_design_scores_gemma":[0.00039961742,0.00005546615,0.98254323,0.000056472523,0.00028822408,0.0000071474897,0.000015690744,0.00018023307,0.0006550774,0.00019270576,0.015504613,0.000101542486],"about_ca_topic_score_codex":0.00040833958,"about_ca_topic_score_gemma":0.000339369,"teacher_disagreement_score":0.020216318,"about_ca_system_score_codex":0.00034760006,"about_ca_system_score_gemma":0.0006373977,"threshold_uncertainty_score":0.7823802},"labels":[],"label_agreement":null},{"id":"W2521573804","doi":"10.1080/15265161.2016.1214316","title":"The Role of Development Research Funders in Promoting Equity in Research Consortia","year":2016,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"","keywords":"Equity (law); Political science; Public relations; Engineering ethics; Economic growth; Economics; Law; Engineering","score_opus":0.3828707529104868,"score_gpt":0.5437684128041477,"score_spread":0.1608976598936609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521573804","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":[0.17980643,0.0022287786,0.0000031302202,0.816026,0.00014391192,0.0004224441,0.000004178939,0.0000031499364,0.0013619985],"genre_scores_gemma":[0.9270331,0.004409867,0.00027506246,0.066556774,0.0013117846,0.000017925637,0.000003138313,0.00004840699,0.00034389232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894819,0.0042741494,0.0014526796,0.0002200308,0.0031067645,0.0014644458],"domain_scores_gemma":[0.98627704,0.010368194,0.0009950054,0.0005065421,0.0016517341,0.00020147258],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0622829,0.00017344618,0.00082320184,0.00084296364,0.0002780236,0.000032257227,0.0008055497,0.0003111395,0.000011876234],"category_scores_gemma":[0.004543653,0.00008405148,0.00012450629,0.0013475943,0.0053823325,0.00003811282,0.00034230915,0.012462371,0.000013159408],"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":[0.0047343145,0.00025700105,0.042372033,0.0012318053,0.00029026993,0.0019582536,0.012558084,0.0000016796938,0.0010545092,0.00060358044,0.20782349,0.727115],"study_design_scores_gemma":[0.0011051988,0.0021338828,0.012989551,0.007933454,0.000026022006,0.0004427932,0.019249847,0.000017335053,0.0014624322,0.00984175,0.94454575,0.00025197826],"about_ca_topic_score_codex":0.0011899078,"about_ca_topic_score_gemma":0.00034129515,"teacher_disagreement_score":0.7494692,"about_ca_system_score_codex":0.0008935975,"about_ca_system_score_gemma":0.008452787,"threshold_uncertainty_score":0.99732447},"labels":[],"label_agreement":null},{"id":"W2524381787","doi":"10.1093/fampra/cmw104","title":"Participatory methods for research prioritization in primary care: an analysis of the World Café approach in Ireland and the USA","year":2016,"lang":"en","type":"article","venue":"Family Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":109,"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 Limerick; Health Service Executive; Canadian Institute of Steel Construction","keywords":"Snowball sampling; Stakeholder engagement; Stakeholder; Participatory action research; Community engagement; Medicine; Citizen journalism; Community-based participatory research; Prioritization; Public relations; Public engagement; Health care; Medical education; Nursing; Sociology; Political science; Process management; Business","score_opus":0.18696389759296325,"score_gpt":0.5029221285633604,"score_spread":0.3159582309703971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524381787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816929,0.0026144022,0.0018547579,0.0030303742,0.00009972414,0.0013176582,0.000011900347,0.0000064443243,0.009371819],"genre_scores_gemma":[0.9915097,0.00029952277,0.006379788,0.0013763757,0.00003552141,0.00015396335,0.000009936182,0.000008165017,0.00022703617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645466,0.0024051578,0.00034246757,0.00021660562,0.00028261734,0.00029849244],"domain_scores_gemma":[0.9928971,0.0062883073,0.00011481242,0.00035141114,0.00026078944,0.00008760898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103592435,0.000067870686,0.0003153957,0.0003035672,0.00007737686,0.000010847846,0.00008419451,0.00006480408,0.0000022019665],"category_scores_gemma":[0.00362923,0.000032749907,0.00005287249,0.0014830836,0.00019519309,0.00018891675,0.000046152698,0.00022014747,5.070704e-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":[0.004568835,0.00032834985,0.93358874,0.00038645693,0.00012852186,0.0000045929737,0.0028164322,0.00003311807,0.0008775309,0.0036736857,0.00031843092,0.0532753],"study_design_scores_gemma":[0.002205413,0.000059828017,0.9837459,0.000076919736,0.00032415992,0.0000022752154,0.0017416781,0.0016706873,0.000048598846,0.000092749644,0.00998441,0.000047433543],"about_ca_topic_score_codex":0.0013617987,"about_ca_topic_score_gemma":0.001182812,"teacher_disagreement_score":0.053227864,"about_ca_system_score_codex":0.00018453006,"about_ca_system_score_gemma":0.00034247694,"threshold_uncertainty_score":0.43447894},"labels":[],"label_agreement":null},{"id":"W2526302256","doi":"10.1503/cjs.000816","title":"The International Association of Student Surgical Societies: creation and dissemination","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Falling (accident); Medical education; Public relations; Environmental health; Political science","score_opus":0.016308070002429693,"score_gpt":0.3039787864105106,"score_spread":0.28767071640808095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526302256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97409546,0.00087925786,0.000014965276,0.023028068,0.000888141,0.000044650493,0.000012175317,0.000001763152,0.0010355179],"genre_scores_gemma":[0.9969403,0.0013052525,0.000008515349,0.00012522683,0.00021477584,9.767251e-7,0.0000022707236,0.0000039768165,0.0013987054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990179,0.000043600747,0.0004020823,0.000048237533,0.00031829794,0.00016989351],"domain_scores_gemma":[0.9969506,0.0018523607,0.00034035117,0.00004928892,0.00048512642,0.00032224445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017424272,0.000046788467,0.00017278876,0.00013288615,0.00007559908,0.00001959823,0.000042118867,0.00005816709,0.0000676616],"category_scores_gemma":[0.0013904187,0.000026433014,0.00010003447,0.00007352124,0.000056311044,0.000092221635,0.000003970352,0.0000693261,0.0000012725615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055345252,0.000011046666,0.9051917,0.000012174489,0.00005078362,0.00004384281,0.0001145551,1.1410895e-7,0.0000947549,0.00021592084,0.066782154,0.02742759],"study_design_scores_gemma":[0.00026256588,0.000032471828,0.90724057,0.00040118332,0.00002659248,0.0001391352,0.0003334369,0.000003508386,0.00013999884,0.00015688887,0.09122403,0.000039616087],"about_ca_topic_score_codex":0.000101503574,"about_ca_topic_score_gemma":0.00032508254,"teacher_disagreement_score":0.027387973,"about_ca_system_score_codex":0.00042612426,"about_ca_system_score_gemma":0.0009116937,"threshold_uncertainty_score":0.16645615},"labels":[],"label_agreement":null},{"id":"W2527839975","doi":"10.3402/gha.v9.30434","title":"‘Research clinics’: online journal clubs between south and north for student mentoring","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Globe; Low and middle income countries; Medical education; Global health; Developing country; Capacity building; Medicine; Public relations; Political science; Nursing; Economic growth; Public health","score_opus":0.21119344352298194,"score_gpt":0.5450891827461137,"score_spread":0.33389573922313176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527839975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871225,0.0009473292,0.0012159327,0.008153606,0.0013679551,0.000799434,0.0002362945,0.000044499564,0.00011247707],"genre_scores_gemma":[0.9935258,0.001949348,0.0006103908,0.0010715707,0.0025915238,0.00001902713,0.000037516304,0.000011990155,0.000182802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972692,0.00016397765,0.0006352523,0.00029054846,0.00063353806,0.001007449],"domain_scores_gemma":[0.9976943,0.00024350939,0.00020495142,0.00016928843,0.00037890728,0.0013090069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024978598,0.00012861125,0.00037670223,0.000094095194,0.0004731397,0.000028822034,0.00007016086,0.000109223285,0.000011168882],"category_scores_gemma":[0.00027490803,0.00008812232,0.00008275173,0.00023950056,0.00005289958,0.00012289899,0.000044127653,0.00031120988,0.000021980606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004493497,0.00010237346,0.5995917,0.00019254527,0.000024515171,0.000003968007,0.00008243685,2.2980359e-7,0.000002002938,0.00006291659,0.003835313,0.39565268],"study_design_scores_gemma":[0.002477221,0.0014634168,0.9443373,0.00025751244,0.000022556023,0.00006807809,0.0006146885,0.000009156831,0.0000030704314,0.00047819558,0.050190013,0.00007878605],"about_ca_topic_score_codex":0.00011065235,"about_ca_topic_score_gemma":0.00018178114,"teacher_disagreement_score":0.39557388,"about_ca_system_score_codex":0.0014160674,"about_ca_system_score_gemma":0.0010200521,"threshold_uncertainty_score":0.3702967},"labels":[],"label_agreement":null},{"id":"W2528286877","doi":"10.3402/gha.v9.28058","title":"A partial economic evaluation of blended learning in teaching health research methods: a three-university collaboration in South Africa, Sweden, and Uganda","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Family Medicine; Western University","funders":"","keywords":"Activity-based costing; Medical education; Higher education; Blended learning; Medicine; Mathematics education; Psychology; Business; Economic growth; Educational technology; Marketing; Economics","score_opus":0.1845344677266085,"score_gpt":0.5107473412266831,"score_spread":0.32621287350007455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528286877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870596,0.00086585275,0.0015763849,0.008632039,0.00025807007,0.001053969,0.000026878988,0.000029370483,0.0004978249],"genre_scores_gemma":[0.9982682,0.00026275922,0.0012586854,0.000090155314,0.000070948154,0.000010621246,0.000013144839,0.0000055792007,0.000019897998],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951292,0.0029626093,0.00052386377,0.00034717066,0.0004361769,0.00060095487],"domain_scores_gemma":[0.9988208,0.0002436446,0.00027800046,0.00014037894,0.00018228275,0.00033490415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016483834,0.00010021089,0.00038540328,0.0003336029,0.00021206388,0.000009315219,0.00003854911,0.000114111106,0.00001619701],"category_scores_gemma":[0.0008585313,0.00009065138,0.000027800497,0.00048104642,0.000054400865,0.00022117147,0.000029996136,0.0003372128,0.000007718191],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019433898,0.00011871313,0.17338276,0.00032135384,0.000008601075,0.0000027372516,0.0022014529,0.00013822391,0.00011380944,0.001013524,0.0004297096,0.82032573],"study_design_scores_gemma":[0.009588702,0.0017400488,0.9432898,0.0011478044,0.000023425911,0.000022577082,0.009899316,0.022700232,0.000055303928,0.004142133,0.007192165,0.00019845804],"about_ca_topic_score_codex":0.0049576564,"about_ca_topic_score_gemma":0.012187983,"teacher_disagreement_score":0.82012725,"about_ca_system_score_codex":0.00571495,"about_ca_system_score_gemma":0.006110386,"threshold_uncertainty_score":0.99952406},"labels":[],"label_agreement":null},{"id":"W2528868000","doi":"10.3402/gha.v9.30522","title":"Successes and challenges of north–south partnerships – key lessons from the African/Asian Regional Capacity Development projects","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Family Medicine; Western University","funders":"","keywords":"Capacity building; Globe; Political science; Economic growth; Thematic analysis; Public relations; Qualitative research; Medicine; Sociology","score_opus":0.22755919918370007,"score_gpt":0.3620944922510811,"score_spread":0.13453529306738102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528868000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8449844,0.002890752,0.00009078072,0.15021835,0.00043905637,0.0004967069,0.0001251186,0.000056960136,0.0006978429],"genre_scores_gemma":[0.9951898,0.00282499,0.00033742914,0.0013055443,0.00026888045,0.000029768313,0.000022720309,0.000006570265,0.0000143120615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982903,0.0001647459,0.0003794821,0.000309108,0.00037505344,0.00048128274],"domain_scores_gemma":[0.99881095,0.00015472072,0.00025415304,0.00022073122,0.00012673938,0.00043270682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045409307,0.0001508881,0.00031920557,0.0000348983,0.0002128396,0.0000062113786,0.00006627121,0.00008303101,0.000008219635],"category_scores_gemma":[0.00015985894,0.00008660709,0.000042795476,0.00018544932,0.0001317595,0.00008665218,0.00002614704,0.00011110404,0.000012299181],"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":[0.0010730902,0.00021096042,0.34087315,0.0009217105,0.000065207685,0.0000063535167,0.0024692493,1.4022383e-7,0.000006191554,0.00433609,0.005097356,0.6449405],"study_design_scores_gemma":[0.0005812763,0.00013783704,0.92826974,0.00032524957,0.000013753612,0.00002968887,0.0009651279,0.0000013268215,0.000028164864,0.00033528468,0.06923115,0.00008138405],"about_ca_topic_score_codex":0.0015725098,"about_ca_topic_score_gemma":0.011644781,"teacher_disagreement_score":0.64485914,"about_ca_system_score_codex":0.00043199706,"about_ca_system_score_gemma":0.0012493342,"threshold_uncertainty_score":0.6498061},"labels":[],"label_agreement":null},{"id":"W2529121798","doi":"10.3402/gha.v9.30524","title":"North–south collaboration and capacity development in global health research in low- and middle-income countries – the ARCADE projects","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","cited_by":71,"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":"Deliverable; Capacity building; Developing country; Medical education; Work (physics); Low and middle income countries; Political science; Public relations; Medicine; Economic growth; Management; Engineering","score_opus":0.10579361431244422,"score_gpt":0.41082077726099087,"score_spread":0.30502716294854665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529121798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9642231,0.0016216794,0.000038591053,0.03170179,0.00036831928,0.0017481735,0.000111023954,0.00003829174,0.0001490445],"genre_scores_gemma":[0.9956111,0.0015863009,0.0002237018,0.0023400222,0.00011101881,0.00008602978,0.000017515926,0.000006635558,0.000017707986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650776,0.0005845365,0.000711604,0.00044832187,0.00066162326,0.0010861456],"domain_scores_gemma":[0.99863285,0.00015332479,0.0001923838,0.00020226328,0.00022407577,0.00059513387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034105496,0.00017971105,0.00040342772,0.00015563579,0.00040219523,0.000037509017,0.00005907348,0.00013801835,0.0000031802006],"category_scores_gemma":[0.00027937684,0.000118254175,0.000015799644,0.0012917646,0.00019530092,0.00020026875,0.000051026866,0.00028968774,0.000015642576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001088366,0.00008650917,0.9589418,0.0021471141,0.000005841637,0.0000115553585,0.0012339043,0.0000010804766,5.638021e-7,0.0010227348,0.00032575848,0.035134733],"study_design_scores_gemma":[0.0016587888,0.00032666035,0.9909264,0.001963023,0.0000016839341,0.000070250084,0.00086068484,0.00003268229,0.0000070011833,0.00050712796,0.0035507027,0.00009501871],"about_ca_topic_score_codex":0.0053847097,"about_ca_topic_score_gemma":0.07861644,"teacher_disagreement_score":0.073231734,"about_ca_system_score_codex":0.0056353067,"about_ca_system_score_gemma":0.0054278173,"threshold_uncertainty_score":0.9981819},"labels":[],"label_agreement":null},{"id":"W2533265065","doi":"10.1016/j.aogh.2016.10.001","title":"A Protocol to Develop Practice Guidelines for Primary Care Medical Service Trips","year":2017,"lang":"en","type":"review","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto; Institute of Aging; Grand River Hospital","funders":"","keywords":"Annals; Global health; Public health; Medicine; Health care; Health policy; Publication; Political science; Public relations; Nursing; Law; History","score_opus":0.41980767577651185,"score_gpt":0.6250062388848573,"score_spread":0.20519856310834544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533265065","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":[2.675776e-7,0.7726397,0.0000601846,0.08576443,0.0004419624,0.13624853,0.0009944299,0.00006386477,0.003786611],"genre_scores_gemma":[1.0142202e-7,0.76784974,0.009266013,0.16991086,0.0008560292,0.05142982,0.00054742483,0.00004815801,0.00009183024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99256307,0.00039417364,0.0033262565,0.00080622715,0.0015099903,0.001400254],"domain_scores_gemma":[0.9791663,0.00049927627,0.0022823073,0.0011349443,0.014185607,0.002731555],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0051149214,0.00065458,0.004710848,0.0001353321,0.0002947506,0.000029799061,0.00069358124,0.0008002437,0.000022349737],"category_scores_gemma":[0.025616847,0.0004977039,0.0005917313,0.0009739631,0.000054978766,0.00013179726,0.0002540276,0.00047622874,0.000099038465],"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":[0.0005204455,0.0001111523,0.000004417705,0.18937968,0.000070824186,0.000029790692,0.000019282365,2.6848939e-8,5.7091204e-10,0.00011983157,0.2635387,0.5462059],"study_design_scores_gemma":[0.0009007567,0.0010566644,0.00006145071,0.079132035,0.00017319633,0.00040905303,0.00006752696,8.99968e-7,5.7267716e-8,0.000025277706,0.91788,0.000293098],"about_ca_topic_score_codex":0.0016288774,"about_ca_topic_score_gemma":0.00040261357,"teacher_disagreement_score":0.6543413,"about_ca_system_score_codex":0.0008253551,"about_ca_system_score_gemma":0.07282517,"threshold_uncertainty_score":0.99974746},"labels":[],"label_agreement":null},{"id":"W2533955437","doi":"10.1186/s12909-016-0795-x","title":"The Haiti Medical Education Project: development and analysis of a competency based continuing medical education course in Haiti through distance learning","year":2016,"lang":"en","type":"editorial","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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; McGill University Health Centre","funders":"","keywords":"Continuing medical education; Medicine; Medical education; Curriculum; Accreditation; Syllabus; Health care; Family medicine; Nursing; Continuing education; Psychology; Political science; Pedagogy","score_opus":0.01064467800508835,"score_gpt":0.3647023805145949,"score_spread":0.3540577025095066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533955437","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":[0.06469765,0.029796472,0.0061492627,0.035732042,0.8528267,0.0038488582,0.00006283047,0.00022613388,0.0066600367],"genre_scores_gemma":[0.23573932,0.021626903,0.013540312,0.0124317305,0.6762202,0.0052867103,0.021567445,0.00038717204,0.013200229],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99025244,0.00085712894,0.0020668416,0.00086391385,0.005192913,0.0007667833],"domain_scores_gemma":[0.9905209,0.0050772084,0.0010508453,0.0005991614,0.001305035,0.0014468416],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053957133,0.00047244353,0.0013141468,0.00056301913,0.00025494816,0.000051180905,0.00045340636,0.0015847902,0.00063769286],"category_scores_gemma":[0.08204475,0.00033207046,0.00022804028,0.0013124398,0.0006215075,0.0001424862,0.000087972614,0.001698119,0.000011075907],"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":[0.0003791485,0.002496025,0.037084356,0.0017891779,0.00018459388,0.000007197281,0.0013519124,3.873059e-7,4.7478014e-7,0.0017151984,0.6525431,0.30244842],"study_design_scores_gemma":[0.0017024539,0.00011850335,0.02615241,0.015363746,0.0007120707,0.00001873097,0.002180148,0.002095201,0.0000036669735,0.00019151671,0.9510232,0.00043834443],"about_ca_topic_score_codex":0.0012032567,"about_ca_topic_score_gemma":0.0058443057,"teacher_disagreement_score":0.3020101,"about_ca_system_score_codex":0.00079096993,"about_ca_system_score_gemma":0.2824197,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W2535049374","doi":"","title":"Social accountability at the macro level: Framing the big picture.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"College of Family Physicians of Canada","funders":"","keywords":"Accountability; Framing (construction); Macro; Data science; Computer science; Macro level; World Wide Web; Multimedia; Political science; History; Law","score_opus":0.07338295999378659,"score_gpt":0.3010554533367737,"score_spread":0.22767249334298711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535049374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315527,0.0003594316,0.000041500673,0.06016638,0.0008217043,0.0008128412,0.000032021282,0.000054430828,0.0061589805],"genre_scores_gemma":[0.98655784,0.000025921441,0.000003083453,0.007869664,0.0009765372,0.00038573908,0.0000026700106,0.0000105086965,0.00416801],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986378,0.00008647047,0.00019637744,0.00017857159,0.000301462,0.0005992959],"domain_scores_gemma":[0.99899644,0.00042524506,0.000058427868,0.00031245055,0.000063318614,0.00014414433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011466586,0.00010004048,0.00016350504,0.000016320122,0.00034426636,0.0000142165445,0.00011963494,0.000090968446,0.0001033766],"category_scores_gemma":[0.0004996795,0.00003641062,0.00010853977,0.00012375125,0.00019182931,0.000029633879,0.000078874364,0.00014570885,0.00007401407],"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":[0.00024326425,0.000036220856,0.105122365,0.00004001172,0.000025372061,0.000005372482,0.00027965807,2.6809408e-8,0.000051310744,0.00017018136,0.05105308,0.8429731],"study_design_scores_gemma":[0.0003280779,0.0000039993474,0.7812879,0.0000051433044,0.000017674252,0.000012299373,0.00006140181,4.1759768e-7,0.00016385312,0.0003643663,0.21771191,0.00004295555],"about_ca_topic_score_codex":0.000094664785,"about_ca_topic_score_gemma":0.00024556933,"teacher_disagreement_score":0.8429302,"about_ca_system_score_codex":0.00022054953,"about_ca_system_score_gemma":0.000086171254,"threshold_uncertainty_score":0.26478532},"labels":[],"label_agreement":null},{"id":"W2536088931","doi":"10.1007/s10620-016-4347-3","title":"Global Health Education for Gastroenterologists in the USA: Where to from Here?","year":2016,"lang":"en","type":"letter","venue":"Digestive Diseases and Sciences","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Transplant surgery; Hepatology; Medicine; Family medicine; Global health; Public health; Internal medicine; Medical education; General surgery; Pathology","score_opus":0.02997926753934117,"score_gpt":0.36991756398938413,"score_spread":0.339938296450043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536088931","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":[0.28467757,0.0035028388,0.000051064395,0.7089169,0.00047936573,0.0007803464,0.0013324155,0.0000082431325,0.0002512424],"genre_scores_gemma":[0.19321753,0.00032088338,0.00012454212,0.8043889,0.0015016403,0.0001710524,0.00015887711,0.0000046947503,0.00011190736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831706,0.000109506065,0.00022268276,0.0004619344,0.0003175931,0.0005712156],"domain_scores_gemma":[0.99913675,0.00028623367,0.00010377765,0.00015169852,0.00007148352,0.0002500814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026738635,0.00016835982,0.0003216002,0.00006447018,0.00018653093,0.0000610983,0.00017609599,0.00008829067,0.000014332733],"category_scores_gemma":[0.00018688028,0.00008876866,0.000081154896,0.00018203829,0.00025641732,0.000060771228,0.000026812671,0.00011649516,0.000007291184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006713177,0.000030129204,0.5763716,0.00006520694,0.0000030358242,0.00000841258,0.000027064914,1.5010451e-7,5.12135e-8,0.00004420427,0.41572177,0.00766124],"study_design_scores_gemma":[0.00017412489,0.00041846573,0.7958943,0.00044418685,0.000015251293,0.0000064191254,0.00021515995,0.0000020583889,2.1409987e-8,0.00070888904,0.20205924,0.00006184091],"about_ca_topic_score_codex":0.0026830055,"about_ca_topic_score_gemma":0.00040497634,"teacher_disagreement_score":0.21952276,"about_ca_system_score_codex":0.0001385338,"about_ca_system_score_gemma":0.0012697772,"threshold_uncertainty_score":0.40559196},"labels":[],"label_agreement":null},{"id":"W2537276247","doi":"10.1111/medu.13106","title":"Host community perspectives on trainees participating in short‐term experiences in global health","year":2016,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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 Foundation for Healthcare Improvement; Stanford University","keywords":"Thematic analysis; Global health; Context (archaeology); Medical education; Psychology; Public relations; Medicine; Qualitative research; Nursing; Political science; Public health; Sociology; Geography; Social science","score_opus":0.04309430477946762,"score_gpt":0.43999847903712314,"score_spread":0.3969041742576555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537276247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96850353,0.00046973772,0.00002092524,0.029041031,0.00033329552,0.00020012299,0.0000020790133,0.000021775128,0.0014075193],"genre_scores_gemma":[0.9938121,0.00013697319,0.00004428812,0.005604929,0.00012719477,0.00024772907,0.0000066290577,0.000003886735,0.000016272861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984508,0.00031070042,0.00035531152,0.00015553567,0.00036064646,0.00036698146],"domain_scores_gemma":[0.9991958,0.00021080299,0.000030668252,0.00016749579,0.000036048084,0.00035914907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012306985,0.00008569556,0.00022546943,0.00007922728,0.00006757128,0.000005092536,0.00007604419,0.0000761739,0.00030642422],"category_scores_gemma":[0.0034591525,0.000056947083,0.000027439342,0.00026857088,0.00012444927,0.000057200443,0.000014197364,0.00023625461,0.000009661934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014992058,0.0022507282,0.6322017,0.00008977271,0.000002812838,0.000008053973,0.08471666,1.0667171e-7,0.000013023432,0.0006665391,0.002712112,0.27718863],"study_design_scores_gemma":[0.0004888995,0.0002979634,0.8953313,0.0010540377,0.0000012937697,0.000011366728,0.1022408,0.000027354905,0.000014685856,0.00008386559,0.000387926,0.000060491566],"about_ca_topic_score_codex":0.001736049,"about_ca_topic_score_gemma":0.0015741216,"teacher_disagreement_score":0.27712813,"about_ca_system_score_codex":0.0006566679,"about_ca_system_score_gemma":0.0022779976,"threshold_uncertainty_score":0.41411784},"labels":[],"label_agreement":null},{"id":"W2538753246","doi":"10.1007/s00268-016-3765-x","title":"The Correlation Between Poverty and Access to Essential Surgical Care in Ghana: A Geospatial Analysis","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"Fogarty International Center","keywords":"Poverty; Health geography; Medicine; Geospatial analysis; Regional variation; Population; Health informatics; Environmental health; Geography; Socioeconomics; Economic growth; Public health; Nursing; Business; Health policy; Cartography","score_opus":0.021538412390378063,"score_gpt":0.31516929161041257,"score_spread":0.2936308792200345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538753246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98519135,0.001568696,0.0003344728,0.011797425,0.0005536762,0.00011563483,0.0000110882675,0.0000062334593,0.00042140897],"genre_scores_gemma":[0.99850667,0.00032884028,0.000027076256,0.00044019942,0.00051949953,0.0000020316666,0.0000047975745,0.0000076010274,0.00016330191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981472,0.00017918531,0.00076504605,0.00013671447,0.00042796452,0.00034388408],"domain_scores_gemma":[0.996288,0.0026629337,0.00028138873,0.00013541101,0.00023517502,0.0003970778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015066732,0.00010982648,0.0006060853,0.0007997071,0.00009395213,0.000040999024,0.00006640762,0.000057878806,0.00006436151],"category_scores_gemma":[0.0005070659,0.000057066463,0.00027203094,0.0011242306,0.00004383402,0.00018382019,0.000045667275,0.00018223254,0.0000044568096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012089913,0.000019153038,0.93205047,0.000018752993,0.00012838724,0.0003119269,0.00006471103,0.00000544981,0.000005594186,0.000021360582,0.004758143,0.061407037],"study_design_scores_gemma":[0.00065761927,0.000039536477,0.980121,0.000249214,0.00026601568,0.00008799208,0.00010974784,0.000011047318,0.000027698963,0.000028425058,0.018319465,0.000082194376],"about_ca_topic_score_codex":0.000105868356,"about_ca_topic_score_gemma":0.0010053525,"teacher_disagreement_score":0.061324842,"about_ca_system_score_codex":0.00013689382,"about_ca_system_score_gemma":0.00027456833,"threshold_uncertainty_score":0.23271029},"labels":[],"label_agreement":null},{"id":"W2539540515","doi":"10.15171/ijhpm.2016.137","title":"Evaluating Global Health Partnerships: A Case Study of a Gavi HPV Vaccine Application Process in Uganda","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Global Health and Surgery","field":"Medicine","cited_by":65,"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; University of Washington; GAVI Alliance","keywords":"General partnership; Context (archaeology); Alliance; Public relations; Process (computing); Social network analysis; Conceptual framework; Civil society; Business; Process management; Knowledge management; Political science; Sociology; Computer science; Geography; Social capital","score_opus":0.11412909546046072,"score_gpt":0.5345147335163831,"score_spread":0.4203856380559224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539540515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411432,0.00071960135,0.00085319165,0.05605744,0.00016515244,0.00084928336,0.0000095544765,0.000007029774,0.00019555901],"genre_scores_gemma":[0.993904,0.00090050075,0.00026954393,0.0046672462,0.00020596807,0.000025182559,0.0000016880316,0.000005735425,0.000020142683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99755144,0.00018403656,0.0012061478,0.0001598945,0.00060030795,0.00029819598],"domain_scores_gemma":[0.9983741,0.00007997939,0.0008593951,0.0001111125,0.00031127853,0.00026412916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025926454,0.00010385454,0.00039072993,0.0003662053,0.000050625924,0.00000820037,0.00009892876,0.000025738613,0.0000073870206],"category_scores_gemma":[0.00016117988,0.00007166738,0.000041927677,0.00024744548,0.000015819742,0.000098053446,0.000044557317,0.000087775625,0.0000010589217],"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":[0.001407962,0.001560733,0.09773789,0.0010757872,0.0001955966,0.0010175462,0.0024605892,0.00004557768,0.0000030578099,0.0033096957,0.00064883364,0.8905367],"study_design_scores_gemma":[0.06082181,0.016598247,0.82952887,0.006307982,0.0001675393,0.024295684,0.032858334,0.0012079476,0.00001622675,0.00874424,0.018954815,0.00049831456],"about_ca_topic_score_codex":0.0025002637,"about_ca_topic_score_gemma":0.000745307,"teacher_disagreement_score":0.89003843,"about_ca_system_score_codex":0.0006919316,"about_ca_system_score_gemma":0.0007189063,"threshold_uncertainty_score":0.37796676},"labels":[],"label_agreement":null},{"id":"W2542261586","doi":"10.1371/journal.pone.0165480","title":"Economic Analysis of Children’s Surgical Care in Low- and Middle-Income Countries: A Systematic Review and Analysis","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","cited_by":90,"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":"Psychological intervention; Medicine; EconLit; Checklist; MEDLINE; Health care; Economic evaluation; Quality of life (healthcare); Quality-adjusted life year; Family medicine; Cost effectiveness; Psychology; Nursing; Economic growth; Political science","score_opus":0.03378741104424349,"score_gpt":0.29963582099013797,"score_spread":0.2658484099458945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542261586","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":[0.005384156,0.991304,1.7748293e-7,0.000053366344,0.000009640367,0.0023063596,0.0008238961,0.000014355933,0.000104041894],"genre_scores_gemma":[0.0013176715,0.9979046,0.000016147136,0.000089812085,0.000029735425,0.00018198934,0.0003669906,0.000021347032,0.00007171606],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965096,0.00033021226,0.0019923279,0.0005144445,0.0002965503,0.00035687952],"domain_scores_gemma":[0.9974591,0.0006303871,0.00081133196,0.0006501455,0.000113771064,0.0003352356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086647796,0.00037931208,0.012443802,0.001381413,0.000027425389,0.000012722685,0.000105877334,0.00026338277,0.00015639175],"category_scores_gemma":[0.0002164959,0.00024709827,0.0008454456,0.0012475357,0.000084693595,0.000038662216,0.00005864094,0.00019878932,0.000025510948],"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":[0.000012909345,0.00007914683,0.01422387,0.96608675,0.019171238,0.000027334761,0.000022087565,2.9533924e-8,8.579614e-10,0.000019361201,0.0000015070053,0.00035578065],"study_design_scores_gemma":[0.0002607284,0.0000432488,0.0008479089,0.73581743,0.26242405,0.000019156385,0.000007068038,0.000008088261,3.4951498e-8,4.1968295e-7,0.0003961225,0.00017572504],"about_ca_topic_score_codex":0.00011336069,"about_ca_topic_score_gemma":0.00017590384,"teacher_disagreement_score":0.24325281,"about_ca_system_score_codex":0.00035440765,"about_ca_system_score_gemma":0.00032059322,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W2545033840","doi":"10.1017/s1743921316003380","title":"West African International Summer School for Young Astronomers","year":2015,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; North west; International school; Geography; Library science; Political science; Sociology; Pedagogy; Physical geography; Law; Computer science","score_opus":0.026223987785615226,"score_gpt":0.2838735049786366,"score_spread":0.25764951719302137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545033840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96353453,0.000015991282,0.00024859255,0.014737352,0.0019163225,0.00037372627,0.000050018596,0.000025666164,0.019097788],"genre_scores_gemma":[0.9940316,0.0000019862525,0.0035628646,0.00024697112,0.0006620368,0.00003952703,0.00003871565,0.00001445586,0.0014018181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881196,0.0000039401875,0.00036635972,0.00021062743,0.00036343388,0.00024370242],"domain_scores_gemma":[0.99875927,0.00003494777,0.00021319262,0.00006665589,0.00062966323,0.00029625272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677422,0.000118363685,0.00018700019,0.000113921255,0.00003430391,0.000032246495,0.00038215463,0.000055952478,0.000086771455],"category_scores_gemma":[0.00053774985,0.00009143988,0.00016959368,0.00007652484,0.00008000997,0.00019164938,0.00013649004,0.00015606673,0.000023050014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014112255,0.00021563972,0.946999,0.000025958552,0.00014523214,1.3277122e-7,0.000060165657,0.000052550502,0.0027041442,0.007417047,0.037979536,0.0029893622],"study_design_scores_gemma":[0.005256129,0.0004385307,0.72808003,0.00026284222,0.000098459685,0.000045262983,0.001725634,0.0050237584,0.007777287,0.001272217,0.24972494,0.00029491406],"about_ca_topic_score_codex":0.00008053671,"about_ca_topic_score_gemma":0.0000037573147,"teacher_disagreement_score":0.21891898,"about_ca_system_score_codex":0.00048491327,"about_ca_system_score_gemma":0.00019115974,"threshold_uncertainty_score":0.372881},"labels":[],"label_agreement":null},{"id":"W2547978956","doi":"10.3138/cjh.48.1.196","title":"<i>Being Nuclear: Africans and the Global Uranium Trade</i>, by Gabrielle Hecht","year":2013,"lang":"en","type":"article","venue":"Journal of History","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Uranium; Political science; Physics; Nuclear physics","score_opus":0.008157451903310822,"score_gpt":0.2144192412566659,"score_spread":0.20626178935335507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547978956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7312043,0.061089244,0.000060787635,0.05862818,0.0022237296,0.0003943226,0.0000064657006,0.000035730365,0.14635724],"genre_scores_gemma":[0.98952544,0.0005535876,0.00012711181,0.008910932,0.00021346296,0.0000011398862,4.056561e-7,0.000009280412,0.00065861375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900657,0.00007164366,0.0003538853,0.00007480114,0.0002707983,0.00022231163],"domain_scores_gemma":[0.99923855,0.00008233257,0.00018503246,0.000107833985,0.000064455126,0.00032180917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043474123,0.000086048545,0.0003090154,0.000030186573,0.000074068834,0.000008445213,0.0000730662,0.00005798245,0.0002680853],"category_scores_gemma":[0.000087953,0.00005310748,0.00013110481,0.000057276775,0.00018501791,0.00010026413,0.000009892872,0.00026639007,0.000019593457],"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":[0.00037745255,0.00005937982,0.002297339,0.00004005254,0.000033047087,0.00007247016,0.0005714059,2.0284779e-7,0.00051010726,0.0007947999,0.9924387,0.0028050982],"study_design_scores_gemma":[0.0021155735,0.0002137723,0.008283892,0.000058045232,0.0000732111,0.0016127296,0.00045250606,0.000027701437,0.000008986651,0.00029420856,0.9867936,0.000065801214],"about_ca_topic_score_codex":0.00015646295,"about_ca_topic_score_gemma":0.000002226634,"teacher_disagreement_score":0.25832117,"about_ca_system_score_codex":0.00046556373,"about_ca_system_score_gemma":0.00018272018,"threshold_uncertainty_score":0.2935346},"labels":[],"label_agreement":null},{"id":"W2548282613","doi":"10.1016/j.transci.2016.10.012","title":"Brazilian Association of Hematology, Hemotherapy and Cell Therapy (ABHH) newest member-society of the World Apheresis Association","year":2016,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Global Health and Surgery","field":"Medicine","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 Apheresis Group","funders":"","keywords":"Hemotherapy; Apheresis; Hematology; Medicine; Internal medicine; Intensive care medicine; Platelet","score_opus":0.011866565997192711,"score_gpt":0.2694989593142921,"score_spread":0.25763239331709936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548282613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857691,0.0006636565,0.0000367634,0.010425222,0.00013197408,0.00030715,0.000015322516,0.000017476113,0.002633323],"genre_scores_gemma":[0.9896554,0.0055713304,0.0002842301,0.0011424654,0.000020769063,0.0000041222042,3.40626e-7,0.000007434075,0.0033139314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839807,0.00009091272,0.00033812603,0.00027007057,0.0005781183,0.000324734],"domain_scores_gemma":[0.9987706,0.00041536757,0.00026389008,0.00019520338,0.00019790966,0.00015703944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201476,0.000118058226,0.0003195684,0.00005934387,0.00020581286,0.000011927117,0.0001123553,0.000114155875,0.00021746306],"category_scores_gemma":[0.00009530758,0.00006506483,0.00012513927,0.0007218971,0.0002968037,0.00012424533,0.000018545257,0.00008960833,0.0000014190327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013624039,0.0001083918,0.74141896,0.00009725654,0.000014863361,1.9998927e-7,0.00034056982,1.6026087e-7,0.23459712,0.00014898533,0.0039765295,0.019160703],"study_design_scores_gemma":[0.0027315489,0.00013184403,0.77476716,0.000234943,0.000025520385,0.0000036235044,0.00023641979,0.00003945381,0.21476933,0.00020779147,0.0067349505,0.00011738731],"about_ca_topic_score_codex":0.00028504673,"about_ca_topic_score_gemma":0.0005248772,"teacher_disagreement_score":0.033348203,"about_ca_system_score_codex":0.000102377315,"about_ca_system_score_gemma":0.00018349964,"threshold_uncertainty_score":0.26532668},"labels":[],"label_agreement":null},{"id":"W2551528118","doi":"10.15566/cjgh.v3i2.135","title":"Surgical residency training in the mission setting: current status and future directions","year":2016,"lang":"en","type":"article","venue":"Christian Journal for Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Training (meteorology); Residency training; Medical education; Current (fluid); Medicine; Geography; Geology; Meteorology; Continuing education","score_opus":0.038181090629817026,"score_gpt":0.39691606473182245,"score_spread":0.35873497410200544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551528118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5248036,0.17392536,0.0003959296,0.29080674,0.0066685905,0.0014275373,0.0002635282,0.00007659944,0.0016321465],"genre_scores_gemma":[0.9455636,0.04825027,0.00052128494,0.0019732614,0.003577043,0.000013101778,0.000018425555,0.000016351421,0.000066670495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776196,0.00023127008,0.00057872257,0.0002203088,0.00031165066,0.000896059],"domain_scores_gemma":[0.9982341,0.00024875518,0.00018799397,0.00013625281,0.00009989685,0.0010929992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017756388,0.00015132039,0.0003406954,0.00007679018,0.0005260909,0.000030695544,0.00007038366,0.00007923392,0.000021957685],"category_scores_gemma":[0.0002800955,0.0000772439,0.00011455151,0.00025986842,0.000058929425,0.00007689627,0.0000121944595,0.0003542154,0.0000029074672],"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":[0.00055928214,0.00008120522,0.025267923,0.00022312642,0.000007039998,0.00010443551,0.001214033,1.1682215e-7,7.5547223e-7,0.0038104425,0.033928137,0.9348035],"study_design_scores_gemma":[0.0019832777,0.00048160777,0.12354045,0.0008541424,0.0000122990805,0.002912986,0.0021231063,0.000009315842,3.604397e-7,0.0041499007,0.8638473,0.000085223845],"about_ca_topic_score_codex":0.00007169238,"about_ca_topic_score_gemma":0.000079824895,"teacher_disagreement_score":0.93471825,"about_ca_system_score_codex":0.0004979324,"about_ca_system_score_gemma":0.0024021636,"threshold_uncertainty_score":0.42613348},"labels":[],"label_agreement":null},{"id":"W2552094480","doi":"10.1111/dewb.12136","title":"Designing research funding schemes to promote global health equity: An exploration of current practice in health systems research","year":2016,"lang":"en","type":"article","venue":"Developing World Bioethics","topic":"Global Health and Surgery","field":"Medicine","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":"National Institute on Minority Health and Health Disparities; Medical Research Council; Department for International Development; European Commission; Department for International Development, UK Government; Strong; International Development Research Centre; Norges Forskningsråd; Comic Relief; Wellcome Trust","keywords":"Global health; Political science; Equity (law); Health equity; Funding Agency; Health policy; Economic growth; Incentive; Public relations; Public administration; Health care; Economics","score_opus":0.7081150583583292,"score_gpt":0.6370220092110557,"score_spread":0.07109304914727355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552094480","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":[0.066016704,0.02076662,0.13588269,0.76171476,0.0033411707,0.00952523,0.00007791828,0.00035069967,0.0023242352],"genre_scores_gemma":[0.9555893,0.0038136952,0.037869193,0.0019802272,0.00039480405,0.00014743325,0.000033211218,0.000037563317,0.00013458173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99020267,0.0033798737,0.0013427271,0.0006759958,0.0024084453,0.0019902987],"domain_scores_gemma":[0.9941365,0.0018238053,0.00032797927,0.0005058541,0.0022125565,0.0009932823],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059453283,0.00019157653,0.0006061925,0.001197753,0.00051505223,0.000084185296,0.00025834126,0.00014872376,0.0000030581816],"category_scores_gemma":[0.011249273,0.00015201126,0.000037243146,0.004671975,0.00028105162,0.00071099197,0.00032851164,0.0012016327,0.000040888222],"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":true,"study_design_scores_codex":[0.0013905803,0.0005585897,0.017676901,0.009179344,0.000035838017,0.00005308292,0.0064616906,0.000016709193,0.00046444446,0.4678233,0.0054841833,0.49085534],"study_design_scores_gemma":[0.00454118,0.005770266,0.011757623,0.12156015,0.000015936816,0.00012836065,0.024379281,0.00044455865,0.0030515771,0.024606422,0.8025155,0.0012291528],"about_ca_topic_score_codex":0.003380545,"about_ca_topic_score_gemma":0.0027252268,"teacher_disagreement_score":0.88957256,"about_ca_system_score_codex":0.004714989,"about_ca_system_score_gemma":0.014547812,"threshold_uncertainty_score":0.99910575},"labels":[],"label_agreement":null},{"id":"W2552863042","doi":"10.3402/gha.v9.32089","title":"Protecting the confidentiality and security of personal health information in low- and middle-income countries in the era of SDGs and Big Data","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs","funders":"Centers for Disease Control and Prevention","keywords":"Confidentiality; Personally identifiable information; Statutory law; Business; Economic growth; Internet privacy; Political science; Economics; Law","score_opus":0.04604056449239208,"score_gpt":0.3526662294987342,"score_spread":0.30662566500634214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552863042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799188,0.001354405,0.00007755032,0.017290073,0.00016851429,0.00089124247,0.00026296606,0.000006796074,0.000029703857],"genre_scores_gemma":[0.9962687,0.001915635,0.000019782039,0.0017132137,0.000050828254,0.000009284385,0.000020468542,0.0000016250967,4.712556e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838513,0.00036340527,0.0005787554,0.00013947948,0.00026566695,0.00026753228],"domain_scores_gemma":[0.99906176,0.00022022611,0.00035005328,0.00018596742,0.000066510016,0.000115469215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004168444,0.000082343526,0.0002737792,0.000046783927,0.00014850123,0.000012871372,0.000053092415,0.00006091843,0.0000020380528],"category_scores_gemma":[0.00031408347,0.000045931774,0.000011217749,0.00019765145,0.00014778797,0.00030128277,0.000047879057,0.00023123236,3.263231e-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":[0.0023865679,0.00013268823,0.7092745,0.019732382,0.000016990836,0.000002022446,0.011544874,3.8921726e-7,0.0000050884223,0.0011058544,0.0003127476,0.2554859],"study_design_scores_gemma":[0.001476515,0.0002646423,0.9903256,0.002018732,0.000005195468,0.00010216757,0.0042961617,0.00032737438,0.000007790502,0.0005397374,0.00058967684,0.000046353696],"about_ca_topic_score_codex":0.020576142,"about_ca_topic_score_gemma":0.00560534,"teacher_disagreement_score":0.28105116,"about_ca_system_score_codex":0.00018334776,"about_ca_system_score_gemma":0.00061869563,"threshold_uncertainty_score":0.98594594},"labels":[],"label_agreement":null},{"id":"W2553188579","doi":"","title":"","year":2016,"lang":"fr","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"College of Family Physicians of Canada","funders":"","keywords":"Computer science; World Wide Web; Data science","score_opus":0.030128534463370864,"score_gpt":0.2583902338387933,"score_spread":0.22826169937542243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553188579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5615949,0.08243363,0.00035418934,0.3269169,0.02103047,0.00242514,0.00010041736,0.00015403332,0.004990299],"genre_scores_gemma":[0.910166,0.008218888,0.000057008987,0.015899932,0.0055757845,0.0036629806,0.000003960048,0.000044263536,0.056371175],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99133563,0.00037380547,0.001017675,0.00073063443,0.00070572237,0.0058365176],"domain_scores_gemma":[0.9922845,0.0013586718,0.00019774634,0.00078811107,0.00024558266,0.0051254197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034492947,0.00042074593,0.0008453104,0.00019233189,0.00017316957,0.000028177377,0.00020228195,0.0004561369,0.0001839754],"category_scores_gemma":[0.0045112064,0.00027215487,0.0003453084,0.0005454326,0.0005325418,0.00050511264,0.00010476815,0.00027540416,0.00042636573],"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":[0.00084400515,0.0003199253,0.31993523,0.00046354806,0.00007572111,0.0006581636,0.000047247075,1.314738e-7,0.000026091924,0.0045739994,0.019018041,0.6540379],"study_design_scores_gemma":[0.0038649018,0.00008001486,0.65717125,0.0005116486,0.00011850635,0.00029762194,0.000059282534,0.0000020007826,0.00038474737,0.00096361357,0.336311,0.000235399],"about_ca_topic_score_codex":0.0005918549,"about_ca_topic_score_gemma":0.00008015416,"teacher_disagreement_score":0.6538025,"about_ca_system_score_codex":0.0011529245,"about_ca_system_score_gemma":0.00041127997,"threshold_uncertainty_score":0.99997306},"labels":[],"label_agreement":null},{"id":"W2554021365","doi":"10.1126/science.aal0369","title":"Canada wants your nominations for its national science adviser","year":2016,"lang":"en","type":"article","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","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":"Political science","score_opus":0.04183549611999659,"score_gpt":0.362585442571272,"score_spread":0.3207499464512754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554021365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555928,0.00008325526,0.00053053437,0.025046462,0.0015079662,0.00045034874,0.00015299558,0.000025815736,0.016609795],"genre_scores_gemma":[0.99446315,0.0000029583991,0.0005389368,0.0022960855,0.00006697304,0.000014836187,7.3428396e-7,0.0000020708626,0.0026142474],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982866,0.0000029953885,0.000116010815,0.00023959497,0.00090800866,0.00044676222],"domain_scores_gemma":[0.99839514,0.00008960727,0.000032977125,0.00010544651,0.0010133948,0.00036345728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010786803,0.000045288063,0.000067122994,0.00013113675,0.00042482698,0.000014882084,0.00018530905,0.000011773512,0.00004471529],"category_scores_gemma":[0.0028553454,0.000028811039,0.000014811846,0.0007210115,0.0004228573,0.0002821482,0.000028583583,0.000023531007,0.000023882103],"study_design_candidate":"observational","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":[0.00021483819,0.00028007114,0.077362165,0.00018817633,0.000008307878,0.000030161682,0.00021624191,0.00001326544,0.5388525,0.121963404,0.1529424,0.10792843],"study_design_scores_gemma":[0.0011027249,0.000107856504,0.7571729,0.00014509814,0.0000065214485,0.000051532566,0.0000783031,0.0014145654,0.03871963,0.0009957347,0.20000388,0.00020125874],"about_ca_topic_score_codex":0.0032000213,"about_ca_topic_score_gemma":0.009862906,"teacher_disagreement_score":0.6798107,"about_ca_system_score_codex":0.0005904738,"about_ca_system_score_gemma":0.02329718,"threshold_uncertainty_score":0.98223984},"labels":[],"label_agreement":null},{"id":"W2555416681","doi":"10.1016/s2214-109x(16)30331-x","title":"Making health systems research work: time to shift funding to locally-led research in the South","year":2016,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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":"Global health; Economic growth; Health equity; Health policy; Political science; Equity (law); Developing country; Health care; Economics","score_opus":0.3143962905456339,"score_gpt":0.5240017650986043,"score_spread":0.2096054745529704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555416681","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":[0.17539828,0.0031778032,0.00044196923,0.8000631,0.0006085828,0.0054121967,0.00014083259,0.0001497265,0.01460756],"genre_scores_gemma":[0.9536075,0.00019554423,0.0001703426,0.043526243,0.0016273127,0.00020373138,0.0000066774974,0.000029131072,0.0006335179],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863528,0.004908189,0.00094317965,0.00071555184,0.0024268785,0.0046533914],"domain_scores_gemma":[0.9950766,0.0016525092,0.00013304074,0.001464116,0.00030190698,0.0013718179],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.051557563,0.00025239287,0.0009986131,0.00036423624,0.0009837602,0.000123789,0.00096799043,0.00013680867,0.00005858965],"category_scores_gemma":[0.0010515726,0.00012450186,0.00008083866,0.0043045743,0.00018401728,0.00006268599,0.00035714186,0.0010395973,0.003899164],"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":[0.0063611036,0.00028556684,0.057601266,0.0014292498,0.00003743113,0.00017505097,0.0073905694,0.00005231868,0.000007043846,0.03545285,0.78905594,0.102151625],"study_design_scores_gemma":[0.003605191,0.0033555692,0.4782391,0.015248898,0.0000075432636,0.00018356496,0.0058578467,0.00011174638,0.0000013270376,0.0026888556,0.49025297,0.00044738274],"about_ca_topic_score_codex":0.003582484,"about_ca_topic_score_gemma":0.0007101497,"teacher_disagreement_score":0.7782092,"about_ca_system_score_codex":0.003826784,"about_ca_system_score_gemma":0.00305023,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W2555908808","doi":"10.1111/aman.12721","title":"Science and Sustainability: Learning from Indigenous Wisdom by Joy Hendry. New York: Palgrave Macmillan, 2014. 199 pp.","year":2016,"lang":"en","type":"article","venue":"American Anthropologist","topic":"Global Health and Surgery","field":"Medicine","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Citation; Indigenous; Library science; Sustainability; History; Sociology; Media studies; Art history; Computer science","score_opus":0.014784025628463692,"score_gpt":0.3064750250777989,"score_spread":0.2916909994493352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555908808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89846516,0.025165295,0.001592689,0.07081244,0.00055154605,0.000770396,0.00008911977,0.00031684278,0.0022365074],"genre_scores_gemma":[0.9901216,0.0069110976,0.00035142023,0.0019922627,0.0001551703,0.0000070244787,0.000020214959,0.00002192811,0.00041930465],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971912,0.000116165524,0.0003508261,0.0007090474,0.000491994,0.0011407797],"domain_scores_gemma":[0.9978805,0.000293117,0.00022612732,0.00045785462,0.00024355517,0.0008988182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057942857,0.00024721134,0.0005788778,0.00013604235,0.000500559,0.000032184344,0.00018863945,0.000079889105,0.0002957609],"category_scores_gemma":[0.0016215624,0.00016590868,0.00006305755,0.00067515776,0.04043046,0.000030017187,0.00012772967,0.00024269203,0.000078204976],"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":[0.00038380863,0.00005750239,0.5270399,0.000040473366,0.000035776397,0.00015207366,0.0006466518,4.2523624e-7,0.00073948264,0.002028583,0.056303404,0.4125719],"study_design_scores_gemma":[0.0058451975,0.010257218,0.24785487,0.00033145756,0.00023248068,0.00046109478,0.17454793,0.000082441125,0.0033326067,0.009792807,0.5453275,0.0019343997],"about_ca_topic_score_codex":0.3198762,"about_ca_topic_score_gemma":0.0011393104,"teacher_disagreement_score":0.4890241,"about_ca_system_score_codex":0.0005491367,"about_ca_system_score_gemma":0.0022581385,"threshold_uncertainty_score":0.9621809},"labels":[],"label_agreement":null},{"id":"W2557354142","doi":"10.1016/j.ijmedinf.2016.11.008","title":"A review of electronic medical record keeping on mobile medical service trips in austere settings","year":2016,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Global Health and Surgery","field":"Medicine","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":"University Health Network; Grand River Hospital; St Mary's Hospital; Toronto Rehabilitation Institute; McMaster University","funders":"","keywords":"Computer science; Software deployment; World Wide Web; Mobile device; Medical software; Software; Software development; Software quality","score_opus":0.034704100727904086,"score_gpt":0.42285054299730074,"score_spread":0.38814644226939665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557354142","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":[0.00010280917,0.98177844,0.00021228146,0.01418603,0.0018372132,0.0005854342,0.00002942593,0.000014667907,0.0012536802],"genre_scores_gemma":[0.000020146814,0.9529703,0.0001370482,0.04556598,0.0011490693,0.000026890722,0.00006917556,0.000029743724,0.000031610758],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830264,0.00033277998,0.0067578796,0.00016084193,0.009060492,0.00066161633],"domain_scores_gemma":[0.9916431,0.0020752233,0.0032779442,0.00030507304,0.0011289477,0.0015697547],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011222547,0.00041549982,0.003269078,0.00081593945,0.000021415843,0.00001613296,0.0016490623,0.0011785838,0.0043224776],"category_scores_gemma":[0.013703893,0.00025443587,0.0008622242,0.0005233785,0.00012924022,0.00019010699,0.00025484,0.003444316,0.00014935144],"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":[0.00011277323,0.0002226819,0.000011282845,0.09504601,0.00031222534,0.0006073815,0.000064622734,6.58666e-8,4.8237268e-9,0.0001705504,0.021998025,0.88145435],"study_design_scores_gemma":[0.0010571759,0.00025229776,0.0000010864663,0.44082776,0.00011279249,0.0041493154,0.000028080163,0.000113953894,1.0401904e-7,0.000024633217,0.5533273,0.00010549457],"about_ca_topic_score_codex":0.000021459431,"about_ca_topic_score_gemma":0.000017093895,"teacher_disagreement_score":0.88134885,"about_ca_system_score_codex":0.0008891069,"about_ca_system_score_gemma":0.013428297,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W2558880224","doi":"10.1016/j.aogh.2016.09.007","title":"Implementing Electronic Surgical Registries in Lower-Middle Income Countries: Experiences in Latin America","year":2016,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Fogarty International Center","keywords":"Annals; Global health; Publication; Public health; Political science; Publishing; Medicine; Health care; Health policy; Public relations; Law; Nursing; Geography","score_opus":0.03789032516009404,"score_gpt":0.3910897851775853,"score_spread":0.35319946001749125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558880224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666733,0.0042352276,0.000012509363,0.026806388,0.00012105781,0.00034018117,0.00005303726,0.000030365454,0.0017279255],"genre_scores_gemma":[0.991925,0.004826608,0.000051388313,0.0030225704,0.000065412365,0.000029399864,0.000007362909,0.0000074525715,0.00006482918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631125,0.00015126065,0.001041047,0.00033104446,0.0004274566,0.0017379598],"domain_scores_gemma":[0.9987158,0.00021832144,0.00032197547,0.00025936466,0.00011561447,0.00036892746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014863742,0.00017418181,0.0006989823,0.00010362003,0.00007179182,0.0000075767935,0.00012257796,0.000085573316,0.00013110875],"category_scores_gemma":[0.0002482704,0.00012729478,0.000090045956,0.0007785429,0.00019435181,0.00012436302,0.000060589195,0.00013861104,0.00001860843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019037463,0.0002812299,0.95345324,0.00053298473,0.000014193594,0.000161683,0.00080955884,6.8412743e-7,0.0000022189322,0.01061367,0.004278497,0.027948285],"study_design_scores_gemma":[0.004231743,0.0035243675,0.54089874,0.0036482383,0.000005014999,0.00009614956,0.0047385585,0.000027573806,0.00013043518,0.0024723008,0.43983105,0.00039584897],"about_ca_topic_score_codex":0.0050987145,"about_ca_topic_score_gemma":0.0027744495,"teacher_disagreement_score":0.43555257,"about_ca_system_score_codex":0.00045575178,"about_ca_system_score_gemma":0.0020616616,"threshold_uncertainty_score":0.7707765},"labels":[],"label_agreement":null},{"id":"W2560294695","doi":"10.1136/bmjgh-2016-000059","title":"Economic valuation of the impact of a large surgical charity using the value of lost welfare approach","year":2016,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Welfare; Valuation (finance); Public economics; Economics; Value (mathematics); Cost–benefit analysis; Economic evaluation; Microeconomics; Political science; Computer science; Accounting; Law","score_opus":0.05968745087608116,"score_gpt":0.42693690881127794,"score_spread":0.36724945793519675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560294695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127305,0.00045910754,0.0002555641,0.004175095,0.00020173317,0.00109293,0.00066634384,0.000007357217,0.0018688318],"genre_scores_gemma":[0.9994916,0.000069543494,0.00012830821,0.00017740762,0.00010080683,0.000004245341,0.000009303612,0.0000063369794,0.000012494151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978603,0.000387556,0.0007742296,0.00018307022,0.00034648957,0.000448337],"domain_scores_gemma":[0.9984694,0.00009753961,0.0006004487,0.00048332397,0.00013655635,0.00021271528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023524568,0.00012720679,0.00054905255,0.000030200865,0.00009710665,0.0000019197116,0.0001430148,0.00009835539,0.00006575003],"category_scores_gemma":[0.00014311534,0.00005609974,0.00030739376,0.00022112958,0.00013913815,0.000043289743,0.00006597215,0.000091146074,0.000004108307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016079084,0.0008241867,0.9266815,0.0011625385,0.00012358601,0.0000029546004,0.00024110074,0.00033597284,0.00006822837,0.056310866,0.0025758713,0.010065291],"study_design_scores_gemma":[0.0021185277,0.00040195545,0.9887885,0.00039648465,0.000038201408,0.00016883989,0.00016048847,0.006636203,0.00007026796,0.00073491933,0.0004090699,0.000076560544],"about_ca_topic_score_codex":0.0062918193,"about_ca_topic_score_gemma":0.00006712614,"teacher_disagreement_score":0.062106986,"about_ca_system_score_codex":0.0008274359,"about_ca_system_score_gemma":0.0026127014,"threshold_uncertainty_score":0.9511391},"labels":[],"label_agreement":null},{"id":"W2560608767","doi":"10.2106/jbjs.15.01299","title":"Orthopaedic Trauma Care Capacity Assessment and Strategic Planning in Ghana: Mapping a Way Forward","year":2016,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"Fogarty International Center; National Institutes of Health","keywords":"Medicine; Health care; Population; Orthopedic surgery; Medical emergency; Operations management; Environmental health; Engineering; Surgery","score_opus":0.06746295549604672,"score_gpt":0.3046689388454082,"score_spread":0.23720598334936147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560608767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921542,0.005155061,0.00010962314,0.0015324284,0.00029201157,0.000094080446,0.0000052951596,0.000007950041,0.0006493821],"genre_scores_gemma":[0.9979904,0.0009601139,0.0004562974,0.00036455778,0.00019511119,0.0000022439158,0.0000014514505,0.00001002565,0.000019781526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803823,0.000088200795,0.0010380215,0.00014899277,0.00030895934,0.00037759225],"domain_scores_gemma":[0.9985895,0.00035013322,0.0004171144,0.00008647071,0.00013800099,0.00041875598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019229541,0.00014280897,0.0009247843,0.00057617546,0.00006276882,0.000018251967,0.000009253529,0.00009844982,0.000020984377],"category_scores_gemma":[0.00014486913,0.00008966214,0.00020986362,0.00014679234,0.000058185895,0.00016009479,0.000016336933,0.00028744925,7.6907736e-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":[0.00030104505,0.00007893017,0.9500632,0.00097126083,0.000051113366,0.0022085041,0.0006451244,5.6645683e-7,0.0010259536,0.00007987674,0.0007865718,0.043787804],"study_design_scores_gemma":[0.0017344737,0.00025448122,0.9828825,0.0054937606,0.000045078534,0.002333247,0.005880301,0.000021371185,0.00009227161,0.00039476948,0.00070722884,0.00016050709],"about_ca_topic_score_codex":0.000043573567,"about_ca_topic_score_gemma":0.000014727255,"teacher_disagreement_score":0.0436273,"about_ca_system_score_codex":0.0001301925,"about_ca_system_score_gemma":0.0003412152,"threshold_uncertainty_score":0.3656316},"labels":[],"label_agreement":null},{"id":"W2561398715","doi":"10.17269/cjph.107.5986","title":"Strengthening systems and scholarship for global health — and public health","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; Université Laval; Université de Montréal","funders":"","keywords":"Scholarship; Public health; Political science; Global health; Sociology; Medicine; Nursing; Law","score_opus":0.06025498842116201,"score_gpt":0.36173517723693166,"score_spread":0.30148018881576966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561398715","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":[0.0038544459,0.19538496,0.0013815345,0.22630858,0.56693304,0.0020945314,0.0038030357,0.000049194696,0.00019067715],"genre_scores_gemma":[0.06472722,0.027119325,0.0015426035,0.02614349,0.8784048,0.000060444956,0.0009899335,0.00023940067,0.0007727857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903288,0.0011817523,0.00275976,0.0006458175,0.0011460052,0.003937873],"domain_scores_gemma":[0.9603274,0.0010782558,0.0028087373,0.00045098647,0.0017760502,0.033558574],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018825768,0.0005674382,0.0025661269,0.0011191356,0.00097364804,0.0005322147,0.00033135051,0.0008180536,0.000015443142],"category_scores_gemma":[0.013750628,0.0004652965,0.00023111436,0.0004941528,0.00025698837,0.00051906356,0.000033845412,0.0016882335,0.0000030694964],"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":[0.00004330642,0.000030342919,0.011606184,0.0038452027,0.00012032959,0.00003894115,0.00035010988,5.279573e-8,2.0311688e-8,0.0018724855,0.85564756,0.12644544],"study_design_scores_gemma":[0.0026001136,0.0025455118,0.0019718162,0.0030168262,0.0000152260245,0.00079076836,0.000988528,0.000007697451,6.505907e-9,0.00017908077,0.9876146,0.00026983436],"about_ca_topic_score_codex":0.03074457,"about_ca_topic_score_gemma":0.042977326,"teacher_disagreement_score":0.31147176,"about_ca_system_score_codex":0.009179546,"about_ca_system_score_gemma":0.29371563,"threshold_uncertainty_score":0.9997799},"labels":[],"label_agreement":null},{"id":"W2561533006","doi":"10.1017/thg.2016.66","title":"Abstracts From the ISTS Satellite Meeting June 20, 2016, Brisbane","year":2016,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Global Health and Surgery","field":"Medicine","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; Mental Health Research Canada","funders":"","keywords":"Satellite; Content (measure theory); Project commissioning; Publishing; High-content screening; Computer science; Engineering; Political science; Chemistry; Mathematics","score_opus":0.091835348022913,"score_gpt":0.39388680827957706,"score_spread":0.3020514602566641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561533006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96394074,0.012550315,0.0000036704967,0.009453961,0.00013526798,0.00032138082,0.0000372587,0.000027418799,0.013529993],"genre_scores_gemma":[0.9795033,0.0049485117,0.00016564238,0.00073036837,0.0006752452,0.000008655949,0.000024577177,0.000020817877,0.0139229335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783224,0.00014155162,0.00032135835,0.0002941653,0.0006149754,0.0007957102],"domain_scores_gemma":[0.9979915,0.00076118135,0.0000475071,0.00043120343,0.0002405429,0.00052804523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015727318,0.00011919074,0.00020431625,0.00007145072,0.0003653199,0.000053926702,0.00014440276,0.000100195226,0.00024591264],"category_scores_gemma":[0.00024879235,0.0000652302,0.000041065938,0.000114041686,0.00038079967,0.000027008746,0.000112218004,0.00029693265,0.00028728493],"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":[0.000794533,0.00039785076,0.25400996,0.00027886443,0.0001319548,0.00043467944,0.0010962968,9.873504e-7,0.09100012,0.001353618,0.47303537,0.17746577],"study_design_scores_gemma":[0.0010120776,0.00032727615,0.4670455,0.00041915136,0.000013114726,0.000016008818,0.00013941021,0.0000040738523,0.0035543262,0.0053174193,0.52202976,0.00012189728],"about_ca_topic_score_codex":0.0006361651,"about_ca_topic_score_gemma":0.0005200242,"teacher_disagreement_score":0.21303554,"about_ca_system_score_codex":0.00004787209,"about_ca_system_score_gemma":0.00017701526,"threshold_uncertainty_score":0.36925623},"labels":[],"label_agreement":null},{"id":"W2564053255","doi":"10.36834/cmej.36894","title":"Health professions education and globalization: a call for reflexivity","year":2016,"lang":"en","type":"editorial","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"The Wilson Centre","funders":"","keywords":"Reflexivity; Globalization; Health professions; Data science; Political science; Computer science; Sociology; Health care; Social science; Law","score_opus":0.01774925021678439,"score_gpt":0.42053745111971286,"score_spread":0.40278820090292844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564053255","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":[0.000050630166,0.004995523,0.00024067062,0.24123478,0.75055814,0.0007695197,0.00021012007,0.000019642166,0.0019209991],"genre_scores_gemma":[0.0005128015,0.0036350884,0.0007769008,0.06406284,0.9182379,0.00017042487,0.0011647239,0.000053602515,0.011385677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669355,0.00021944738,0.00079904957,0.00037601302,0.001098124,0.0008138101],"domain_scores_gemma":[0.9741034,0.0003610786,0.00045517535,0.00028180852,0.0017962945,0.023002263],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020779597,0.00025729378,0.00060388213,0.00044863118,0.0006349027,0.00006711829,0.00016734214,0.0011443379,0.0016626588],"category_scores_gemma":[0.047227748,0.00020064456,0.00012247237,0.00021906772,0.00012635549,0.000105780506,0.000015235716,0.001225454,0.000022904283],"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":[0.00004435138,0.00013322843,0.00015376357,0.0004965178,0.00001660823,0.0000050045037,0.00011180905,4.9708846e-9,6.195195e-8,0.00039968558,0.83826417,0.1603748],"study_design_scores_gemma":[0.0006542722,0.0001672926,0.0004895326,0.0039178384,0.000046491812,0.00047343315,0.00017603493,0.0000045738557,8.2492875e-8,0.00085389434,0.9930451,0.00017143828],"about_ca_topic_score_codex":0.01006597,"about_ca_topic_score_gemma":0.02649575,"teacher_disagreement_score":0.57581216,"about_ca_system_score_codex":0.0026632168,"about_ca_system_score_gemma":0.57847536,"threshold_uncertainty_score":0.99924994},"labels":[],"label_agreement":null},{"id":"W2564720774","doi":"10.9745/ghsp-d-16-00282","title":"Zika Travel Policies May Reduce Women's Leadership in Global Health","year":2016,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Zika virus; Political science; Psychology; Public relations; Medicine; Business; Virology","score_opus":0.1337684076801261,"score_gpt":0.4379819088477811,"score_spread":0.304213501167655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564720774","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":[0.0018288796,0.008093349,0.000020727213,0.9626054,0.0019583977,0.0012953575,0.00038740438,0.00009420772,0.023716249],"genre_scores_gemma":[0.01997941,0.0053901146,0.00055139104,0.9704323,0.002551839,0.00006164804,0.00004530386,0.00002434211,0.0009636659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98847765,0.0006509384,0.0013723866,0.001533767,0.002555541,0.005409698],"domain_scores_gemma":[0.9944948,0.00067306677,0.0010314628,0.0008456803,0.00057336356,0.0023816437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012478675,0.00065054063,0.0015454662,0.00035674367,0.00077693106,0.00018094097,0.00055530394,0.0006961695,0.00005307778],"category_scores_gemma":[0.0028626795,0.0005245498,0.00010525509,0.0029848823,0.0014094224,0.0009854138,0.00016717806,0.0017846428,0.00018652156],"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":true,"study_design_scores_codex":[0.00070070045,0.00010700355,0.0020176996,0.0021170909,0.000015299753,0.00039246053,0.0005143022,1.1896261e-7,0.0000012215462,0.001337817,0.8962916,0.09650464],"study_design_scores_gemma":[0.0011719309,0.0010767047,0.032401387,0.0013672668,0.00001771246,0.0034816826,0.003252504,0.0000043030386,7.7863194e-7,0.00068492495,0.95612335,0.00041743164],"about_ca_topic_score_codex":0.010922662,"about_ca_topic_score_gemma":0.0002276998,"teacher_disagreement_score":0.09608722,"about_ca_system_score_codex":0.011147139,"about_ca_system_score_gemma":0.0339336,"threshold_uncertainty_score":0.99972063},"labels":[],"label_agreement":null},{"id":"W2565236237","doi":"10.17269/cjph.107.5567","title":"How are Canadian universities training and supporting undergraduate medical, physiotherapy and occupational therapy students for global health experiences in international low-resource settings?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Debriefing; Curriculum; Thematic analysis; Medical education; Medicine; Descriptive statistics; Resource (disambiguation); Psychology; Occupational therapy; Content analysis; Qualitative research; Pedagogy; Physical therapy; Computer science","score_opus":0.051470923446155815,"score_gpt":0.38163561786560146,"score_spread":0.3301646944194456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565236237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6827562,0.0011087417,0.00026648722,0.31534526,0.00021719205,0.00017741827,0.00008278482,0.0000036259457,0.00004227973],"genre_scores_gemma":[0.97559786,0.00063975225,0.00020052058,0.023222426,0.00021806888,0.000004648808,0.000013532545,0.000009272404,0.000093943636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783736,0.0001448383,0.00047342197,0.0001839221,0.0004618423,0.00089858676],"domain_scores_gemma":[0.9943754,0.0001482851,0.00043621816,0.00006526226,0.0001998549,0.0047749756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024437392,0.00012643814,0.00038473553,0.00043378022,0.00027654212,0.00011471288,0.00015950893,0.00007434484,0.000046254278],"category_scores_gemma":[0.00048889057,0.00009700183,0.0000480269,0.00018407757,0.00017026585,0.00027653438,0.000007178304,0.00013305013,1.3251407e-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":[0.00006823876,0.000032033768,0.66679025,0.00008665729,0.00006376436,0.00012263774,0.011427191,3.4502045e-7,7.589661e-7,0.0011994961,0.010839615,0.30936903],"study_design_scores_gemma":[0.005289314,0.00072611775,0.52174956,0.0013174122,0.000002254143,0.000506981,0.14184679,0.00006595047,8.1016094e-7,0.00029286777,0.32800534,0.00019658536],"about_ca_topic_score_codex":0.07317434,"about_ca_topic_score_gemma":0.50501907,"teacher_disagreement_score":0.4318447,"about_ca_system_score_codex":0.002162412,"about_ca_system_score_gemma":0.040674303,"threshold_uncertainty_score":0.9647642},"labels":[],"label_agreement":null},{"id":"W2566570369","doi":"10.1007/s12630-017-0836-x","title":"Erratum to: Access to controlled medicines for anesthesia and surgical care in low-income countries: a narrative review of international drug control systems and policies","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"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; Bruyère","funders":"","keywords":"Legislation; Grey literature; Drug control; Medicine; Control (management); Health care; Business; Work (physics); MEDLINE; Public relations; Public economics; Political science; Pharmacology; Law; Economics","score_opus":0.022613096783655192,"score_gpt":0.3393657274696105,"score_spread":0.3167526306859553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566570369","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":[0.010645144,0.96378404,0.0000012470374,0.0212628,0.0006488155,0.0034023938,0.00008415231,0.0000047999606,0.0001666212],"genre_scores_gemma":[0.020785872,0.9762128,0.000031562337,0.0012728231,0.0012321265,0.00012473766,0.000024757319,0.00008118243,0.00023412383],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99401265,0.00045849298,0.0031199933,0.00044246414,0.00081162434,0.0011547876],"domain_scores_gemma":[0.9885003,0.00077015016,0.0025946682,0.00039198776,0.0026830977,0.005059803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040492155,0.00076431775,0.006899955,0.0023265416,0.00038944292,0.00037710753,0.00090810494,0.00040768672,0.000023662034],"category_scores_gemma":[0.0018472433,0.00056090724,0.0007011949,0.00043684954,0.0003242581,0.00035025668,0.000020598938,0.0009465278,0.0000014827442],"study_design_candidate":"case_report","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":[0.004251372,0.000068124245,0.005989509,0.21163909,0.0012680674,0.6949047,0.0064926418,0.000022294911,5.7062795e-8,0.00045242242,0.04058024,0.03433149],"study_design_scores_gemma":[0.0025405493,0.00060310727,0.00028201615,0.14485002,0.0005673095,0.41607794,0.0006179035,0.0000023955342,2.6492447e-8,0.0000046710375,0.43421268,0.00024135949],"about_ca_topic_score_codex":0.0068351612,"about_ca_topic_score_gemma":0.01147256,"teacher_disagreement_score":0.39363244,"about_ca_system_score_codex":0.0014356545,"about_ca_system_score_gemma":0.015326111,"threshold_uncertainty_score":0.9997784},"labels":[],"label_agreement":null},{"id":"W2567096860","doi":"10.17269/cjph.107.5555","title":"Operational readiness for conducting global health research abroad","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; The Quebec Population Health Research Network; University of Ottawa","funders":"","keywords":"Mental health; General partnership; Global mental health; Context (archaeology); Quality (philosophy); Psychology; Excellence; Exploratory research; Study abroad; Global health; Public relations; Political science; Public health; Sociology; Medicine; Pedagogy; Nursing","score_opus":0.3483459807874731,"score_gpt":0.49845416846025004,"score_spread":0.15010818767277695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567096860","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":[0.2269524,0.004312433,0.004995748,0.7591911,0.0018673717,0.000802157,0.00033975873,0.000014260587,0.0015248057],"genre_scores_gemma":[0.97384536,0.00022104225,0.0021133127,0.021526586,0.0014652861,0.0000119399565,0.000025416874,0.00001963748,0.0007713868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995816,0.0004962438,0.000996761,0.00020767124,0.0005503282,0.001933021],"domain_scores_gemma":[0.9880294,0.00040459598,0.00032717217,0.00020767194,0.00220414,0.008826995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015664803,0.000120489516,0.00052325334,0.00050320604,0.00062666903,0.00006770831,0.00017658825,0.00009820782,0.00022525614],"category_scores_gemma":[0.005968523,0.00008327847,0.0001151501,0.0006003966,0.0001759358,0.0002852634,0.000008724826,0.0003146986,0.000019516114],"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":[0.000065781154,0.000054492153,0.081349485,0.00029424034,0.000043428918,0.000067631205,0.00038509775,5.092981e-7,0.000011041895,0.030128494,0.5778389,0.3097609],"study_design_scores_gemma":[0.0021328076,0.0013176363,0.053430058,0.00057065365,0.0000031767452,0.0014606549,0.0009832543,0.000013080531,0.000004331116,0.0010902226,0.9388898,0.000104323284],"about_ca_topic_score_codex":0.021270301,"about_ca_topic_score_gemma":0.04026183,"teacher_disagreement_score":0.746893,"about_ca_system_score_codex":0.005031823,"about_ca_system_score_gemma":0.12339103,"threshold_uncertainty_score":0.9987877},"labels":[],"label_agreement":null},{"id":"W2569224811","doi":"10.18192/uojm.v6i2.1813","title":"Strategies for Improving the International Elective Process: SWOT Analysis of an Elective in Butare, Rwanda","year":2016,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"SWOT analysis; Elective surgery; Medical education; Medicine; Strengths and weaknesses; Process (computing); Psychology; Computer science; Surgery; Business; Marketing","score_opus":0.011914285285176823,"score_gpt":0.28108292316008276,"score_spread":0.26916863787490597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569224811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870934,0.00020758306,0.0070140455,0.0041479254,0.00011364351,0.00016241992,0.000020579444,0.0000031515813,0.001237266],"genre_scores_gemma":[0.9993665,0.00006204947,0.0002553678,0.0001462731,0.00009300099,1.2860289e-7,0.000004080928,0.0000034792704,0.000069120135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989244,0.000050747796,0.00036628277,0.00010341134,0.00039604082,0.00015913094],"domain_scores_gemma":[0.9977038,0.0003479764,0.0005730608,0.00009170879,0.0011690577,0.00011438996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010846317,0.00007817297,0.00048727138,0.0006536068,0.000040905918,0.0000017691189,0.00019157324,0.00005272749,0.00009583513],"category_scores_gemma":[0.00049980066,0.000044564065,0.00012848682,0.0005023902,0.0002161377,0.00021730602,0.000011860109,0.00013797109,1.2184537e-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":[0.027916668,0.0016513282,0.73578334,0.0011252462,0.008687228,0.0006209812,0.02934677,0.0011638196,0.06295102,0.012410231,0.0068757287,0.11146766],"study_design_scores_gemma":[0.028848939,0.010705274,0.8009664,0.0021371148,0.0052794293,0.00024670118,0.12985303,0.0061833616,0.005486871,0.0053679487,0.0046132635,0.00031170598],"about_ca_topic_score_codex":0.00065880746,"about_ca_topic_score_gemma":0.00090760435,"teacher_disagreement_score":0.11115596,"about_ca_system_score_codex":0.0002062747,"about_ca_system_score_gemma":0.00078517856,"threshold_uncertainty_score":0.18172699},"labels":[],"label_agreement":null},{"id":"W2569981602","doi":"10.1007/s12630-016-0806-8","title":"The “war on drugs” you did not hear about: the global crisis of access to essential anesthesia medications","year":2017,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital; University of British Columbia; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Anesthesia; Medicine","score_opus":0.014815879126425374,"score_gpt":0.2958739529564079,"score_spread":0.2810580738299825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569981602","genre_codex":"commentary","genre_gemma":"editorial","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":[0.24090837,0.011377942,0.00001621652,0.38438267,0.35820648,0.0022227683,0.00042613552,0.000040203184,0.0024192024],"genre_scores_gemma":[0.45076087,0.0041641407,0.00011495351,0.004240027,0.5387216,0.000049140916,0.00011503982,0.00029943013,0.0015347941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903327,0.0005946603,0.0026848589,0.00061093527,0.003420442,0.0023563523],"domain_scores_gemma":[0.98169863,0.0011390463,0.0035782664,0.0017569044,0.003891906,0.007935237],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0062171253,0.00093321,0.0021067034,0.00090534746,0.0032154256,0.0008982888,0.0041664117,0.0011589157,0.00013196029],"category_scores_gemma":[0.0036412023,0.00059462315,0.0012063878,0.00082711637,0.000981899,0.00042459232,0.0000479389,0.003644146,0.00004632453],"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":[0.0010262374,0.000055850523,0.00072074716,0.00013220326,0.0003288284,0.14258416,0.00061958696,0.000040159553,4.9202134e-7,0.00018480739,0.851744,0.0025629287],"study_design_scores_gemma":[0.0008440506,0.0010595694,0.0045865593,0.0011819026,0.00062956905,0.3231148,0.0006044444,0.000003360059,0.000009583281,0.00016015167,0.66742104,0.00038498378],"about_ca_topic_score_codex":0.043138705,"about_ca_topic_score_gemma":0.037401225,"teacher_disagreement_score":0.38014266,"about_ca_system_score_codex":0.0028812673,"about_ca_system_score_gemma":0.045153067,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W2570830660","doi":"10.36834/cmej.36757","title":"Support infrastructure available to Canadian residents completing post-graduate global health electives: current state and future directions","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; McGill University Health Centre; McGill University","funders":"","keywords":"Debriefing; Medical education; Global health; Preparedness; Political science; Public relations; Medicine; Business; Public health; Nursing","score_opus":0.014417219638536745,"score_gpt":0.3354702471313457,"score_spread":0.32105302749280895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570830660","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":[0.18776707,0.004039919,0.00003652209,0.7968757,0.007052401,0.0005358919,0.00027387912,0.000023461458,0.003395172],"genre_scores_gemma":[0.5325047,0.012499425,0.0007243963,0.44264498,0.0077051288,0.000047202317,0.00015925309,0.00006475751,0.003650211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738175,0.00014141531,0.0004971303,0.00028069882,0.00059558847,0.0011034013],"domain_scores_gemma":[0.96582943,0.000034690587,0.00011739889,0.00015649757,0.00070500706,0.033156954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086312956,0.00017399224,0.0002943339,0.0004541135,0.0006396639,0.00006481263,0.00011819884,0.00010098317,0.011740643],"category_scores_gemma":[0.0032784988,0.00013166152,0.00005411871,0.00045296384,0.00007576548,0.00011473914,0.000011548677,0.0005836184,0.00026398603],"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":[0.000017510825,0.000014132907,0.016875807,0.000025132385,0.000011128488,0.00003080593,0.00024514063,4.8780155e-8,6.1903654e-7,0.00006422497,0.56444114,0.41827428],"study_design_scores_gemma":[0.0002736227,0.00010361554,0.35170287,0.0002882569,0.0000074951263,0.0016617664,0.0002635746,0.0000021131768,3.290571e-7,0.00020859575,0.6454001,0.00008768538],"about_ca_topic_score_codex":0.44059375,"about_ca_topic_score_gemma":0.8418973,"teacher_disagreement_score":0.4181866,"about_ca_system_score_codex":0.004332442,"about_ca_system_score_gemma":0.21454264,"threshold_uncertainty_score":0.9994897},"labels":[],"label_agreement":null},{"id":"W2572359438","doi":"10.1007/s00268-017-3875-0","title":"Cost‐Effectiveness in Global Surgery: Pearls, Pitfalls, and a Checklist","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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; Montreal Children's Hospital","funders":"","keywords":"Checklist; Cost effectiveness; Medicine; Cost-effectiveness analysis; Cost–benefit analysis; Vascular surgery; Risk analysis (engineering); Cardiac surgery; Surgery","score_opus":0.19485835316230155,"score_gpt":0.43046362194486826,"score_spread":0.2356052687825667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572359438","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":[0.0009915995,0.99396276,0.0000040542172,0.00025005138,0.0027055335,0.0006331076,0.00005918358,0.000017672564,0.0013760166],"genre_scores_gemma":[0.0025149009,0.995923,0.000030476165,0.00019794234,0.0008429619,0.00002491381,0.000043030675,0.000059093494,0.00036369535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945427,0.000835871,0.0025192045,0.00043957285,0.0007098885,0.0009527601],"domain_scores_gemma":[0.9918133,0.0038344457,0.0024988807,0.00055697985,0.0003083503,0.0009880508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008418524,0.0006448455,0.0075823236,0.0014953763,0.0001433135,0.000110545945,0.00021407177,0.00038786503,0.00005000414],"category_scores_gemma":[0.0024616227,0.0005020459,0.0018987034,0.0008786026,0.0002078184,0.00025647398,0.00009768037,0.0012734068,0.00002562772],"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":[0.0003690747,0.00020670863,0.0768079,0.029429534,0.00022597556,0.005393006,0.0000061703363,8.469955e-8,2.87098e-8,0.000047869267,0.019792894,0.8677207],"study_design_scores_gemma":[0.00035645184,0.000023585962,0.05569712,0.089589685,0.0005145603,0.004629899,0.000007030554,3.5048961e-7,8.0036386e-8,0.000043789096,0.8488066,0.00033083832],"about_ca_topic_score_codex":0.00019132925,"about_ca_topic_score_gemma":0.00011448788,"teacher_disagreement_score":0.8673899,"about_ca_system_score_codex":0.0008976939,"about_ca_system_score_gemma":0.0049048737,"threshold_uncertainty_score":0.9997431},"labels":[],"label_agreement":null},{"id":"W2573274368","doi":"10.1136/bmjgh-2016-000091","title":"Determinants of morbidity and mortality following emergency abdominal surgery in children in low-income and middle-income countries","year":2016,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":70,"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; Hospital Universitario de San Vicente Fundación; Hospital for Sick Children; University of New South Wales; Age UK; National Institute for Health and Care Research; McGill University Health Centre; McMaster University; McGill University","keywords":"Low and middle income countries; Middle income country; Low income; Medicine; Abdominal surgery; Middle income; Developing country; Environmental health; Emergency medicine; Socioeconomics; Surgery; Economic growth; Economics; Demographic economics","score_opus":0.02810936515346211,"score_gpt":0.37136778359093503,"score_spread":0.3432584184374729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573274368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478906,0.0029420767,0.0000066267316,0.0006837979,0.0004491285,0.0008689197,0.00017180444,0.000022814034,0.00006575741],"genre_scores_gemma":[0.99731874,0.0021818166,0.000074358795,0.00029801487,0.00007582324,0.000021260184,0.000005843314,0.000010837664,0.000013284816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967252,0.00020748541,0.0013787029,0.00042720695,0.00040973513,0.0008516963],"domain_scores_gemma":[0.9985681,0.00018658393,0.00031747427,0.0003073231,0.000053390977,0.00056713953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00248062,0.00023624637,0.0011133142,0.00016745766,0.00006840949,0.0000054829025,0.00006608585,0.00014749453,0.0000186898],"category_scores_gemma":[0.00040391224,0.00018236849,0.00011119851,0.00037920207,0.00011907313,0.00016060125,0.00007497856,0.00011856029,0.0000046005216],"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":[0.00036573742,0.00009226929,0.99239063,0.001422577,0.000013109643,0.00012054358,0.000036356745,1.096134e-7,0.0000011761363,0.0000632966,0.000055180622,0.0054389862],"study_design_scores_gemma":[0.0014552049,0.000122002195,0.9937332,0.0037739177,0.00001390878,0.00021922789,0.000026291118,0.000031590716,0.000011438286,0.0004441257,0.000010349841,0.00015873025],"about_ca_topic_score_codex":0.010674552,"about_ca_topic_score_gemma":0.0066971593,"teacher_disagreement_score":0.005280256,"about_ca_system_score_codex":0.00038718458,"about_ca_system_score_gemma":0.00093595136,"threshold_uncertainty_score":0.99591345},"labels":[],"label_agreement":null},{"id":"W2574259891","doi":"10.1590/1982-0194201600067","title":"Benefícios e desafios de parcerias internacionais em enfermagem","year":2016,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Materials science; Political science","score_opus":0.040510583308559014,"score_gpt":0.32806458551333284,"score_spread":0.28755400220477384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574259891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96343553,0.0019545031,0.0028085646,0.012573233,0.002765266,0.001151708,0.00064943044,0.000511931,0.014149835],"genre_scores_gemma":[0.9657011,0.0017748033,0.00039414162,0.010258182,0.0017932979,0.00010927042,0.00011213027,0.00020406289,0.019653022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919577,0.0007831881,0.0015024394,0.0012148635,0.0009870837,0.0035546806],"domain_scores_gemma":[0.9934022,0.0012009413,0.00050101744,0.0017155196,0.00038943216,0.0027909141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020452482,0.0010326339,0.0013268511,0.00042819962,0.0003814066,0.000218587,0.0009152073,0.00085580203,0.007129692],"category_scores_gemma":[0.0020737466,0.000817291,0.00062810647,0.00052890624,0.00028698845,0.0006064983,0.00039888968,0.000986926,0.0039599524],"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":[0.0043121646,0.0015271904,0.24236697,0.0023931372,0.0009638125,0.009182263,0.008063621,0.0000034865404,0.054998793,0.0032129653,0.5650902,0.10788543],"study_design_scores_gemma":[0.008606525,0.00094847457,0.47084022,0.0038543867,0.0008430345,0.0016889938,0.0032605852,0.00054316985,0.010929648,0.00073211855,0.4956293,0.002123551],"about_ca_topic_score_codex":0.0003847677,"about_ca_topic_score_gemma":0.00026847344,"teacher_disagreement_score":0.22847325,"about_ca_system_score_codex":0.0018205119,"about_ca_system_score_gemma":0.0017969214,"threshold_uncertainty_score":0.9994278},"labels":[],"label_agreement":null},{"id":"W2578532420","doi":"10.1007/s00268-017-3874-1","title":"When Surgical Resources are Severely Constrained, Who Receives Care? Determinants of Access to Orthopaedic Trauma Surgery in Uganda","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; Queen's University","funders":"","keywords":"Medicine; Referral; Socioeconomic status; Public health; Femur; Physical therapy; Surgery; Population; Family medicine; Environmental health; Nursing","score_opus":0.06899194728935869,"score_gpt":0.3423736870841588,"score_spread":0.27338173979480007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578532420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896773,0.0038064567,0.0000016209226,0.003270887,0.0013413313,0.00023253924,0.000039442468,0.000014159051,0.0016162387],"genre_scores_gemma":[0.99722,0.0011834776,0.00008355133,0.0005989561,0.0005657814,0.0000057698267,0.0000038728617,0.00003577707,0.00030280976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548125,0.0002649523,0.0022058778,0.0003289852,0.00090002734,0.0008188997],"domain_scores_gemma":[0.99335706,0.0024380428,0.0020602464,0.00056843524,0.0006250203,0.0009512119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003137047,0.0003270383,0.0023089775,0.0016657839,0.00021279768,0.00011447933,0.0003978693,0.00016944156,0.00019981798],"category_scores_gemma":[0.0024059755,0.00027048163,0.00081193,0.0004484116,0.00031749974,0.0005440843,0.00011574481,0.0005924844,0.00000691904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003315813,0.0001453892,0.9078542,0.00060345774,0.000046463556,0.0066978377,0.00041966623,0.0000041827984,0.000007024054,0.0000025495922,0.014727816,0.06617557],"study_design_scores_gemma":[0.0010898708,0.000065828615,0.96052086,0.0065965275,0.000058907775,0.00124766,0.00047959996,0.000003855525,0.00035525908,0.000035420948,0.029301511,0.00024468073],"about_ca_topic_score_codex":0.0002897958,"about_ca_topic_score_gemma":0.0010024287,"teacher_disagreement_score":0.065930896,"about_ca_system_score_codex":0.00013892743,"about_ca_system_score_gemma":0.00090407487,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W2580029838","doi":"10.1007/s40140-017-0195-8","title":"Systematizing Safety in the Low-Resource Operating Theater","year":2017,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Psychological intervention; Checklist; Medicine; Patient safety; Resource (disambiguation); Backup; Best practice; Electricity; Intervention (counseling); Operations management; Risk analysis (engineering); Business; Nursing; Computer science; Health care; Engineering","score_opus":0.03661121094045325,"score_gpt":0.334518018195796,"score_spread":0.2979068072553428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580029838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913709,0.0014688045,0.00000385304,0.0017555212,0.0005167846,0.0005675669,4.1717942e-7,0.000028241184,0.0042878743],"genre_scores_gemma":[0.99875534,0.00003688481,0.000021078398,0.0008149683,0.00023208914,0.000043573207,0.000018712968,0.000010167351,0.00006717491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982076,0.00021968035,0.0006626771,0.00030219974,0.0001769043,0.00043093192],"domain_scores_gemma":[0.9984189,0.00015827372,0.00034365544,0.00092686707,0.00004754848,0.00010474631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022914296,0.00014888805,0.00045642423,0.000055705415,0.0004558557,0.000041786378,0.00015093246,0.00010815897,0.000020883725],"category_scores_gemma":[0.00069268985,0.00008357195,0.00009577088,0.000042955242,0.00011498106,0.00006307259,0.000044841156,0.00030307216,0.000024636922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046777295,0.00006879807,0.9880603,0.0004517802,0.000005593301,0.0035431024,0.00041681487,0.000002951709,0.000057912333,0.00011796459,0.0014321002,0.0057959203],"study_design_scores_gemma":[0.00038015982,0.000085106534,0.94714403,0.0014788676,0.000029883158,0.010594943,0.00034729776,0.00010937001,0.000060544833,0.00010835141,0.03951441,0.00014705866],"about_ca_topic_score_codex":0.00003466624,"about_ca_topic_score_gemma":0.0000064052224,"teacher_disagreement_score":0.040916275,"about_ca_system_score_codex":0.00003959516,"about_ca_system_score_gemma":0.00010874057,"threshold_uncertainty_score":0.35061195},"labels":[],"label_agreement":null},{"id":"W2580742449","doi":"10.1016/j.jpedsurg.2017.01.033","title":"Pediatric surgical capacity in Africa: Current status and future needs","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Faculty of Medicine, McGill University; McGill University","keywords":"Medicine; Workload; Sierra leone; Pediatric Surgeon; Pediatric surgery; Family medicine; Medical emergency; Surgery","score_opus":0.05679249035331115,"score_gpt":0.30356758026169356,"score_spread":0.2467750899083824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580742449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531828,0.04032795,0.0000020081702,0.0011132517,0.0046030306,0.00011131233,0.000011024345,0.000011287712,0.00063733646],"genre_scores_gemma":[0.8862243,0.091078945,0.000056448738,0.000049898626,0.022542885,0.0000021514832,0.0000019894578,0.000015792628,0.00002758697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971392,0.00013282485,0.0010750911,0.00017993468,0.0006586438,0.0008142699],"domain_scores_gemma":[0.9966246,0.0007928216,0.0009920418,0.00031410242,0.00028270262,0.0009937675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024208892,0.00022079788,0.00091685297,0.0012100291,0.00017760402,0.00006341051,0.00012000483,0.00019085716,0.000060012007],"category_scores_gemma":[0.0010296814,0.00017136197,0.0003257884,0.00052692386,0.0000610704,0.0003252085,0.00006070841,0.0008680394,0.000009685935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034678922,0.00023691267,0.94860995,0.00029537242,0.00001118522,0.0008897878,0.00014395567,3.7356185e-7,4.972435e-7,0.00003460012,0.032932743,0.016497843],"study_design_scores_gemma":[0.0013171602,0.00008841746,0.9077566,0.00003119868,0.00017134286,0.00037028262,0.0001126443,0.0000047203634,0.0000011494484,0.000104337676,0.08987797,0.00016414879],"about_ca_topic_score_codex":0.000043040807,"about_ca_topic_score_gemma":0.0000040741165,"teacher_disagreement_score":0.066958494,"about_ca_system_score_codex":0.00014253637,"about_ca_system_score_gemma":0.0009878176,"threshold_uncertainty_score":0.6987938},"labels":[],"label_agreement":null},{"id":"W2582298370","doi":"10.3390/ijerph14020125","title":"Recruitment of Refugees for Health Research: A Qualitative Study to Add Refugees’ Perspectives","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Refugee; Qualitative research; Gerontology; Psychology; Sociology; Medicine; Political science; Social science","score_opus":0.42370784329618266,"score_gpt":0.6107353724915272,"score_spread":0.18702752919534454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582298370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87522405,0.0018854165,0.00006966928,0.12031285,0.00019957956,0.0017946566,0.0002123245,0.0000031062336,0.00029832128],"genre_scores_gemma":[0.9954568,0.0016268862,0.0010309375,0.0009143301,0.0003320804,0.00006363097,0.00001369517,0.000016088085,0.00054552127],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9939054,0.0013473607,0.00091386633,0.0003090296,0.0026413456,0.00088294485],"domain_scores_gemma":[0.9954852,0.00096859405,0.0005436151,0.00034401967,0.0008925676,0.0017660444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025225565,0.0001209812,0.00050822715,0.0008856591,0.00065148325,0.000115746225,0.00049355254,0.00004279717,0.00008432928],"category_scores_gemma":[0.0043374654,0.000097379445,0.00010026081,0.00012081468,0.0005037826,0.00028590515,0.00028727198,0.0006581927,0.0000069599673],"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":[0.020090913,0.034916833,0.052536897,0.000776072,0.0017010227,0.00030328849,0.31759572,0.000001294804,0.0007483849,0.019755878,0.098564714,0.45300898],"study_design_scores_gemma":[0.0054521705,0.04186818,0.286329,0.000670715,0.000005392607,0.0001547115,0.37998155,0.000009454776,0.000058024696,0.0025521978,0.28277352,0.00014507167],"about_ca_topic_score_codex":0.00042256067,"about_ca_topic_score_gemma":0.00014121886,"teacher_disagreement_score":0.4528639,"about_ca_system_score_codex":0.0017429409,"about_ca_system_score_gemma":0.0020059631,"threshold_uncertainty_score":0.87427276},"labels":[],"label_agreement":null},{"id":"W2583378635","doi":"10.1016/s1470-2045(17)30041-4","title":"Advancing access and equity: the vision of a new generation in cancer control","year":2017,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"International agency; Cancer; Cancer incidence; Cancer prevention; Disease; Incidence (geometry); Medicine; Mortality rate; Internal medicine","score_opus":0.13593512422011397,"score_gpt":0.5034144697509542,"score_spread":0.36747934553084016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583378635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89080566,0.0012299805,0.00009075689,0.10347864,0.0003141791,0.00029017558,0.0000037360662,0.000004995166,0.0037818542],"genre_scores_gemma":[0.990229,0.001116077,0.000038623435,0.007773219,0.000734249,0.000014924135,0.0000012385035,0.000002887715,0.00008978434],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994148,0.000083776504,0.00014158472,0.00008001739,0.00007347665,0.00020631739],"domain_scores_gemma":[0.999393,0.00013309915,0.00013331315,0.00025745307,0.000030293042,0.000052842577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009765004,0.000043114313,0.0002875772,0.00001572912,0.000113162874,0.00001356686,0.00014095646,0.000050040046,0.000022823124],"category_scores_gemma":[0.00026008525,0.000021775164,0.000015334479,0.000026468231,0.00008044868,0.000061086015,0.000084144645,0.00012229582,0.0000011697238],"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":[0.0017739207,0.00007170179,0.31932384,0.00014433826,0.000027731016,0.000029901294,0.00068416406,0.00011337968,0.005648641,0.0019550219,0.05065598,0.6195714],"study_design_scores_gemma":[0.005902014,0.00040656084,0.8824617,0.0001097179,0.00005179811,0.0000348134,0.000054468688,0.0053810733,0.00029981925,0.0018865425,0.103354245,0.00005723636],"about_ca_topic_score_codex":0.0024232096,"about_ca_topic_score_gemma":0.006634818,"teacher_disagreement_score":0.6195141,"about_ca_system_score_codex":0.000069267735,"about_ca_system_score_gemma":0.0002971439,"threshold_uncertainty_score":0.37023842},"labels":[],"label_agreement":null},{"id":"W2584248504","doi":"","title":"Botswana's impact","year":2011,"lang":"en","type":"article","venue":"Australia's Paydirt","topic":"Global Health and Surgery","field":"Medicine","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":"Business; Political science","score_opus":0.13430992960355467,"score_gpt":0.38990586360090257,"score_spread":0.2555959339973479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584248504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661125,0.00009791392,0.00001639315,0.0002970014,0.00040070206,0.00022108485,0.000015439668,0.00011249315,0.032726485],"genre_scores_gemma":[0.99082947,0.000023498957,0.000551613,0.0008833764,0.00016550602,0.0000093943445,0.000021464642,0.000016984824,0.0074986783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862254,0.000026288742,0.00026937068,0.0002221008,0.0002175034,0.0006421708],"domain_scores_gemma":[0.9988615,0.000023109842,0.000053730193,0.00035892098,0.000070601534,0.0006321293],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023667615,0.00016452438,0.00029679018,0.00008200505,0.00005065084,0.00000753051,0.0000748193,0.00012715672,0.0039742906],"category_scores_gemma":[0.00006173413,0.00012304803,0.00019487187,0.00020229533,0.00005849495,0.00007456686,0.000018255485,0.00020189774,0.0015605568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041268533,0.00023463083,0.846132,0.000085533335,0.00007981179,0.0005309122,0.00019905649,2.4922073e-7,0.00040760305,0.0007968994,0.1446125,0.006508138],"study_design_scores_gemma":[0.0006203911,0.00051045656,0.9673559,0.00005253459,0.000055016983,0.000237352,0.0000587505,0.0000036032275,0.0012012357,0.00041139196,0.029331788,0.00016158482],"about_ca_topic_score_codex":0.0023254966,"about_ca_topic_score_gemma":0.000021019627,"teacher_disagreement_score":0.12122391,"about_ca_system_score_codex":0.0000796887,"about_ca_system_score_gemma":0.00013436492,"threshold_uncertainty_score":0.99921685},"labels":[],"label_agreement":null},{"id":"W2586540894","doi":"10.2106/jbjs.16.00676","title":"The 2016 Austrian-Swiss-German Fellowship","year":2017,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"German; Library science; West germany; Political science; Economic history; Geography; History; Archaeology","score_opus":0.05260039141498662,"score_gpt":0.32595993393508954,"score_spread":0.2733595425201029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586540894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582667,0.006437776,0.000011454701,0.030725868,0.0017158805,0.00008580115,0.0000023919076,0.000007929682,0.0027462342],"genre_scores_gemma":[0.98937696,0.0061895815,0.00003654421,0.00093932025,0.00092303555,9.924717e-7,8.775093e-7,0.000010836558,0.0025218632],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981624,0.00006166469,0.0009678292,0.000095589894,0.00033500872,0.00037752313],"domain_scores_gemma":[0.99740964,0.0005142704,0.0010467923,0.0003483098,0.00020517087,0.00047579565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037912412,0.00011673972,0.000729568,0.00015042204,0.00057949015,0.000107792766,0.00003437343,0.00008842941,0.00003272363],"category_scores_gemma":[0.001733318,0.00006596809,0.00039787657,0.000040518065,0.00015474416,0.00018757986,0.00003735743,0.00034379808,0.000023028702],"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":[0.0011694377,0.00012613344,0.16663955,0.00021132728,0.00012744476,0.0022262651,0.00007891976,1.52503e-7,0.0008075765,0.00024009518,0.7176276,0.110745504],"study_design_scores_gemma":[0.00074301206,0.00012214546,0.7030889,0.0007534134,0.0000779651,0.0023971647,0.00008565083,0.000008890884,0.00030031084,0.000998516,0.29131028,0.00011375039],"about_ca_topic_score_codex":0.000050821003,"about_ca_topic_score_gemma":0.000006825439,"teacher_disagreement_score":0.5364494,"about_ca_system_score_codex":0.00003279996,"about_ca_system_score_gemma":0.0004397639,"threshold_uncertainty_score":0.44570285},"labels":[],"label_agreement":null},{"id":"W2587506971","doi":"10.22374/cjgim.v7i3.134","title":"A Blueprint for Global Health Curriculum Development: The McMaster Internal Medicine Residency Program Experience","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Blueprint; Medicine; Realm; Curriculum; Scope (computer science); Medical education; Global health; Medical school; Family medicine; Nursing; Public health; Political science; Psychology; Pedagogy","score_opus":0.04158470426684515,"score_gpt":0.3772489073253381,"score_spread":0.335664203058493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587506971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85536057,0.029585535,0.0052008503,0.08689333,0.010603087,0.0016873537,0.00001636058,0.000038693244,0.010614253],"genre_scores_gemma":[0.9731278,0.00017820696,0.003605174,0.015112707,0.006106331,0.000050929084,0.000010257923,0.000026723357,0.001781872],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959627,0.000134481,0.0016184257,0.00023986853,0.00067381037,0.001370711],"domain_scores_gemma":[0.9943147,0.00010362546,0.0007041518,0.00025311555,0.00066646753,0.003957955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021766678,0.00032993036,0.00084800384,0.0002815733,0.00026542012,0.000023880308,0.00047002995,0.000106727624,0.00066375773],"category_scores_gemma":[0.0011306421,0.00018397433,0.00018204353,0.0003495833,0.00050730084,0.00019030523,0.00003622797,0.000545337,0.000013391549],"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":[0.00052508863,0.0001821969,0.4839078,0.00032758925,0.00028112263,0.00033794707,0.010178669,0.000003470297,0.00010303267,0.0041580093,0.258542,0.24145307],"study_design_scores_gemma":[0.004024048,0.003938715,0.29661813,0.004845481,0.00012859599,0.009340034,0.004517124,0.00014434809,0.00014757135,0.00058329594,0.6754133,0.0002993424],"about_ca_topic_score_codex":0.025257131,"about_ca_topic_score_gemma":0.009204449,"teacher_disagreement_score":0.4168713,"about_ca_system_score_codex":0.001206514,"about_ca_system_score_gemma":0.003042785,"threshold_uncertainty_score":0.9812338},"labels":[],"label_agreement":null},{"id":"W2588870399","doi":"10.1097/jpa.0000000000000110","title":"Competency Guidelines for Physician Assistants Practicing Primary Care in Low-Resource Countries","year":2017,"lang":"en","type":"article","venue":"The Journal of Physician Assistant Education","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Primary care; Physician assistants; Family medicine; Medicine; Resource (disambiguation); Nursing; Medical education; Nurse practitioners; Health care; Political science; Computer science","score_opus":0.034178033699590646,"score_gpt":0.37618500592042226,"score_spread":0.3420069722208316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588870399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504457,0.004679666,0.00029795288,0.023722306,0.0019052296,0.00086734525,0.000043596487,0.00001647702,0.018021699],"genre_scores_gemma":[0.9871657,0.00020666572,0.0010734351,0.009434906,0.0018701206,0.000010269983,0.000026958773,0.000026311538,0.00018563824],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981411,0.00010983562,0.00079750625,0.0001329885,0.00046563853,0.00035294736],"domain_scores_gemma":[0.99581224,0.0002781006,0.0016945482,0.0004777112,0.001594063,0.00014332712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011201025,0.00017797462,0.00050765637,0.00012643462,0.0005018901,0.00008461898,0.0002865702,0.000058848073,0.0000026558175],"category_scores_gemma":[0.00051688484,0.00012295043,0.0001679545,0.000112541034,0.00011147605,0.0003855191,0.000026456884,0.0002825987,0.0000048538964],"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":[0.020877583,0.0047583273,0.06807648,0.010191749,0.00059734884,0.00008184649,0.0156585,0.00020883583,0.02759403,0.0064474693,0.16472682,0.680781],"study_design_scores_gemma":[0.0036908777,0.0008645281,0.80758655,0.010060212,0.0006607239,0.00009242167,0.02774318,0.00020036654,0.002496618,0.0016476888,0.14449753,0.00045929302],"about_ca_topic_score_codex":0.000066795845,"about_ca_topic_score_gemma":0.00007262959,"teacher_disagreement_score":0.7395101,"about_ca_system_score_codex":0.00054562156,"about_ca_system_score_gemma":0.0027433531,"threshold_uncertainty_score":0.5013773},"labels":[],"label_agreement":null},{"id":"W2589391422","doi":"10.3399/bjgp17x689749","title":"Books: <i>Super Furries, Prins Seeiso, Miss Siberia — a Fi</i>","year":2017,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Global Health and Surgery","field":"Medicine","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 College of the North","funders":"","keywords":"Medicine; World Wide Web; Data science; Computer science","score_opus":0.0229015600417359,"score_gpt":0.3309186822928426,"score_spread":0.3080171222511067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589391422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715223,0.016136324,0.0001266709,0.025895253,0.002632862,0.00031254132,0.000035679404,0.00003144677,0.08330694],"genre_scores_gemma":[0.9366879,0.008891993,0.01378243,0.02390109,0.0039989143,0.000004957054,0.000010318679,0.000055069886,0.012667322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979395,0.00015543074,0.0006806382,0.00018657513,0.00056088,0.0004769611],"domain_scores_gemma":[0.99712324,0.00016691079,0.00087029487,0.00036512004,0.00078095176,0.000693456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013752297,0.00014814845,0.00047451264,0.00005391641,0.00051889097,0.000335366,0.00025036157,0.00012735886,0.000222371],"category_scores_gemma":[0.0037206763,0.000153703,0.0002098987,0.000049405066,0.00010788907,0.0011703803,0.0000735165,0.00070859597,0.000047486294],"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":[0.0026089181,0.0009457437,0.009176946,0.00029215837,0.00039297345,0.03456725,0.0001717827,0.000007361047,0.004272388,0.0004429924,0.78419745,0.16292405],"study_design_scores_gemma":[0.0020800147,0.00035415037,0.036812995,0.00045707595,0.00020489095,0.07868241,0.00011943739,0.000020853371,0.00044883063,0.00013337971,0.8805228,0.0001631935],"about_ca_topic_score_codex":0.0013331568,"about_ca_topic_score_gemma":0.000084482715,"teacher_disagreement_score":0.16276087,"about_ca_system_score_codex":0.00009205616,"about_ca_system_score_gemma":0.000732153,"threshold_uncertainty_score":0.62678266},"labels":[],"label_agreement":null},{"id":"W2590914037","doi":"10.1017/s0022215116005211","title":"An ear microsurgery trainer for low-resource settings","year":2016,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Trainer; Microsurgery; Computer science; Resource (disambiguation); Content (measure theory); Action (physics); Multimedia; Medicine; Surgery; Mathematics; Operating system","score_opus":0.011403518156741016,"score_gpt":0.2932102656902273,"score_spread":0.2818067475334863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590914037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575969,0.0005914112,0.00085284107,0.03988256,0.0004680263,0.00023576948,0.0000138852965,0.0000189361,0.0003396617],"genre_scores_gemma":[0.9800134,0.000118777425,0.0003846618,0.018426592,0.000615157,0.0000060023826,0.000003853146,0.000023289902,0.00040829385],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998038,0.0003886852,0.00068167964,0.00013898734,0.00012955947,0.00062309025],"domain_scores_gemma":[0.99717957,0.001542095,0.00043672233,0.0002950962,0.00024016669,0.00030637777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024404102,0.00014858089,0.0006350318,0.00016457839,0.000112648944,0.0000030525475,0.00021895417,0.00024405112,0.0001661447],"category_scores_gemma":[0.00052034843,0.00007207429,0.00022252946,0.00009003504,0.0003729404,0.000072910494,0.000021701642,0.0002754182,0.000023466899],"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":[0.021268388,0.00095119793,0.21858463,0.0003172541,0.000630753,0.0012431465,0.0016459358,0.0000075755675,0.3674968,0.0019437463,0.33101633,0.054894246],"study_design_scores_gemma":[0.010493303,0.0066936836,0.27363977,0.00038654762,0.00056487386,0.05235405,0.00063569535,0.00005291669,0.013272042,0.002375395,0.63909775,0.00043398477],"about_ca_topic_score_codex":0.000006363228,"about_ca_topic_score_gemma":0.000006651525,"teacher_disagreement_score":0.35422474,"about_ca_system_score_codex":0.000043284723,"about_ca_system_score_gemma":0.0002616918,"threshold_uncertainty_score":0.2939104},"labels":[],"label_agreement":null},{"id":"W2591879950","doi":"10.1038/543024a","title":"Hunted, haunted, stateless and scared: the stories of refugee scientists","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"World Federation of Science Journalists","funders":"","keywords":"Stateless protocol; Refugee; Face (sociological concept); Work (physics); Sociology; History; Computer security; Computer science; Archaeology; Social science; Engineering","score_opus":0.01252965505022582,"score_gpt":0.3447797480600534,"score_spread":0.3322500930098276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591879950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98621124,0.0053266897,0.0000023833868,0.0038853483,0.0009334748,0.00015070244,0.00004679698,0.000013706447,0.0034296424],"genre_scores_gemma":[0.9974572,0.00016018808,0.000087652574,0.0010021968,0.00010810427,0.0000022784354,0.00000892212,0.00000580376,0.0011676489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925035,0.000017947208,0.00011758379,0.00013942861,0.0002716279,0.00020307921],"domain_scores_gemma":[0.9990858,0.000045958357,0.00010345681,0.00044821735,0.00020230035,0.00011428732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003426704,0.00007089984,0.00017882699,0.000035205285,0.00032178458,0.000033479522,0.00012864187,0.00033027792,0.000013206791],"category_scores_gemma":[0.0004779772,0.00004208003,0.00003444762,0.00006317309,0.0002668788,0.00006882753,0.000059615173,0.0007465439,0.0000031885338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015844819,0.00018343076,0.65455633,0.0015359478,0.0001264034,0.00030482942,0.002274989,6.539073e-7,0.0026382164,0.016715325,0.194993,0.12508638],"study_design_scores_gemma":[0.0008927705,0.00008339647,0.6351307,0.0002451651,0.00003492912,0.000099754034,0.000583997,0.000021967608,0.0017372462,0.00023082335,0.36085638,0.00008285826],"about_ca_topic_score_codex":0.00015440889,"about_ca_topic_score_gemma":0.00017781812,"teacher_disagreement_score":0.16586338,"about_ca_system_score_codex":0.000021604901,"about_ca_system_score_gemma":0.00011248576,"threshold_uncertainty_score":0.32434034},"labels":[],"label_agreement":null},{"id":"W2593473825","doi":"10.5539/ies.v10n3p89","title":"The Impact of a Model Partnership in a Medical Postgraduate Program in North–South and South—South Collaboration on Trainee Retention, Program Sustainability and Regional Collaboration","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Workforce; Sustainability; Medical education; Program evaluation; Capacity building; Specialty; Work (physics); Educational program; Curriculum; Program Design Language; Medicine; Psychology; Family medicine; Business; Political science; Engineering; Pedagogy","score_opus":0.09240160677998921,"score_gpt":0.4813563354705222,"score_spread":0.388954728690533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593473825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766872,0.00052921457,0.000004787467,0.021000447,0.00020829261,0.0013140213,0.00002362852,0.000021298305,0.00021113311],"genre_scores_gemma":[0.99852383,0.0002580234,0.00016556948,0.00015531824,0.0000854064,0.00056594855,0.00006326533,0.000007889543,0.00017476802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835485,0.00009405795,0.0005248603,0.00028880851,0.0005108445,0.00022659483],"domain_scores_gemma":[0.99642336,0.00015549522,0.00034273765,0.0002173811,0.0027158472,0.00014517532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008781125,0.00014844009,0.00027329824,0.00020007,0.0002192982,0.0000969013,0.00009780632,0.000083090476,0.0000017354295],"category_scores_gemma":[0.0070628542,0.0001046519,0.000050230912,0.00027077977,0.00038924557,0.00017727668,0.00004248799,0.00017277463,5.237642e-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":[0.0013397409,0.0007434161,0.9422895,0.00013923219,0.00009145997,0.000004710336,0.016182194,0.00010029968,0.0000014495197,0.0018856556,0.00072177127,0.036500614],"study_design_scores_gemma":[0.0012554998,0.00039749398,0.9661874,0.00019861574,0.00001689228,0.000006823954,0.017800553,0.011448971,0.0000017267649,0.0023428525,0.00025095613,0.000092224785],"about_ca_topic_score_codex":0.00021220262,"about_ca_topic_score_gemma":0.0015531541,"teacher_disagreement_score":0.03640839,"about_ca_system_score_codex":0.00041329875,"about_ca_system_score_gemma":0.0021459153,"threshold_uncertainty_score":0.84554064},"labels":[],"label_agreement":null},{"id":"W2593611099","doi":"10.1213/ane.0000000000002048","title":"Development of Education and Research in Anesthesia and Intensive Care Medicine at the University Teaching Hospital in Lusaka, Zambia: A Descriptive Observational Study","year":2017,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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 Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Specialty; Observational study; Economic shortage; Nursing; Qualitative research; Medical education; Family medicine","score_opus":0.09529578996746876,"score_gpt":0.36954603891109894,"score_spread":0.27425024894363015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593611099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848975,0.0010775131,8.5389655e-7,0.012960184,0.000019472009,0.0007289818,2.5809874e-7,0.000005604456,0.0003096297],"genre_scores_gemma":[0.99907076,0.00008408512,0.0002098517,0.00038603353,0.000030526353,0.000011889892,0.00001374704,0.0000087273565,0.00018436312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984228,0.00027501534,0.00030285213,0.00031568238,0.00039201384,0.0002916504],"domain_scores_gemma":[0.9986809,0.00018425938,0.00014184836,0.00031063418,0.0005415945,0.00014079819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015895903,0.00013340882,0.0003507585,0.0002806429,0.00057477364,0.00001575255,0.0001429084,0.000080466125,0.0000059971735],"category_scores_gemma":[0.0003197387,0.000102591104,0.000020466794,0.00018814113,0.00037446336,0.00013707584,0.00007440443,0.00034527027,0.0000018202088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027823722,0.00017215034,0.94069946,0.00009360639,0.000013285633,0.00049686315,0.04881484,1.9667648e-7,0.000029919845,0.0003422586,0.0005597815,0.008499384],"study_design_scores_gemma":[0.0008296693,0.000277323,0.82202196,0.00039905042,0.000019225821,0.00015294254,0.17414854,0.000014575251,0.000009476691,0.000044223107,0.0020109478,0.00007207429],"about_ca_topic_score_codex":0.0050839926,"about_ca_topic_score_gemma":0.0022010286,"teacher_disagreement_score":0.1253337,"about_ca_system_score_codex":0.0003865981,"about_ca_system_score_gemma":0.0006442839,"threshold_uncertainty_score":0.768551},"labels":[],"label_agreement":null},{"id":"W2593725645","doi":"10.13140/2.1.2112.9282","title":"Cancer control (CC) and African (AF) renaissance: The role of expatriate professionals and scientists .","year":2006,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Island Health","funders":"","keywords":"Political science; Politics; Expatriate; General partnership; Economic growth; Corporate governance; Public administration; Development economics; Law; Management; Economics","score_opus":0.00898169903532962,"score_gpt":0.3011887667705602,"score_spread":0.2922070677352306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593725645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751371,0.012603214,0.000009446605,0.0036157186,0.0001196777,0.000356815,0.000023103397,0.00001399158,0.008120945],"genre_scores_gemma":[0.9973323,0.000119528195,0.000042646123,0.00083104096,0.00008732812,0.000023804976,0.0000020593848,0.000004144674,0.0015571681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992569,0.000036046997,0.0001865356,0.00013234126,0.0001778044,0.00021034623],"domain_scores_gemma":[0.99954075,0.00010382379,0.00006789431,0.00010325018,0.00007653399,0.00010777539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386518,0.000063880165,0.0001954801,0.000034273293,0.000093106544,0.00000637527,0.000025222775,0.0000354642,0.000054762928],"category_scores_gemma":[0.000038524668,0.000033993085,0.000022301852,0.000116209085,0.00013794185,0.000029120714,0.000016464706,0.00005954782,0.0000012514531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008614115,0.0005223324,0.89385253,0.0003303678,0.00004198299,0.000015953465,0.00041036657,0.0000014250103,0.0072577796,0.010369329,0.05269874,0.03363779],"study_design_scores_gemma":[0.005949761,0.00010881505,0.94979036,0.0002583819,0.000060822582,0.000029267043,0.00084771,0.0004543286,0.0022533871,0.001855975,0.03827597,0.00011519804],"about_ca_topic_score_codex":0.0022214302,"about_ca_topic_score_gemma":0.00023647919,"teacher_disagreement_score":0.05593786,"about_ca_system_score_codex":0.000012478771,"about_ca_system_score_gemma":0.00011282324,"threshold_uncertainty_score":0.33581528},"labels":[],"label_agreement":null},{"id":"W2598793288","doi":"10.2147/amep.s128403","title":"Writing skills enhancement for public health professionals in Rwanda","year":2017,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; University of Ottawa","funders":"","keywords":"Publishing; Medical education; Psychological intervention; Public health; Peer review; Psychology; Journal of Public Health; Public health interventions; Medicine; Political science; Nursing; Health education; International health","score_opus":0.04227941649280729,"score_gpt":0.5149790307652526,"score_spread":0.47269961427244533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598793288","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":[0.073673606,0.028470322,0.0013312269,0.8701281,0.002491253,0.0012334028,0.000003469751,0.000015996968,0.022652628],"genre_scores_gemma":[0.86693126,0.015441881,0.0108240405,0.10541294,0.00036015172,0.0002983167,0.000040504226,0.000008409763,0.00068248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985789,0.00016640277,0.0004004068,0.00020050873,0.0003279673,0.00032578935],"domain_scores_gemma":[0.9974994,0.0014577992,0.0002762717,0.0001746846,0.0001276116,0.00046423732],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004562891,0.00006994462,0.0002099935,0.00007648117,0.00021961324,0.00002868197,0.00007266414,0.00007078626,0.00013120697],"category_scores_gemma":[0.04186651,0.000058831916,0.000016331393,0.0000722925,0.000071160146,0.00069700216,0.000024513874,0.00025791727,0.000004310228],"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":[0.00013730851,0.0014080103,0.01461229,0.00041582034,0.000002577243,0.0000044640296,0.0006963311,3.0283022e-8,8.9689536e-7,0.004218532,0.0040697325,0.974434],"study_design_scores_gemma":[0.0013010295,0.00013212583,0.028510628,0.0011515458,0.000003531906,0.00006300043,0.0036043741,0.000066856905,0.000005413771,0.00089747884,0.9641936,0.000070451366],"about_ca_topic_score_codex":0.00008302975,"about_ca_topic_score_gemma":0.00011984795,"teacher_disagreement_score":0.97436357,"about_ca_system_score_codex":0.0001024567,"about_ca_system_score_gemma":0.0033102222,"threshold_uncertainty_score":0.9662042},"labels":[],"label_agreement":null},{"id":"W2599755717","doi":"10.1007/s00268-017-4007-6","title":"Cost‐Effectiveness of Two Government District Hospitals in Sub‐Saharan Africa","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Government (linguistics); Sierra leone; Medicine; Commission; Investment (military); Health economics; Socioeconomics; Environmental health; Economic growth; Public health; Business; Nursing; Economics; Finance; Political science","score_opus":0.04872476925178339,"score_gpt":0.32697387833092467,"score_spread":0.2782491090791413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599755717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901727,0.004334083,0.000039454604,0.00061034464,0.0010777572,0.00023432581,0.000023620209,0.000004515541,0.003503224],"genre_scores_gemma":[0.9982666,0.0013440007,0.000041126114,0.00007077376,0.00016348931,0.000005960253,0.0000021552842,0.000014075257,0.00009183486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976749,0.00017348274,0.0008947512,0.00013353751,0.00071335904,0.0004100013],"domain_scores_gemma":[0.9969048,0.0012578882,0.0009799803,0.0003478735,0.00017009463,0.0003393599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035895845,0.00014911924,0.00096136716,0.0002471716,0.000082146515,0.00002234566,0.00014269496,0.000045429762,0.000043399967],"category_scores_gemma":[0.0010796177,0.00012035376,0.00036357515,0.00022284109,0.000098295284,0.00019941281,0.000040785602,0.00030801434,0.0000073007545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016315433,0.00033381255,0.95776546,0.0003610218,0.000060306207,0.0010351543,0.000019253035,0.0000070439714,0.0010356231,0.000041470055,0.009463667,0.02824565],"study_design_scores_gemma":[0.001389341,0.000078101555,0.9839493,0.0020877838,0.00004504527,0.000100489226,0.000014125387,0.000006048645,0.0031627282,0.00013546238,0.008928325,0.00010327522],"about_ca_topic_score_codex":0.000067214045,"about_ca_topic_score_gemma":0.000019397645,"teacher_disagreement_score":0.028142374,"about_ca_system_score_codex":0.00034096904,"about_ca_system_score_gemma":0.0003262794,"threshold_uncertainty_score":0.4907884},"labels":[],"label_agreement":null},{"id":"W2600635463","doi":"","title":"Le cursus en santé mondiale en médecine familiale","year":2012,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Global Health and Surgery","field":"Medicine","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; Humanities; Art","score_opus":0.014877695458718958,"score_gpt":0.2680298930606893,"score_spread":0.25315219760197033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600635463","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":[0.27119672,0.1396906,0.00003831503,0.010641102,0.020173319,0.0010314025,0.0010946869,0.0001059187,0.55602795],"genre_scores_gemma":[0.86202633,0.0013665293,0.000121216646,0.11537224,0.014062711,0.000037698424,0.00023753729,0.000110695575,0.0066650505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942626,0.0003983129,0.0006103667,0.0005129327,0.0004428294,0.0037730113],"domain_scores_gemma":[0.99316186,0.00035228554,0.00012974635,0.0007678172,0.00013630734,0.0054520145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083710084,0.00053854636,0.00088297017,0.0003938728,0.0003685609,0.00003985264,0.00032216255,0.00052239327,0.000063154075],"category_scores_gemma":[0.0001504625,0.00063807407,0.0003167532,0.0007737775,0.00026459634,0.00044901797,0.00005214556,0.00074311096,0.0047632703],"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":[0.00012910088,0.00073277135,0.023682186,0.0006300663,0.00022855899,0.0004285581,0.0012979752,0.000017550272,0.0017068502,0.05032746,0.5472905,0.3735284],"study_design_scores_gemma":[0.0012884529,0.00014407195,0.2348826,0.00040305316,0.00015207255,0.0000094738725,0.0029958398,0.0000758719,0.00012079003,0.00053890154,0.7588847,0.0005041504],"about_ca_topic_score_codex":0.23698495,"about_ca_topic_score_gemma":0.027592892,"teacher_disagreement_score":0.5908296,"about_ca_system_score_codex":0.0018724903,"about_ca_system_score_gemma":0.006069662,"threshold_uncertainty_score":0.999607},"labels":[],"label_agreement":null},{"id":"W2601644227","doi":"","title":"Needs Assessment of Medical Care for Rural Jamaicans That Require Assistance from Short-Term Medical Missions","year":2013,"lang":"en","type":"article","venue":"International public health journal","topic":"Global Health and Surgery","field":"Medicine","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; Health care; Population; Medical emergency; Family medicine; Nursing; Business; Environmental health; Economic growth","score_opus":0.06771398047237254,"score_gpt":0.4255213495514903,"score_spread":0.35780736907911775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601644227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49199256,0.0012587124,0.016781718,0.4825242,0.0036569093,0.0006029874,0.00021921417,0.000043619326,0.0029200811],"genre_scores_gemma":[0.98028356,0.0010927632,0.002406519,0.014121235,0.0014431423,0.000067445006,0.00036018383,0.000024114166,0.00020105239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937846,0.00017970572,0.001282821,0.00021492378,0.0037450623,0.0007928942],"domain_scores_gemma":[0.99399334,0.00052692683,0.00040023486,0.00023024468,0.0011580575,0.003691187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022669919,0.00019618547,0.0006012325,0.00036053744,0.00025985882,0.00010379062,0.000581845,0.00031554562,0.0075025675],"category_scores_gemma":[0.0015756655,0.00015033428,0.00027941164,0.00019409783,0.00013780159,0.0004257772,0.00009090436,0.0009590908,0.000010559103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014162737,0.0006770145,0.56975466,0.0004144423,0.00032056196,0.00012371565,0.0012155169,0.0000010567288,0.000048294914,0.0068742116,0.13725004,0.28317884],"study_design_scores_gemma":[0.0031700076,0.0003735778,0.70320725,0.0018906485,0.000019791605,0.0009397257,0.006062352,0.0045897807,0.0000063105067,0.000545257,0.2789859,0.00020938234],"about_ca_topic_score_codex":0.0007258561,"about_ca_topic_score_gemma":0.00013608126,"teacher_disagreement_score":0.488291,"about_ca_system_score_codex":0.0009081701,"about_ca_system_score_gemma":0.010125747,"threshold_uncertainty_score":0.9954859},"labels":[],"label_agreement":null},{"id":"W2602743002","doi":"10.3389/fpubh.2017.00046","title":"A Review of Global Health Competencies for Postgraduate Public Health Education","year":2017,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":106,"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; Global health; Health care; Curriculum; Context (archaeology); Medical education; Health policy; International health; Medicine; Public relations; Political science; Nursing; Psychology; Pedagogy; Geography","score_opus":0.19421598361738263,"score_gpt":0.47188287567818327,"score_spread":0.27766689206080064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602743002","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":[4.2914766e-7,0.8248316,0.0012767168,0.15814915,0.005015043,0.008811124,0.0011498872,0.000087341075,0.0006787124],"genre_scores_gemma":[0.0000064631454,0.92484504,0.012661045,0.05699162,0.00045165716,0.0008129064,0.0039187944,0.00008641888,0.00022605239],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880212,0.0018540565,0.004906537,0.0011644373,0.000879604,0.0031741888],"domain_scores_gemma":[0.98766524,0.0001774823,0.005733291,0.0018905355,0.00083381624,0.0036996151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0147864595,0.0008622575,0.009659762,0.000860679,0.00053993217,0.000089018096,0.0008453941,0.0004401029,0.00001663984],"category_scores_gemma":[0.003474214,0.00075249566,0.0011866149,0.0015878904,0.00027353666,0.00031575287,0.00013272266,0.00090151967,0.000013372141],"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":true,"study_design_scores_codex":[0.000005915967,0.00027422298,0.00029426086,0.2743048,0.000053940345,7.246392e-7,0.000030511235,1.5415944e-9,5.883725e-11,0.0009971,0.2949869,0.42905164],"study_design_scores_gemma":[0.000510066,0.000659749,0.0004126077,0.19225074,0.000047885664,0.00013720286,0.000119439756,0.0000046384666,4.3587436e-10,0.000182646,0.80538166,0.00029335832],"about_ca_topic_score_codex":0.0026447102,"about_ca_topic_score_gemma":0.00025105904,"teacher_disagreement_score":0.51039475,"about_ca_system_score_codex":0.009982994,"about_ca_system_score_gemma":0.2122756,"threshold_uncertainty_score":0.9994926},"labels":[],"label_agreement":null},{"id":"W2604426714","doi":"10.1136/bmjgh-2016-000120","title":"Are national policies on global health in fact national policies on global health governance? A comparison of policy designs from Norway and Switzerland","year":2017,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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; Sante Montreal; Université du Québec à Montréal; The Quebec Population Health Research Network","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Global health; Health policy; Diplomacy; Foreign policy; Negotiation; Political science; Declaration; Public administration; Corporate governance; Policy analysis; International health; Business; Health care; Politics; Law","score_opus":0.09364218998059609,"score_gpt":0.48569603908836734,"score_spread":0.39205384910777125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604426714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7035421,0.0041184346,0.00008914693,0.25243926,0.00086241885,0.0024949866,0.02047128,0.000102197686,0.015880194],"genre_scores_gemma":[0.94598335,0.0009988354,0.00042386889,0.051198676,0.0010382311,0.000035149173,0.00025151027,0.000021659565,0.000048744532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927937,0.0004426067,0.0019002134,0.00086527853,0.0021781933,0.0018200197],"domain_scores_gemma":[0.9941152,0.00027699507,0.0028153409,0.0006624952,0.00042185956,0.0017081641],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001685742,0.00061257824,0.0019774765,0.00016824795,0.00092475966,0.00010388005,0.00041813316,0.00028894388,0.0000232666],"category_scores_gemma":[0.0017437357,0.0005705463,0.00021224277,0.0006812621,0.00036368458,0.00020101819,0.00016120473,0.00044259022,0.000056451678],"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":[0.002155183,0.0010391255,0.76756585,0.0005522685,0.00007022522,0.000014367427,0.00035716264,0.00017477672,7.8700157e-7,0.096827626,0.09769037,0.03355227],"study_design_scores_gemma":[0.0037094867,0.0017970467,0.97423804,0.0016001812,0.000007064601,0.000077257944,0.00036853732,0.00033414195,0.0000024808955,0.009544247,0.008013106,0.00030841245],"about_ca_topic_score_codex":0.17808884,"about_ca_topic_score_gemma":0.054477356,"teacher_disagreement_score":0.24244124,"about_ca_system_score_codex":0.013594994,"about_ca_system_score_gemma":0.017710842,"threshold_uncertainty_score":0.9996746},"labels":[],"label_agreement":null},{"id":"W2605207780","doi":"10.1016/j.aogh.2017.03.119","title":"Exchange the World: Clinical and Research Exchanges as a Means to Promote Understanding of Other Health Care Systems in Medical Students","year":2017,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Laval; Université de Montréal","funders":"","keywords":"Annals; Global health; Health care; Publication; Public health; Publishing; Medicine; Political science; Health policy; Public relations; Nursing; Law; History","score_opus":0.3366163243366018,"score_gpt":0.5956606368573798,"score_spread":0.259044312520778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605207780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6955223,0.024231061,0.0000194332,0.2735786,0.0005913453,0.0025810583,0.00014268883,0.000019025412,0.0033144907],"genre_scores_gemma":[0.98231125,0.0040235477,0.000041059942,0.01324537,0.00022679304,0.000027878052,0.000003947079,0.0000143253,0.00010581606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434114,0.0009646647,0.001114252,0.00040547256,0.0021290265,0.0010454417],"domain_scores_gemma":[0.99683034,0.00028527377,0.00042626422,0.00071152643,0.00032664876,0.0014199235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01629627,0.00015999825,0.00096794404,0.00018604439,0.0003904316,0.00004237421,0.00051992736,0.00014446912,0.000019950103],"category_scores_gemma":[0.0012017973,0.000112929694,0.0000896805,0.00045721408,0.00047523394,0.000058013964,0.00034135723,0.00043757874,0.000008120929],"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":[0.0019918883,0.0007279857,0.80596036,0.006732631,0.00009240614,0.00009319326,0.0048928014,4.854699e-7,3.3933694e-7,0.017916156,0.08571682,0.07587492],"study_design_scores_gemma":[0.0035592539,0.006526956,0.8372878,0.012407618,0.000012945754,0.00007470559,0.013207457,0.000062776664,0.0000051804486,0.0014119627,0.1252146,0.00022872534],"about_ca_topic_score_codex":0.025639249,"about_ca_topic_score_gemma":0.029886795,"teacher_disagreement_score":0.28678897,"about_ca_system_score_codex":0.00039331475,"about_ca_system_score_gemma":0.0022686077,"threshold_uncertainty_score":0.98781526},"labels":[],"label_agreement":null},{"id":"W2605311379","doi":"10.1016/j.aogh.2017.03.098","title":"Global Child Health Curricula: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Annals; Global health; Public health; Publication; Publishing; Health care; Medicine; Political science; Health policy; Public relations; Law; Nursing; Geography","score_opus":0.1471813067036959,"score_gpt":0.5198765441459667,"score_spread":0.37269523744227084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605311379","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":[2.8615605e-7,0.96066266,0.0000086019,0.02032884,0.00089774217,0.009707267,0.0022623765,0.00012857486,0.0060036546],"genre_scores_gemma":[0.000016822822,0.95335495,0.00007760318,0.045333292,0.00031881532,0.0002108038,0.00055682956,0.000046866848,0.00008402806],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98853403,0.0013738478,0.0053989943,0.0010400829,0.0013922947,0.002260756],"domain_scores_gemma":[0.9867353,0.000117794974,0.006964109,0.0026695917,0.0005803505,0.0029328521],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0053750034,0.0011104913,0.017269045,0.00011349476,0.0005019612,0.000036870188,0.0008336548,0.00050772587,0.00003333607],"category_scores_gemma":[0.0015496177,0.0008077378,0.002789916,0.0011452473,0.00019028272,0.000114797775,0.00020480962,0.0006195896,0.0003078751],"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":[0.000011355965,0.00018704074,0.00002086275,0.5978503,0.00018079231,0.000039845057,0.0000020429843,1.4848213e-8,6.1477043e-12,0.0013380573,0.13454889,0.26582077],"study_design_scores_gemma":[0.00014851338,0.0004252006,0.00006737804,0.52910584,0.0005292542,0.0011937729,0.0000033496617,3.4487536e-7,4.866085e-10,0.000060393668,0.46824822,0.00021773267],"about_ca_topic_score_codex":0.002123817,"about_ca_topic_score_gemma":0.00019138448,"teacher_disagreement_score":0.33369932,"about_ca_system_score_codex":0.0016332904,"about_ca_system_score_gemma":0.0135927815,"threshold_uncertainty_score":0.99943733},"labels":[],"label_agreement":null},{"id":"W2606229274","doi":"10.1017/s1049023x17001376","title":"Moral Entanglement and the Ethics of Closing Humanitarian Medical Aid Projects","year":2017,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Closing (real estate); Action (physics); Quantum entanglement; Humanitarian aid; Content (measure theory); Engineering ethics; Psychology; Political science; Business; Public relations; Engineering; Law; Mathematics; Physics","score_opus":0.05525179437736486,"score_gpt":0.3482608613945452,"score_spread":0.2930090670171803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606229274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163225,0.003163909,0.000026662432,0.06527091,0.00041415213,0.000494012,0.000005667183,0.000013878922,0.014288297],"genre_scores_gemma":[0.9957193,0.00047340212,0.00006086577,0.0031404947,0.00037443306,0.00001435639,0.000008916257,0.000008478933,0.00019972862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985072,0.00007362339,0.00035906266,0.0002054241,0.0005886105,0.00026608072],"domain_scores_gemma":[0.99887997,0.00022306092,0.00016042907,0.00032853294,0.000074748714,0.00033326988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013632526,0.0001376675,0.00042782963,0.000036512014,0.00033242497,0.000019775916,0.000109496155,0.000109950735,0.000071626986],"category_scores_gemma":[0.0014974733,0.00007115931,0.000040915485,0.000027467917,0.001601071,0.00008550563,0.00016471813,0.00035914508,0.0000016191209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003275983,0.00049656327,0.7625839,0.002903635,0.00021146522,0.00025681002,0.0639995,4.0881183e-8,0.00008624271,0.10505237,0.003943793,0.057189707],"study_design_scores_gemma":[0.056636535,0.004975957,0.862907,0.007236858,0.0008481011,0.0007300252,0.024251187,0.00076251023,0.00018792217,0.028061036,0.01282718,0.0005756657],"about_ca_topic_score_codex":0.0006576104,"about_ca_topic_score_gemma":0.00008125456,"teacher_disagreement_score":0.10032312,"about_ca_system_score_codex":0.000012554689,"about_ca_system_score_gemma":0.00010914086,"threshold_uncertainty_score":0.5899213},"labels":[],"label_agreement":null},{"id":"W2606770558","doi":"10.3389/fpubh.2017.00057","title":"Barriers to Clinical Research in Latin America","year":2017,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"Erasmus Medisch Centrum; Teikyo University School of Medicine; Stryker","keywords":"Latin Americans; General partnership; Medicine; Health care; Developing country; Political science; Economic growth","score_opus":0.22108071123222373,"score_gpt":0.5055051028285716,"score_spread":0.2844243915963479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606770558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49955335,0.0005328353,0.0008996009,0.46621433,0.0048304633,0.0016479444,0.000021111333,0.000060583454,0.026239783],"genre_scores_gemma":[0.96426857,0.0007164572,0.009785779,0.024167791,0.00034618293,0.00006291333,0.00001198562,0.00002169492,0.0006186197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99530935,0.0008671897,0.0009231099,0.0005161292,0.00060197094,0.0017822535],"domain_scores_gemma":[0.9946291,0.00018709291,0.00014872772,0.0009951951,0.00013807522,0.0039018134],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0130095715,0.00012553339,0.0007331275,0.00082519517,0.00040517893,0.00007368014,0.00037851557,0.00018133028,0.000068671514],"category_scores_gemma":[0.011021141,0.000119387994,0.00007400856,0.0007171558,0.0003041316,0.00015285166,0.0001451527,0.0011517103,0.00007631086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010791364,0.0000650348,0.5969383,0.00005577168,0.0000036283793,0.000050028142,0.00024247436,3.0347246e-7,5.348739e-8,0.0001166701,0.22942692,0.17299291],"study_design_scores_gemma":[0.0007510417,0.00026280226,0.5713455,0.000099989964,4.1197967e-7,0.0000021383298,0.00084746385,0.00023847073,1.1051427e-7,0.00022800105,0.42616442,0.00005963211],"about_ca_topic_score_codex":0.0032951897,"about_ca_topic_score_gemma":0.00032379603,"teacher_disagreement_score":0.4647152,"about_ca_system_score_codex":0.00085102365,"about_ca_system_score_gemma":0.0065016374,"threshold_uncertainty_score":0.99913055},"labels":[],"label_agreement":null},{"id":"W2607055368","doi":"10.1016/j.ijsu.2017.04.020","title":"Surgical volunteerism or voluntourism – Are we doing more harm than good?","year":2017,"lang":"en","type":"editorial","venue":"International Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":27,"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":"Goodwill; Medicine; Harm; Public relations; Health care; Global health; Multinational corporation; TRIPS architecture; Nursing; Political science; Business; Law; Public health","score_opus":0.03890226449026446,"score_gpt":0.3652710975226115,"score_spread":0.32636883303234704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607055368","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":[0.011213466,0.0048903627,0.00004245069,0.011004052,0.97048867,0.00017244216,0.00040777656,0.000048433092,0.0017323394],"genre_scores_gemma":[0.017596945,0.016192593,0.00018929403,0.0003347893,0.95161587,0.000009541468,0.00029210976,0.00011663601,0.01365223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99221694,0.00014198187,0.0021347862,0.00046171076,0.004252858,0.00079172425],"domain_scores_gemma":[0.9872518,0.0036974968,0.003806948,0.00052983186,0.0037944333,0.00091949356],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024756996,0.0005881727,0.0021248283,0.0011139327,0.00017392138,0.00025510005,0.00089057925,0.0012288638,0.0005256213],"category_scores_gemma":[0.0043276483,0.000442593,0.0015682995,0.00013154322,0.00019495534,0.0004541151,0.0001927292,0.00265244,0.00007045629],"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":[0.004239892,0.00027042234,0.0134882275,0.00033190995,0.00080527697,0.04597806,0.0000761858,0.0000024165206,0.000004305642,0.000004938208,0.92587435,0.008923994],"study_design_scores_gemma":[0.0015995294,0.0001019552,0.0051131616,0.0074195764,0.0002100581,0.003779843,0.00010436404,0.000022143733,0.000013719989,0.000034975623,0.9812229,0.00037773376],"about_ca_topic_score_codex":0.000202132,"about_ca_topic_score_gemma":0.000024523828,"teacher_disagreement_score":0.05534857,"about_ca_system_score_codex":0.0007358767,"about_ca_system_score_gemma":0.0048573897,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W2607134568","doi":"10.2527/af.2017.0111","title":"From the Editors: Human needs and future challenges","year":2017,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Global Health and Surgery","field":"Medicine","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":"Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"","keywords":"Computational biology; Environmental ethics; Engineering ethics; Data science; Biology; Computer science; Engineering; Philosophy","score_opus":0.02316706225653974,"score_gpt":0.2928577723736027,"score_spread":0.26969071011706297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607134568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8340046,0.01793063,0.000003458852,0.12496578,0.0062667793,0.00018379802,0.000018746598,0.00004433428,0.016581876],"genre_scores_gemma":[0.95691264,0.0017948473,0.00016759156,0.0012963226,0.03946448,0.000005554967,0.000010880978,0.000012080313,0.00033560625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993317,0.000019367968,0.000106431995,0.00014678501,0.00014542663,0.0002502509],"domain_scores_gemma":[0.999321,0.000021429789,0.00006123285,0.00037467942,0.000030958476,0.00019073038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015566201,0.00009779819,0.00019462612,0.000022785627,0.00048305292,0.000041701453,0.00012016621,0.00010452188,0.000026200682],"category_scores_gemma":[0.000045486693,0.00006273362,0.00005043285,0.000016875747,0.00013015184,0.00009060236,0.00004381175,0.000164536,0.000011879224],"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":[0.00017761295,0.000020664173,0.062194306,0.00002345749,0.00004361711,0.000026236605,0.00097347243,2.3636715e-9,0.000098818935,0.000601513,0.91538227,0.02045801],"study_design_scores_gemma":[0.00029963112,0.00011058516,0.43706027,0.000021423624,0.00002762295,0.000003860956,0.0039040651,0.0000036258032,0.000011455885,0.00029246294,0.5582159,0.00004907457],"about_ca_topic_score_codex":0.0005930006,"about_ca_topic_score_gemma":0.000025967573,"teacher_disagreement_score":0.37486598,"about_ca_system_score_codex":0.000017822644,"about_ca_system_score_gemma":0.000033699544,"threshold_uncertainty_score":0.37153015},"labels":[],"label_agreement":null},{"id":"W2607305110","doi":"10.1017/s1049023x1700379x","title":"Mobile Response by Medical First Responders at a Music Festival","year":2017,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Music festival; Action (physics); Advertising; Multimedia; Psychology; Internet privacy; Computer science; Visual arts; Business; Art","score_opus":0.017361621463400777,"score_gpt":0.3015203534812235,"score_spread":0.28415873201782277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607305110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95967734,0.003520744,0.000020302896,0.02787452,0.00067089614,0.00047981285,0.000021812524,0.00006326871,0.007671327],"genre_scores_gemma":[0.9835136,0.00031623806,0.000024254135,0.0048364983,0.00033869685,0.000061030045,0.000035377514,0.00002408051,0.010850244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976883,0.00008259248,0.0004127541,0.00046317783,0.00077469787,0.00057846174],"domain_scores_gemma":[0.9974121,0.00034741295,0.0001408083,0.0006513356,0.000058724887,0.0013896303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010262829,0.00025649075,0.00053869444,0.000077203265,0.0005584712,0.000025619027,0.00019271864,0.00018993509,0.0013249285],"category_scores_gemma":[0.0023588494,0.00017468755,0.00007522217,0.00005605685,0.00096832245,0.00014291199,0.0002719064,0.00026384508,0.0000890257],"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":[0.027382879,0.0005339635,0.27886444,0.00067808625,0.00010822144,0.0016039823,0.010094897,1.1926711e-7,0.0011518177,0.00013165096,0.64612615,0.033323806],"study_design_scores_gemma":[0.011441911,0.0060956227,0.46842268,0.0016850288,0.00014158225,0.0008767361,0.0022652748,0.00016098104,0.0001054175,0.00029013597,0.5080479,0.00046673222],"about_ca_topic_score_codex":0.00018365115,"about_ca_topic_score_gemma":0.000044852804,"teacher_disagreement_score":0.18955822,"about_ca_system_score_codex":0.000082703584,"about_ca_system_score_gemma":0.00013058753,"threshold_uncertainty_score":0.999588},"labels":[],"label_agreement":null},{"id":"W2608718411","doi":"10.1097/gox.0000000000001273","title":"Plastic and Reconstructive Surgery in Global Health: Let’s Reconstruct Global Surgery","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Outreach; Reconstructive surgery; Global health; Medicine; Plastic surgery; Commission; Prioritization; Value (mathematics); Public relations; Surgery; Political science; Engineering; Computer science; Nursing; Public health; Management science; Law","score_opus":0.045090880971768645,"score_gpt":0.3371544778013816,"score_spread":0.2920635968296129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608718411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589096,0.0019523712,0.00018267546,0.00209548,0.01554893,0.0020036167,0.0035451134,0.0002142601,0.015547966],"genre_scores_gemma":[0.9947645,0.0012480349,0.0016814662,0.0012305285,0.00054728915,0.0001799556,0.00023213669,0.00007205981,0.00004403346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9881016,0.0009946923,0.0035746905,0.0026898498,0.0011435896,0.0034955703],"domain_scores_gemma":[0.98059636,0.011510976,0.002606136,0.0018006854,0.0006532049,0.0028326213],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0042811725,0.0014960729,0.0053963633,0.0005194101,0.0014306593,0.0009702919,0.000917891,0.0007982413,0.00041641854],"category_scores_gemma":[0.022092117,0.0015264318,0.0009629012,0.0014650723,0.0025508106,0.002122901,0.001125793,0.0009081225,0.00021550046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0027122805,0.0002091182,0.74616164,0.00039795463,0.0003163943,0.0009038951,0.000020926402,0.0000033200936,0.000001082591,0.0017242724,0.008701553,0.23884758],"study_design_scores_gemma":[0.001970249,0.00014629735,0.97064024,0.0031697403,0.00015790416,0.011382894,0.00063787325,0.00012799162,0.000008997489,0.008776782,0.001679715,0.0013013434],"about_ca_topic_score_codex":0.010203068,"about_ca_topic_score_gemma":0.005681563,"teacher_disagreement_score":0.23754624,"about_ca_system_score_codex":0.0041389903,"about_ca_system_score_gemma":0.011359998,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W2609198108","doi":"10.7748/nm.24.2.15.s21","title":"College scheme aids nursing in Zambia","year":2017,"lang":"en","type":"article","venue":"Nursing Management","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Scheme (mathematics); Nursing; Resource (disambiguation); Medicine; Business; Computer science; Finance","score_opus":0.02960948653691566,"score_gpt":0.35937764590460647,"score_spread":0.3297681593676908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609198108","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":[0.42855066,0.00030226458,0.00018812217,0.008536386,0.0015701914,0.0006198351,0.0000035649819,0.00007533689,0.56015366],"genre_scores_gemma":[0.9889808,0.000048004495,0.0056918985,0.0007091313,0.00012980729,0.0000138124615,0.0000071677337,0.000017270388,0.004402093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986073,0.000023286451,0.0002519915,0.00027757444,0.0002895522,0.000550325],"domain_scores_gemma":[0.99904215,0.000012899094,0.000085580046,0.0006291633,0.000030262816,0.0001999202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038090796,0.00012827142,0.00026259362,0.0001867514,0.00030233935,0.000045355904,0.00014059692,0.00006815468,0.000058810507],"category_scores_gemma":[0.000046348705,0.00013126298,0.00006435403,0.00011762394,0.0001268639,0.00010305535,0.000025073245,0.00015499875,0.000083372455],"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":[0.0008393933,0.0014969923,0.086773865,0.0005759428,0.000056699573,0.0013474865,0.0005757447,0.0000051682714,0.0001396416,0.06746482,0.10139477,0.73932946],"study_design_scores_gemma":[0.0036835626,0.00022326286,0.9417056,0.006595169,0.00008829176,0.000045082837,0.0013404218,0.0009475875,0.00011107804,0.0045032343,0.040491123,0.00026561233],"about_ca_topic_score_codex":0.000049315047,"about_ca_topic_score_gemma":0.0000067330825,"teacher_disagreement_score":0.8549317,"about_ca_system_score_codex":0.0005525137,"about_ca_system_score_gemma":0.00004691385,"threshold_uncertainty_score":0.53527486},"labels":[],"label_agreement":null},{"id":"W2609717470","doi":"10.1016/s1701-2163(15)30263-2","title":"Introduction / Foreward","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Presentation (obstetrics); Medicine; Indigenous; Medical education; Event (particle physics); Library science; Obstetrics","score_opus":0.017015145292183148,"score_gpt":0.2500363263280684,"score_spread":0.23302118103588523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609717470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577401,0.005943037,0.000029137185,0.007624497,0.02671603,0.000058994854,0.0000024244857,0.000002551505,0.0018832061],"genre_scores_gemma":[0.9978076,0.000084118314,0.00027120233,0.0013679233,0.00020948757,3.312653e-7,0.0000015716724,0.0000037544273,0.00025398404],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992367,0.000022343469,0.00028043595,0.00005942414,0.00022254045,0.00017855737],"domain_scores_gemma":[0.9985195,0.00031644845,0.00015652279,0.000058904185,0.00044980686,0.0004988602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033368642,0.000052212614,0.00023321118,0.00012365245,0.00002802492,0.0000044660433,0.000027871445,0.000060495495,0.00005599015],"category_scores_gemma":[0.00560476,0.000040260813,0.000026686286,0.0001918707,0.000021877442,0.000038806917,0.000009874746,0.00018330498,7.7166425e-7],"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":[0.000031781197,0.000056595338,0.45681694,0.00004978845,0.000053883145,0.002856623,0.00004680339,0.000018889517,0.0000026467342,0.00030002432,0.41704202,0.12272402],"study_design_scores_gemma":[0.0017478159,0.000615458,0.3395679,0.0000021314538,0.000047170597,0.00064570736,0.00027349527,0.000030465444,0.00001737085,0.00021105498,0.6567893,0.00005214116],"about_ca_topic_score_codex":0.0058378316,"about_ca_topic_score_gemma":0.005674099,"teacher_disagreement_score":0.23974727,"about_ca_system_score_codex":0.0007651445,"about_ca_system_score_gemma":0.0032256753,"threshold_uncertainty_score":0.88250935},"labels":[],"label_agreement":null},{"id":"W2609718695","doi":"","title":"Unpacking the invisible knapsack: addressing privilege in global health contexts","year":2016,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Global Health and Surgery","field":"Medicine","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":"Unpacking; Privilege (computing); Computer science; Sociology; Computer security; Linguistics; Philosophy","score_opus":0.04424812771648507,"score_gpt":0.42737541205398827,"score_spread":0.3831272843375032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609718695","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":[0.008970428,0.7329444,0.00025011532,0.24575338,0.0011607973,0.0034277802,0.0009910522,0.00018782141,0.006314176],"genre_scores_gemma":[0.43427283,0.3273504,0.0002934475,0.2372102,0.00048131554,0.00009998973,0.000064606014,0.000034010332,0.00019319927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323416,0.0009674713,0.0019275806,0.00075540686,0.0009038692,0.0022115388],"domain_scores_gemma":[0.996366,0.00026134728,0.00067776215,0.0008792174,0.00028831046,0.0015273261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004338903,0.0004733404,0.001740043,0.000060558952,0.0003658717,0.000028978326,0.0003562511,0.00016980924,0.00013629146],"category_scores_gemma":[0.0011404629,0.00026774747,0.00030817924,0.0015165978,0.00020402897,0.0002753776,0.00016563579,0.000383782,0.000407344],"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":[0.00014368152,0.0001675417,0.022064418,0.007208789,0.000019243884,0.000051361665,0.000111026624,2.0348547e-7,3.0275467e-7,0.0064296126,0.14772071,0.81608313],"study_design_scores_gemma":[0.0020393403,0.00065285206,0.1110241,0.07070932,0.000032462074,0.0005873787,0.00020766217,0.000005587563,7.6658444e-7,0.0014982505,0.81290233,0.0003399817],"about_ca_topic_score_codex":0.002772295,"about_ca_topic_score_gemma":0.0027937589,"teacher_disagreement_score":0.81574315,"about_ca_system_score_codex":0.0036577792,"about_ca_system_score_gemma":0.0058578216,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W2614345394","doi":"10.36834/cmej.36839","title":"Guyana’s paediatric training program: a global health partnership for medical education","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Humber River Regional Hospital; Georgetown Hospital; University of Toronto; McMaster University","funders":"","keywords":"General partnership; Training (meteorology); Medical education; Computer science; Medicine; Political science; Geography","score_opus":0.04988981648139808,"score_gpt":0.4366728008508203,"score_spread":0.3867829843694222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614345394","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":[0.041703317,0.0055742133,0.00012531223,0.9197718,0.009550217,0.0014301372,0.000019114252,0.00007036735,0.021755507],"genre_scores_gemma":[0.7434691,0.0006539477,0.0018059897,0.24261485,0.010161822,0.000248296,0.00015339225,0.0000317704,0.0008608311],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962601,0.00013715374,0.0007917081,0.00031345626,0.0012765733,0.0012209762],"domain_scores_gemma":[0.9633464,0.00007470827,0.00041274403,0.00039773647,0.000577607,0.035190802],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033431572,0.00019978316,0.00044812277,0.00025198946,0.0012806273,0.0002017428,0.00044797044,0.00040668307,0.004561903],"category_scores_gemma":[0.058817163,0.00018008758,0.0002035401,0.00021362012,0.00021548584,0.00017152788,0.00001624626,0.00079987437,0.000042942054],"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":[0.000028675415,0.00020703276,0.0094588995,0.00009311856,0.000015111536,0.000023269058,0.0001847695,2.8631842e-8,1.1808012e-8,0.0021006723,0.42487034,0.5630181],"study_design_scores_gemma":[0.0013366357,0.00027136385,0.06832611,0.00074934703,0.00004633057,0.0036554441,0.0013686339,0.000287367,1.01020525e-7,0.0019578498,0.92181337,0.00018745688],"about_ca_topic_score_codex":0.01227288,"about_ca_topic_score_gemma":0.03565593,"teacher_disagreement_score":0.7017658,"about_ca_system_score_codex":0.0016955094,"about_ca_system_score_gemma":0.5357088,"threshold_uncertainty_score":0.9963481},"labels":[],"label_agreement":null},{"id":"W2614365572","doi":"10.36834/cmej.36711","title":"Essential Clinical Global Health, edited by Brett D. Nelson","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"Resource (disambiguation); Quality (philosophy); Global health; Clinical Practice; Health care; Political science; Public relations; Medicine; Economic growth; Computer science; Family medicine; Law; Economics","score_opus":0.020277900126528102,"score_gpt":0.4288645744443608,"score_spread":0.40858667431783274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614365572","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":[0.1413028,0.0027682066,0.00012463015,0.81577396,0.027800566,0.00029691594,0.00005984196,0.000028371787,0.011844704],"genre_scores_gemma":[0.6807075,0.00138656,0.0002600239,0.30248109,0.013622643,0.000007639738,0.000115683244,0.000020107665,0.001398717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969889,0.00017659066,0.0008506205,0.0002555121,0.0008581192,0.0008702931],"domain_scores_gemma":[0.9665906,0.000045912086,0.00037976776,0.0004203191,0.0003653721,0.03219806],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022427423,0.00014748938,0.00041471806,0.00009838952,0.0010390286,0.00015535823,0.0003533633,0.0003720237,0.01030421],"category_scores_gemma":[0.020725837,0.00013294067,0.00017216995,0.00010761228,0.00029374484,0.00014925658,0.00001869721,0.0010950533,0.00017723937],"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":[0.00003236387,0.000117253876,0.0328198,0.000020511425,0.000017430615,0.000089642046,0.000020113583,1.6302081e-8,1.786224e-7,0.0001935693,0.7331793,0.23350987],"study_design_scores_gemma":[0.0010068878,0.0001387592,0.13393216,0.00026182004,0.000020550899,0.0023017745,0.00012013947,0.00005734366,5.590319e-7,0.00025260806,0.8618005,0.000106883825],"about_ca_topic_score_codex":0.037728395,"about_ca_topic_score_gemma":0.021363907,"teacher_disagreement_score":0.53940475,"about_ca_system_score_codex":0.0009273197,"about_ca_system_score_gemma":0.16378222,"threshold_uncertainty_score":0.99649364},"labels":[],"label_agreement":null},{"id":"W2614423646","doi":"10.36834/cmej.36885","title":"Enhanced skills in global health and health equity: Guidelines for curriculum development","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":22,"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. Michael's Hospital; University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Curriculum; Equity (law); Health equity; Medical education; Business; Knowledge management; Computer science; Psychology; Medicine; Political science; Health care; Economic growth; Pedagogy; Economics","score_opus":0.055556151596396236,"score_gpt":0.4758889034936313,"score_spread":0.42033275189723507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614423646","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":[0.12346685,0.0070423554,0.00070803164,0.8621107,0.0040331217,0.000736528,0.0000138682535,0.000011289942,0.0018772812],"genre_scores_gemma":[0.50906503,0.002133698,0.01014008,0.4761793,0.0018783379,0.00005720718,0.00006294894,0.000015599966,0.00046779306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977818,0.000042408737,0.0007605494,0.00019214842,0.00044160846,0.00078147417],"domain_scores_gemma":[0.9819929,0.000016726894,0.00029134337,0.0001731015,0.00048497715,0.017040927],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026996278,0.00011593497,0.00035249814,0.00014351192,0.00072032365,0.00007571927,0.00015970519,0.00011337399,0.000366863],"category_scores_gemma":[0.016843956,0.00010074018,0.000040993917,0.000082868624,0.000069565154,0.00008605077,0.00002292492,0.00028929036,0.000007713905],"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":[0.000008432968,0.00007786848,0.014495153,0.00011181454,0.000005550847,0.000008753225,0.00020652325,6.0092965e-8,5.3819914e-8,0.00046536612,0.25809464,0.7265258],"study_design_scores_gemma":[0.0019522329,0.00024948508,0.22466636,0.0022469852,0.000004857626,0.0010035975,0.0012636399,0.00008472343,0.0000015907016,0.0011925166,0.7671678,0.00016621708],"about_ca_topic_score_codex":0.028190017,"about_ca_topic_score_gemma":0.1551569,"teacher_disagreement_score":0.72635955,"about_ca_system_score_codex":0.0023507013,"about_ca_system_score_gemma":0.27459338,"threshold_uncertainty_score":0.99143755},"labels":[],"label_agreement":null},{"id":"W2614768124","doi":"10.1007/s00268-017-4028-1","title":"Development of a Unifying Target and Consensus Indicators for Global Surgical Systems Strengthening: Proposed by the Global Alliance for Surgery, Obstetric, Trauma, and Anaesthesia Care (The G4 Alliance)","year":2017,"lang":"en","type":"erratum","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Arbutus Biopharma (Canada); Centre for Global Health Research; McGill University Health Centre; Korle Bu Neuroscience Foundation; Health Care Foundation","funders":"World Health Organization","keywords":"Alliance; Medicine; Health care; Global health; Intensive care medicine; Nursing; Public health; Political science","score_opus":0.045083669360339126,"score_gpt":0.311976879059914,"score_spread":0.26689320969957486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614768124","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":[0.30589867,0.6474189,0.00012738217,0.0069339066,0.030168422,0.0056082867,0.0018525093,0.00006787126,0.0019240489],"genre_scores_gemma":[0.9761945,0.013096469,0.0026779072,0.00045718407,0.0026052948,0.00015503903,0.00055258675,0.00015322269,0.0041077924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944117,0.00029026973,0.0026102792,0.00053014123,0.0010897995,0.0010678302],"domain_scores_gemma":[0.9907483,0.003380252,0.0039489614,0.00050530175,0.0006777313,0.00073946785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003864464,0.00066468935,0.002758188,0.00024662536,0.000776447,0.00015885968,0.00038068005,0.00048822715,0.000003914641],"category_scores_gemma":[0.0014982988,0.00041423977,0.0007648154,0.00061293377,0.0006097429,0.00009112163,0.00006692022,0.0007979503,3.6150797e-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":[0.0025917783,0.00016787279,0.116562515,0.0062470585,0.000850437,0.00037522026,0.0003308131,0.0000034073648,0.0000011580952,0.00017256332,0.77226377,0.10043344],"study_design_scores_gemma":[0.0013608014,0.000111969945,0.014336496,0.004669028,0.00040941118,0.0009960288,0.0012092383,0.00004236967,0.000014660175,0.000045229044,0.97638327,0.00042151532],"about_ca_topic_score_codex":0.000048354006,"about_ca_topic_score_gemma":0.000066424116,"teacher_disagreement_score":0.67029583,"about_ca_system_score_codex":0.0006342801,"about_ca_system_score_gemma":0.004803816,"threshold_uncertainty_score":0.99983096},"labels":[],"label_agreement":null},{"id":"W2614923753","doi":"10.36834/cmej.36834","title":"Enriching health-professional programs in global health: Development and implementation of an interdisciplinary and integrated approach","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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 Sherbrooke","funders":"","keywords":"Computer science; Data science; Engineering management; Engineering ethics; Engineering","score_opus":0.03380534917590012,"score_gpt":0.43716506454539106,"score_spread":0.40335971536949095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614923753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423638,0.0009769199,0.000038051912,0.05542321,0.0006512099,0.0003075571,0.000004993214,0.0000039278025,0.00023032086],"genre_scores_gemma":[0.9881916,0.00010119216,0.0034994008,0.007919941,0.00014463734,0.000016049376,0.00010088308,0.0000054605275,0.000020836314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99841684,0.00012273881,0.00057452585,0.00016178313,0.0003310181,0.000393097],"domain_scores_gemma":[0.9929781,0.000010710043,0.00027603973,0.00010985846,0.000110336616,0.0065149604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017663217,0.000092746646,0.00025757574,0.00013833329,0.00059557677,0.000046287492,0.000091625516,0.00008787974,0.00014730544],"category_scores_gemma":[0.00051490165,0.00007709167,0.000016500311,0.00009049609,0.00010462624,0.00015160466,0.000028559074,0.00039830548,4.5965626e-7],"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":[0.000028234543,0.000126576,0.12496658,0.00015394753,0.000006966455,0.000011524328,0.0034214838,3.520063e-8,2.1964942e-7,0.00023690872,0.0023986099,0.86864895],"study_design_scores_gemma":[0.00092863484,0.00021161012,0.9646535,0.0008346734,0.0000032611858,0.0011219067,0.02417267,0.0001388269,7.2016024e-7,0.0002773545,0.00758327,0.0000735884],"about_ca_topic_score_codex":0.03260572,"about_ca_topic_score_gemma":0.12753512,"teacher_disagreement_score":0.86857533,"about_ca_system_score_codex":0.0008078344,"about_ca_system_score_gemma":0.08119223,"threshold_uncertainty_score":0.97383624},"labels":[],"label_agreement":null},{"id":"W2615050262","doi":"10.1126/science.aan6283","title":"Migration today: Displaced scientists","year":2017,"lang":"en","type":"letter","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"Political science","score_opus":0.024681950407943982,"score_gpt":0.3414336479414206,"score_spread":0.31675169753347665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615050262","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":[0.048201136,0.00028431002,0.000029801438,0.9283327,0.0047692163,0.00038330673,0.000020670917,0.000060511804,0.017918354],"genre_scores_gemma":[0.04121783,0.00002981432,0.00035829225,0.8967291,0.002840769,0.000019366626,0.00012237868,0.000017022106,0.058665436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749184,0.00001726405,0.00018285644,0.0005261751,0.0010743676,0.0007075115],"domain_scores_gemma":[0.99856687,0.000035388293,0.00015350108,0.00078347843,0.00021592349,0.00024487084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094281626,0.00013979692,0.00025182642,0.00022821447,0.000597116,0.00016578447,0.00038948312,0.00021977354,0.000055775723],"category_scores_gemma":[0.00069107575,0.00010935766,0.0000741121,0.0003073175,0.0009305901,0.0002091571,0.00007117599,0.0005828025,0.00033236714],"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":[0.0000069755297,0.0000068909235,0.0020708393,0.00011514779,0.0000011875838,0.00035786186,0.000017855065,4.8024514e-8,0.0002274821,0.000021272306,0.9956128,0.0015616311],"study_design_scores_gemma":[0.00013004978,0.00003704748,0.017592002,0.00021696297,0.000012293593,0.00013179897,0.0000016078488,0.00010070668,0.00016983444,0.00008290331,0.9814148,0.00010998739],"about_ca_topic_score_codex":0.00009748286,"about_ca_topic_score_gemma":0.00002071845,"teacher_disagreement_score":0.040747084,"about_ca_system_score_codex":0.00017341126,"about_ca_system_score_gemma":0.0017110393,"threshold_uncertainty_score":0.45925936},"labels":[],"label_agreement":null},{"id":"W2615137146","doi":"10.36834/cmej.36849","title":"An examination of Eyal &amp; Hurst’s (2008) framework for promoting retention in resource-poor settings through locally-relevant training: A case study for the University of Guyana Surgical Training Program","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; McMaster University","funders":"","keywords":"Resource (disambiguation); Constructivist grounded theory; Health care; Medical education; Knowledge management; Medicine; Business; Psychology; Sociology; Computer science; Qualitative research; Economic growth; Social science; Economics","score_opus":0.06472955236026738,"score_gpt":0.37316819900997183,"score_spread":0.30843864664970444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615137146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96723706,0.0001631458,0.0022607497,0.027768243,0.000506892,0.0018728023,0.000017181514,0.00001059277,0.00016334142],"genre_scores_gemma":[0.9909181,0.000013018127,0.007643863,0.00084025256,0.00047427614,0.000026185742,0.000028756453,0.000014668694,0.000040851897],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9980843,0.00021226636,0.0005614102,0.00021861115,0.00045015782,0.00047325826],"domain_scores_gemma":[0.9963582,0.00042327645,0.00050015165,0.00026802666,0.0005082011,0.0019421476],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049941083,0.00011413893,0.0003441348,0.00016737454,0.000750458,0.00003813688,0.00023187898,0.00022739597,0.00020470441],"category_scores_gemma":[0.016356232,0.00009620666,0.000117928605,0.00015254035,0.00024246277,0.00014418513,0.000007823104,0.00055629306,3.2569537e-7],"study_design_candidate":"design_other","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":[0.00027648255,0.00070952065,0.0024251367,0.00025050185,0.00005072136,0.00044587484,0.0555796,0.00000417083,0.0000027147712,0.0005597004,0.002765304,0.9369303],"study_design_scores_gemma":[0.0074593956,0.0033378657,0.055965863,0.0037711472,0.0003901911,0.009854239,0.6550369,0.01016537,0.000005172343,0.0009422727,0.25271285,0.0003587048],"about_ca_topic_score_codex":0.0059581003,"about_ca_topic_score_gemma":0.027041817,"teacher_disagreement_score":0.93657154,"about_ca_system_score_codex":0.00033939967,"about_ca_system_score_gemma":0.013930354,"threshold_uncertainty_score":0.9919294},"labels":[],"label_agreement":null},{"id":"W2615489005","doi":"10.1136/bmjgh-2016-000226","title":"Assessing the Brazilian surgical system with six surgical indicators: a descriptive and modelling study","year":2017,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"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":"GE Foundation; Kletjian Foundation","keywords":"Descriptive statistics; Medicine; Statistics; Mathematics","score_opus":0.05472723946020636,"score_gpt":0.41567007272792156,"score_spread":0.3609428332677152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615489005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98156923,0.0011417322,0.0005208588,0.004372631,0.00031345812,0.0022909718,0.000026135513,0.0001164228,0.009648536],"genre_scores_gemma":[0.99867463,0.00006802174,0.0003286397,0.00041034725,0.00038809594,0.000055529257,0.0000076145407,0.000019097144,0.000047996014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966509,0.00042757657,0.00064853637,0.0005577905,0.00075702125,0.0009581808],"domain_scores_gemma":[0.9973242,0.00015911169,0.0004679888,0.0008040975,0.00011942505,0.0011251668],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026380979,0.00028540904,0.00080215867,0.000061147104,0.0016872662,0.00030471908,0.00021741517,0.00013029187,0.0000051106617],"category_scores_gemma":[0.000064644104,0.00016778165,0.00008284165,0.0002374921,0.0002880536,0.0002560648,0.00012288083,0.0004052782,0.000013871722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001664865,0.0006293387,0.9586873,0.0007631783,0.00011750844,0.0041652913,0.00078638294,0.000062896775,6.249756e-8,0.005983432,0.0009686598,0.026171064],"study_design_scores_gemma":[0.01102609,0.003070262,0.90893185,0.002882992,0.00017934802,0.011156215,0.023496568,0.024695601,7.60261e-7,0.000085616186,0.013883937,0.0005907387],"about_ca_topic_score_codex":0.0050380277,"about_ca_topic_score_gemma":0.00038894816,"teacher_disagreement_score":0.04975545,"about_ca_system_score_codex":0.00068607536,"about_ca_system_score_gemma":0.0016813547,"threshold_uncertainty_score":0.9996124},"labels":[],"label_agreement":null},{"id":"W2616608413","doi":"10.1017/cem.2017.77","title":"LO15: Not a hobby anymore: Establishment of the Global Health Emergency Medicine organization at the University of Toronto to facilitate academic careers in global health for faculty and residents","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Sinai Hospital","funders":"","keywords":"Curriculum; Global health; Hobby; Medicine; Medical education; Nursing; Public health; Political science; Sociology; Pedagogy","score_opus":0.09786383115885823,"score_gpt":0.3851037160690004,"score_spread":0.2872398849101422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616608413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.821372,0.019081945,0.0001935372,0.15119694,0.00547576,0.0012355862,0.00079656404,0.000004172312,0.00064353214],"genre_scores_gemma":[0.9900912,0.007909125,0.00003598254,0.0009914848,0.00027238787,0.0000010473731,0.00003517632,0.000010684374,0.0006528923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970299,0.00015650611,0.0013491418,0.00024024215,0.00061591656,0.00060829613],"domain_scores_gemma":[0.9957261,0.000034499637,0.0012919562,0.00045668375,0.0008227146,0.0016680375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021188632,0.00020172163,0.0007879441,0.00007211056,0.00048821213,0.0000015254186,0.00050082256,0.000107143234,0.000766195],"category_scores_gemma":[0.002627194,0.00012978577,0.000097566124,0.00041810394,0.00030470296,0.0001424054,0.00006596323,0.00021395257,8.8537394e-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":[0.00033420295,0.000016682985,0.6703377,0.00042311868,0.000054238928,0.000008832464,0.005154062,0.000017812434,0.000032712644,0.00021692978,0.31979293,0.0036108033],"study_design_scores_gemma":[0.0020368013,0.0010573019,0.9582027,0.0010329386,0.00007883898,0.000026785137,0.005021571,0.000016778431,0.000005147155,0.00016665207,0.032268573,0.00008592094],"about_ca_topic_score_codex":0.49321002,"about_ca_topic_score_gemma":0.71912867,"teacher_disagreement_score":0.287865,"about_ca_system_score_codex":0.0028529312,"about_ca_system_score_gemma":0.0036324756,"threshold_uncertainty_score":0.83892983},"labels":[],"label_agreement":null},{"id":"W2616689791","doi":"10.3171/2017.3.peds16433","title":"State of global pediatric neurosurgery outreach: survey by the International Education Subcommittee","year":2017,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital","funders":"National Center for Advancing Translational Sciences; University of Alabama; University of Alabama at Birmingham","keywords":"Outreach; Medicine; Neurosurgery; Pediatric neurosurgery; Family medicine; Psychiatry","score_opus":0.041130597130547335,"score_gpt":0.32894954768776874,"score_spread":0.2878189505572214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616689791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97913927,0.0018147267,0.00003807385,0.00475527,0.013217265,0.00017466878,0.0002644071,0.000014468576,0.00058185117],"genre_scores_gemma":[0.9911556,0.0047072964,0.000037063375,0.0018834074,0.0017262412,0.0000028729676,0.000026047908,0.000028811666,0.0004326604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960207,0.00030061117,0.0016449712,0.0002572991,0.0012818505,0.00049457815],"domain_scores_gemma":[0.9927797,0.0013075919,0.0031002127,0.00072668504,0.0015819856,0.0005038614],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032433912,0.0002672146,0.0007123961,0.0003238902,0.00027303523,0.00015714725,0.00070548715,0.00011283335,0.0000230962],"category_scores_gemma":[0.008398003,0.00019652706,0.00048626566,0.0005609296,0.00012625751,0.00040629445,0.00014181242,0.00060723396,0.000012165511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045299775,0.00043413165,0.728744,0.00007226635,0.000017181928,0.0000815639,0.000010046401,0.0000060617863,0.000044635824,0.000005246329,0.2625411,0.0075907856],"study_design_scores_gemma":[0.00051363715,0.00015025208,0.9854144,0.000019543952,0.00014202255,0.0005781847,0.000010944504,0.000019034223,0.00003530123,0.000099395125,0.01288065,0.00013666636],"about_ca_topic_score_codex":0.00021646093,"about_ca_topic_score_gemma":0.000017566152,"teacher_disagreement_score":0.2566704,"about_ca_system_score_codex":0.00014710144,"about_ca_system_score_gemma":0.0021423134,"threshold_uncertainty_score":0.9999547},"labels":[],"label_agreement":null},{"id":"W2616983991","doi":"10.1016/j.aogh.2017.04.003","title":"Global Health Values of a Multidirectional Near Peer Training Program in Surgery, Pathology, Anatomy, Research Methodology, and Medical Education for Haitian, Rwandan, and Canadian Medical Students","year":2017,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medical education; Medicine; Training (meteorology); Pathology; General surgery; Geography","score_opus":0.24605113336393852,"score_gpt":0.5931098323888276,"score_spread":0.3470586990248891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616983991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76971465,0.007377487,0.00002417458,0.2203817,0.0005389725,0.0013148487,0.00034243485,0.000021146085,0.0002845565],"genre_scores_gemma":[0.9808299,0.0036321545,0.0039213877,0.011231027,0.00017456955,0.00009420665,0.00008717392,0.000012328204,0.00001727859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937633,0.0012485993,0.0011139585,0.0005374329,0.0019813818,0.0013552707],"domain_scores_gemma":[0.9937768,0.00082898675,0.00041515622,0.0003427828,0.001122236,0.00351405],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030604953,0.00019894978,0.0011852619,0.00021208111,0.0006120872,0.00004237253,0.00028926088,0.00044536305,0.000027467373],"category_scores_gemma":[0.018989922,0.00018712576,0.000112095164,0.00034566,0.0013241449,0.00010271326,0.00013536407,0.0004146326,7.267095e-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":[0.00040837855,0.0004600661,0.48327857,0.00068776426,0.00003127695,0.000034531717,0.00036023484,7.590387e-8,4.6296012e-8,0.0023960336,0.03748199,0.47486103],"study_design_scores_gemma":[0.0012597658,0.0011450938,0.9747238,0.0011845315,0.0000070306464,0.00042555924,0.0009666483,0.00023650628,9.341562e-7,0.0031753674,0.01677003,0.000104693354],"about_ca_topic_score_codex":0.36563388,"about_ca_topic_score_gemma":0.39825508,"teacher_disagreement_score":0.49144527,"about_ca_system_score_codex":0.00042956046,"about_ca_system_score_gemma":0.05007263,"threshold_uncertainty_score":0.9981962},"labels":[],"label_agreement":null},{"id":"W2618045335","doi":"10.1016/j.aogh.2017.04.007","title":"Visiting Trainees in Global Settings: Host and Partner Perspectives on Desirable Competencies","year":2017,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; Trinity Western University; University of Toronto; Markham Stouffville Hospital","funders":"","keywords":"Global health; Empowerment; Medical education; Perception; Psychology; Health care; Nursing; Medicine; Political science; Public health","score_opus":0.059895578864564494,"score_gpt":0.4147574757508037,"score_spread":0.3548618968862392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618045335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94399863,0.0050121355,0.0000059392887,0.03676252,0.00008927211,0.00033181912,0.00014244669,0.000033553493,0.013623669],"genre_scores_gemma":[0.98978746,0.0014194504,0.00040905492,0.008240361,0.00010166641,0.000004563945,0.000006311425,0.0000067759356,0.000024363108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794894,0.00009170123,0.00048203813,0.00035687862,0.00032577582,0.0007946897],"domain_scores_gemma":[0.9985368,0.00008001639,0.0003318521,0.00036440382,0.0001794709,0.00050742633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091845,0.00019008647,0.00062920764,0.000039512903,0.0003735926,0.000037463495,0.00012399275,0.00009064393,0.000009957241],"category_scores_gemma":[0.00063725875,0.00016816126,0.00008905031,0.00014740319,0.00025191205,0.00013802643,0.000054000757,0.0001508491,0.0000073264537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010339218,0.0006163979,0.9049174,0.0010022706,0.00004445005,0.00010412623,0.0010722438,0.0000039346005,0.000013766333,0.05089522,0.010681191,0.029615065],"study_design_scores_gemma":[0.000898557,0.00089937425,0.9891451,0.0009332149,0.000005647895,0.000056685574,0.004791233,0.00007372339,0.00001866142,0.0013911511,0.0016628219,0.00012383438],"about_ca_topic_score_codex":0.0043251496,"about_ca_topic_score_gemma":0.00064371893,"teacher_disagreement_score":0.08422768,"about_ca_system_score_codex":0.00019854399,"about_ca_system_score_gemma":0.00058765075,"threshold_uncertainty_score":0.6857417},"labels":[],"label_agreement":null},{"id":"W2618690780","doi":"10.1016/j.jopan.2017.02.001","title":"Education, Practice, and Competency Gaps of Anesthetists in Ethiopia: Task Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of PeriAnesthesia Nursing","topic":"Global Health and Surgery","field":"Medicine","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":"Universitair Medisch Centrum Groningen; Bundesministerium für Gesundheit; Rijksuniversiteit Groningen; United States Agency for International Development","keywords":"Nurse anesthetist; Quarter (Canadian coin); Cross-sectional study; Medicine; Task (project management); Medical education; Family medicine; Psychology; Nursing","score_opus":0.011918336280776933,"score_gpt":0.35172801473237475,"score_spread":0.3398096784515978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618690780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97468543,0.0038298618,0.000025601792,0.018940449,0.00020844715,0.00009751828,5.199127e-7,0.000002742299,0.00220943],"genre_scores_gemma":[0.9943148,0.00044515717,0.0044984943,0.0005186994,0.0001418066,7.9179074e-7,0.0000015096917,0.000008365607,0.00007036676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986405,0.00012013599,0.00063427363,0.00011345523,0.00029388527,0.00019777787],"domain_scores_gemma":[0.99790484,0.00011537027,0.0010244711,0.00028421596,0.0004363391,0.00023477989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010759284,0.00010107597,0.00060737715,0.00043411358,0.00011987418,0.000040716026,0.00010682021,0.00009616308,0.000018027395],"category_scores_gemma":[0.00076057535,0.0000853904,0.00013384539,0.00021203593,0.00016325674,0.00029262877,0.000005574397,0.00024613104,0.0000011515757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012638285,0.0011831586,0.93534666,0.0002781681,0.00016241116,0.0008741254,0.0029055423,0.000010111762,0.00078854844,0.0025210027,0.0007424825,0.053923927],"study_design_scores_gemma":[0.0006913169,0.00025706622,0.9824421,0.0010686164,0.000604394,0.0067509175,0.0014470464,0.000035280715,0.000086108164,0.0003498757,0.006188949,0.00007835761],"about_ca_topic_score_codex":0.00013245313,"about_ca_topic_score_gemma":0.000012627057,"teacher_disagreement_score":0.05384557,"about_ca_system_score_codex":0.000095195435,"about_ca_system_score_gemma":0.00088473357,"threshold_uncertainty_score":0.34821194},"labels":[],"label_agreement":null},{"id":"W2618874253","doi":"10.1136/bmjgh-2016-000265","title":"New global surgical and anaesthesia indicators in the World Development Indicators dataset","year":2017,"lang":"en","type":"editorial","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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":"World Health Organization","keywords":"Regional anaesthesia; Medicine; Anesthesia","score_opus":0.02022400801364501,"score_gpt":0.402441116370702,"score_spread":0.382217108357057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618874253","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":[0.013059236,0.033088617,0.000022449101,0.031594332,0.8593143,0.010132758,0.022756388,0.00032895076,0.029702924],"genre_scores_gemma":[0.020740729,0.0068875724,0.0033077053,0.0140975565,0.9010597,0.0003820374,0.051573195,0.00015257018,0.0017989659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923949,0.00053542975,0.0016400546,0.0011395662,0.0024090982,0.0018809176],"domain_scores_gemma":[0.994678,0.00034692814,0.001112243,0.0014449325,0.000059186787,0.002358693],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042276587,0.0007628629,0.0017537981,0.0005389365,0.00056395354,0.0001562684,0.00091818563,0.0010244463,0.000042458934],"category_scores_gemma":[0.0007058967,0.00055994384,0.00015046047,0.0017094795,0.00025400895,0.000117660624,0.00029221235,0.0015031998,0.000111113906],"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":[0.00056319445,0.00014359156,0.044102725,0.00051343243,0.000038769806,0.00086416135,0.00005172296,7.868769e-8,5.1646454e-10,0.000691569,0.82082355,0.13220717],"study_design_scores_gemma":[0.0021318195,0.00024701463,0.10649121,0.0008837497,0.000044981698,0.00024171344,0.000045063305,8.4681415e-7,3.9126263e-8,0.00011004579,0.889426,0.00037753375],"about_ca_topic_score_codex":0.0053438577,"about_ca_topic_score_gemma":0.010655363,"teacher_disagreement_score":0.13182965,"about_ca_system_score_codex":0.0026133237,"about_ca_system_score_gemma":0.028910413,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W2619031573","doi":"10.1007/s40037-017-0356-y","title":"How a&amp;nbsp;needs assessment study taught us a&amp;nbsp;lesson about the ethics of educational research","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"Medical education; Medicine; Psychology; Engineering ethics; Engineering","score_opus":0.17491323203257642,"score_gpt":0.5525593760461459,"score_spread":0.3776461440135695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619031573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65442,0.0010672692,0.0000475866,0.32576945,0.0013634182,0.0009481987,0.000008467015,0.000013945861,0.01636163],"genre_scores_gemma":[0.9857483,0.0009098971,0.00043422368,0.001600364,0.0017130057,0.00028112848,0.00006035656,0.000027225615,0.009225481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942183,0.00097432896,0.00046213093,0.00053305074,0.0032027157,0.0006094715],"domain_scores_gemma":[0.992916,0.0025343827,0.00034741953,0.001502713,0.0019082143,0.0007913072],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006736703,0.00022800762,0.00044430434,0.00038983134,0.0013154387,0.00016740242,0.00060397875,0.0003289245,0.0011759311],"category_scores_gemma":[0.03956879,0.00015832846,0.00014478118,0.0004428604,0.0010288206,0.00016508134,0.00012380027,0.0024224096,0.00008555816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009863357,0.029804574,0.5178203,0.0007636095,0.00038199767,0.0000070522424,0.12184353,0.0000024070007,0.00019483906,0.17744832,0.11756803,0.033179007],"study_design_scores_gemma":[0.0009437654,0.00046671295,0.833089,0.00050032424,0.0000655936,0.00002648854,0.08204349,0.000023924544,0.0000141938135,0.0018939907,0.08076928,0.00016327169],"about_ca_topic_score_codex":0.0018883821,"about_ca_topic_score_gemma":0.00067506736,"teacher_disagreement_score":0.33132827,"about_ca_system_score_codex":0.00077643426,"about_ca_system_score_gemma":0.01178078,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W2619647047","doi":"10.1186/s12992-017-0250-8","title":"Perceived reciprocal value of health professionals’ participation in global child health-related work","year":2017,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Respondent; Health services research; Health administration; Medicine; Work (physics); Nursing; Global health; Value (mathematics); Public health; Health policy; Medical education; Family medicine; Psychology; Political science","score_opus":0.04321262597198489,"score_gpt":0.4070596777615316,"score_spread":0.36384705178954674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619647047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7325978,0.009062291,0.0007811038,0.24903913,0.0010358046,0.002517241,0.00008212927,0.000118894546,0.004765606],"genre_scores_gemma":[0.9802434,0.0017208628,0.0004044958,0.017264893,0.000051482886,0.000020927011,0.00020846887,0.000011761122,0.00007370663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966262,0.0004127025,0.00140464,0.0003887353,0.000419794,0.00074795145],"domain_scores_gemma":[0.9976549,0.000022295762,0.0010444002,0.000400696,0.00013249453,0.0007451852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023060113,0.00018816956,0.0008338397,0.00009416586,0.00077314745,0.000024548192,0.000095732066,0.00015782032,0.000038839906],"category_scores_gemma":[0.00029641035,0.00017176945,0.00006368424,0.00038812208,0.00010891738,0.00013252342,0.00005276882,0.00020245145,0.000010094012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003338255,0.00061053975,0.8976724,0.0011740857,0.000016171314,0.0000042119227,0.0010208822,0.00003609346,3.1383343e-7,0.02211679,0.0103394445,0.06667525],"study_design_scores_gemma":[0.001972932,0.00037726216,0.9916057,0.0021193926,0.000005049041,0.000022762211,0.00020977789,0.0006459849,5.364242e-7,0.00069134834,0.0022464022,0.00010286916],"about_ca_topic_score_codex":0.005558262,"about_ca_topic_score_gemma":0.00085066113,"teacher_disagreement_score":0.2476456,"about_ca_system_score_codex":0.00069240556,"about_ca_system_score_gemma":0.001953945,"threshold_uncertainty_score":0.8402467},"labels":[],"label_agreement":null},{"id":"W2620931767","doi":"10.1017/cjn.2017.104","title":"P.019 Report from the Canadian Neurosurgery Research Collaborative – One year of resident-led multicentre research initiatives","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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":"Vancouver Biotech (Canada); University of Winnipeg; Toronto Public Health; Systems, Applications & Products in Data Processing (Canada); Alberta Hospital Edmonton; Saskatoon Medical Imaging; Calgary Laboratory Services; Sherbrooke O.E.M (Canada)","funders":"","keywords":"Neurosurgery; Scope (computer science); Medicine; Demographics; Family medicine; Medical education; Surgery","score_opus":0.1706029152650902,"score_gpt":0.41873721162189453,"score_spread":0.24813429635680434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620931767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551089,0.0014892817,8.9968154e-7,0.0283617,0.0016523954,0.00040967937,0.000058305075,0.0000071357863,0.012911743],"genre_scores_gemma":[0.99563354,0.0011578129,0.00043043485,0.002005948,0.00069091504,0.000004182946,0.0000011366018,0.000014377844,0.000061635714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98755586,0.005092411,0.0015283696,0.00071803306,0.002558936,0.002546394],"domain_scores_gemma":[0.9825943,0.0057853595,0.0014463783,0.00063326996,0.004714672,0.0048260256],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.035305973,0.0002841578,0.0008418689,0.0015363228,0.012082136,0.001360114,0.0029415765,0.00032233886,0.00023552963],"category_scores_gemma":[0.06246862,0.00017678362,0.00028000528,0.0019815092,0.022777755,0.0011074463,0.00016915951,0.0036136007,0.000009749163],"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":[0.00029249192,0.00004072969,0.97193974,0.000008729905,0.000026800477,0.018937336,0.0006211524,0.0000349,0.000017368126,0.000916692,0.0064256606,0.0007384226],"study_design_scores_gemma":[0.0004159783,0.0136860125,0.9643521,0.00016782199,0.00003122649,0.00433554,0.0017494207,0.00009884226,0.000081290134,0.00879488,0.0061258622,0.00016103032],"about_ca_topic_score_codex":0.30151942,"about_ca_topic_score_gemma":0.91484356,"teacher_disagreement_score":0.6133241,"about_ca_system_score_codex":0.00047561154,"about_ca_system_score_gemma":0.03620351,"threshold_uncertainty_score":0.9996766},"labels":[],"label_agreement":null},{"id":"W2621038456","doi":"10.1017/cjn.2017.113","title":"P.028 Global surgery for pediatric hydrocephalus in the developing world: a review of the history, challenges, and future directions","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Hydrocephalus; Medicine; Developing country; Neurosurgery; Malnutrition; Context (archaeology); Pediatric neurosurgery; Global health; Intensive care medicine; Pediatrics; Public health; Economic growth; Surgery; Nursing; Geography; Pathology","score_opus":0.15581811271227453,"score_gpt":0.3635138021885551,"score_spread":0.2076956894762806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621038456","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":[0.0075008143,0.9713096,4.8117886e-7,0.016331071,0.002918515,0.00064335,0.000022988594,0.0000047380277,0.0012684611],"genre_scores_gemma":[0.0020082612,0.99158466,0.00017436779,0.0052742492,0.00091827,0.000016410655,4.5798265e-7,0.0000091724105,0.0000141536075],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99420464,0.0017019606,0.0016196036,0.0004988027,0.0007733343,0.001201636],"domain_scores_gemma":[0.99403995,0.0018094414,0.0023780942,0.00028515316,0.00039967799,0.0010876721],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01150969,0.00041301778,0.0019336025,0.00092356175,0.0016613882,0.00013131945,0.0019298062,0.00026340858,0.00001968217],"category_scores_gemma":[0.0056876205,0.00019478545,0.00083858566,0.0014317691,0.0033568977,0.00031166407,0.00006521585,0.0014124286,3.6124078e-7],"study_design_candidate":"not_applicable","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":[0.00004612558,0.00004522328,0.055310477,0.013410738,0.000032558433,0.0023334739,0.00018195376,0.0000014407331,5.064197e-9,0.0015180055,0.010571993,0.916548],"study_design_scores_gemma":[0.000080593185,0.0029700352,0.024857767,0.0060434695,0.00027249617,0.028826468,0.00003052503,0.0000030526717,5.9466014e-9,0.0010763371,0.9356638,0.00017544659],"about_ca_topic_score_codex":0.0006135917,"about_ca_topic_score_gemma":0.06075979,"teacher_disagreement_score":0.9250918,"about_ca_system_score_codex":0.0007722438,"about_ca_system_score_gemma":0.022173904,"threshold_uncertainty_score":0.9996383},"labels":[],"label_agreement":null},{"id":"W2622575651","doi":"10.1080/0142159x.2017.1333589","title":"Twelve tips for undertaking reflexive global health experiences in medicine","year":2017,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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":"The Wilson Centre; University of Toronto","funders":"","keywords":"Reflexivity; Debriefing; General partnership; MEDLINE; Global health; Medicine; Medical education; Health professionals; Public relations; Nursing; Political science; Health care; Public health; Sociology","score_opus":0.39501466861439183,"score_gpt":0.593042318011092,"score_spread":0.19802764939670014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622575651","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":[0.000020123733,0.9722695,0.00017453419,0.0066474043,0.0016831694,0.0017913583,0.000012350971,0.00007611579,0.017325453],"genre_scores_gemma":[0.00017722257,0.99176776,0.00012794869,0.002653761,0.0021475137,0.00061935675,0.00022578087,0.00004749046,0.0022331453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947034,0.00038295638,0.0016480809,0.0007988843,0.0012232736,0.0012433915],"domain_scores_gemma":[0.9965519,0.00030271558,0.0007441789,0.00073334074,0.0000696922,0.0015981905],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042044283,0.00054713845,0.004348313,0.00017514764,0.00020904935,0.000017919905,0.0005071178,0.00096325314,0.0015947847],"category_scores_gemma":[0.005724613,0.00035381017,0.00051037123,0.0002920675,0.0005183224,0.00005438519,0.00010120154,0.0010964021,0.000057738693],"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":[0.000053922602,0.00011999668,0.00023370095,0.013356678,0.00006035385,0.00017087608,0.0005544843,3.1894019e-9,3.103276e-10,0.00032183813,0.060846124,0.924282],"study_design_scores_gemma":[0.0010756346,0.00036287887,0.000034659337,0.05072643,0.0001408618,0.0003094514,0.0006985447,0.000024383085,2.7256106e-9,0.00026439433,0.9461259,0.00023684054],"about_ca_topic_score_codex":0.0008444259,"about_ca_topic_score_gemma":0.0003501643,"teacher_disagreement_score":0.9240452,"about_ca_system_score_codex":0.0012361935,"about_ca_system_score_gemma":0.005452444,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W2624111656","doi":"10.11604/pamj.2017.27.92.6860","title":"Strengthening and expanding the capacity of health worker education in Zambia","year":2017,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Medicine; Capacity building; Health worker; Economic growth; Environmental health; Health services; Population","score_opus":0.03544099245369799,"score_gpt":0.35567922865957824,"score_spread":0.32023823620588027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624111656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97598153,0.00105813,0.00009566438,0.019853579,0.000375444,0.00009326992,7.941045e-7,0.0000039602987,0.002537644],"genre_scores_gemma":[0.99776924,0.0005720684,0.00025973987,0.0010528896,0.0002764517,0.0000021007618,6.9214497e-7,0.0000050042618,0.0000618259],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849033,0.00016619994,0.00046575657,0.0000924682,0.00047774328,0.0003075044],"domain_scores_gemma":[0.99870706,0.0001653273,0.00036541204,0.00017503687,0.00004954372,0.0005376303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030294422,0.00006765659,0.00028222217,0.00007539053,0.00036119786,0.000030474426,0.0001238422,0.0000553829,0.00007369823],"category_scores_gemma":[0.0022213005,0.00004149106,0.000042337557,0.000060545615,0.00022675369,0.00005607769,0.00003314422,0.0005768195,0.0000011259369],"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":[0.000054938842,0.00009311745,0.3877074,0.000046197227,0.0000091002985,0.000012888478,0.0010495911,6.216537e-8,0.000017216751,0.0001784004,0.0015074244,0.6093237],"study_design_scores_gemma":[0.0006370459,0.00008847205,0.99120563,0.0010523293,0.000009627122,0.00051049236,0.002620248,0.00006865248,0.000010315761,0.00061353436,0.0031395254,0.000044105927],"about_ca_topic_score_codex":0.00047971169,"about_ca_topic_score_gemma":0.00009215233,"teacher_disagreement_score":0.6092796,"about_ca_system_score_codex":0.00008624165,"about_ca_system_score_gemma":0.0015475699,"threshold_uncertainty_score":0.27780786},"labels":[],"label_agreement":null},{"id":"W2626409259","doi":"10.5489/cuaj.4117","title":"Global implementation of advanced urological care: Policy implementation research","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Process (computing); Scale (ratio); Process management; Resource (disambiguation); Computer science; Business; Medicine; Geography","score_opus":0.045377140595135264,"score_gpt":0.4435281735938074,"score_spread":0.39815103299867216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626409259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941442,0.00017814102,0.000011657995,0.05225248,0.0003409222,0.0003676951,0.00016282029,0.000013415388,0.0052308342],"genre_scores_gemma":[0.9963044,0.00013474279,0.00015335891,0.0026900768,0.0005801329,0.00001361447,0.00006383487,0.0000062805293,0.000053548698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714375,0.00032739437,0.0005514871,0.00021859272,0.00075925427,0.00099955],"domain_scores_gemma":[0.99691653,0.00011269973,0.0005308601,0.0002210733,0.0010977171,0.0011211464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019030576,0.000119802244,0.00031103776,0.00023189152,0.0010755582,0.0001116048,0.0002200726,0.00024711047,0.00073651405],"category_scores_gemma":[0.0017308915,0.000101854275,0.0001452676,0.00025644156,0.00008973743,0.00017907677,0.00004040536,0.00047352546,0.000029977478],"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":[0.000096463664,0.000018173589,0.90708804,0.000009550267,0.000029920322,0.000045348675,0.000096407166,0.0000036798233,0.000031304087,0.002269923,0.007676486,0.08263468],"study_design_scores_gemma":[0.0015135239,0.000656432,0.9525933,0.0000064987876,0.000023148054,0.00007630691,0.0013025873,0.000003575663,0.000033835586,0.0022153682,0.041500874,0.00007451185],"about_ca_topic_score_codex":0.02303245,"about_ca_topic_score_gemma":0.01213138,"teacher_disagreement_score":0.082560174,"about_ca_system_score_codex":0.0034848172,"about_ca_system_score_gemma":0.0032326262,"threshold_uncertainty_score":0.98347324},"labels":[],"label_agreement":null},{"id":"W2660912902","doi":"10.1007/s12630-017-0915-z","title":"Ketamine: We need to continue to advocate against scheduling","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Ketamine; Scheduling (production processes); Business; Operations management; Computer science; Psychology; Engineering; Psychiatry","score_opus":0.018829038133451874,"score_gpt":0.255708077773367,"score_spread":0.23687903963991513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2660912902","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":[0.27996245,0.002701304,0.000013792653,0.71308064,0.0020488405,0.0006295753,0.000035648354,0.000018084307,0.0015096571],"genre_scores_gemma":[0.2420688,0.00059986126,0.0030211832,0.6992869,0.03788986,0.000028095401,0.00013061195,0.00061717455,0.016357562],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917311,0.00027963993,0.0022996608,0.0006690523,0.001457817,0.0035627126],"domain_scores_gemma":[0.97960246,0.00019599112,0.0018978114,0.0010820127,0.0024878948,0.014733833],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0027943377,0.001098183,0.0027717538,0.0036882237,0.0011946466,0.0008210419,0.001741094,0.0014417695,0.00022347968],"category_scores_gemma":[0.001866823,0.0010121568,0.0010621098,0.00070664275,0.00024701166,0.0003890219,0.000030450221,0.006312978,0.00027785482],"study_design_candidate":"case_report","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":[0.00014704121,0.0000106173875,0.0009086005,0.00017149198,0.00012030609,0.5121737,0.00034923127,0.00005538454,0.000007327057,0.0000050635,0.48248288,0.0035683755],"study_design_scores_gemma":[0.0006426772,0.000933673,0.00088441133,0.0024572273,0.0002073448,0.4906605,0.00018425583,0.0000043408936,0.000009462559,0.000026662903,0.5034851,0.0005043889],"about_ca_topic_score_codex":0.012396435,"about_ca_topic_score_gemma":0.011185397,"teacher_disagreement_score":0.037893645,"about_ca_system_score_codex":0.0030723484,"about_ca_system_score_gemma":0.027716191,"threshold_uncertainty_score":0.99985456},"labels":[],"label_agreement":null},{"id":"W2688567970","doi":"10.1016/j.jhsa.2017.05.024","title":"The Role for International Outreach in Hand Surgery","year":2017,"lang":"en","type":"review","venue":"The Journal Of Hand Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"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":"Outreach; Medicine; Hand surgery; Quality (philosophy); Commission; Surgery; Public relations; Economic growth; Political science","score_opus":0.1210406321864349,"score_gpt":0.40314979283086266,"score_spread":0.28210916064442776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2688567970","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":[0.0005789172,0.9910518,0.000017972827,0.0013213267,0.0059567797,0.00046141943,0.000040536084,0.0000047266817,0.00056651805],"genre_scores_gemma":[0.0013931725,0.9947594,0.000008883664,0.00018801539,0.00208095,0.000026735617,0.000039829774,0.000042923875,0.0014600984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961232,0.0004215176,0.0020781234,0.00016184711,0.00059345213,0.0006218432],"domain_scores_gemma":[0.9828918,0.013597061,0.0021648381,0.0005353865,0.0005424617,0.00026847253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011964677,0.00034221308,0.0027562752,0.000498505,0.00055819476,0.00018646258,0.00045650505,0.0002624184,0.000025369685],"category_scores_gemma":[0.005566442,0.00015776047,0.0018193058,0.00014535131,0.00025737047,0.0001250007,0.00006093963,0.0008058551,0.0000145629465],"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":[0.0005910165,0.00007584863,0.0013962695,0.0018012376,0.00028466387,0.00013606384,0.000042713735,2.083205e-7,2.6689594e-7,0.000011593255,0.06707397,0.9285861],"study_design_scores_gemma":[0.00023999636,0.00003002255,0.00035575606,0.013210677,0.00045924695,0.0013407918,0.000050587176,0.0000056143285,0.0000023005439,0.00018331966,0.98397833,0.00014336378],"about_ca_topic_score_codex":0.000048846505,"about_ca_topic_score_gemma":0.000050721275,"teacher_disagreement_score":0.9284428,"about_ca_system_score_codex":0.00019813141,"about_ca_system_score_gemma":0.0026909679,"threshold_uncertainty_score":0.6663953},"labels":[],"label_agreement":null},{"id":"W2728571930","doi":"10.1093/geroni/igx004.1080","title":"THE MISSION OF IAGG-CSO TO FACILITATE NETWORKS AMONG STUDENT ORGANIZATIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health and Surgery","field":"Medicine","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":"Globe; Executive director; Public relations; Political science; Sociology; Management; Psychology","score_opus":0.042316997812761194,"score_gpt":0.3551770583756964,"score_spread":0.3128600605629352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728571930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705816,0.00004902324,0.0034120325,0.0067219995,0.00037647085,0.00026330832,0.0000012296725,0.0000163377,0.0021014623],"genre_scores_gemma":[0.9984995,0.000020860709,0.000118567594,0.00069572876,0.000057483932,0.0000056741483,0.000009627198,0.0000057217776,0.0005868059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912167,0.000019995474,0.0004142457,0.00009900556,0.00016605547,0.00017903034],"domain_scores_gemma":[0.99901456,0.00007200863,0.00015827331,0.00029288745,0.00041277282,0.00004950291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073493674,0.00005257586,0.00011134307,0.00012267679,0.00030872997,0.000031717198,0.00009754813,0.000033712324,0.000012420123],"category_scores_gemma":[0.0010531241,0.00003884516,0.000010365996,0.0006692812,0.00003971696,0.00006672151,0.000052132127,0.00010984568,0.0000059310482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019973197,0.000027381886,0.9829637,0.000025351921,0.0000050765047,0.000004373946,0.00073581823,0.00056577334,0.0002812908,0.0018444483,0.0030768975,0.01044992],"study_design_scores_gemma":[0.00027819187,0.00001807541,0.99012667,0.00021284158,0.0000028472095,0.0000012108942,0.00041906955,0.0011057736,0.00017474634,0.00011634183,0.007504197,0.00004001383],"about_ca_topic_score_codex":0.00017135795,"about_ca_topic_score_gemma":0.0000473174,"teacher_disagreement_score":0.011441394,"about_ca_system_score_codex":0.000055900902,"about_ca_system_score_gemma":0.00007233518,"threshold_uncertainty_score":0.23745325},"labels":[],"label_agreement":null},{"id":"W2734385476","doi":"10.1016/j.carj.2017.02.002","title":"Global Health Imaging in Radiology Residency: A Survey of Canadian Radiology Residents","year":2017,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Outreach; Modalities; Medical education; Residency training; Competence (human resources); Radiology; Developing country; Family medicine; Continuing education","score_opus":0.032744371198989305,"score_gpt":0.3449229750922288,"score_spread":0.3121786038932395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734385476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93728614,0.0050462303,0.000025598765,0.047889955,0.0022103894,0.00047871744,0.00071712903,0.00001099334,0.0063348683],"genre_scores_gemma":[0.9949205,0.0023093445,0.00024619742,0.0020897302,0.0001673892,0.0000029639482,0.00007744968,0.000012277327,0.00017415218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99574214,0.0011201646,0.0012076228,0.000281382,0.0002830733,0.0013656155],"domain_scores_gemma":[0.9948465,0.0002998455,0.0017993954,0.00045707132,0.000630136,0.0019670387],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007895398,0.00018990743,0.0010653925,0.0013761047,0.00043929426,0.000032905264,0.00042514983,0.00034836723,0.00006336033],"category_scores_gemma":[0.013958835,0.00019286279,0.00014462312,0.00046104428,0.00023889748,0.00014505407,0.000019954688,0.0004914045,0.000006755162],"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":[0.00010501603,0.000012861698,0.91191673,0.000027896334,0.000048789534,0.0003527544,0.000075258475,0.00001680728,0.0000036775077,0.00047498452,0.08400829,0.002956946],"study_design_scores_gemma":[0.0015000731,0.00015576313,0.99368393,0.00014304939,0.000013783168,0.0013507169,0.000047955287,0.00004148239,0.000001450549,0.0008024501,0.002142649,0.00011668395],"about_ca_topic_score_codex":0.9821205,"about_ca_topic_score_gemma":0.9963957,"teacher_disagreement_score":0.08186564,"about_ca_system_score_codex":0.009169045,"about_ca_system_score_gemma":0.025841448,"threshold_uncertainty_score":0.99463457},"labels":[],"label_agreement":null},{"id":"W2734442086","doi":"","title":"Medical Education in Global Health: Ethical Considerations","year":2014,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Global Health and Surgery","field":"Medicine","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 Calgary","funders":"","keywords":"Poverty; General partnership; Affect (linguistics); Ethical issues; Global health; Public relations; Power (physics); Institution; Political science; Medical education; Psychology; Engineering ethics; Medicine; Health care; Law","score_opus":0.06592666403903198,"score_gpt":0.48167147991284304,"score_spread":0.41574481587381107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734442086","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":[0.072791755,0.00058330037,0.0000862778,0.9198196,0.0004124642,0.00023127034,6.472585e-7,0.0000032757173,0.0060714064],"genre_scores_gemma":[0.98572356,0.0010367364,0.00055316376,0.012173746,0.00030095328,0.000005386174,0.0000040263185,0.000008296952,0.00019413873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948221,0.0015416525,0.0010670774,0.00017746307,0.0016859416,0.00070578605],"domain_scores_gemma":[0.99509317,0.00266109,0.00017051038,0.00021133771,0.0005478071,0.0013160964],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010055118,0.0001007373,0.00048433174,0.0005177762,0.000090088746,0.000030316356,0.000120721525,0.00028799908,0.0000434662],"category_scores_gemma":[0.017640475,0.00008233816,0.00008909152,0.00077482045,0.0001755082,0.00008828726,0.000042845855,0.002430239,0.00004013788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005785944,0.001609084,0.16314457,0.00039003772,0.000026623587,0.00029399936,0.000107426364,0.000021960757,0.000009108603,0.6279353,0.15094957,0.05493372],"study_design_scores_gemma":[0.0043602358,0.001332293,0.057726786,0.0031729508,0.0000074450377,0.0033915944,0.00014714026,0.0024011824,0.000009220263,0.88528436,0.042011306,0.0001554748],"about_ca_topic_score_codex":0.0075546317,"about_ca_topic_score_gemma":0.020623509,"teacher_disagreement_score":0.9129318,"about_ca_system_score_codex":0.0009820636,"about_ca_system_score_gemma":0.021472037,"threshold_uncertainty_score":0.9998712},"labels":[],"label_agreement":null},{"id":"W2734540472","doi":"10.1186/s12961-017-0216-6","title":"The West African experience in establishing steering committees for better collaboration between researchers and decision-makers to increase the use of health research findings","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre","keywords":"Sierra leone; Health services research; Thematic analysis; Public relations; Health administration; Steering committee; Qualitative research; Health policy; Public health; Medical education; Medicine; Political science; Nursing; Sociology; Engineering; Socioeconomics; Engineering management","score_opus":0.6297301558020577,"score_gpt":0.5817174853589668,"score_spread":0.04801267044309088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734540472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87058735,0.0017700475,0.000051822168,0.123399965,0.00008277741,0.0038960015,0.00008933737,0.000008834892,0.00011386555],"genre_scores_gemma":[0.9962324,0.0016135847,0.00023998036,0.00088871847,0.00030344614,0.0005074591,0.0000072891776,0.000021935224,0.00018518572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99193734,0.0028682502,0.0009660757,0.0004418501,0.0017761723,0.002010324],"domain_scores_gemma":[0.9732566,0.022941602,0.00021611391,0.000985981,0.0011616871,0.0014380343],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053255253,0.00013788311,0.0005641009,0.00075958687,0.0047707274,0.0010775471,0.00042890265,0.000112508795,8.088535e-7],"category_scores_gemma":[0.050755914,0.0000887871,0.00003128078,0.0011495516,0.0009058057,0.00038958783,0.0003871521,0.0008988914,0.0000017245167],"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":[0.002667088,0.00010447232,0.61206305,0.0040976456,0.00003688985,0.000020146857,0.04030962,0.000020664516,0.000069069094,0.006859816,0.06564241,0.2681091],"study_design_scores_gemma":[0.0015019051,0.0015150023,0.6888223,0.0031901891,0.0000020548528,0.000015883674,0.043842826,0.0013253904,0.000009733168,0.00049240614,0.2591419,0.00014039509],"about_ca_topic_score_codex":0.18465199,"about_ca_topic_score_gemma":0.010962978,"teacher_disagreement_score":0.2679687,"about_ca_system_score_codex":0.0008094094,"about_ca_system_score_gemma":0.0033445724,"threshold_uncertainty_score":0.9999594},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2735696000","doi":"10.1186/s12961-017-0214-8","title":"Evaluation of regional project to strengthen national health research systems in four countries in West Africa: lessons learned","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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":"Context (archaeology); Health services research; Corporate governance; Citizen journalism; Sierra leone; Political science; Public administration; Economic growth; Environmental resource management; Environmental planning; Business; Public health; Medicine; Sociology; Geography; Socioeconomics; Nursing; Finance","score_opus":0.8466725694533255,"score_gpt":0.6452560493401804,"score_spread":0.20141652011314504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735696000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6721312,0.0185354,0.0000043364603,0.2841238,0.00040646538,0.01175801,0.00033537194,0.0000322789,0.012673117],"genre_scores_gemma":[0.99446964,0.002964795,0.000016658887,0.0003183105,0.00059190544,0.00082634145,0.000023456912,0.000021143624,0.00076775346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98035157,0.008614375,0.0013289552,0.0006106877,0.006974643,0.0021197626],"domain_scores_gemma":[0.9919106,0.0021043874,0.00033652742,0.0006256944,0.0040728576,0.0009499577],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13084503,0.00016422462,0.0008226419,0.002742905,0.0009952649,0.0001703198,0.00027496862,0.00018995718,0.000004510972],"category_scores_gemma":[0.020802954,0.00014423473,0.000040249237,0.0012049711,0.00035446775,0.00017066492,0.00014247168,0.00097422505,0.000024576193],"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":[0.004919893,0.0017024517,0.19001578,0.041110136,0.0001454116,0.00012901946,0.040857848,0.0012063324,0.00006733268,0.3663661,0.29215804,0.061321676],"study_design_scores_gemma":[0.0075078076,0.0031500058,0.7191616,0.014032936,0.0000056334143,0.00018142248,0.017330676,0.031814855,0.0000023811922,0.002293753,0.20417656,0.00034234187],"about_ca_topic_score_codex":0.22663629,"about_ca_topic_score_gemma":0.014098683,"teacher_disagreement_score":0.52914584,"about_ca_system_score_codex":0.0038160959,"about_ca_system_score_gemma":0.037777327,"threshold_uncertainty_score":0.99789584},"labels":[],"label_agreement":null},{"id":"W2736477173","doi":"10.1080/00083968.2016.1267653","title":"Capacity as history and horizon: infrastructure, autonomy and future in African health science and care","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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":"Economic and Social Research Council; Leverhulme Trust; Wellcome Trust; Wellcome","keywords":"Autonomy; Health care; Political science; Economic growth; Sociology; Economics","score_opus":0.026473182509045425,"score_gpt":0.24842550465917185,"score_spread":0.22195232215012642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736477173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268774,0.05713745,0.0000011935358,0.01337049,0.0005736533,0.00027710357,0.000041242463,0.000009260266,0.0017122454],"genre_scores_gemma":[0.9939305,0.004177884,0.0007561355,0.00063616835,0.00039143962,0.000009451931,5.756032e-7,0.000022282635,0.000075549004],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997413,0.00006442017,0.00069257343,0.00043907657,0.00019142263,0.0011995363],"domain_scores_gemma":[0.994503,0.00016417602,0.0003760901,0.00023089659,0.001131743,0.0035940674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011240093,0.00031422626,0.000960638,0.0010784827,0.0004258484,0.00003068916,0.00017346325,0.00008871417,0.000012768314],"category_scores_gemma":[0.0012384197,0.00022961888,0.000057609705,0.00073060946,0.0025722762,0.00027108993,0.00005486142,0.00029550158,3.6442202e-7],"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":true,"study_design_scores_codex":[0.00036003639,0.00003960279,0.38724464,0.0026682464,0.00033776747,0.0028179802,0.19225268,0.0000015602459,0.0002680295,0.022748554,0.005075607,0.38618532],"study_design_scores_gemma":[0.00120427,0.0017283156,0.39798373,0.00091882003,0.00007239967,0.0035495937,0.07795345,0.0000026805837,0.000004903552,0.0009156763,0.5153008,0.00036538346],"about_ca_topic_score_codex":0.021128636,"about_ca_topic_score_gemma":0.3284053,"teacher_disagreement_score":0.5102252,"about_ca_system_score_codex":0.00862177,"about_ca_system_score_gemma":0.008046839,"threshold_uncertainty_score":0.9975766},"labels":[],"label_agreement":null},{"id":"W2738016224","doi":"10.1503/cjs.002316","title":"The Orthopedic Trauma Symposium: improving care of orthopedic injuries in Haiti","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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; Likert scale; Medical education; Psychological intervention; Nursing; Psychology","score_opus":0.0246278055342084,"score_gpt":0.2766720098438612,"score_spread":0.2520442043096528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738016224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98247695,0.008495365,0.000002297943,0.0041754846,0.0017595575,0.0001296778,0.00002450503,0.0000033815563,0.002932807],"genre_scores_gemma":[0.9983276,0.0006600013,0.000020547248,0.00040176246,0.00035718968,0.000002631677,0.0000037105433,0.000018794539,0.00020777075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979219,0.000080034544,0.0009240162,0.00012202518,0.0003087565,0.0006432968],"domain_scores_gemma":[0.9968602,0.00040152037,0.000700762,0.0004207533,0.0004728698,0.0011438767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016817554,0.00014365658,0.00059559586,0.00047160216,0.0004954863,0.00007134851,0.00020819267,0.00012161718,0.00003341114],"category_scores_gemma":[0.0016227219,0.000103434046,0.00028037245,0.00014564101,0.00034718716,0.00022516886,0.00001535712,0.00043522328,0.0000025332492],"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":[0.00013748926,0.000009356066,0.87657964,0.00022925805,0.000023099867,0.0011701314,0.00043663062,0.0000014621357,0.00002399605,0.000058419617,0.0042312276,0.11709929],"study_design_scores_gemma":[0.00056749705,0.00012230624,0.93818253,0.0010717061,0.000059600796,0.00041526923,0.0017575088,0.000007003883,0.00013220643,0.000044781507,0.057495788,0.00014379424],"about_ca_topic_score_codex":0.01567266,"about_ca_topic_score_gemma":0.06155262,"teacher_disagreement_score":0.1169555,"about_ca_system_score_codex":0.000221838,"about_ca_system_score_gemma":0.0072633666,"threshold_uncertainty_score":0.9983645},"labels":[],"label_agreement":null},{"id":"W2738077023","doi":"","title":"164 A ROADMAP TO GLOBAL HEALTH EDUCATION: A STUDENT-LED LEARNING INITIATIVE.","year":2007,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Children's Hospital; University of British Columbia","funders":"","keywords":"Global health; Medical education; Curriculum; Medicine; Focus group; Public health; Health care; Nursing; Political science; Psychology; Pedagogy; Sociology","score_opus":0.05566318265631045,"score_gpt":0.428645500345029,"score_spread":0.3729823176887186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738077023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788844,0.004104151,0.0018424812,0.1039764,0.001522048,0.00050082116,0.0000024771093,0.000029743376,0.009137473],"genre_scores_gemma":[0.93656147,0.00011121346,0.003787623,0.05704658,0.0020565337,0.000004073387,0.000008595259,0.000015891706,0.00040804083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648464,0.00026104337,0.0014020898,0.00020881208,0.0010503159,0.0005930981],"domain_scores_gemma":[0.99480253,0.0002588596,0.0009417491,0.0001582667,0.0012648971,0.0025737027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041705742,0.00023577029,0.0009575204,0.00039294394,0.00015083641,0.000009597143,0.00014372515,0.000079336874,0.0001251574],"category_scores_gemma":[0.0040106014,0.00016790286,0.00011872237,0.001136433,0.00039104512,0.00012593248,0.00003668482,0.0006961544,0.0000315715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002004231,0.0011875714,0.5850082,0.0005979304,0.00045153763,0.00091503444,0.022036823,0.000030125644,0.0021834495,0.007162388,0.23774073,0.14068198],"study_design_scores_gemma":[0.00322657,0.0072582373,0.9067045,0.003620922,0.000096834774,0.0013821428,0.019028997,0.000005148051,0.00038968312,0.0022448292,0.055868972,0.00017315781],"about_ca_topic_score_codex":0.00014889108,"about_ca_topic_score_gemma":0.00009203374,"teacher_disagreement_score":0.3216963,"about_ca_system_score_codex":0.0010288836,"about_ca_system_score_gemma":0.003437376,"threshold_uncertainty_score":0.684688},"labels":[],"label_agreement":null},{"id":"W2740108444","doi":"10.1016/j.jctube.2017.08.001","title":"Countries need to step up to end tuberculosis","year":2017,"lang":"en","type":"editorial","venue":"Journal of Clinical Tuberculosis and Other Mycobacterial Diseases","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Tuberculosis; Intensive care medicine; Surgery; Pathology","score_opus":0.030924793159221347,"score_gpt":0.3886953807982685,"score_spread":0.3577705876390471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740108444","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":[0.280156,0.0018134438,0.000008576556,0.0043009957,0.70942515,0.000747072,0.0030013998,0.00003389285,0.0005134817],"genre_scores_gemma":[0.027894134,0.005247176,0.00024856668,0.009642943,0.9556057,0.000030984334,0.000096659234,0.00016511237,0.0010687242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99280876,0.00042908167,0.0032943308,0.000734786,0.0018576266,0.0008754146],"domain_scores_gemma":[0.98829556,0.0036792776,0.0016080746,0.0008855222,0.0013851543,0.004146435],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023568894,0.00072015915,0.0037513883,0.00038931446,0.00026660966,0.00044191466,0.00050276,0.0012545749,0.0007747361],"category_scores_gemma":[0.021064615,0.0005343782,0.0014285845,0.00015490674,0.00024139429,0.00023716183,0.00023542269,0.0010957047,0.00015438425],"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":[0.013878628,0.0003504125,0.04654951,0.000616232,0.000793976,0.0001689604,0.00006214989,2.5678375e-7,0.000016097822,0.000020450465,0.92538756,0.012155794],"study_design_scores_gemma":[0.003165772,0.0020951647,0.093961224,0.00231007,0.0018378804,0.000031399366,0.00004906454,0.0000010743886,0.0000067277424,0.00003713792,0.89603096,0.00047349124],"about_ca_topic_score_codex":0.00034404662,"about_ca_topic_score_gemma":0.00007807209,"teacher_disagreement_score":0.25226185,"about_ca_system_score_codex":0.00015401065,"about_ca_system_score_gemma":0.002156056,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W2741392050","doi":"10.1186/s12961-017-0229-1","title":"Increasing health policy and systems research capacity in low- and middle-income countries: results from a bibliometric analysis","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"Alliance for Health Policy and Systems Research","keywords":"Health services research; Scope (computer science); Medicine; Health policy; Capacity building; Low and middle income countries; Political science; Bibliometrics; Knowledge translation; Public health; Developing country; Economic growth; Library science; Nursing; Computer science; Economics","score_opus":0.44636147389935943,"score_gpt":0.5345385049022888,"score_spread":0.0881770310029294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741392050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284548,0.032920703,0.000005382515,0.03318628,0.00017503856,0.0026180048,0.0010301905,0.000045597353,0.0015639692],"genre_scores_gemma":[0.96002334,0.03709069,0.00003760216,0.0007744144,0.0014305733,0.00013008593,0.00005904885,0.000037418227,0.00041681807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98269194,0.0072193476,0.0020942003,0.0012448548,0.0029484536,0.0038011887],"domain_scores_gemma":[0.98270077,0.008965275,0.00068767316,0.0016568514,0.0014043228,0.0045851027],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.06950528,0.00036292546,0.0020526764,0.07954606,0.003337979,0.0012618678,0.00035082005,0.00041740827,0.0000024054511],"category_scores_gemma":[0.03591093,0.0003119744,0.00008588349,0.04768371,0.0011934931,0.00038571891,0.00044018886,0.0017110803,0.000016443842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037941234,0.00028646327,0.92937714,0.038905516,0.00036665116,0.00026136055,0.0070341537,0.000011102806,0.000010625714,0.013971839,0.0018576059,0.0041233967],"study_design_scores_gemma":[0.0038173923,0.0008776838,0.9666658,0.010272394,0.000016637525,0.00022438137,0.0023002918,0.0059666582,0.0000011002807,0.0002655142,0.009344061,0.0002481046],"about_ca_topic_score_codex":0.91761714,"about_ca_topic_score_gemma":0.016194716,"teacher_disagreement_score":0.90142244,"about_ca_system_score_codex":0.0024197774,"about_ca_system_score_gemma":0.0076335613,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W2744300810","doi":"10.1080/00083968.2016.1266675","title":"Opening up the black box: looking for a more capacious version of capacity in global health partnerships","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Global Health and Surgery","field":"Medicine","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":"University of Massachusetts Amherst; Wenner-Gren Foundation; Social Science Research Council","keywords":"Sketch; Capacity building; Political science; Work (physics); Economic growth; Public relations; Sociology; Law; Engineering; Economics; Computer science","score_opus":0.08873116808670034,"score_gpt":0.3072951261245688,"score_spread":0.21856395803786843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744300810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96668,0.0057588294,0.00006993724,0.02554381,0.00064258615,0.0005801297,0.00024864773,0.0000076014817,0.00046845316],"genre_scores_gemma":[0.9978033,0.00045891813,0.0005042883,0.0007939277,0.0002565928,0.000017258493,0.0000021760425,0.000023995799,0.00013957566],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969132,0.0001572287,0.0010761562,0.00028408738,0.00018363008,0.0013856784],"domain_scores_gemma":[0.9955142,0.0006947135,0.0007123857,0.00032008276,0.0010855846,0.0016730267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019945134,0.00028953177,0.0011469627,0.00038164438,0.00035731742,0.000017131928,0.00032941895,0.00009211566,0.000009708852],"category_scores_gemma":[0.0035254534,0.00018173203,0.00028500805,0.0008450366,0.0010921984,0.00014359762,0.00003290096,0.00022099736,0.000001146529],"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":[0.0038407098,0.0002762189,0.5800935,0.0073563363,0.0028985003,0.002777342,0.23715286,0.00029702895,0.0005507097,0.0409785,0.05185812,0.07192015],"study_design_scores_gemma":[0.013285141,0.0072979704,0.1935135,0.019216914,0.00090861117,0.0043610954,0.36762285,0.00016722012,0.00018305713,0.008473622,0.38333067,0.0016393439],"about_ca_topic_score_codex":0.023069883,"about_ca_topic_score_gemma":0.6117504,"teacher_disagreement_score":0.5886805,"about_ca_system_score_codex":0.004086239,"about_ca_system_score_gemma":0.0026972066,"threshold_uncertainty_score":0.9997369},"labels":[],"label_agreement":null},{"id":"W2746253778","doi":"10.1186/s12961-017-0241-5","title":"Health policy and systems research collaboration pathways: lessons from a network science analysis","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"Alliance for Health Policy and Systems Research","keywords":"Health services research; Global health; Health policy; Social connectedness; Citation; Political science; Health informatics; Public health; Economic growth; Medicine; Economics; Psychology; Nursing","score_opus":0.4682911180968649,"score_gpt":0.5992208265458154,"score_spread":0.13092970844895052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746253778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5653295,0.065903105,0.00012273043,0.3486399,0.0010877054,0.0071008285,0.0009533217,0.0001536111,0.010709294],"genre_scores_gemma":[0.98081785,0.012395239,0.00005105854,0.0013537657,0.0039289813,0.00023819995,0.00006008406,0.00002919684,0.0011256292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9865411,0.0038445995,0.0011704083,0.0010981393,0.0033248954,0.00402085],"domain_scores_gemma":[0.98876697,0.0019808572,0.00050759653,0.0017308074,0.00248197,0.0045317984],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049799535,0.00026277505,0.0014070721,0.0029660359,0.009618187,0.0017201947,0.00047432067,0.00024345871,0.0000030813164],"category_scores_gemma":[0.011388227,0.00022173814,0.00007528152,0.0062267384,0.0018645087,0.00041880147,0.00043145262,0.0011297356,0.000028382063],"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":[0.0015548593,0.00047109794,0.13667446,0.011745016,0.00052107853,0.00017888712,0.012328983,0.00022823067,0.00018883958,0.6929063,0.099948645,0.04325359],"study_design_scores_gemma":[0.0040097097,0.003475856,0.6593528,0.0061925007,0.000061034436,0.00022740292,0.017727468,0.05745628,0.000009723459,0.004133169,0.24664676,0.0007072942],"about_ca_topic_score_codex":0.51700526,"about_ca_topic_score_gemma":0.009257981,"teacher_disagreement_score":0.68877316,"about_ca_system_score_codex":0.00255576,"about_ca_system_score_gemma":0.03181797,"threshold_uncertainty_score":0.9993161},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","bibliometrics"],"domain":"methods","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2749164608","doi":"10.1007/s12630-017-0949-2","title":"Anesthesia in Yemen: Working with Médecins Sans Frontières","year":2017,"lang":"fr","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Island Health","funders":"","keywords":"Anesthesia; Medicine","score_opus":0.020586728650275523,"score_gpt":0.24006317812464148,"score_spread":0.21947644947436595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749164608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58138573,0.028474262,0.000014759333,0.38335893,0.0026765075,0.0008350311,0.000018225886,0.00001761079,0.0032189386],"genre_scores_gemma":[0.911687,0.002802959,0.0012745331,0.042540476,0.030848999,0.0000249381,0.000105149156,0.0006988509,0.010017079],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.98548996,0.0010029568,0.0037923732,0.0010144848,0.00222721,0.006473006],"domain_scores_gemma":[0.9804299,0.0005331762,0.0044587683,0.001419156,0.0017354465,0.011423547],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005634217,0.0019015113,0.0042860447,0.0044642542,0.0018910038,0.0012851973,0.0026894812,0.0023378024,0.0011820475],"category_scores_gemma":[0.0007124549,0.0016645385,0.0011887751,0.0010363442,0.0014645511,0.0010673912,0.000021310281,0.010249884,0.00014686024],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006121938,0.000079212245,0.10178317,0.00041682867,0.00032338113,0.722619,0.0012920847,0.00018918533,0.0000014852397,0.00013617668,0.16672778,0.0058195083],"study_design_scores_gemma":[0.0021890667,0.0016016806,0.033939093,0.009908912,0.0005019304,0.5397741,0.0006204541,0.00001928332,0.0000030227593,0.00010193375,0.4104658,0.0008747055],"about_ca_topic_score_codex":0.073286675,"about_ca_topic_score_gemma":0.20341055,"teacher_disagreement_score":0.34081846,"about_ca_system_score_codex":0.008076432,"about_ca_system_score_gemma":0.050615154,"threshold_uncertainty_score":0.99975157},"labels":[],"label_agreement":null},{"id":"W2749427012","doi":"10.18192/uojm.v7i1.1909","title":"Global Health in Ottawa: An Interview with Dr. Anne McCarthy, Lead for Undergraduate Medical Education in Global Health","year":2017,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"Tropical medicine; Global health; Medical education; Medicine; Family medicine; Public health; Nursing; Pathology","score_opus":0.026442719331636257,"score_gpt":0.36481036349681706,"score_spread":0.3383676441651808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749427012","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":[0.2972683,0.009557382,0.005632975,0.6828347,0.0010875572,0.0008292878,0.000047653204,0.000015633774,0.0027265293],"genre_scores_gemma":[0.9843962,0.0028427113,0.0024026935,0.00979294,0.00034515563,3.0869114e-7,0.000040118055,0.000010847178,0.0001690364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972895,0.00028513794,0.00092566415,0.00024797686,0.00072082214,0.0005309168],"domain_scores_gemma":[0.996566,0.00007222183,0.0013815243,0.0003644192,0.00043852648,0.0011773312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003855988,0.00019462893,0.0012082265,0.00026284004,0.00017668323,0.0000068435015,0.00042517364,0.00013189187,0.000049333292],"category_scores_gemma":[0.0006942773,0.00016034217,0.00011278019,0.0002939831,0.00044440472,0.00028838008,0.00003979419,0.00033909944,0.0000012613774],"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":[0.001525561,0.0012148924,0.4525846,0.0010585046,0.00007501759,0.00033778013,0.0004258584,0.000011107882,9.121308e-7,0.0044460515,0.13746743,0.4008523],"study_design_scores_gemma":[0.021239774,0.008704497,0.85476065,0.01128226,0.00008258642,0.001430359,0.003716861,0.00028395333,8.4219636e-7,0.0022618596,0.09605023,0.00018613998],"about_ca_topic_score_codex":0.00875624,"about_ca_topic_score_gemma":0.04970331,"teacher_disagreement_score":0.6871279,"about_ca_system_score_codex":0.0013377825,"about_ca_system_score_gemma":0.010152429,"threshold_uncertainty_score":0.9978445},"labels":[],"label_agreement":null},{"id":"W2749932427","doi":"10.1055/s-0037-1604399","title":"The Global Initiative for Children's Surgery: Optimal Resources for Improving Care","year":2017,"lang":"en","type":"article","venue":"European Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":95,"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; Montreal Children's Hospital; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Referral; Population; Commission; Family medicine; Nursing; General surgery; Environmental health","score_opus":0.03247118570137313,"score_gpt":0.29275137099792053,"score_spread":0.2602801852965474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749932427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98339206,0.008805846,0.0008786179,0.0016159355,0.003740899,0.00051703566,0.00018027773,0.000029124425,0.0008402062],"genre_scores_gemma":[0.98829454,0.0008042789,0.00075581967,0.00042743955,0.009594062,0.000008207626,0.00001865303,0.00005025403,0.00004677034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971409,0.0003071661,0.0011261606,0.00024292736,0.00043060305,0.00075223],"domain_scores_gemma":[0.9924286,0.0037218304,0.0019257946,0.00044413964,0.0009751481,0.00050446077],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005721968,0.0002440737,0.00070094113,0.00017505273,0.0012945508,0.00021086093,0.0003335677,0.00005786478,0.0000052628875],"category_scores_gemma":[0.010493247,0.0001665994,0.0010108951,0.00013702376,0.000121801924,0.00023030242,0.000080296886,0.00026131212,0.00000712339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021985648,0.000066657005,0.78317624,0.0003048226,0.00012807485,0.00030493675,0.00022300525,0.000005390879,0.0000016804702,0.000024513594,0.113245256,0.10032085],"study_design_scores_gemma":[0.0015690757,0.00041020996,0.9562438,0.00010615338,0.0004971266,0.00031729913,0.00066078006,0.000015567797,0.00001750582,0.00003398568,0.039851878,0.00027662516],"about_ca_topic_score_codex":0.000010228384,"about_ca_topic_score_gemma":0.0000020295681,"teacher_disagreement_score":0.17306754,"about_ca_system_score_codex":0.00014604506,"about_ca_system_score_gemma":0.0009697269,"threshold_uncertainty_score":0.9978418},"labels":[],"label_agreement":null},{"id":"W2750901885","doi":"10.1186/s12992-017-0296-7","title":"Unifying a fragmented effort: a qualitative framework for improving international surgical teaching collaborations","year":2017,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; University of Toronto; Toronto Western Hospital","funders":"University Health Network","keywords":"Health services research; Public health; Social policy; Qualitative research; Medicine; Sociology; Medical education; Political science; Nursing; Social science","score_opus":0.06798681714827151,"score_gpt":0.4631429894428164,"score_spread":0.3951561722945449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750901885","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":[0.1281645,0.001329644,0.68861556,0.16639923,0.0024266657,0.0030627088,0.00048018852,0.0002671751,0.009254307],"genre_scores_gemma":[0.96516526,0.00020016222,0.029284794,0.0044476273,0.00028756674,0.00004467153,0.00030654407,0.000012147505,0.00025121935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988009,0.00006457323,0.0003724148,0.00023987293,0.00021015019,0.0003121255],"domain_scores_gemma":[0.9988151,0.00009688152,0.00031577246,0.00020199081,0.00023350962,0.00033670772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012577741,0.00010664237,0.00025401806,0.00007121353,0.0012364807,0.0001297091,0.000071322254,0.00009813651,0.000021077989],"category_scores_gemma":[0.00087477086,0.000100118625,0.00004525214,0.00006252896,0.000053101903,0.00015866032,0.00003737318,0.00014477276,0.0000027182098],"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":[0.0003688117,0.00015801996,0.06441427,0.00061979744,0.00004475065,0.000009798853,0.004201163,0.000006952471,0.0000043832147,0.9047265,0.0053281216,0.0201174],"study_design_scores_gemma":[0.015951902,0.0016924514,0.31423524,0.0026551406,0.00014793014,0.00024362166,0.025433768,0.045261927,0.000023900488,0.052855454,0.5405504,0.0009482668],"about_ca_topic_score_codex":0.00057864893,"about_ca_topic_score_gemma":0.00012236198,"teacher_disagreement_score":0.8518711,"about_ca_system_score_codex":0.00020611641,"about_ca_system_score_gemma":0.0004838572,"threshold_uncertainty_score":0.95101345},"labels":[],"label_agreement":null},{"id":"W2751791159","doi":"10.1016/j.jpedsurg.2017.08.070","title":"Let our fellows go: a plea for allowing global surgery electives during pediatric surgical training","year":2017,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Accreditation; Medicine; Graduate medical education; Pediatric surgery; Medical education; Pediatric Surgeon; Plea; Curriculum; Global health; General surgery; Surgery; Nursing; Political science; Public health","score_opus":0.16003487595292393,"score_gpt":0.4113797747318849,"score_spread":0.251344898778961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751791159","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":[0.017869895,0.97085404,0.000028750796,0.00019607967,0.0094209,0.0010296385,0.00018186988,0.00008757713,0.00033126216],"genre_scores_gemma":[0.0039612385,0.93878853,0.00021186215,0.0000710647,0.05628917,0.000072736955,0.00009213015,0.00017990955,0.00033336386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889649,0.00068143464,0.005405008,0.0009152762,0.0016256856,0.0024077047],"domain_scores_gemma":[0.98153603,0.008411457,0.006579664,0.00078641577,0.0008396688,0.0018467578],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008768174,0.0012776548,0.010188778,0.002399689,0.00060505216,0.00020583016,0.000542154,0.0012486443,0.000038895647],"category_scores_gemma":[0.009834346,0.0010464787,0.009568744,0.0014941335,0.000054102937,0.00054012507,0.00013015066,0.0018326406,0.00004584457],"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":[0.0015918396,0.00059487537,0.073868506,0.07035585,0.0011863294,0.013194235,0.00007572735,0.0000027907156,6.299551e-8,0.00000868025,0.15622258,0.6828985],"study_design_scores_gemma":[0.0014963784,0.00021243017,0.0030935425,0.0064039254,0.009003713,0.010204892,0.00012252752,0.0000038007652,1.5621904e-7,0.000041905536,0.968149,0.0012677058],"about_ca_topic_score_codex":0.000020208361,"about_ca_topic_score_gemma":0.000003675203,"teacher_disagreement_score":0.8119264,"about_ca_system_score_codex":0.0012473965,"about_ca_system_score_gemma":0.015135561,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2751868632","doi":"10.1136/bmjopen-2017-016660","title":"Qualitative study to develop processes and tools for the assessment and tracking of African institutions’ capacity for operational health research","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"Wellcome Trust","keywords":"Medicine; Qualitative research; Tracking (education); Capacity building; Public health; Health services research; Engineering ethics; Medical education; Nursing; Social science; Economic growth","score_opus":0.7915082081514918,"score_gpt":0.6837399258966247,"score_spread":0.10776828225486712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751868632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092031,0.000079081896,0.0055530267,0.047916025,0.00007558158,0.035933334,0.00018977158,0.0000043399364,0.0010457089],"genre_scores_gemma":[0.9803764,0.000009206597,0.015457622,0.00060680293,0.000044021508,0.0034208265,0.000011231253,0.0000039309684,0.00006994078],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998965,0.00015511476,0.00026298387,0.00016974393,0.00024158697,0.00020556885],"domain_scores_gemma":[0.9967137,0.0016626514,0.00010104093,0.00019629707,0.0011815962,0.00014469984],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009428375,0.000053998923,0.0002369646,0.0000383977,0.0012102224,0.00025459938,0.00014444657,0.000015477122,0.0000020470857],"category_scores_gemma":[0.008971231,0.00003491782,0.000008407326,0.00010548102,0.00012261454,0.00029492186,0.00014173755,0.000068810186,2.1404242e-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":[0.008430363,0.0029299727,0.11218815,0.010321858,0.00046257707,0.000007639985,0.4370757,0.00001500017,0.00012996048,0.13799801,0.03533176,0.255109],"study_design_scores_gemma":[0.0034950066,0.0030368068,0.75317454,0.0006382786,0.000025035908,0.000010557551,0.21799803,0.000087433094,0.000079559315,0.0011446091,0.020175066,0.00013508728],"about_ca_topic_score_codex":0.0011525147,"about_ca_topic_score_gemma":0.00227594,"teacher_disagreement_score":0.6409864,"about_ca_system_score_codex":0.000074175536,"about_ca_system_score_gemma":0.00447396,"threshold_uncertainty_score":0.9993766},"labels":[],"label_agreement":null},{"id":"W2753278150","doi":"10.1213/ane.0000000000002340","title":"Obstetrics and Gynecology in Low-Resource Settings: A Practical Guide","year":2017,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Outreach; Health care; Resource (disambiguation); Medical education; Nursing; Family medicine; Pregnancy; Economic growth","score_opus":0.018484905300019,"score_gpt":0.3207775559931754,"score_spread":0.3022926506931564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753278150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519957,0.00079932983,0.000010436227,0.039704535,0.0000512848,0.00026470842,5.017326e-7,0.00003974001,0.0071338015],"genre_scores_gemma":[0.98697406,0.00027523,0.0008446754,0.01089086,0.00008349701,0.000013457738,0.000007816255,0.000019924122,0.00089048466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983934,0.000092510694,0.00037728634,0.00033778205,0.0002260716,0.0005729365],"domain_scores_gemma":[0.99755746,0.0012473534,0.00018705043,0.00055199215,0.000069589456,0.00038653705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074615056,0.00016370235,0.00043833407,0.0001587338,0.00022046473,0.00005425307,0.0001140715,0.00021563956,0.000041006893],"category_scores_gemma":[0.0064265598,0.00014663853,0.00006480088,0.00013347476,0.00016328333,0.00012024863,0.000040026072,0.00030561772,0.000059216185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023346407,0.00028565447,0.9176218,0.00025223344,0.00002669531,0.018472446,0.00020040208,0.0000011378315,0.000034953748,0.0027817923,0.034213446,0.025875958],"study_design_scores_gemma":[0.0009252144,0.00015735035,0.7031022,0.00012685955,0.000037559326,0.0019555872,0.00017705045,0.00031148575,0.0000300772,0.00010456314,0.2929345,0.00013757929],"about_ca_topic_score_codex":0.00017670628,"about_ca_topic_score_gemma":0.000033330172,"teacher_disagreement_score":0.25872108,"about_ca_system_score_codex":0.00008845324,"about_ca_system_score_gemma":0.00027479618,"threshold_uncertainty_score":0.76936567},"labels":[],"label_agreement":null},{"id":"W2753591350","doi":"10.1186/s12961-017-0236-2","title":"Promoting equitable global health research: a policy analysis of the Canadian funding landscape","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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 Calgary; University of British Columbia, Okanagan Campus; University of Toronto; Interior Health","funders":"Canadian Institutes of Health Research; Fogarty International Center; National Institutes of Health; University of Toronto; International Development Research Centre","keywords":"Equity (law); Growth hormone receptor; Health services research; Corporate governance; European union; Health policy; Business; Political science; Public administration; Public relations; Economic growth; Finance; Economics; Health care; Economic policy; Medicine; Growth hormone","score_opus":0.5422175374992643,"score_gpt":0.5884518810686253,"score_spread":0.04623434356936107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753591350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49015105,0.010363997,0.000004349921,0.44632778,0.00041538384,0.004047115,0.00067491387,0.000043776057,0.04797165],"genre_scores_gemma":[0.9942404,0.00097569125,0.000011806577,0.0020456102,0.0010185409,0.0000788071,0.000022729879,0.000019236657,0.001587198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98838735,0.0030105284,0.0009921279,0.00052932097,0.0023211509,0.004759525],"domain_scores_gemma":[0.9916164,0.00073088263,0.00044209397,0.0014929117,0.001278561,0.0044391374],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043032207,0.00018944847,0.0010689658,0.0022564523,0.007696052,0.00040876868,0.00056289736,0.00020736478,0.000011860741],"category_scores_gemma":[0.015647681,0.00013513809,0.00017004336,0.0044210358,0.0006226591,0.00013784952,0.00040672492,0.0010656426,0.000014912736],"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":[0.00026923828,0.00019836903,0.7208373,0.010707101,0.0005661156,0.000059970578,0.008376234,0.000016348962,0.000013534822,0.1587656,0.076122336,0.024067858],"study_design_scores_gemma":[0.0012679117,0.00094262516,0.8883795,0.0027495883,0.00003698775,0.00013947772,0.003956746,0.008591899,0.000003382922,0.0011184571,0.09261859,0.00019484313],"about_ca_topic_score_codex":0.96196747,"about_ca_topic_score_gemma":0.6712678,"teacher_disagreement_score":0.50408936,"about_ca_system_score_codex":0.0050491975,"about_ca_system_score_gemma":0.04972552,"threshold_uncertainty_score":0.99877024},"labels":[],"label_agreement":null},{"id":"W2753959263","doi":"10.1542/peds.2016-3823","title":"Partnerships for Global Child Health","year":2017,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Cornerstone; Scope (computer science); Workforce; Medicine; Public health; Public relations; Work (physics); Knowledge management; Environmental resource management; Nursing; Economic growth; Political science; Geography","score_opus":0.28106185738192113,"score_gpt":0.4785611840581229,"score_spread":0.1974993266762018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753959263","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":[1.5561977e-7,0.9865725,0.000088492714,0.0014524265,0.0017928778,0.0020486957,0.0005876889,0.00008583864,0.0073713474],"genre_scores_gemma":[0.000003225328,0.9917604,0.00037904747,0.0012607784,0.004776528,0.0001485037,0.0008467011,0.000042836877,0.00078200403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973257,0.00007949265,0.0008389891,0.0004634273,0.00033507883,0.0009573235],"domain_scores_gemma":[0.9971603,0.00022345831,0.0008090962,0.00073467806,0.00011074529,0.00096169073],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091116363,0.00038771462,0.0025550919,0.00011382672,0.00029588494,0.000037161997,0.0002288516,0.00046006494,0.000011914401],"category_scores_gemma":[0.0011200146,0.00030752507,0.0009305853,0.00023807997,0.0000356571,0.000033692577,0.00005368125,0.0004237303,0.00014801192],"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":[0.00001509984,0.000050898325,0.00017331351,0.083132386,0.000019883839,0.000014788258,0.0000024881022,5.962157e-9,7.582305e-12,0.0007906011,0.11185181,0.8039487],"study_design_scores_gemma":[0.0003477091,0.00015531028,0.000039080067,0.003166836,0.0007397543,0.0001742311,0.0000021137182,6.4461966e-7,7.4980844e-10,0.00008325376,0.9950799,0.00021120005],"about_ca_topic_score_codex":0.00002349519,"about_ca_topic_score_gemma":0.000015368187,"teacher_disagreement_score":0.88322806,"about_ca_system_score_codex":0.00048926094,"about_ca_system_score_gemma":0.0030343472,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W2754546427","doi":"10.4103/efh.efh_175_16","title":"Using Maslow's hierarchy to highlight power imbalances between visiting health professional student volunteers and the host community: An applied qualitative study","year":2017,"lang":"en","type":"article","venue":"Education for Health","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Maslow's hierarchy of needs; Respondent; Thematic analysis; Psychology; Hierarchy; Social psychology; Qualitative research; Public relations; Sociology; Social science; Political science","score_opus":0.09016309829466858,"score_gpt":0.5286481178946802,"score_spread":0.4384850196000117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754546427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9174678,0.0002763761,0.00014410295,0.07658937,0.0009063471,0.004249415,0.000049259037,0.000030092713,0.0002872464],"genre_scores_gemma":[0.98417264,0.000019186418,0.0013688892,0.01349851,0.00039592263,0.00024852625,0.00009107343,0.000022392453,0.0001828856],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972591,0.0008857605,0.00061592186,0.00028913008,0.00039860056,0.0005515354],"domain_scores_gemma":[0.997326,0.0005868892,0.00049771334,0.00062126206,0.00020783463,0.0007602881],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007403123,0.00017564785,0.00060642906,0.00012650802,0.0037397817,0.00009191075,0.00022839384,0.000046038982,0.000006591155],"category_scores_gemma":[0.0002840292,0.00012431899,0.000045044228,0.000107588225,0.00014324534,0.00012918346,0.00009771885,0.000384324,0.0000039391803],"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":[0.0017142786,0.0026035476,0.16420364,0.0009827277,0.00012211007,4.891675e-7,0.7935073,9.722831e-7,0.000013724741,0.00987941,0.007525795,0.019446012],"study_design_scores_gemma":[0.0020146566,0.0009434959,0.6646086,0.0002546387,0.000018662595,0.0000030924687,0.32845074,0.000010811404,0.0000022770844,0.0003586476,0.00322655,0.00010783373],"about_ca_topic_score_codex":0.0069603906,"about_ca_topic_score_gemma":0.000563137,"teacher_disagreement_score":0.50040495,"about_ca_system_score_codex":0.00045229009,"about_ca_system_score_gemma":0.0028085485,"threshold_uncertainty_score":0.9996523},"labels":[],"label_agreement":null},{"id":"W2755555913","doi":"10.3122/jabfm.2017.05.170086","title":"Family Medicine in Ethiopia: Lessons from a Global Collaboration","year":2017,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Calgary Laboratory Services; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Fogarty International Center; Addis Ababa University; University of Toronto","keywords":"General partnership; Medicine; Specialty; Primary care; Medical education; Quality (philosophy); Public relations; Nursing; Family medicine; Political science","score_opus":0.06284381074972165,"score_gpt":0.3999593738260012,"score_spread":0.33711556307627955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755555913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487556,0.0033270835,0.00011215691,0.14214383,0.001403046,0.00027502046,0.000022686172,0.0000080133195,0.0039525875],"genre_scores_gemma":[0.9825994,0.0035015307,0.00021932718,0.012547581,0.0010220984,0.0000020737818,0.0000025410263,0.000016072956,0.000089396766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963531,0.00047859547,0.0012770583,0.00017108634,0.0013001461,0.00042000873],"domain_scores_gemma":[0.99430454,0.000668093,0.0029296791,0.0011277462,0.00063851086,0.00033144144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026211585,0.000250274,0.001465715,0.00013938984,0.00024648462,0.000008815046,0.00094026444,0.00008343171,0.000020115234],"category_scores_gemma":[0.0033293408,0.00011705661,0.00015506249,0.00066102657,0.002497486,0.00012169707,0.00012613535,0.0007003602,0.000004348951],"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":[0.016929677,0.00046936687,0.61273605,0.00022670739,0.00064078346,0.00039669068,0.0049194433,0.000106633306,0.094626315,0.001005729,0.21710613,0.050836504],"study_design_scores_gemma":[0.0041759033,0.0016043362,0.9773634,0.0019638347,0.00044689907,0.000108825305,0.008324646,0.00006496798,0.0001397945,0.0013346992,0.004373988,0.00009868645],"about_ca_topic_score_codex":0.024471449,"about_ca_topic_score_gemma":0.0007171326,"teacher_disagreement_score":0.3646274,"about_ca_system_score_codex":0.00028224502,"about_ca_system_score_gemma":0.00078105007,"threshold_uncertainty_score":0.98202467},"labels":[],"label_agreement":null},{"id":"W2756484944","doi":"10.1590/0102-311x00194616","title":"South-South cooperation in health: bringing in theory, politics, history, and social justice","year":2017,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"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; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Solidarity; Geopolitics; Politics; South–South cooperation; Mainstream; Diplomacy; Economic Justice; International relations; Sociology; Political science; Political economy; Social science; Law; China","score_opus":0.04003749216720957,"score_gpt":0.32982863591457706,"score_spread":0.2897911437473675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756484944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579771,0.0022235066,0.00025203853,0.026198957,0.00056055334,0.0005115991,0.000022040178,0.00006568342,0.012188477],"genre_scores_gemma":[0.9901428,0.000054730914,0.00010745993,0.008265821,0.00040886784,0.000013105464,0.000012764523,0.000019527743,0.0009748762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984073,0.00013779227,0.00037810698,0.00026564996,0.00014539287,0.00066576025],"domain_scores_gemma":[0.9991771,0.0000927595,0.00015536271,0.0002354022,0.00005092638,0.0002884518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010346449,0.00013159931,0.00034465588,0.0001840613,0.00028838794,0.00003294825,0.00009364582,0.00015412024,0.000044305252],"category_scores_gemma":[0.00091767637,0.00013925206,0.00003827288,0.000048521542,0.00014197985,0.00008538736,0.000047115336,0.00039955086,0.0000180717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001043183,0.00039135627,0.712647,0.0051230337,0.000043652184,0.0004643111,0.06455664,0.000013026744,0.00038053707,0.16223636,0.026558883,0.026541999],"study_design_scores_gemma":[0.0034029598,0.00013148475,0.85636884,0.00048044286,0.000046079596,0.000078542056,0.0019714204,0.0017038175,0.000031397783,0.0006722775,0.13480009,0.00031266644],"about_ca_topic_score_codex":0.0007088228,"about_ca_topic_score_gemma":0.00010337987,"teacher_disagreement_score":0.16156408,"about_ca_system_score_codex":0.000808355,"about_ca_system_score_gemma":0.0006937514,"threshold_uncertainty_score":0.5678534},"labels":[],"label_agreement":null},{"id":"W2757063724","doi":"10.1038/550029a","title":"Scientists have most impact when they're free to move","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","cited_by":211,"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":"Limiting; Circulation (fluid dynamics); Engineering ethics; Engineering; Mechanical engineering; Aerospace engineering","score_opus":0.015779205017454348,"score_gpt":0.36183235433678396,"score_spread":0.3460531493193296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757063724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.865909,0.0014277739,0.0000071780414,0.031881366,0.0018281174,0.00049072836,0.0002460595,0.000062042505,0.098147765],"genre_scores_gemma":[0.98116267,0.0000120661825,0.00038319398,0.013137636,0.00042311224,0.000004497404,0.000023319915,0.000013240712,0.0048402674],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987678,0.00001371109,0.00012245848,0.00024600662,0.00039171948,0.00045828588],"domain_scores_gemma":[0.99809194,0.000033439563,0.00006673464,0.0010681327,0.00016498847,0.0005747895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994653,0.00012545031,0.00023164466,0.00007518969,0.0002914009,0.00007858311,0.000318568,0.00065077085,0.00023589327],"category_scores_gemma":[0.0015098617,0.000087313405,0.00009901148,0.0000478172,0.00003837852,0.00009251572,0.00012401934,0.0011022283,0.00014727512],"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":[0.00022288351,0.000048136477,0.10320353,0.000050846866,0.000020407777,0.00019642344,0.00027283144,8.7974297e-7,0.00024025753,0.00028946853,0.8843129,0.01114142],"study_design_scores_gemma":[0.00087518286,0.00010783079,0.8003654,0.00015541147,0.000019722687,0.000047065605,0.00005360629,0.00003317121,0.00031973046,0.0014544586,0.196441,0.00012741603],"about_ca_topic_score_codex":0.00065449,"about_ca_topic_score_gemma":0.00045465757,"teacher_disagreement_score":0.69716185,"about_ca_system_score_codex":0.00010904214,"about_ca_system_score_gemma":0.00027728008,"threshold_uncertainty_score":0.5019341},"labels":[],"label_agreement":null},{"id":"W2761279251","doi":"10.1093/pch/20.5.e75a","title":"114: A Curriculum in Pediatric Global Health: A New Competency-Based, Multi-Disciplinary Educational Program","year":2015,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Medical education; Multidisciplinary approach; Global health; Mandate; Medicine; Nursing; Psychology; Public health; Pedagogy; Political science","score_opus":0.029922775761877112,"score_gpt":0.37428207493228033,"score_spread":0.3443592991704032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761279251","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":[0.24407378,0.15319344,0.0012488764,0.5782725,0.0070256395,0.009849588,0.00039705334,0.00093596935,0.005003122],"genre_scores_gemma":[0.8015668,0.007849642,0.12570466,0.052148305,0.010072786,0.00042786213,0.0019032164,0.00013101536,0.0001957421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99456245,0.00030546155,0.0014368133,0.00079154863,0.0010275285,0.0018762159],"domain_scores_gemma":[0.99402416,0.00014533845,0.0005486113,0.00051629194,0.00028626726,0.0044793347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018772696,0.00043019117,0.0009593036,0.0005457943,0.0002914717,0.00003421292,0.0002442283,0.00022525883,0.000032435],"category_scores_gemma":[0.0005808677,0.00040657906,0.00022974657,0.0029978165,0.000054896886,0.00012629436,0.000105781946,0.0008215487,0.00022857192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014017712,0.003389875,0.8782733,0.0009624008,0.0000059540257,0.000028750783,0.00027990426,0.00006482182,5.119015e-9,0.0010469733,0.095667504,0.020140348],"study_design_scores_gemma":[0.006528356,0.0016965605,0.9751109,0.0002042432,0.00003428847,0.00015741253,0.00021687482,0.0023686322,4.2583267e-8,0.0014042053,0.011894941,0.0003835531],"about_ca_topic_score_codex":0.0052542845,"about_ca_topic_score_gemma":0.0018873095,"teacher_disagreement_score":0.557493,"about_ca_system_score_codex":0.0024003107,"about_ca_system_score_gemma":0.048899744,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W2761352738","doi":"10.1093/pch/19.6.e35-10","title":"10: Capacity Building for Community Directed Research in East Africa (EA): 5 Year Microresearch (MR) Outcomes","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"Grassroots; Capacity building; Tanzania; Medical education; Medicine; Knowledge translation; Program evaluation; Family medicine; Nursing; Political science; Sociology; Socioeconomics","score_opus":0.11637589835243672,"score_gpt":0.394681706413345,"score_spread":0.27830580806090827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761352738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450783,0.0021552176,0.00019037079,0.034491614,0.00048085474,0.0030767592,0.0002410534,0.00026977636,0.014016032],"genre_scores_gemma":[0.99370086,0.0004272431,0.0031859847,0.0014774952,0.00056433986,0.00010690943,0.000105089675,0.00005288513,0.00037918272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937046,0.002020434,0.00079150556,0.00043359795,0.0009523042,0.0020975498],"domain_scores_gemma":[0.99417067,0.003184107,0.00015064368,0.000779933,0.0005543427,0.0011603112],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016940929,0.00023919152,0.0008269765,0.0009999526,0.0010912702,0.000038750903,0.00034259816,0.0002406189,0.00007510673],"category_scores_gemma":[0.0051425365,0.00021584904,0.00018098974,0.0018171817,0.00015836822,0.00007214694,0.00018869867,0.0023521557,0.00015215823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015757589,0.0021350503,0.8384174,0.0045747063,0.000048276313,0.000012008555,0.0033635416,0.000007754178,0.000036360936,0.004553541,0.11709704,0.02817857],"study_design_scores_gemma":[0.006215335,0.0019126914,0.7665586,0.0005125615,0.000024543431,0.00002214191,0.0008656032,0.0009973346,0.000030885192,0.0025596085,0.21983628,0.00046441235],"about_ca_topic_score_codex":0.004664445,"about_ca_topic_score_gemma":0.0007082132,"teacher_disagreement_score":0.10273924,"about_ca_system_score_codex":0.0007895087,"about_ca_system_score_gemma":0.000958315,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2763037268","doi":"10.1093/pch/20.5.e75b","title":"115: Don &amp; Elizabeth Hillman International Child Health Grant Awardees: Where are they Now?","year":2015,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster Children's Hospital","funders":"","keywords":"Global health; Medicine; Family medicine; Medical education; Nursing; Public health","score_opus":0.025829078016773168,"score_gpt":0.3125901227333415,"score_spread":0.2867610447165684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763037268","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":[0.10624237,0.09739267,0.0010357739,0.75187,0.01205565,0.0036375516,0.001063891,0.0010150252,0.025687097],"genre_scores_gemma":[0.7823523,0.103630014,0.0023370988,0.100975305,0.008117673,0.00006956643,0.0016874544,0.00018144619,0.0006491026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940018,0.00036518736,0.001441406,0.00085438445,0.0015722835,0.0017649509],"domain_scores_gemma":[0.99423337,0.00015502704,0.00090851734,0.0008220999,0.000513636,0.0033673563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032233607,0.0005119394,0.0011931878,0.00055143493,0.0005972719,0.000054645945,0.0003743533,0.00028112263,0.0000957804],"category_scores_gemma":[0.00049847993,0.000444387,0.0003162151,0.00068008056,0.000068413145,0.00016376069,0.00015004365,0.0012939296,0.00047564783],"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":[0.00045691314,0.00090296735,0.45090163,0.0014029352,0.00007783274,0.000045185836,0.0034875341,0.00006305106,1.4615186e-7,0.00091654714,0.53082216,0.010923127],"study_design_scores_gemma":[0.0033993607,0.0005527923,0.124615446,0.00068117894,0.000027876076,0.0002707398,0.00077077706,0.00010935223,4.3840473e-7,0.0005180028,0.8686646,0.0003893839],"about_ca_topic_score_codex":0.004858282,"about_ca_topic_score_gemma":0.00773956,"teacher_disagreement_score":0.67610997,"about_ca_system_score_codex":0.0014348027,"about_ca_system_score_gemma":0.0027636962,"threshold_uncertainty_score":0.9998008},"labels":[],"label_agreement":null},{"id":"W2763317780","doi":"10.1093/pch/19.6.e35-154","title":"157: Evaluation of the Canadian Pediatric Society's Global Health Education Modules","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Curriculum; Medical education; Global health; Family medicine; Medicine; Child health; Descriptive statistics; Psychology; Nursing; Public health; Pedagogy","score_opus":0.01709120301600219,"score_gpt":0.32991086010298265,"score_spread":0.31281965708698045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763317780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.655481,0.054551393,0.00034293983,0.25474924,0.007356159,0.005089931,0.00031721205,0.00014420933,0.02196796],"genre_scores_gemma":[0.9617494,0.0026146977,0.00067975465,0.032832652,0.0019228624,0.000029106846,0.00012681946,0.000018658402,0.00002607054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961801,0.00052918127,0.00078889204,0.00035811,0.001242425,0.00090128556],"domain_scores_gemma":[0.99684507,0.000082859995,0.00058180845,0.00055623625,0.00058866927,0.0013453322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056144353,0.00019700709,0.00046994153,0.00015239781,0.0007351954,0.000016794891,0.00017031422,0.00016771443,0.000027207385],"category_scores_gemma":[0.00065768237,0.00015736846,0.00025139638,0.0012085997,0.000047633443,0.000059255413,0.000033023945,0.00037569864,0.000025869744],"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":[0.000016397815,0.00026888496,0.6773054,0.0010298961,0.000014262072,8.441847e-8,0.00040610283,0.00008932838,6.650137e-8,0.006189164,0.15210159,0.16257882],"study_design_scores_gemma":[0.00084091333,0.00017058065,0.97214764,0.00006973751,0.00009741059,0.000019215053,0.00011861402,0.0017375958,4.837653e-7,0.0019963766,0.022678247,0.0001231857],"about_ca_topic_score_codex":0.16079678,"about_ca_topic_score_gemma":0.10932818,"teacher_disagreement_score":0.30626842,"about_ca_system_score_codex":0.0032195244,"about_ca_system_score_gemma":0.033579964,"threshold_uncertainty_score":0.97189873},"labels":[],"label_agreement":null},{"id":"W2763530641","doi":"10.1093/pch/19.6.e35-9","title":"9: Assessing Healthcare Needs and Research Barriers for Community Focused Interdisciplinary Health Research Capacity Building Using a Microresearch Model in East Africa","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Focus group; Coaching; Implementation research; Capacity building; Health care; Multidisciplinary approach; Medicine; Medical education; Qualitative research; Knowledge translation; Health services research; Nursing; Psychological intervention; Psychology; Political science; Public health; Sociology; Knowledge management","score_opus":0.2841653972923452,"score_gpt":0.4834115577640423,"score_spread":0.19924616047169713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763530641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89493996,0.007034691,0.005740803,0.08784196,0.00023951437,0.0034761536,0.00012600899,0.00009108487,0.0005098321],"genre_scores_gemma":[0.978769,0.00080161804,0.01705968,0.0025177482,0.00055346556,0.00012692402,0.000058098274,0.0000992621,0.000014209516],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9836838,0.0077831456,0.0014800566,0.000810459,0.001865106,0.004377433],"domain_scores_gemma":[0.9899864,0.0036559291,0.00029877914,0.0009929577,0.0012713958,0.003794494],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07052543,0.0003793898,0.0012736035,0.0036759167,0.0062564164,0.00021432385,0.0004594712,0.00039148066,0.0000033934998],"category_scores_gemma":[0.00479366,0.00037858833,0.00016306437,0.0038789557,0.00056607113,0.00035604648,0.0009999312,0.0065843645,0.000002978855],"study_design_candidate":"simulation_or_modeling","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":[0.006238675,0.0034685438,0.43336356,0.06577539,0.00013314835,0.000049182716,0.20906353,0.001191001,0.0005684997,0.032314684,0.04083355,0.20700024],"study_design_scores_gemma":[0.018625785,0.011304481,0.12830918,0.0109100705,0.000054155928,0.0003917175,0.100875914,0.63812464,0.00006858298,0.080020614,0.009355388,0.0019594645],"about_ca_topic_score_codex":0.010418969,"about_ca_topic_score_gemma":0.0016003754,"teacher_disagreement_score":0.6369337,"about_ca_system_score_codex":0.0035881216,"about_ca_system_score_gemma":0.007866853,"threshold_uncertainty_score":0.9998666},"labels":[],"label_agreement":null},{"id":"W2763921411","doi":"10.1136/archdischild-2017-084620.3","title":"A1.3 Safe paediatric anaesthesia project: scaling-up paediatric anaesthesia training in east and central africa","year":2017,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Economic shortage; Trainer; Curriculum; Developing country; Malaria prophylaxis; Malaria; Pediatrics","score_opus":0.047053682928862764,"score_gpt":0.290645788824041,"score_spread":0.24359210589517827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763921411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97433126,0.002872902,0.000028934097,0.0032093562,0.00040475122,0.00081282685,0.000009472743,0.00011150825,0.018218964],"genre_scores_gemma":[0.9959964,0.0012972946,0.0009003569,0.0006817975,0.0004893212,0.000030746472,0.00001236053,0.000034584613,0.00055711664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970053,0.0000996121,0.0005926941,0.000542546,0.00041318688,0.0013466518],"domain_scores_gemma":[0.998362,0.00006233264,0.00021981509,0.0005621491,0.00007378229,0.0007199351],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076691515,0.00031087094,0.00066832465,0.00048619593,0.0003576408,0.00010252486,0.00020041417,0.00024614664,0.000050169576],"category_scores_gemma":[0.00052480504,0.00025758197,0.00013915994,0.00045722787,0.00013823222,0.00022529728,0.000068159155,0.0003824517,0.000033270906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003889898,0.00013609572,0.6926811,0.00024705185,0.000015085572,0.00060474355,0.0030885627,0.0000018711581,0.000006932853,0.0007000962,0.004208208,0.29792127],"study_design_scores_gemma":[0.0027023947,0.00031491005,0.9717169,0.00010654701,0.000085454936,0.00016104335,0.002275252,0.0010972096,0.0000051589486,0.00020341795,0.020945845,0.00038588833],"about_ca_topic_score_codex":0.00081717945,"about_ca_topic_score_gemma":0.00017617382,"teacher_disagreement_score":0.2975354,"about_ca_system_score_codex":0.00012381897,"about_ca_system_score_gemma":0.0009157998,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W2764500399","doi":"","title":"Hospitals and academic health sciences centres: leaders or followers in health globalization?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Children’s Health Research Institute; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Globalization; Public relations; Health care; Psychological intervention; Corporate governance; Healthcare system; Key (lock); Global health; Political science; Business; Medicine; Nursing; Computer science; Law","score_opus":0.0541905184471699,"score_gpt":0.34506688333654195,"score_spread":0.2908763648893721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764500399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8468888,0.031568065,0.00009466967,0.10959832,0.001050895,0.0038469154,0.00001921796,0.00013303208,0.006800085],"genre_scores_gemma":[0.96710086,0.0053779366,0.00021384346,0.026724394,0.00003425294,0.0001347703,0.0000061890128,0.000009152569,0.00039858092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975907,0.0001647859,0.0004924641,0.0003250462,0.00032110588,0.0011058801],"domain_scores_gemma":[0.9988398,0.00009169329,0.00013397295,0.00011019046,0.000022994542,0.0008013621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021796825,0.00012333508,0.00036532086,0.00017193137,0.00015611885,0.000014056076,0.000057984467,0.00008037827,0.000015779906],"category_scores_gemma":[0.00091006164,0.00009660618,0.00003189492,0.0007906956,0.00019128219,0.00010871451,0.000011671387,0.0001722846,0.0000043006576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010531098,0.000070772694,0.91246665,0.00049081404,0.000008668288,0.000015433536,0.0005284658,0.00000906978,1.804743e-7,0.0036524704,0.0224817,0.06017046],"study_design_scores_gemma":[0.0019064201,0.00020724669,0.93371177,0.00021000936,0.000004838146,0.000060912043,0.0029037686,0.000026180973,0.000007884192,0.00041297893,0.06039309,0.00015487453],"about_ca_topic_score_codex":0.0005369159,"about_ca_topic_score_gemma":0.00017131375,"teacher_disagreement_score":0.120212086,"about_ca_system_score_codex":0.00033017926,"about_ca_system_score_gemma":0.0010087714,"threshold_uncertainty_score":0.39394858},"labels":[],"label_agreement":null},{"id":"W2765318578","doi":"10.1093/tropej/fmx088","title":"Global Health Journal Club—Opening Editorial Applying Evidence-based Medicine in Resource-Limited Nations","year":2017,"lang":"en","type":"article","venue":"Journal of Tropical Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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":"Journal club; Medicine; Club; Resource (disambiguation); Global health; MEDLINE; Public health; Medical education; Nursing; Law; Political science","score_opus":0.05561397039091307,"score_gpt":0.38500632292449105,"score_spread":0.32939235253357796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765318578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62480813,0.023026006,0.008541878,0.23308612,0.106428996,0.0013687405,0.000027173333,0.000063783,0.0026491694],"genre_scores_gemma":[0.8671528,0.00252133,0.0026705156,0.0032537153,0.12433937,0.000003928903,0.0000033771942,0.000018402821,0.000036536407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953304,0.0002794432,0.0017557812,0.00019427274,0.0017627868,0.0006773461],"domain_scores_gemma":[0.9945444,0.0010863425,0.0019493937,0.00033779687,0.0008209498,0.0012611323],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002761804,0.00020777766,0.00087731436,0.0006252411,0.0006916848,0.00011893324,0.0004401657,0.00024349123,0.000035187684],"category_scores_gemma":[0.021550247,0.00015503749,0.0002721166,0.00054568984,0.00011690305,0.00045737563,0.00006322465,0.0013726077,0.0000055951054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015112285,0.00018594415,0.6569108,0.00020044527,0.00001880898,0.00050677994,0.000051917672,0.00014816034,0.00000515498,0.00017942359,0.33155185,0.008729469],"study_design_scores_gemma":[0.009359289,0.0022810476,0.82053894,0.0019910138,0.00020106378,0.0009511819,0.00019367227,0.00032602262,0.0000017987425,0.0006831962,0.16325802,0.00021473627],"about_ca_topic_score_codex":0.00013460939,"about_ca_topic_score_gemma":0.00005682756,"teacher_disagreement_score":0.24234469,"about_ca_system_score_codex":0.0011929715,"about_ca_system_score_gemma":0.0032465283,"threshold_uncertainty_score":0.98669165},"labels":[],"label_agreement":null},{"id":"W2765469231","doi":"10.1007/s00268-017-4284-0","title":"International Scholarship Programs of the American College of Surgeons: Expansion of the Global Surgical Network","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Scholarship; Respondent; Medicine; Medical education; Public relations; Political science; Law","score_opus":0.04619408951908866,"score_gpt":0.3328967233719374,"score_spread":0.2867026338528487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765469231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895836,0.0007035264,0.0000023450518,0.0048781084,0.0026579497,0.00017741405,0.000039192175,0.0000040073246,0.0019538365],"genre_scores_gemma":[0.9987755,0.00039876762,0.000112735404,0.00020757238,0.00033862665,0.000001653736,0.0000016144055,0.000009899862,0.00015363346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968755,0.0002797512,0.0013080217,0.0001209101,0.0010616775,0.0003541395],"domain_scores_gemma":[0.99462503,0.000630556,0.0032157765,0.0005713983,0.0007415657,0.00021564604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941922,0.00014439698,0.00092543603,0.000113775415,0.00016565541,0.000012093344,0.00050486746,0.00005474958,0.00003893532],"category_scores_gemma":[0.0011835883,0.00008014435,0.00087588135,0.0006183099,0.0006815033,0.0001388271,0.00015858105,0.0003912412,7.039584e-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":[0.001376526,0.00021763684,0.97685,0.00008172195,0.00011900265,0.00007714259,0.000009372982,0.000011193937,0.000038625214,0.00063273194,0.0063185017,0.01426757],"study_design_scores_gemma":[0.0005421956,0.000060362723,0.9700959,0.0019432454,0.00007117956,0.0004115626,0.000053581156,0.000008566087,0.00028856978,0.0004896053,0.02596954,0.00006572624],"about_ca_topic_score_codex":0.00014721668,"about_ca_topic_score_gemma":0.00008136332,"teacher_disagreement_score":0.019651039,"about_ca_system_score_codex":0.00010524778,"about_ca_system_score_gemma":0.00088421616,"threshold_uncertainty_score":0.32681918},"labels":[],"label_agreement":null},{"id":"W2766052259","doi":"10.1007/s00586-017-5332-z","title":"The Global Spine Care Initiative: a consensus process to develop and validate a stratification scheme for surgical care of spinal disorders as a guide for improved resource utilization in low- and middle-income communities","year":2017,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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 for Disability Prevention and Rehabilitation; Ontario Tech University; Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Delphi method; Neurosurgery; Medical emergency; Operations management; Surgery; Computer science","score_opus":0.0618215546866325,"score_gpt":0.3818724266490148,"score_spread":0.32005087196238224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766052259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909561,0.0022607525,0.00044129233,0.0028708847,0.00008094065,0.0010856491,0.00007428777,0.000011776871,0.0022182742],"genre_scores_gemma":[0.996711,0.00030650818,0.0025643187,0.00017799686,0.000107126085,0.000020237694,0.000057378526,0.000019118688,0.000036314035],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986341,0.00015633152,0.000601159,0.00015529915,0.00014859531,0.00030450762],"domain_scores_gemma":[0.99815583,0.000049839688,0.00038838907,0.00023005735,0.00094959576,0.00022626991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093650306,0.0001547332,0.00028802184,0.00006924319,0.0006826042,0.00012246928,0.0001549145,0.000041485422,0.0000011356688],"category_scores_gemma":[0.001376967,0.00011627063,0.000043808603,0.00012122285,0.00018288504,0.000071979695,0.00006964017,0.00016638529,3.103569e-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":[0.036010444,0.00078303,0.38632828,0.029475275,0.0005045803,0.0003740296,0.045237314,0.000072785035,0.0007971257,0.012304769,0.0011185197,0.48699385],"study_design_scores_gemma":[0.014099814,0.0035364786,0.8840559,0.0059104953,0.0000974624,0.00068894424,0.054030154,0.00089571846,0.00022259161,0.00032873603,0.03573811,0.0003955637],"about_ca_topic_score_codex":0.000040530278,"about_ca_topic_score_gemma":0.00043063788,"teacher_disagreement_score":0.49772766,"about_ca_system_score_codex":0.00008476981,"about_ca_system_score_gemma":0.000415188,"threshold_uncertainty_score":0.5250109},"labels":[],"label_agreement":null},{"id":"W2766293713","doi":"10.1542/peds.2016-3783","title":"Global Health: Preparation for Working in Resource-Limited Settings","year":2017,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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; University of Ottawa","funders":"","keywords":"Medicine; Scope (computer science); Work (physics); Resource (disambiguation); Public relations; Medical education","score_opus":0.1292452450983282,"score_gpt":0.45795670512071796,"score_spread":0.32871146002238977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766293713","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":[0.000012239131,0.9935927,0.0000682654,0.0006829189,0.0007309044,0.0026085428,0.000110966066,0.000072186034,0.0021212928],"genre_scores_gemma":[0.000018065073,0.9945563,0.00068376947,0.0010487067,0.0021455972,0.00018943068,0.0010044622,0.00003651571,0.00031712838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971275,0.00012632112,0.0011323373,0.0004994918,0.00032247393,0.0007918883],"domain_scores_gemma":[0.997502,0.0004471447,0.0010298926,0.0005427749,0.000082765386,0.00039541116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016590417,0.00032689574,0.0019207796,0.00029025436,0.00018783515,0.000047225978,0.00017554293,0.00050872494,0.0000037699508],"category_scores_gemma":[0.0017744701,0.00029386577,0.0004361654,0.000571332,0.000021189731,0.000040695624,0.000056467405,0.00034910595,0.000024922805],"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":[0.00006492652,0.000044042637,0.001475232,0.0317946,0.000009038642,0.000016045977,0.000021318841,4.6119956e-7,1.3424768e-10,0.000043849155,0.081859365,0.8846711],"study_design_scores_gemma":[0.00040503216,0.0001221672,0.00017665578,0.0059724734,0.00027641366,0.000048197853,0.000006328398,0.000020172953,1.0528369e-9,0.000044005974,0.9927441,0.0001844793],"about_ca_topic_score_codex":0.000060433173,"about_ca_topic_score_gemma":0.000062872976,"teacher_disagreement_score":0.9108847,"about_ca_system_score_codex":0.0009837704,"about_ca_system_score_gemma":0.0026514893,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null},{"id":"W2766604604","doi":"","title":"Research guides: Mississauga Academy of Medicine Resource Guide: The Basics","year":2014,"lang":"en","type":"libguides","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Resource (disambiguation); Library science; Medicine; Medical education; Computer science","score_opus":0.13940036529172484,"score_gpt":0.45111322211803134,"score_spread":0.3117128568263065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766604604","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":[0.00011308515,0.01445604,0.00005110937,0.25570133,0.0005791163,0.0010735999,0.000048963815,0.00010798308,0.72786874],"genre_scores_gemma":[0.0046869596,0.010112538,0.00090290786,0.09145154,0.011473607,0.00009359431,0.0004918966,0.00021247329,0.88057446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913578,0.0010232185,0.0022148779,0.00076660514,0.003179227,0.001458268],"domain_scores_gemma":[0.99148643,0.004887261,0.00050745194,0.0012812169,0.0009096051,0.0009280528],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.015864436,0.00051493116,0.0018205269,0.000688732,0.0003159806,0.00001641024,0.00096807064,0.0013883781,0.002353231],"category_scores_gemma":[0.0083279805,0.00027320595,0.00034154693,0.0011799859,0.0017405804,0.000035876248,0.0003254543,0.0031528645,0.00017804127],"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":[0.00019436156,0.000047748523,0.00029190868,0.0019923546,0.000097860044,0.000022986696,0.00010121282,7.1963996e-7,0.000019106887,0.007725728,0.9779188,0.011587209],"study_design_scores_gemma":[0.0009772917,0.00042165068,0.0010693527,0.003195719,0.00017932322,0.00011683494,0.0008695623,0.000032852582,0.00012021197,0.0018738372,0.99093145,0.00021189995],"about_ca_topic_score_codex":0.0016307099,"about_ca_topic_score_gemma":0.000020845926,"teacher_disagreement_score":0.16424981,"about_ca_system_score_codex":0.00022364101,"about_ca_system_score_gemma":0.0011732122,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W2767764228","doi":"10.1093/pch/pxx134","title":"Tiered curriculum in global child health: A novel CanMEDs-based multidisciplinary educational program","year":2017,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Curriculum; Multidisciplinary approach; Medical education; Global health; Medicine; Curriculum development; Work (physics); Psychology; Pedagogy; Nursing; Public health; Political science; Engineering","score_opus":0.055268658604899254,"score_gpt":0.4294152214335916,"score_spread":0.37414656282869235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767764228","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":[0.000025765277,0.95186216,0.000019064613,0.03156531,0.002973701,0.008648369,0.0017109712,0.00019950821,0.002995154],"genre_scores_gemma":[0.00021249105,0.9812298,0.0034159636,0.0044736643,0.003547266,0.0010675938,0.0058434303,0.00012884483,0.00008098527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99070287,0.0004903275,0.0031461653,0.0015706521,0.0012606964,0.0028292693],"domain_scores_gemma":[0.99193513,0.00032679294,0.0027481543,0.0015596668,0.00025530296,0.0031749262],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027461478,0.0011597105,0.0050063445,0.00086964114,0.0012299062,0.0000828909,0.0006781463,0.0008664741,0.0000498548],"category_scores_gemma":[0.0009722423,0.0010153118,0.0011538868,0.0017457218,0.00016696697,0.00009403666,0.00021784917,0.0025159998,0.00016316018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000050524424,0.0041640834,0.019609049,0.06779922,0.000054745513,0.000036634898,0.000052848867,0.0000017481927,1.7376275e-10,0.00025784445,0.01870903,0.8892643],"study_design_scores_gemma":[0.0022366685,0.0006791983,0.033209432,0.025964428,0.00019208256,0.00040804653,0.000020961379,0.00008411483,1.4470334e-9,0.00003855163,0.9364954,0.0006710729],"about_ca_topic_score_codex":0.0067612585,"about_ca_topic_score_gemma":0.0019580887,"teacher_disagreement_score":0.9177864,"about_ca_system_score_codex":0.005237854,"about_ca_system_score_gemma":0.03985667,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W2768322517","doi":"10.1097/acm.0000000000001988","title":"2017 Hope Babette Tang Humanism in Healthcare Essay Contest","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Humanism; CONTEST; Health care; Psychology; Philosophy; Political science; Law; Theology","score_opus":0.07324407282138096,"score_gpt":0.40207739739649917,"score_spread":0.3288333245751182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768322517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.712316,0.011203395,0.000027518303,0.24504456,0.0018377764,0.00083385,0.00001225705,0.00010155235,0.028623093],"genre_scores_gemma":[0.96010906,0.0030476095,0.00002915425,0.030662375,0.0014697906,0.000031944855,0.000043780572,0.000027884094,0.0045784214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722856,0.000088857996,0.00078496995,0.0004506269,0.00055246276,0.0008945164],"domain_scores_gemma":[0.99756616,0.0002212016,0.00037111304,0.0009171331,0.00013195061,0.00079240993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018995627,0.00025555235,0.00086034427,0.00020020767,0.0003511783,0.000008834761,0.00039601867,0.0004373383,0.00017056543],"category_scores_gemma":[0.002474513,0.00019709214,0.00005674029,0.00010425859,0.00039844625,0.00016546028,0.00009545836,0.0015679627,0.00015859559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034517542,0.000028678898,0.79250026,0.00069008436,0.000028444545,0.0011714081,0.0015903777,1.8809747e-7,0.002521574,0.010068494,0.17848086,0.012574437],"study_design_scores_gemma":[0.0073217847,0.0005611366,0.85512686,0.0040606083,0.00007501505,0.00040565987,0.0006060165,0.00011588025,0.00015399598,0.0032205102,0.12800911,0.00034342872],"about_ca_topic_score_codex":0.0031626264,"about_ca_topic_score_gemma":0.00020206449,"teacher_disagreement_score":0.24779305,"about_ca_system_score_codex":0.00022481207,"about_ca_system_score_gemma":0.00040060535,"threshold_uncertainty_score":0.80371845},"labels":[],"label_agreement":null},{"id":"W2769464794","doi":"10.1007/s12630-017-1009-7","title":"Subcutaneous ketamine for postoperative pain relief in Rwanda: a randomized clinical trial","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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 Saskatchewan","funders":"Dalhousie University; University of Rwanda","keywords":"Medicine; Ketamine; Anesthesia; Sedation; Placebo; Nausea; Randomized controlled trial; Vomiting; Saline; Visual analogue scale; Surgery","score_opus":0.029200698441659147,"score_gpt":0.3119095289834905,"score_spread":0.2827088305418314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769464794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96156067,0.0015424885,0.00006065737,0.03335684,0.0013769043,0.0014047135,0.000010637353,0.0000064117467,0.0006806823],"genre_scores_gemma":[0.9945498,0.0003405881,0.0007564615,0.0012854979,0.0020482438,0.000019681891,0.000009991045,0.000060236725,0.0009294607],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99381363,0.001167258,0.0027159888,0.00033591333,0.0005269354,0.0014402445],"domain_scores_gemma":[0.9894622,0.0016513658,0.0018991512,0.00052034843,0.0013610326,0.0051058917],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023813171,0.000412777,0.0025162057,0.00086714095,0.000984163,0.00035253316,0.0006451834,0.00044985727,0.00011826926],"category_scores_gemma":[0.017274836,0.00032597873,0.0011612151,0.00017871647,0.00067815674,0.00035439729,0.00000871982,0.0014655358,0.0000074750715],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3282052,0.00012161479,0.005649803,0.00005596222,0.00015193323,0.6424736,0.00044763435,0.0000126159575,0.0000017409966,0.0003400705,0.009131809,0.013408024],"study_design_scores_gemma":[0.2601394,0.005781791,0.0028817975,0.00050355727,0.00020338902,0.7068325,0.00026107708,0.00014434745,0.0000028744835,0.00044685087,0.022536205,0.00026617444],"about_ca_topic_score_codex":0.011407247,"about_ca_topic_score_gemma":0.03979818,"teacher_disagreement_score":0.068065785,"about_ca_system_score_codex":0.000987353,"about_ca_system_score_gemma":0.015854377,"threshold_uncertainty_score":0.99991924},"labels":[],"label_agreement":null},{"id":"W2769721411","doi":"10.1503/cmaj.109-5520","title":"Celebrating more women leaders in global health","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Courtesy; Glass ceiling; Global health; Public relations; Political science; Medicine; Management; Public health; Nursing; Law","score_opus":0.01595839460863459,"score_gpt":0.33273683305687296,"score_spread":0.3167784384482384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769721411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67001855,0.0002447588,0.000012122314,0.32141694,0.00084246555,0.0001132021,0.00001799164,0.000011035565,0.0073229433],"genre_scores_gemma":[0.9271355,0.00011863066,0.000074040974,0.071336634,0.0010232169,0.000004285339,0.0000054277125,0.000006995336,0.00029522282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715084,0.00010385578,0.00048280117,0.00013161787,0.0010256063,0.001105309],"domain_scores_gemma":[0.99467057,0.00004966314,0.00032735837,0.00013837154,0.00015159008,0.00466246],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031949854,0.000093369876,0.0003266183,0.00009836477,0.00060467544,0.00008611539,0.00016439043,0.0002680924,0.0010198201],"category_scores_gemma":[0.0035326742,0.000087822584,0.00006367577,0.00011248224,0.000058437647,0.00012245572,0.000011746237,0.00085847446,0.00006698388],"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":[0.0000134269585,0.000019184063,0.80911547,0.000023362778,0.000018943983,0.00076485996,0.0005432723,7.5221504e-7,1.870555e-7,0.00011450288,0.085699044,0.103686966],"study_design_scores_gemma":[0.0014500504,0.00007073419,0.85939264,0.0002146587,0.000002833968,0.0004486214,0.0026785766,0.00023577118,3.1004876e-7,0.00019520863,0.1352251,0.000085476575],"about_ca_topic_score_codex":0.019881118,"about_ca_topic_score_gemma":0.09614065,"teacher_disagreement_score":0.257117,"about_ca_system_score_codex":0.0076166973,"about_ca_system_score_gemma":0.014753236,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W2770542071","doi":"10.1016/j.socscimed.2017.11.034","title":"The possible worlds of global health research: An ethics-focused discourse analysis","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia, Okanagan Campus; University of British Columbia; Interior Health; St. Michael's Hospital","funders":"National Institute on Minority Health and Health Disparities; University of Toronto; International Development Research Centre; Bill and Melinda Gates Foundation","keywords":"Sociology; Discourse ethics; Public health; Discourse analysis; Social science; Political science; Medicine; Law; Philosophy; Linguistics; Nursing","score_opus":0.23058013782672993,"score_gpt":0.5655635509483811,"score_spread":0.33498341312165114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770542071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76965994,0.00067715434,0.000113105714,0.20789076,0.0006477409,0.00036586315,0.000016627358,0.000027622467,0.020601168],"genre_scores_gemma":[0.99710196,0.00018689064,0.000025839388,0.0016571144,0.00068173296,0.0000072074954,0.0000057724155,0.0000051324814,0.00032837226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99461424,0.00039637918,0.00049700093,0.00040332496,0.0028914167,0.0011976314],"domain_scores_gemma":[0.996456,0.00030856242,0.00036590162,0.00091002695,0.0009516124,0.0010078487],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.025657715,0.00012230269,0.0005777472,0.00018985374,0.0066177268,0.00007929327,0.00087432895,0.00010633413,0.000045393273],"category_scores_gemma":[0.0062201647,0.00007039241,0.00012129382,0.0029125325,0.011519224,0.00023596059,0.00011535521,0.00067836815,0.000005256335],"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":[0.0004737915,0.00025426576,0.6562871,0.00010416604,0.00011197418,0.000033109132,0.017864645,9.376555e-7,0.00021161517,0.09165923,0.008846781,0.22415243],"study_design_scores_gemma":[0.0008497333,0.000621631,0.9838657,0.00013861533,0.00011593608,0.0000037785273,0.005766052,0.00015759534,0.000019018598,0.006177379,0.0022023642,0.000082208375],"about_ca_topic_score_codex":0.010698793,"about_ca_topic_score_gemma":0.005564911,"teacher_disagreement_score":0.32757863,"about_ca_system_score_codex":0.00051974546,"about_ca_system_score_gemma":0.005150632,"threshold_uncertainty_score":0.99588907},"labels":[],"label_agreement":null},{"id":"W2773935888","doi":"10.1097/01.eem.0000527937.04561.c2","title":"GOING GLOBAL","year":2017,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Global Health and Surgery","field":"Medicine","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":"Health care; Family medicine; Interpreter; Medicine; Government (linguistics); Work (physics); Geography; Nursing; Political science","score_opus":0.06392767085887933,"score_gpt":0.40873597570065995,"score_spread":0.3448083048417806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773935888","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":[0.3521674,0.0025348451,0.00016694567,0.02809414,0.008487652,0.0003157005,0.0000062819063,0.00011078839,0.60811627],"genre_scores_gemma":[0.9778574,0.0017503969,0.00019506115,0.0019598966,0.00309972,0.000013478085,0.000019742105,0.00001736009,0.015086925],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818397,0.000025655745,0.00052740047,0.00029751557,0.0004156132,0.0005498407],"domain_scores_gemma":[0.9981194,0.000016989665,0.00020925928,0.00090237154,0.00012051103,0.0006314695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038236243,0.0001770324,0.00043276045,0.000041952884,0.00038437604,0.000004372094,0.00020530836,0.00009505655,0.0052111913],"category_scores_gemma":[0.0015811699,0.00013077106,0.0001158495,0.00011251977,0.00011951716,0.00010204955,0.00005932904,0.00016761599,0.00053813786],"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":[0.00009756868,0.000039652597,0.5363719,0.00010019831,0.00001903211,0.000062679384,0.00004394219,1.09881235e-7,0.00010542762,0.0012764286,0.4470297,0.014853334],"study_design_scores_gemma":[0.0011097615,0.0002345298,0.48993015,0.00018106027,0.000060137525,0.000058727826,0.00007379698,0.00004984688,0.0000144373735,0.000904017,0.5072697,0.000113866714],"about_ca_topic_score_codex":0.0016603016,"about_ca_topic_score_gemma":0.00027174348,"teacher_disagreement_score":0.62569004,"about_ca_system_score_codex":0.00007816188,"about_ca_system_score_gemma":0.0001407259,"threshold_uncertainty_score":0.99569815},"labels":[],"label_agreement":null},{"id":"W2774399707","doi":"10.1111/geb.12689","title":"In gratitude for altruistic peer reviewers ‐ Reviewer and Associate Editor awards 2017","year":2017,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"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":"Gratitude; Function (biology); Psychology; Publication; Computer science; Social psychology; Political science; Law; Biology","score_opus":0.016304073188835262,"score_gpt":0.3389570311325946,"score_spread":0.32265295794375937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774399707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8607057,0.05207951,0.000016334174,0.049400397,0.026436463,0.0031575365,0.0010822129,0.0000681345,0.007053734],"genre_scores_gemma":[0.9425695,0.035887577,0.0011113553,0.016305083,0.0033968894,0.00021433094,0.00012501674,0.0000144767455,0.00037580484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986264,0.000057740617,0.00032394638,0.00033818104,0.00014932701,0.00050436973],"domain_scores_gemma":[0.99881977,0.00009377165,0.00019288184,0.00028057987,0.00032972795,0.00028329002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012408484,0.00017057639,0.0006002042,0.00007557906,0.0003701796,0.00003564151,0.00009438616,0.00026048027,0.000017857315],"category_scores_gemma":[0.0026411584,0.00013641147,0.0001482065,0.000097013115,0.00030984834,0.00009044536,0.0000588999,0.00013115679,0.0000094728275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011539398,0.00005417492,0.72910196,0.00033546315,0.000039078266,0.000026577518,0.000005474005,6.8152257e-9,9.404012e-7,0.00058109534,0.26747698,0.0022628536],"study_design_scores_gemma":[0.00088361045,0.00019005919,0.63982445,0.00011695338,0.00008737103,0.000022632334,0.000007585378,0.000002983506,6.0347355e-7,0.0018161339,0.35695764,0.00008994168],"about_ca_topic_score_codex":0.00026378827,"about_ca_topic_score_gemma":0.00073438557,"teacher_disagreement_score":0.08948068,"about_ca_system_score_codex":0.00003964758,"about_ca_system_score_gemma":0.00010211887,"threshold_uncertainty_score":0.5562698},"labels":[],"label_agreement":null},{"id":"W2774546430","doi":"10.1017/s104795111700261x","title":"Medical missions for the provision of paediatric cardiac surgery in low- and middle-income countries","year":2017,"lang":"en","type":"review","venue":"Cardiology in the Young","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"Interim; Medicine; TRIPS architecture; Medical education; Public relations; Nursing; Political science","score_opus":0.06985503264922953,"score_gpt":0.378618439396251,"score_spread":0.30876340674702146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774546430","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":[0.0011803285,0.9938262,0.0000047631197,0.0008367386,0.0016792561,0.002050332,0.000136872,0.00000890741,0.00027658147],"genre_scores_gemma":[0.006758937,0.99181366,0.0000058113706,0.00015129952,0.00072918466,0.00040011108,0.00007942697,0.000021289925,0.00004026418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690855,0.0008966269,0.0009865024,0.0003288327,0.00034486278,0.000534615],"domain_scores_gemma":[0.98875886,0.00986532,0.00038716456,0.00074483507,0.00008670975,0.0001571189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008114076,0.00028035793,0.0033209645,0.00027352216,0.000162028,0.0000111364425,0.00033195224,0.0007723834,0.0000040931395],"category_scores_gemma":[0.0058805477,0.00013379121,0.0007903512,0.00021373692,0.00044315605,0.000027123284,0.00010288604,0.00071080873,0.0000039782753],"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":[0.00045967486,0.00008404521,0.32097915,0.18651606,0.0007637481,0.0030501045,0.00051863573,0.0000010234216,2.9166683e-8,0.00052434136,0.015377987,0.4717252],"study_design_scores_gemma":[0.00043510177,0.000082813895,0.027660076,0.037812185,0.0012112017,0.002554811,0.00014317472,0.000012175565,4.7159695e-8,0.00010035885,0.9297428,0.0002452626],"about_ca_topic_score_codex":0.000077521814,"about_ca_topic_score_gemma":0.000013467384,"teacher_disagreement_score":0.9143648,"about_ca_system_score_codex":0.00008957519,"about_ca_system_score_gemma":0.0017276909,"threshold_uncertainty_score":0.7039989},"labels":[],"label_agreement":null},{"id":"W2774659593","doi":"10.7191/jgr.2017.1048","title":"Impact of Trust on Global Health and Global Radiology Initiatives","year":2017,"lang":"en","type":"article","venue":"Journal of Global Radiology","topic":"Global Health and Surgery","field":"Medicine","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; Centre hospitalier universitaire de Québec","funders":"","keywords":"Global health; Business; Radiology; Public relations; Medicine; Political science; Nursing; Public health","score_opus":0.027667829464269964,"score_gpt":0.4135939854576537,"score_spread":0.3859261559933837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774659593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781881,0.0062414645,0.00009202893,0.00477899,0.001229355,0.00021440405,0.00030347318,0.00001200423,0.008940161],"genre_scores_gemma":[0.994651,0.0021649837,0.00043211004,0.002167701,0.00056145136,0.0000011267362,0.000008034623,0.000006779531,0.000006806888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971428,0.0003688971,0.0011063261,0.00028164042,0.00029624652,0.0008040946],"domain_scores_gemma":[0.99618775,0.00014270024,0.0017188512,0.00043767333,0.0003153236,0.0011976961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305489,0.0002979484,0.0016651959,0.000059156384,0.00021440053,0.000019391353,0.00030973012,0.00031787896,0.00003878558],"category_scores_gemma":[0.001835852,0.00021330772,0.00044449448,0.00015331751,0.00069718476,0.0001777507,0.00007376342,0.00033993972,0.00000816134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057503115,0.00023718801,0.95425457,0.000075479606,0.00037448062,0.0004466399,0.000040817842,0.0000119901715,0.000010766269,0.009088792,0.01497821,0.014730754],"study_design_scores_gemma":[0.0038166605,0.0110038975,0.9596444,0.00016727751,0.00006098473,0.02038789,0.00009708385,0.000024702998,0.0000014987144,0.0037000487,0.00097561086,0.00011995418],"about_ca_topic_score_codex":0.00042032552,"about_ca_topic_score_gemma":0.000042092088,"teacher_disagreement_score":0.01994125,"about_ca_system_score_codex":0.0015635256,"about_ca_system_score_gemma":0.002715892,"threshold_uncertainty_score":0.86984366},"labels":[],"label_agreement":null},{"id":"W2774691963","doi":"10.1186/s12913-017-2638-9","title":"“It takes more than a fellowship program”: reflections on capacity strengthening for health systems research in sub-Saharan Africa","year":2017,"lang":"en","type":"editorial","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"African Population and Health Research Center; Department for International Development; International Development Research Centre; London School of Hygiene and Tropical Medicine; Styrelsen för Internationellt Utvecklingssamarbete; William and Flora Hewlett Foundation; Bill and Melinda Gates Foundation; John D. and Catherine T. MacArthur Foundation; Ford Foundation","keywords":"Capacity building; Nursing research; Attendance; Psychological intervention; Productivity; Sustainability; Health administration; Public relations; Political science; Health services research; Medicine; Economic growth; Public health; Medical education; Nursing","score_opus":0.2867859453299649,"score_gpt":0.5470920489425876,"score_spread":0.2603061036126227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774691963","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":[0.01814118,0.06089896,0.000036535796,0.03216117,0.7891548,0.07349607,0.0070941322,0.0011151612,0.01790194],"genre_scores_gemma":[0.04616891,0.025785198,0.0020775339,0.0012181875,0.88976336,0.02150521,0.0067180838,0.00070626294,0.0060572773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97524136,0.005590014,0.0024013296,0.0022533878,0.0074594985,0.007054398],"domain_scores_gemma":[0.97895414,0.0102654295,0.0008952542,0.002697958,0.0038259726,0.0033612526],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.04581947,0.00079148577,0.0026179552,0.0034258508,0.0042931903,0.00065357995,0.0014915694,0.0019956797,0.0000105688205],"category_scores_gemma":[0.0027975712,0.0007175706,0.0003893984,0.0023728104,0.0005275269,0.00023521068,0.00024785605,0.009547124,0.00014356255],"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":[0.0044578826,0.0012704557,0.0008179654,0.091734335,0.000059640264,0.00005279677,0.005254069,0.000012254547,0.0000030757815,0.00004752453,0.8907895,0.0055004666],"study_design_scores_gemma":[0.002442571,0.00588524,0.0016805496,0.024400437,0.000010899565,0.000010840688,0.004672331,0.0011706635,0.0000026715222,0.00007256877,0.95925957,0.00039163086],"about_ca_topic_score_codex":0.044707958,"about_ca_topic_score_gemma":0.05273995,"teacher_disagreement_score":0.10060849,"about_ca_system_score_codex":0.0055518844,"about_ca_system_score_gemma":0.028433861,"threshold_uncertainty_score":0.9995275},"labels":[],"label_agreement":null},{"id":"W2776193255","doi":"10.3389/fped.2017.00277","title":"Challenges and Priorities for Pediatric Critical Care Clinician-Researchers in Low- and Middle-Income Countries","year":2017,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; BC Children's Hospital","funders":"National Institute of Neurological Disorders and Stroke; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Mentorship; Psychological intervention; Respondent; Workload; Health care; Developing country; Nursing; Documentation; Descriptive statistics; Medical education; Family medicine; Political science; Economic growth","score_opus":0.09142223518929574,"score_gpt":0.3873466619200379,"score_spread":0.29592442673074215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776193255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75562555,0.23785308,0.00004435931,0.0032821877,0.0016625642,0.0006679567,0.00006508243,0.000023319524,0.000775878],"genre_scores_gemma":[0.8539706,0.14173405,0.003096956,0.00018533053,0.0008658314,0.000051280014,0.0000049424602,0.000021882941,0.00006911626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981203,0.000059719165,0.00042442023,0.00039163095,0.00029518388,0.00070873904],"domain_scores_gemma":[0.9983501,0.0006997431,0.00008749817,0.00031434096,0.00018056056,0.0003677906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010221901,0.00017318423,0.00052056514,0.0004429189,0.00020759129,0.00006660723,0.00012926536,0.00028621804,0.000001539239],"category_scores_gemma":[0.0043998715,0.00017229447,0.00005214372,0.00009333725,0.00029804205,0.00020060362,0.00009656954,0.0003650877,0.0000012878163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038499924,0.00002568762,0.98184884,0.010244291,0.0000031488778,0.00008740324,0.0010917208,1.8054753e-7,1.3130028e-8,0.00041763653,0.00054458407,0.0053514815],"study_design_scores_gemma":[0.0024524454,0.0002922142,0.9886049,0.00026430105,0.000066964654,0.000008517603,0.0042373184,0.00012922577,7.5027896e-7,0.0017938354,0.0019425472,0.00020695526],"about_ca_topic_score_codex":0.000062798135,"about_ca_topic_score_gemma":0.00016145599,"teacher_disagreement_score":0.09834504,"about_ca_system_score_codex":0.0001377227,"about_ca_system_score_gemma":0.00041146253,"threshold_uncertainty_score":0.7025965},"labels":[],"label_agreement":null},{"id":"W2776952752","doi":"10.1155/2017/5109895","title":"Cost-Effectiveness Analysis of Total Hip Arthroplasty Performed by a Canadian Short-Stay Surgical Team in Ecuador","year":2017,"lang":"en","type":"article","venue":"Advances in Orthopedics","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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 Economics; University of Alberta","funders":"","keywords":"Medicine; Excellence; Total hip arthroplasty; Orthopedic surgery; Health care; Direct cost; Surgery; Cost effectiveness; Waiting list; Operations management; Indirect costs; Engineering; Management","score_opus":0.022916836827190742,"score_gpt":0.356969491389502,"score_spread":0.33405265456231126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776952752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900549,0.0019771925,0.00001526482,0.00009261013,0.0003452205,0.00058805564,0.00016345149,0.000011061968,0.0067522614],"genre_scores_gemma":[0.99680036,0.0026811454,0.000066720815,0.000086527754,0.000049689104,0.00006543934,0.00013995085,0.00001341812,0.00009671901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802655,0.000105870415,0.0005088682,0.00034816787,0.00033672396,0.0006737998],"domain_scores_gemma":[0.9984353,0.00030190469,0.00012582348,0.0004707032,0.00010159136,0.00056464813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009334675,0.00018547369,0.0008348195,0.00049343536,0.00013055507,0.00001295258,0.00009741113,0.00016680594,0.00010151083],"category_scores_gemma":[0.0005873082,0.00016456416,0.00015218163,0.0005986149,0.00022884017,0.00027458204,0.000038707774,0.00034406126,0.0000049859964],"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":[0.00036806084,0.000121882294,0.87833834,0.000115787196,0.00005465524,0.0004255195,0.000059782767,0.0002330551,0.0000023745708,0.000020207752,0.000041071762,0.12021925],"study_design_scores_gemma":[0.0016286976,0.00019137186,0.96873933,0.00019165213,0.00015279099,0.000025277424,0.00024590635,0.0018663272,0.00007347477,0.000010565559,0.026682122,0.00019249505],"about_ca_topic_score_codex":0.027835134,"about_ca_topic_score_gemma":0.38247702,"teacher_disagreement_score":0.35464188,"about_ca_system_score_codex":0.0003342526,"about_ca_system_score_gemma":0.00063197775,"threshold_uncertainty_score":0.9786386},"labels":[],"label_agreement":null},{"id":"W2780415708","doi":"10.11143/fennia.66683","title":"Reclaiming value from academic labor: commentary by the Editors of Human Geography","year":2017,"lang":"en","type":"article","venue":"Fennia","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Publishing; Publication; Value (mathematics); Media studies; Public relations; Sociology; Political science; Law; Computer science","score_opus":0.021153202944042552,"score_gpt":0.3315565693176629,"score_spread":0.31040336637362037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780415708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690057,0.0013820952,0.0000018992542,0.025747197,0.0021577734,0.00017999638,0.00016579966,0.000024251727,0.0013352672],"genre_scores_gemma":[0.9879371,0.00014636919,0.00005695139,0.008062638,0.00358253,0.0000085258525,0.000111917754,0.000011978146,0.00008200781],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99904174,0.000048581234,0.00025457356,0.00014732838,0.00023651113,0.00027124357],"domain_scores_gemma":[0.99893796,0.00012895012,0.00018549722,0.0005428394,0.000045259025,0.0001594616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035243438,0.00009706835,0.00023626538,0.000034622066,0.0004934772,0.000011305655,0.00024192431,0.00012440514,0.00007056766],"category_scores_gemma":[0.000094603056,0.0000674724,0.00008471254,0.000045011268,0.00015967552,0.00006597272,0.00006754907,0.0003681132,0.000014145643],"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":[0.000038450213,0.000023295877,0.40710983,0.000020809877,0.000024682078,0.00000354664,0.00009034947,4.1071406e-8,0.0018867507,0.000025995354,0.58968234,0.0010938913],"study_design_scores_gemma":[0.00066685514,0.000085988875,0.6442622,0.0001973946,0.00006969476,0.0000021014096,0.0001421362,0.000011083313,0.0020491981,0.0006544768,0.35177886,0.00008001316],"about_ca_topic_score_codex":0.005304347,"about_ca_topic_score_gemma":0.00001517675,"teacher_disagreement_score":0.23790349,"about_ca_system_score_codex":0.000024814748,"about_ca_system_score_gemma":0.000029941042,"threshold_uncertainty_score":0.8018621},"labels":[],"label_agreement":null},{"id":"W2781053588","doi":"10.1212/wnl.0000000000000635","title":"International electives in neurology training: A survey of US and Canadian program directors","year":2014,"lang":"en","type":"letter","venue":"Neurology","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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":"Writ; Workforce; Medical education; Political science; Medicine; Psychology; Law","score_opus":0.03871035431006308,"score_gpt":0.309177325582405,"score_spread":0.2704669712723419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781053588","genre_codex":"empirical","genre_gemma":"commentary","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":[0.6384336,0.00007481197,2.675214e-7,0.3567364,0.00090690213,0.00033988626,0.000041130683,0.000022437358,0.0034445731],"genre_scores_gemma":[0.48789847,0.000050145463,0.000007909244,0.5113765,0.00034763693,0.00003026948,0.00023861414,0.000021139136,0.000029341903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777114,0.0005814398,0.000377791,0.00044495688,0.00014195312,0.0006826858],"domain_scores_gemma":[0.99876916,0.00059192866,0.00013347498,0.00018142094,0.000112084126,0.0002118976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041346077,0.0001985237,0.00069868815,0.00063571497,0.000019155097,0.000004663244,0.0001167607,0.00090880116,0.00005155332],"category_scores_gemma":[0.00065674237,0.00019415402,0.000051202667,0.00018321954,0.00019311093,0.000013749067,0.000022786337,0.0017017105,0.000003836687],"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":[0.0007010832,0.000037129696,0.84530884,0.000086049695,0.000034033048,0.0016503129,0.000063787455,5.703116e-7,0.0000034228992,0.0000058742835,0.14010246,0.012006442],"study_design_scores_gemma":[0.0002876331,0.0009705661,0.5207197,0.0000053177428,0.0000069117737,0.0003370472,1.5219e-7,0.00005637244,3.0287066e-7,0.0000096743315,0.47755498,0.000051311104],"about_ca_topic_score_codex":0.29874444,"about_ca_topic_score_gemma":0.31284288,"teacher_disagreement_score":0.33745253,"about_ca_system_score_codex":0.000024206274,"about_ca_system_score_gemma":0.0006211651,"threshold_uncertainty_score":0.79173714},"labels":[],"label_agreement":null},{"id":"W2782416617","doi":"10.1016/s0140-6736(18)30002-3","title":"A snapshot of surgical outcomes and needs in Africa","year":2018,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Scopus; Commission; Global health; Psychological intervention; Health care; Medicine; Population; Injustice; Political science; Family medicine; Library science; MEDLINE; Nursing; Environmental health; Law","score_opus":0.05554679290833968,"score_gpt":0.3178049358860359,"score_spread":0.26225814297769623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782416617","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":[0.090232775,0.0010238615,1.7806404e-7,0.8680901,0.00023549497,0.00019447795,0.000045450317,0.000012845648,0.04016484],"genre_scores_gemma":[0.11690162,0.0007865642,0.000066732224,0.8704563,0.0072626495,0.000020004352,0.00015065611,0.00002480003,0.0043306965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989414,0.00007851115,0.00024880326,0.00011240396,0.00020585442,0.00041303085],"domain_scores_gemma":[0.9991419,0.0003265656,0.00007406752,0.00037792503,0.000028823128,0.00005072074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046913954,0.00012369415,0.0008992773,0.00010076804,0.000016077269,0.000004666627,0.0001070068,0.00026749237,0.00018494732],"category_scores_gemma":[0.0000643444,0.000066891276,0.00006540076,0.00015432465,0.00013441473,0.000009075183,0.00003996271,0.0006683737,0.000015185755],"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":[0.0001590302,0.000010699793,0.050650116,0.0003488694,0.000018139432,0.00025647666,0.0001611813,9.818833e-9,5.8689716e-7,0.00004572003,0.9481804,0.00016881441],"study_design_scores_gemma":[0.0009930764,0.00006475658,0.027661232,0.00017188623,0.000025633768,0.000072691466,0.000016180778,0.0000031451546,0.0000017929542,0.0002108611,0.97071743,0.0000613205],"about_ca_topic_score_codex":0.00009019147,"about_ca_topic_score_gemma":0.000005186695,"teacher_disagreement_score":0.035834145,"about_ca_system_score_codex":0.000019334011,"about_ca_system_score_gemma":0.000066980174,"threshold_uncertainty_score":0.29037884},"labels":[],"label_agreement":null},{"id":"W2782431511","doi":"10.1016/s0140-6736(18)30001-1","title":"Perioperative patient outcomes in the African Surgical Outcomes Study: a 7-day prospective observational cohort study","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":586,"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; Population Health Research Institute","funders":"National Institute for Health and Care Research","keywords":"Medicine; Perioperative; Observational study; Cohort; Population; Cohort study; Prospective cohort study; Emergency medicine; Pediatrics; Surgery; Internal medicine; Environmental health","score_opus":0.06320496158194977,"score_gpt":0.3646308702866013,"score_spread":0.3014259087046515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782431511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97281957,0.000026884345,0.0000010312226,0.015409539,0.00022363113,0.0034609728,0.000020634368,0.00003548759,0.008002266],"genre_scores_gemma":[0.994246,0.0000031972831,0.000018434754,0.0045248005,0.00031761982,0.00048879744,0.0000067831947,0.00000940766,0.00038497554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977279,0.00061804324,0.0003544666,0.00026593654,0.0006350087,0.00039864864],"domain_scores_gemma":[0.99854416,0.0006082679,0.000074277385,0.0005333058,0.000167394,0.000072625095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078578,0.00016632261,0.0007056451,0.000039116007,0.00022735422,0.000032030475,0.00021173312,0.000031294494,0.000089158144],"category_scores_gemma":[0.00046686633,0.000070976064,0.000067140034,0.0003216457,0.0001385254,0.00004751171,0.00006389757,0.00028673798,0.000050277253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003951544,0.0014097445,0.9710211,0.0000037804064,0.00010285849,0.000087767155,0.024632795,7.2999336e-7,3.6162953e-7,0.00052974455,0.001581655,0.00023426839],"study_design_scores_gemma":[0.0024937498,0.0012875733,0.9747252,0.000009292545,0.00003931513,0.000009955876,0.016948812,0.000022613222,0.0000010357775,0.00007153559,0.004309103,0.00008182071],"about_ca_topic_score_codex":0.0005339359,"about_ca_topic_score_gemma":0.0008832841,"teacher_disagreement_score":0.021426432,"about_ca_system_score_codex":0.00011480424,"about_ca_system_score_gemma":0.0001266969,"threshold_uncertainty_score":0.289432},"labels":[],"label_agreement":null},{"id":"W2782586068","doi":"10.1192/s174936760000686x","title":"Postgraduate psychiatry training for global mental health: a Canadian experience","year":2004,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Global health; Specialty; Mental health; Global mental health; Context (archaeology); Globalization; International health; Curriculum; Health care; Perspective (graphical); Medical education; Medicine; Political science; Nursing; Health policy; Public relations; Psychology; Family medicine; Public health; Psychiatry; Pedagogy; Geography","score_opus":0.036551547176948924,"score_gpt":0.37236608974132973,"score_spread":0.3358145425643808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782586068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5807662,0.0011488269,0.00058238965,0.3819609,0.022086924,0.0008059379,0.0006587903,0.00010288266,0.011887172],"genre_scores_gemma":[0.9348845,0.000039610808,0.020195412,0.043335706,0.0010132343,0.000054429845,0.00029339784,0.000018284665,0.00016543394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823093,0.000010445311,0.00042928764,0.0003432467,0.0003379058,0.00064819533],"domain_scores_gemma":[0.9987436,0.000008284414,0.00010544888,0.00017355093,0.00010950988,0.00085962954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016523249,0.00016941926,0.00022791435,0.00012498628,0.0002192463,0.00002891335,0.00016862954,0.000084188265,0.00006531545],"category_scores_gemma":[0.00004832765,0.0001704244,0.00017997983,0.00017123188,0.000047883383,0.00010242469,0.000013089126,0.000130418,0.000045965477],"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":[0.0018519231,0.0009869759,0.4091243,0.0002831055,0.00026882155,0.000027324451,0.0031063235,0.000051084582,0.000023620196,0.40674803,0.14587535,0.031653125],"study_design_scores_gemma":[0.015802115,0.0017655852,0.45698217,0.001736316,0.0000442974,0.0026432793,0.006415027,0.00037767715,0.000013933469,0.09969742,0.41355845,0.0009637225],"about_ca_topic_score_codex":0.022057319,"about_ca_topic_score_gemma":0.07804302,"teacher_disagreement_score":0.35411832,"about_ca_system_score_codex":0.0008859416,"about_ca_system_score_gemma":0.0035961417,"threshold_uncertainty_score":0.9844549},"labels":[],"label_agreement":null},{"id":"W2782782568","doi":"10.1016/s2214-109x(17)30499-0","title":"Equitable access to global health internships: a documentary short","year":2018,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"European Commission; Department for International Development; Government of the United Kingdom; Consumers, Health and Food Executive Agency; Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Internship; Scopus; Mandate; Global health; Workforce; Political science; Public relations; Public health; Economic growth; Medicine; Business; Medical education; MEDLINE; Nursing; Economics; Law","score_opus":0.09507872596126425,"score_gpt":0.45673560358693494,"score_spread":0.36165687762567067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782782568","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":[0.00325383,0.0061920676,0.00030788308,0.96215856,0.005309611,0.0035210385,0.0033940885,0.00046278146,0.015400167],"genre_scores_gemma":[0.00977562,0.001887727,0.0006019323,0.95953876,0.025661418,0.0001560865,0.0015472509,0.00007450636,0.00075667823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887969,0.00084239995,0.0016884342,0.0013879404,0.0017254537,0.005558904],"domain_scores_gemma":[0.9946965,0.00015708222,0.0005424665,0.0023235986,0.00027726954,0.0020030634],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003710237,0.0009657104,0.003088384,0.000118329765,0.000687929,0.00026590406,0.001905731,0.00070165546,0.0003558654],"category_scores_gemma":[0.0001660324,0.00069679244,0.0004134456,0.0013165039,0.00024122046,0.00022460669,0.0011146354,0.0022556244,0.001075155],"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":true,"study_design_scores_codex":[0.0008864214,0.00008954576,0.01749813,0.002145276,0.00015837591,0.00027090896,0.00007888991,0.0000010903794,3.918031e-8,0.00022562192,0.95346695,0.025178751],"study_design_scores_gemma":[0.0009375617,0.0015829433,0.023935016,0.0021691308,0.00007039629,0.00069187174,0.0000647763,0.000012560018,5.991988e-7,0.0021751246,0.9678895,0.00047054433],"about_ca_topic_score_codex":0.020726282,"about_ca_topic_score_gemma":0.0041762125,"teacher_disagreement_score":0.024708208,"about_ca_system_score_codex":0.009310434,"about_ca_system_score_gemma":0.006974696,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W2784010434","doi":"10.4045/tidsskr.17.0656","title":"Migrant health is global health","year":2017,"lang":"no","type":"article","venue":"Tidsskrift for Den norske legeforening","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"","keywords":"Global health; Environmental health; Medicine; Public health; Nursing","score_opus":0.035648951627824325,"score_gpt":0.3899025071038981,"score_spread":0.3542535554760738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784010434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46466535,0.10319923,0.01022335,0.35479113,0.027287006,0.012597679,0.008513731,0.0009785049,0.017744018],"genre_scores_gemma":[0.9471933,0.0014871447,0.0054189637,0.035055038,0.0040469784,0.00014398256,0.00047909518,0.00017007705,0.0060053924],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903917,0.00021507125,0.002233712,0.0014671483,0.0011799338,0.0045124646],"domain_scores_gemma":[0.9913131,0.00022726222,0.002279943,0.0025132494,0.00038434696,0.0032820862],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036517354,0.0009958934,0.0025009627,0.00021105309,0.0046282904,0.00040835686,0.0010720205,0.00054331025,0.00025625524],"category_scores_gemma":[0.00078197056,0.00094799435,0.0009927149,0.0003057697,0.00047449954,0.00048441536,0.00034402468,0.000855084,0.0006469098],"study_design_candidate":"not_applicable","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":[0.0017600338,0.00041211,0.22213817,0.0048329425,0.00041735196,0.00012829553,0.004224251,0.0000060159855,0.000005589321,0.0064818827,0.36882335,0.39077],"study_design_scores_gemma":[0.008970794,0.004078717,0.19601443,0.0056869187,0.00030352542,0.0003914926,0.0010932107,0.0027676413,0.000050984414,0.0020596893,0.7773211,0.0012614839],"about_ca_topic_score_codex":0.027705932,"about_ca_topic_score_gemma":0.0039657857,"teacher_disagreement_score":0.48252797,"about_ca_system_score_codex":0.0018030736,"about_ca_system_score_gemma":0.005734308,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W2785441644","doi":"10.12927/whp.2017.25310","title":"Facing a Paradigm Shift in the Sustainable Development Goal Era","year":2017,"lang":"en","type":"article","venue":"World health & population","topic":"Global Health and Surgery","field":"Medicine","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":"University of Victoria; Dalhousie University","funders":"","keywords":"Sustainable development; Paradigm shift; Global health; Economic growth; Political science; Health care; Economics","score_opus":0.0313273808137766,"score_gpt":0.35186094397827083,"score_spread":0.3205335631644942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785441644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284051,0.0005008224,0.00014911857,0.06665788,0.00028093497,0.0011530844,0.0000011918111,0.0000411666,0.002810668],"genre_scores_gemma":[0.99257684,0.000018021807,0.00032756352,0.006104197,0.00013447372,0.00004637065,0.00006886912,0.000008981861,0.000714685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998274,0.000093476905,0.00047440446,0.00019379964,0.00028350277,0.0006807888],"domain_scores_gemma":[0.9991257,0.000055560275,0.00022274538,0.0003804466,0.000020003728,0.00019555453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015965431,0.00010733971,0.00025562925,0.00016810853,0.00096427725,0.000053289936,0.00010071504,0.00004303349,0.000019136887],"category_scores_gemma":[0.00012626237,0.00008085404,0.000034412442,0.00016080569,0.00001760167,0.00014722394,0.0000258823,0.00026872384,0.000025491647],"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":[0.00012956449,0.00006850256,0.9445915,0.0004578759,0.0000032306004,0.000052802316,0.002325213,0.000014333318,2.2361348e-7,0.026887225,0.0023076478,0.02316184],"study_design_scores_gemma":[0.0004860107,0.000030798023,0.9319963,0.00015449592,0.000002681273,0.0000065266076,0.00021125245,0.00009093126,6.8340705e-7,0.002444049,0.06451196,0.00006432387],"about_ca_topic_score_codex":0.010455531,"about_ca_topic_score_gemma":0.010764168,"teacher_disagreement_score":0.0641717,"about_ca_system_score_codex":0.0005281043,"about_ca_system_score_gemma":0.00056861545,"threshold_uncertainty_score":0.9961339},"labels":[],"label_agreement":null},{"id":"W2786598003","doi":"10.1186/s12992-018-0339-8","title":"From Kisiizi to Baltimore: cultivating knowledge brokers to support global innovation for community engagement in healthcare","year":2018,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; Institute on Governance","funders":"Patient-Centered Outcomes Research Institute; Johns Hopkins University; World Health Organization","keywords":"Community engagement; Context (archaeology); Public relations; Health care; Health services research; Business; Economic growth; Medicine; Political science; Economics","score_opus":0.12986097209070155,"score_gpt":0.4452299938819701,"score_spread":0.3153690217912686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786598003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246425,0.00017031487,0.017133959,0.051317923,0.00076919945,0.0031315796,0.00045310624,0.00013156475,0.0022498218],"genre_scores_gemma":[0.92117226,0.00003255426,0.0061730584,0.07128681,0.00027537753,0.00007025368,0.00092848676,0.000012912058,0.000048277514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780524,0.00027805284,0.0007712994,0.0003207002,0.00021439178,0.0006103202],"domain_scores_gemma":[0.99827564,0.00006365869,0.0001444395,0.0002656608,0.0005975301,0.0006530984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021511118,0.00017270257,0.0004093133,0.00019352355,0.00050819805,0.000026240514,0.000080990656,0.000107670414,0.000034446075],"category_scores_gemma":[0.00058575574,0.00017755052,0.000028166494,0.0016828012,0.000032497468,0.00006934083,0.00008139305,0.00016546057,0.000035884026],"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":[0.0010075563,0.00046462545,0.62791187,0.0011463187,0.000021795475,0.0000022405761,0.007601206,0.000008746353,0.0000714666,0.027114103,0.20212965,0.1325204],"study_design_scores_gemma":[0.0030041735,0.0024672851,0.8657563,0.0006098499,0.000009993945,0.0000062618014,0.0023574838,0.0005367917,0.00005110433,0.0015063835,0.12344815,0.00024628016],"about_ca_topic_score_codex":0.01600343,"about_ca_topic_score_gemma":0.008717564,"teacher_disagreement_score":0.23784436,"about_ca_system_score_codex":0.0010339079,"about_ca_system_score_gemma":0.0009125969,"threshold_uncertainty_score":0.9905491},"labels":[],"label_agreement":null},{"id":"W2786610505","doi":"10.1186/s12992-018-0330-4","title":"Guidelines for responsible short-term global health activities: developing common principles","year":2018,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"Lehigh University","keywords":"Public relations; Health services research; Host (biology); Global health; Guideline; Enforcement; Health policy; Incentive; Political science; Health care; Business; Medicine; Law; Economics","score_opus":0.3252551977882688,"score_gpt":0.5334988859008035,"score_spread":0.20824368811253474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786610505","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":[0.000022396534,0.98034453,0.005418095,0.008154871,0.00091872254,0.0035819225,0.00077696535,0.00019598386,0.000586513],"genre_scores_gemma":[0.0000076010165,0.9696146,0.009080612,0.01790324,0.0007098059,0.0001364608,0.0022162246,0.000049623268,0.00028177947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995267,0.00031738542,0.0021568136,0.00074088003,0.00041808028,0.0010998475],"domain_scores_gemma":[0.99713326,0.000120794975,0.0008157492,0.000468567,0.00047702488,0.0009846188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024677366,0.000557881,0.002907427,0.00020762837,0.00060906267,0.00007186446,0.00014368803,0.00040112584,0.000011725141],"category_scores_gemma":[0.00035495768,0.00047039217,0.00030798273,0.00067935,0.00009866784,0.00009233653,0.00010057317,0.0001754818,0.000011367935],"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":[0.00009908603,0.0000552106,0.0007409765,0.0792144,0.00007281534,0.0000037681966,0.000059955186,3.1518013e-7,2.853392e-9,0.015645277,0.08353162,0.82057655],"study_design_scores_gemma":[0.0004052944,0.0004100685,0.00052250986,0.028123956,0.00009947576,0.00025116274,0.000052756648,0.000050710445,6.694702e-8,0.00019349223,0.96958834,0.00030214974],"about_ca_topic_score_codex":0.00032747857,"about_ca_topic_score_gemma":0.0010111992,"teacher_disagreement_score":0.8860567,"about_ca_system_score_codex":0.0023299558,"about_ca_system_score_gemma":0.01711969,"threshold_uncertainty_score":0.99977475},"labels":[],"label_agreement":null},{"id":"W2787444464","doi":"10.1186/s12992-018-0329-x","title":"Effective practices of international volunteering for health: perspectives from partner organizations","year":2018,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Global Affairs Canada; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Health care; Health promotion; Duration (music); Psychology; Promotion (chess); Public health; Nursing; Medicine; Public relations; Political science","score_opus":0.03000011555201547,"score_gpt":0.4119331096888357,"score_spread":0.3819329941368202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787444464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3835964,0.023768356,0.2874944,0.28008744,0.0044978512,0.007887392,0.0015854287,0.00050537393,0.010577373],"genre_scores_gemma":[0.9864171,0.0018087783,0.0039776163,0.006832313,0.00049675425,0.000022282804,0.00032512238,0.000012958968,0.00010703883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902695,0.000054232485,0.00032247772,0.00021917131,0.00015961053,0.00021752478],"domain_scores_gemma":[0.9984528,0.0000796883,0.00044032297,0.000103013364,0.00069190026,0.00023227459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038769987,0.00008373347,0.0002527298,0.00007708964,0.00018119904,0.000014718279,0.000035438676,0.000047379122,0.00009045746],"category_scores_gemma":[0.0006747828,0.00007820317,0.000026216452,0.00027392549,0.00006770278,0.00009980039,0.000018975476,0.00004567669,0.000005210461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011646288,0.0008120019,0.7258114,0.0015140589,0.0002804985,0.0000015430005,0.0195893,0.000013629458,0.00016256332,0.0907348,0.12530357,0.03461199],"study_design_scores_gemma":[0.0024745143,0.001315219,0.76357573,0.00048249192,0.000035686557,0.000021308415,0.0038708579,0.004479824,0.00012524375,0.00074296596,0.22272015,0.00015603822],"about_ca_topic_score_codex":0.0015046694,"about_ca_topic_score_gemma":0.000468348,"teacher_disagreement_score":0.60282075,"about_ca_system_score_codex":0.00020213785,"about_ca_system_score_gemma":0.0005274767,"threshold_uncertainty_score":0.3189033},"labels":[],"label_agreement":null},{"id":"W2788864150","doi":"10.20344/amp.9863","title":"The Role of Medical Students in Short-Term Experiences in Global Health: A Perspective from São Tomé Island","year":2018,"lang":"en","type":"article","venue":"Acta Médica Portuguesa","topic":"Global Health and Surgery","field":"Medicine","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":"Perspective (graphical); Term (time); Psychology; Medicine; Computer science","score_opus":0.016318103312723282,"score_gpt":0.37164324988536096,"score_spread":0.3553251465726377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788864150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845405,0.005090634,0.0000020525501,0.0049256044,0.0004008237,0.00037384298,0.000027506807,0.000021297308,0.004617709],"genre_scores_gemma":[0.9967245,0.0011150524,0.000016798273,0.0017666226,0.00027913784,0.000044277414,0.00001755103,0.000008719695,0.000027363876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966706,0.00013916081,0.0007015046,0.00036754776,0.0015065469,0.0006146521],"domain_scores_gemma":[0.9987643,0.00018104643,0.00009894881,0.00035504124,0.00009829112,0.00050238374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012826758,0.00016089396,0.0004961474,0.00007582331,0.000081442544,0.000018624585,0.0004557266,0.00017477182,0.00029254702],"category_scores_gemma":[0.0005112869,0.0001114323,0.00007098792,0.00038765176,0.00037638456,0.00007341407,0.00015721997,0.00026927842,0.000008752081],"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":[0.00050486496,0.00047368772,0.96079004,0.000013546269,0.000031212123,0.0001535063,0.011406383,1.110486e-8,0.000015804246,0.00027470835,0.0038310052,0.022505216],"study_design_scores_gemma":[0.0010388548,0.00043275,0.94975764,0.0003416229,0.00000849423,0.000032736294,0.04056128,0.00006738169,0.00004401828,0.00058502314,0.007021627,0.00010855113],"about_ca_topic_score_codex":0.009373929,"about_ca_topic_score_gemma":0.01760422,"teacher_disagreement_score":0.029154899,"about_ca_system_score_codex":0.000351516,"about_ca_system_score_gemma":0.0011353389,"threshold_uncertainty_score":0.9972227},"labels":[],"label_agreement":null},{"id":"W2789203520","doi":"10.7202/1058309ar","title":"Responsible Access to Data in International Field Research: A Case Study from Tanzania","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Tanzania; Research ethics; Narrative; Field (mathematics); Process (computing); Political science; Public relations; Field research; Engineering ethics; Sociology; Computer science; Engineering; Social science; Socioeconomics","score_opus":0.4192326613522013,"score_gpt":0.5229523531353106,"score_spread":0.10371969178310936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789203520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498627,0.0002073433,0.000008727248,0.047155175,0.0011542455,0.0003101192,0.000102096456,0.00000194071,0.0011976637],"genre_scores_gemma":[0.9933841,0.000022892691,0.0002886512,0.0058710533,0.00025238298,0.0000010885294,0.000010657604,0.000008488373,0.00016066329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998304,0.00024463198,0.00041745696,0.00018513906,0.00048133556,0.00036742972],"domain_scores_gemma":[0.99675494,0.000902454,0.00007418328,0.0005127674,0.000548202,0.0012074262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044213394,0.00006896159,0.00022823317,0.0009076011,0.00006173536,0.00008823743,0.0005726211,0.00012929922,0.0005575021],"category_scores_gemma":[0.00433716,0.0000621755,0.000027321155,0.0005068267,0.00005093704,0.00021136014,0.00011075166,0.0011897212,0.000051754032],"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":[0.0007559584,0.00008985359,0.88245356,0.000023324172,0.00004633115,0.060825426,0.0027528303,0.000004218267,0.000035806203,0.00009067834,0.04888867,0.0040333387],"study_design_scores_gemma":[0.007930035,0.005638217,0.5785445,0.0023830852,0.00009060709,0.014352536,0.08380024,0.000714867,0.0003195837,0.0018125529,0.3038467,0.00056706363],"about_ca_topic_score_codex":0.36714038,"about_ca_topic_score_gemma":0.7177593,"teacher_disagreement_score":0.35061893,"about_ca_system_score_codex":0.00028274057,"about_ca_system_score_gemma":0.007995154,"threshold_uncertainty_score":0.99762857},"labels":[],"label_agreement":null},{"id":"W2789416746","doi":"10.1016/j.jpedsurg.2018.03.003","title":"Regarding global pediatric surgery training opportunities","year":2018,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary; McGill University; University of British Columbia; Montreal Children's Hospital; BC Children's Hospital","funders":"","keywords":"Subspecialty; Pediatric surgery; Medicine; Pediatric Surgeon; Plea; Editorial board; Scopus; General surgery; Medical education; MEDLINE; Family medicine; Surgery; Library science; Law; Political science","score_opus":0.12815363758645,"score_gpt":0.3126441012222422,"score_spread":0.1844904636357922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789416746","genre_codex":"commentary","genre_gemma":"editorial","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":[0.3946795,0.05286767,0.00013099627,0.47478694,0.067479715,0.00079741766,0.00047859832,0.00038081646,0.008398361],"genre_scores_gemma":[0.030075934,0.041114602,0.00039064567,0.39460114,0.531586,0.000014870591,0.00030261633,0.00023857348,0.00167562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894562,0.00063191575,0.0042383843,0.00065072684,0.0027855565,0.0022372194],"domain_scores_gemma":[0.9845559,0.0070329146,0.004608138,0.0007018109,0.0018113711,0.0012898527],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0071266913,0.000975089,0.004155525,0.0031119643,0.0002644913,0.00013688522,0.00036670663,0.0019088284,0.0005406718],"category_scores_gemma":[0.005191989,0.0008504553,0.0033000282,0.0017800785,0.00015889747,0.0004775338,0.000105632294,0.0034201627,0.00011209172],"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":[0.00026931215,0.00006795266,0.18543334,0.0016561584,0.00019225871,0.02247259,0.000043797052,4.126158e-7,1.2827466e-7,0.0000016214326,0.7854396,0.0044228346],"study_design_scores_gemma":[0.0006462891,0.00020832405,0.00879858,0.00054858887,0.0030153398,0.006433424,0.00025720175,0.000003116247,0.0000012208865,0.00018482636,0.9788882,0.0010148636],"about_ca_topic_score_codex":0.000033573033,"about_ca_topic_score_gemma":0.0000013571259,"teacher_disagreement_score":0.4641063,"about_ca_system_score_codex":0.00081201224,"about_ca_system_score_gemma":0.012291682,"threshold_uncertainty_score":0.9993946},"labels":[],"label_agreement":null},{"id":"W2789646173","doi":"10.1371/journal.pmed.1002544","title":"Time for high-burden countries to lead the tuberculosis research agenda","year":2018,"lang":"en","type":"editorial","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Tuberculosis; Extensively drug-resistant tuberculosis; Global health; Low and middle income countries; Medicine; Environmental health; Economic growth; MEDLINE; Public health; Developing country; Development economics; Political science; Mycobacterium tuberculosis; Economics; Pathology","score_opus":0.06056352972439744,"score_gpt":0.3966796008912422,"score_spread":0.3361160711668448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789646173","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":[0.0035410724,0.004193053,0.000018326487,0.16656454,0.811184,0.0053186305,0.0009496682,0.00021310424,0.008017604],"genre_scores_gemma":[0.0005247727,0.0012545822,0.00011260197,0.0045325425,0.94646746,0.0005948206,0.001502713,0.00013141474,0.044879094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925346,0.00028885488,0.0009122774,0.0008480314,0.0038496947,0.0015665771],"domain_scores_gemma":[0.9856384,0.008644687,0.00017710614,0.0012454967,0.0035103578,0.0007839865],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0056091943,0.0004906929,0.0015279605,0.0005094905,0.0005495952,0.000032353524,0.0005624276,0.0009815922,0.0015489879],"category_scores_gemma":[0.025244989,0.0002858396,0.00016014447,0.0006937284,0.0010591609,0.000045468663,0.0001714122,0.0015212346,0.0026609919],"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":[0.0016331312,0.000064849104,0.000009069087,0.0016062884,0.00025484952,0.000053011885,0.000823663,1.11871195e-7,0.00011902333,0.00004496783,0.9944843,0.00090675586],"study_design_scores_gemma":[0.0017552666,0.0029085814,0.000030139528,0.002973641,0.0005236034,0.000007661271,0.00026147804,0.000035881792,0.000111872316,0.00023372182,0.99091786,0.00024031749],"about_ca_topic_score_codex":0.0014365949,"about_ca_topic_score_gemma":0.00008687451,"teacher_disagreement_score":0.162032,"about_ca_system_score_codex":0.00055903185,"about_ca_system_score_gemma":0.0017907042,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W2789666167","doi":"10.2106/jbjs.16.00723","title":"Global Forum: Spine Research and Training in Underserved, Low and Middle-Income, Culturally Unique Communities: The World Spine Care Charity Research Program’s Challenges and Facilitators","year":2016,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario Tech University; Canadian Memorial Chiropractic College; University of Toronto","funders":"","keywords":"Nature versus nurture; Business; Resource (disambiguation); Public relations; Training (meteorology); Low and middle income countries; Medicine; Political science; Economic growth; Medical education; Geography; Developing country; Sociology","score_opus":0.2310240534021614,"score_gpt":0.4006784184534729,"score_spread":0.1696543650513115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789666167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226728,0.048706427,0.0000016247734,0.02749808,0.000091703594,0.00042711856,0.000012442148,0.0000119168235,0.0005778816],"genre_scores_gemma":[0.9420417,0.057344068,0.00014794797,0.0001848353,0.00010876907,0.00001651675,0.000002811909,0.000010893529,0.00014248124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668247,0.0007078154,0.0009348162,0.00021429827,0.00066403946,0.0007965775],"domain_scores_gemma":[0.9971463,0.0011505128,0.00019522019,0.00021585936,0.00073111034,0.00056096097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009462065,0.00019223605,0.00091306574,0.00068393844,0.00034026336,0.00006835333,0.000044244065,0.00013471757,0.000009331916],"category_scores_gemma":[0.00084261346,0.000105348176,0.00009880746,0.00045470212,0.0009126428,0.0002663738,0.00016991045,0.00083229365,4.828979e-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":[0.0018222557,0.00034894582,0.5780115,0.0070310277,0.00015665698,0.0011907066,0.016157886,1.4758287e-7,0.00012669095,0.0029384715,0.0017149297,0.39050075],"study_design_scores_gemma":[0.0016859417,0.0011166205,0.87638205,0.011417006,0.0000163794,0.0012226944,0.099134624,0.000008188998,0.000019777386,0.0031062358,0.0057142847,0.00017622627],"about_ca_topic_score_codex":0.00050995353,"about_ca_topic_score_gemma":0.0064943074,"teacher_disagreement_score":0.39032453,"about_ca_system_score_codex":0.00018306164,"about_ca_system_score_gemma":0.00045186427,"threshold_uncertainty_score":0.42959738},"labels":[],"label_agreement":null},{"id":"W2789701240","doi":"10.1002/jgh3.12039","title":"Editor's note","year":2018,"lang":"en","type":"editorial","venue":"JGH Open","topic":"Global Health and Surgery","field":"Medicine","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":"Citation; Opinion leadership; Quarter (Canadian coin); Public relations; Political science; Library science; Operations research; Psychology; History; Computer science; Engineering","score_opus":0.015183788342717892,"score_gpt":0.37858254829455756,"score_spread":0.3633987599518397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789701240","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":[0.000013446606,0.00014767914,0.000006634352,0.0008762782,0.9080854,0.0007300013,0.00017228811,0.000049318707,0.089918934],"genre_scores_gemma":[0.000017211081,0.00014308748,0.00041048435,0.0011944511,0.95701575,0.00005224584,0.0009266305,0.000049905117,0.04019024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767244,0.000049212773,0.00039353294,0.0004674568,0.0008460991,0.0005712868],"domain_scores_gemma":[0.9977734,0.00040422595,0.0001697814,0.0006798484,0.0004608979,0.00051183446],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008181412,0.00025322664,0.00078211055,0.00007547952,0.0001053101,0.000099339995,0.00050060014,0.001192902,0.0009533151],"category_scores_gemma":[0.001957744,0.00020792983,0.00013161628,0.00013348738,0.0000637365,0.000095982694,0.0003743295,0.0008042337,0.0031747904],"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":[0.00044507775,0.000057880847,0.000027189928,0.00022908302,0.000025291652,0.00007918948,0.000020093714,1.518349e-8,0.0000010721866,0.000005431523,0.9977392,0.0013704554],"study_design_scores_gemma":[0.0009644749,0.0003162698,0.00007932094,0.00044428025,0.00007320015,0.0000039367887,0.000005613676,0.0000036374277,0.000005759375,0.00006832949,0.9978398,0.00019535451],"about_ca_topic_score_codex":0.0012677162,"about_ca_topic_score_gemma":0.000090452704,"teacher_disagreement_score":0.0497287,"about_ca_system_score_codex":0.0002509699,"about_ca_system_score_gemma":0.002850012,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W2789807771","doi":"10.18192/riss-ijhs.v7i1.2135","title":"The Global Burden of Surgical Disease: An Analysis on Inaccessible Surgical Care in Low and Middle Income Countries","year":2018,"lang":"en","type":"article","venue":"Revue interdisciplinaire des sciences de la santé - Interdisciplinary Journal of Health Sciences","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"Medicine; Global health; Government (linguistics); Health care; Psychological intervention; Workforce; Disease burden; Economic growth; Business; Disease; Nursing; Economics","score_opus":0.024893570740491023,"score_gpt":0.42406153268741,"score_spread":0.39916796194691895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789807771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97722405,0.012909156,0.000058115795,0.0058915433,0.00045755337,0.00026259216,0.000028039465,0.000016328251,0.003152623],"genre_scores_gemma":[0.99731654,0.001636314,0.0005517396,0.00008135611,0.00037947047,0.000006984197,0.0000020142345,0.000008557507,0.000017025568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99442595,0.0010811005,0.0017891632,0.0005974879,0.0010630802,0.0010431986],"domain_scores_gemma":[0.9960678,0.001233338,0.0010053958,0.0003437676,0.0004569825,0.0008927132],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010213315,0.00030532226,0.0010700073,0.00081513816,0.002454855,0.00026229088,0.0009929877,0.00012739738,0.000033874858],"category_scores_gemma":[0.0002126572,0.00018488186,0.00035494467,0.002943153,0.011490454,0.00067268475,0.00070050324,0.00041914076,0.0000027045107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003924453,0.00034452588,0.95663154,0.001671023,0.00008993094,0.001075946,0.015928786,0.0010726412,0.0000010985265,0.0051885345,0.0000690729,0.014002456],"study_design_scores_gemma":[0.0016640488,0.014155515,0.8838713,0.013228165,0.00018189399,0.0035662113,0.04823152,0.013289235,0.000024264236,0.02097841,0.00041705996,0.0003923807],"about_ca_topic_score_codex":0.0001311019,"about_ca_topic_score_gemma":0.0009198144,"teacher_disagreement_score":0.07276023,"about_ca_system_score_codex":0.00087999896,"about_ca_system_score_gemma":0.0021455458,"threshold_uncertainty_score":0.9988438},"labels":[],"label_agreement":null},{"id":"W2789908376","doi":"10.1016/s2214-109x(18)30097-4","title":"Future of education in closing the equity gap in global cancer control","year":2018,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre","funders":"","keywords":"Workforce; Health care; Global health; Medicine; Equity (law); Commission; Health equity; Business; Political science; Economic growth; Nursing; Public health; Economics; Finance","score_opus":0.042062210228490174,"score_gpt":0.44558709873559155,"score_spread":0.4035248885071014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789908376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8262459,0.014264828,0.00003390605,0.13996258,0.0019992446,0.0009559828,0.0001756975,0.000028160224,0.016333722],"genre_scores_gemma":[0.9486181,0.0011951608,0.00006023318,0.047810737,0.002260796,0.00002316288,0.000007952827,0.000004448654,0.000019372203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797857,0.00029752712,0.00047315878,0.0001948325,0.00030702638,0.00074886286],"domain_scores_gemma":[0.999045,0.000058165013,0.00019790405,0.00040370948,0.00011726678,0.000177965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017540968,0.00012815982,0.00052867597,0.00002282296,0.00010430897,0.000008697796,0.00020968945,0.000086323416,0.000028528899],"category_scores_gemma":[0.00007660365,0.00007373657,0.00005209989,0.00067195395,0.00015767434,0.00004163159,0.000046582627,0.00023293555,0.000013216752],"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":[0.0012902818,0.00019098946,0.67118335,0.0002838145,0.00001141625,0.000002533992,0.00028186385,0.0000072575226,0.0000035906462,0.021142617,0.040411208,0.2651911],"study_design_scores_gemma":[0.001733098,0.00018137111,0.9718388,0.0004571643,0.000011708933,0.000029623807,0.0005044458,0.00018208758,0.0000026033695,0.0066863224,0.018307524,0.00006526406],"about_ca_topic_score_codex":0.018614605,"about_ca_topic_score_gemma":0.026396697,"teacher_disagreement_score":0.30065545,"about_ca_system_score_codex":0.0014022278,"about_ca_system_score_gemma":0.003991315,"threshold_uncertainty_score":0.991369},"labels":[],"label_agreement":null},{"id":"W2790332002","doi":"10.1213/ane.0000000000002746","title":"Access to Medicines for Improving Access to Safe Anesthetic Care","year":2018,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; Bruyère","funders":"","keywords":"Essential medicines; Medicine; Workforce; Health care; Health policy; Legislature; Public relations; Nursing; Public health; Economic growth","score_opus":0.06885193105340207,"score_gpt":0.41093378428460614,"score_spread":0.3420818532312041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790332002","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":[0.0006146925,0.98318255,0.0001897248,0.007307902,0.0003874052,0.007437286,0.000025602134,0.00020143253,0.0006533834],"genre_scores_gemma":[0.0005286152,0.95286834,0.0009993407,0.03872476,0.0029924607,0.002063034,0.0006575626,0.00035770237,0.00080815423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945785,0.00017723112,0.0014876005,0.0014088275,0.0007643227,0.0015835137],"domain_scores_gemma":[0.9950192,0.00038338953,0.00050247856,0.0013887465,0.000801065,0.0019051176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008348128,0.0010553588,0.0039225896,0.0010457871,0.00031473083,0.0002569416,0.0013562154,0.0006870601,0.00012943895],"category_scores_gemma":[0.00041414503,0.00080443604,0.00099264,0.0016491861,0.00009850291,0.00023927721,0.00018725975,0.00040566176,0.00043313197],"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":[0.0002332931,0.000069726106,0.00065391284,0.06353414,0.000084588115,0.0008866002,0.00016367772,4.319312e-7,2.4145467e-7,0.000043229287,0.10484647,0.8294837],"study_design_scores_gemma":[0.00038728918,0.0008845943,0.0012265653,0.017517688,0.0017754998,0.0019892266,0.00007275046,0.0000033553501,0.000004070729,0.00001639116,0.9753803,0.000742248],"about_ca_topic_score_codex":0.00032848553,"about_ca_topic_score_gemma":0.00011628045,"teacher_disagreement_score":0.8705338,"about_ca_system_score_codex":0.00045862328,"about_ca_system_score_gemma":0.0019022457,"threshold_uncertainty_score":0.99944067},"labels":[],"label_agreement":null},{"id":"W2790921123","doi":"","title":"Little Country, Big Talk: Science Communication in Ireland","year":2018,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Purchasing power parity; Rupee; Yardstick; Quarter (Canadian coin); Population; Economic growth; Geography; Socioeconomics; Economics; Demography; Sociology; Mathematics","score_opus":0.02416630136650009,"score_gpt":0.33072960574739463,"score_spread":0.3065633043808945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790921123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8263164,0.00021106077,0.000022912678,0.0014587935,0.00016258612,0.000095853764,9.157078e-7,0.000023722016,0.17170773],"genre_scores_gemma":[0.99623984,0.000079508485,0.00033164775,0.0023102458,0.00006345517,0.0000027558563,0.0000050431086,0.0000023365128,0.0009651762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994032,0.000012388179,0.00012054871,0.0000933698,0.00015734856,0.00021318303],"domain_scores_gemma":[0.9994602,0.00003537371,0.000017564193,0.0002676156,0.00009583393,0.00012336261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005823961,0.000034905624,0.00008045894,0.00008117556,0.00008284721,0.00000952548,0.000072696406,0.000029482066,0.00012159517],"category_scores_gemma":[0.00015562533,0.000026675538,0.000008312462,0.00044296854,0.0003013649,0.00004753461,0.000032204007,0.00006498791,0.00012865046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034904905,0.00038964124,0.87323123,0.00011950813,0.0000050504664,0.000026999061,0.00070280454,4.1383032e-7,0.0031655522,0.015944073,0.037317127,0.06874856],"study_design_scores_gemma":[0.00096056395,0.00018779538,0.80473566,0.00014434746,0.0000045443653,0.00005285937,0.00023654175,0.0009919164,0.0013582093,0.0005340105,0.19070339,0.00009015168],"about_ca_topic_score_codex":0.0014351932,"about_ca_topic_score_gemma":0.00087564054,"teacher_disagreement_score":0.17074256,"about_ca_system_score_codex":0.00007105737,"about_ca_system_score_gemma":0.00029484666,"threshold_uncertainty_score":0.21695924},"labels":[],"label_agreement":null},{"id":"W2791601040","doi":"10.1177/1049732317742129","title":"Localizing Global Medicine: Challenges and Opportunities in Cervical Screening in an Indigenous Community in Ecuador","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Global Health and Surgery","field":"Medicine","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 Toronto; McGill University","funders":"McGill University","keywords":"Indigenous; Cervical screening; Medicine; Political science; Family medicine; Traditional medicine; Geography","score_opus":0.6849533181918046,"score_gpt":0.613952470409259,"score_spread":0.07100084778254556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791601040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571308,0.0132646365,0.000016658769,0.025746742,0.000051126746,0.00088063156,0.000018383453,0.000025707383,0.0028653215],"genre_scores_gemma":[0.98954016,0.0061064768,0.00039666658,0.0036967814,0.00011898436,0.000066021516,0.00003958447,0.000016880307,0.000018458672],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9822678,0.013959346,0.00093051407,0.00037650505,0.00089924346,0.0015666065],"domain_scores_gemma":[0.99523944,0.0028147816,0.00009294651,0.0003701101,0.00044896928,0.0010337769],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.036857158,0.00018667542,0.0007720801,0.0008987566,0.0003528452,0.000013069031,0.00017711053,0.00019548368,0.00003349435],"category_scores_gemma":[0.001925067,0.0001682876,0.000020168904,0.0009062718,0.0012076752,0.000179398,0.00014590636,0.0018016079,0.000008471934],"study_design_candidate":"qualitative","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":[0.001942172,0.00071573554,0.09672415,0.0027967228,0.000008782877,0.00039358056,0.5122178,5.6977336e-7,0.0000025766917,0.0051200916,0.00026119477,0.37981662],"study_design_scores_gemma":[0.001803898,0.0032689718,0.54128414,0.0016817836,8.974563e-7,0.000021670154,0.44657427,0.00016770748,0.000001826865,0.0045833285,0.00050832506,0.000103204795],"about_ca_topic_score_codex":0.0657444,"about_ca_topic_score_gemma":0.10728159,"teacher_disagreement_score":0.44455996,"about_ca_system_score_codex":0.00074246293,"about_ca_system_score_gemma":0.0014218881,"threshold_uncertainty_score":0.9917582},"labels":[],"label_agreement":null},{"id":"W2791959728","doi":"10.2106/jbjs.17.00689","title":"A Conceptual Model for the Evaluation of Surgical Missions","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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 of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"WOMAC; Excellence; Medicine; Physical therapy; Sustainability; Psychological intervention; Operations management; Osteoarthritis; Nursing; Political science; Engineering; Alternative medicine","score_opus":0.16698207591300107,"score_gpt":0.38127717447874027,"score_spread":0.2142950985657392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791959728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98779905,0.0044450434,0.001129314,0.0057703936,0.00037510175,0.0001859359,0.000007140838,0.0000029723626,0.00028505304],"genre_scores_gemma":[0.997991,0.0007277158,0.00026971038,0.00043642227,0.00044535665,0.0000032162538,0.0000016094693,0.0000054289367,0.00011952861],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984367,0.00006958921,0.0008073304,0.00006355443,0.00045450375,0.00016833791],"domain_scores_gemma":[0.997378,0.0008778351,0.0004385684,0.00009253389,0.001015434,0.00019764961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005723142,0.000063998676,0.00051909353,0.00013141504,0.000082999315,0.0000045229503,0.000009265097,0.00005767983,0.00006762421],"category_scores_gemma":[0.0010754553,0.000035644178,0.00030004364,0.00008433729,0.00016425284,0.00005444154,0.000009623153,0.00010664919,9.175459e-7],"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":[0.009856371,0.0010307833,0.03492339,0.00057900907,0.00050520326,0.00015865068,0.0029849764,0.00029564113,0.0043961313,0.002813301,0.75201464,0.1904419],"study_design_scores_gemma":[0.015774665,0.0026504938,0.1901284,0.003844137,0.003089597,0.008268059,0.0042437124,0.5641837,0.003879112,0.00781484,0.19553842,0.0005848573],"about_ca_topic_score_codex":0.000007089007,"about_ca_topic_score_gemma":0.0000017704863,"teacher_disagreement_score":0.5638881,"about_ca_system_score_codex":0.000023770814,"about_ca_system_score_gemma":0.0007894703,"threshold_uncertainty_score":0.19835383},"labels":[],"label_agreement":null},{"id":"W2792161813","doi":"10.1016/s2214-109x(18)30169-4","title":"Comparing high-income and low- and middle-income country host perspectives on students’ short-term experiences in global health: a qualitative analysis","year":2018,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trinity Western University","funders":"","keywords":"Global health; Curriculum; Qualitative research; Experiential learning; Global education; Medical education; Psychology; Medicine; Political science; Public relations; Pedagogy; Sociology; Nursing; Public health; Social science","score_opus":0.057570431593443806,"score_gpt":0.43927513767291476,"score_spread":0.38170470607947093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792161813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98519963,0.0067038187,0.000035935784,0.006085321,0.00031214752,0.00075577624,0.00020399547,0.000079599835,0.0006237682],"genre_scores_gemma":[0.99163806,0.0019879981,0.0001893508,0.005665243,0.0004319471,0.00004166319,0.000025359124,0.000009756413,0.000010605909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958315,0.0007117201,0.00077402894,0.00069516996,0.00076378736,0.0012237782],"domain_scores_gemma":[0.99813443,0.0002315417,0.00025446853,0.00050067436,0.00012050861,0.0007583924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002615507,0.00033761837,0.0015848284,0.00012602379,0.0004632226,0.00008158813,0.00026897332,0.000098566714,0.000015969514],"category_scores_gemma":[0.00012175227,0.00024255093,0.00007899249,0.0014370328,0.00064839615,0.000111063324,0.00015858594,0.00030039108,0.000010596858],"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":[0.001433786,0.00023426533,0.9419616,0.0004558211,0.00018649887,0.000023462573,0.048556972,0.000001707462,2.5551486e-7,0.0064455285,0.00013428107,0.0005658482],"study_design_scores_gemma":[0.0015564341,0.0011217532,0.92130053,0.0009744249,0.000047006786,0.000038861057,0.074207485,0.00017162773,6.2527954e-7,0.00037179756,0.000035000554,0.0001744752],"about_ca_topic_score_codex":0.008652613,"about_ca_topic_score_gemma":0.009608479,"teacher_disagreement_score":0.02565051,"about_ca_system_score_codex":0.0016301261,"about_ca_system_score_gemma":0.0005462001,"threshold_uncertainty_score":0.9979489},"labels":[],"label_agreement":null},{"id":"W2792427721","doi":"10.1016/j.jpedsurg.2018.03.002","title":"An appeal from fellows","year":2018,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Pediatric surgery; Pediatric Surgeon; Plea; Scopus; Workforce; Paediatric surgery; Appeal; Medical education; Curriculum; Mentorship; MEDLINE; Surgery; Law; Political science","score_opus":0.0293257685956821,"score_gpt":0.2925503300169992,"score_spread":0.2632245614213171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792427721","genre_codex":"empirical","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":[0.6171088,0.013521313,0.00010067799,0.33997133,0.026986081,0.00036835732,0.00025091573,0.00010443648,0.0015880527],"genre_scores_gemma":[0.011645145,0.003588804,0.00050124165,0.55377114,0.42941964,0.0000027568283,0.00038229543,0.00010494685,0.00058399775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951818,0.00030868733,0.0018490729,0.00036183515,0.0014022236,0.00089637714],"domain_scores_gemma":[0.99407536,0.0017654367,0.0018153402,0.00057494536,0.0009902185,0.00077868195],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018183067,0.00043038136,0.0018246794,0.0011415725,0.000082456914,0.00004917547,0.00025269118,0.001274656,0.0009182566],"category_scores_gemma":[0.00084363436,0.00034298038,0.0009715471,0.0005998657,0.00006958507,0.00020782195,0.000028562154,0.0027966953,0.00028046433],"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":[0.00027853518,0.00011428618,0.08726076,0.00024890268,0.00010813992,0.009621852,0.000021231186,1.8305283e-7,0.0000034281977,1.04751294e-7,0.900367,0.0019755398],"study_design_scores_gemma":[0.00046767297,0.00030236188,0.011696488,0.00016252826,0.00091532053,0.0005502705,0.000019235811,0.0000057707066,0.000006381015,0.00009847951,0.98543996,0.0003355469],"about_ca_topic_score_codex":0.00011958717,"about_ca_topic_score_gemma":0.00000176408,"teacher_disagreement_score":0.6054637,"about_ca_system_score_codex":0.0002168086,"about_ca_system_score_gemma":0.002996971,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W2792758600","doi":"10.1080/10401334.2018.1437040","title":"“They Will Come to Understand”: Supervisor Reflections on International Medical Electives","year":2018,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"McMaster University","keywords":"IMes; Context (archaeology); Qualitative research; Medical education; Medicine; Psychology; Sociology","score_opus":0.04888883303075824,"score_gpt":0.4046656275829676,"score_spread":0.35577679455220934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792758600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88179713,0.000101290534,0.0014140242,0.062614314,0.00060771866,0.00014810945,5.6480053e-7,0.00012420244,0.053192634],"genre_scores_gemma":[0.9859681,0.00007852823,0.00044024916,0.0106313415,0.0010388297,0.0000046559117,0.000012093997,0.000014761307,0.0018114338],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829704,0.0003451435,0.0002735547,0.0002715505,0.0004909908,0.00032170562],"domain_scores_gemma":[0.9988614,0.00051588804,0.0000361105,0.00011227145,0.000061328305,0.00041301447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002778799,0.00012388612,0.00029448397,0.00036573422,0.00032164637,0.000008323277,0.0000726989,0.00010263624,0.00033633248],"category_scores_gemma":[0.0065467786,0.00009336283,0.000024164658,0.00015858636,0.00013453707,0.000044346245,0.000029288482,0.0015219144,0.000028106444],"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":[0.005215057,0.0010692785,0.52134246,0.0003174191,0.00024784417,0.00047284382,0.133576,0.00009668482,0.0024894052,0.03215287,0.039922517,0.2630976],"study_design_scores_gemma":[0.007641031,0.011614901,0.39095005,0.0051735705,0.00006815186,0.0007278902,0.030367592,0.0046087243,0.000022576976,0.0017645893,0.546548,0.00051290385],"about_ca_topic_score_codex":0.0012410188,"about_ca_topic_score_gemma":0.00041783287,"teacher_disagreement_score":0.5066255,"about_ca_system_score_codex":0.00015215606,"about_ca_system_score_gemma":0.000096625976,"threshold_uncertainty_score":0.78375787},"labels":[],"label_agreement":null},{"id":"W2793342498","doi":"10.1136/bmj.328.7448.s188","title":"An anaesthetist's nightmare in North America","year":2004,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"Globe; Nightmare; North west; Medicine; History; Geography; Ophthalmology; Psychiatry","score_opus":0.0151721399379013,"score_gpt":0.32113762532804163,"score_spread":0.30596548539014035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793342498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866731,0.0001203193,0.000024233546,0.0057126167,0.0000900554,0.0002073491,0.000005560391,0.00003735568,0.0071293754],"genre_scores_gemma":[0.9943403,0.000026723126,0.000671145,0.0046882667,0.00009916229,0.000011342016,0.00005105823,0.0000067450605,0.00010526806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999345,0.000018600738,0.00015850738,0.000118210555,0.00011778053,0.00024191222],"domain_scores_gemma":[0.99952465,0.0000057976936,0.000026584657,0.0002043744,0.000022814504,0.00021574741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008359935,0.00005754652,0.00014748052,0.00005616254,0.000021605225,0.000003402647,0.000034657412,0.0000331305,0.000058599973],"category_scores_gemma":[0.00002595975,0.00004799489,0.000028422695,0.00021571091,0.000023917511,0.00003276206,0.0000049236337,0.000084434694,0.00016017536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034407876,0.00051162014,0.8599149,0.0000684405,0.0000059218587,0.001868981,0.00059177727,0.00016039266,0.000027662718,0.00037934253,0.01577924,0.12034764],"study_design_scores_gemma":[0.0007948887,0.00031782629,0.89928615,0.000035898513,0.000003847808,0.00006448169,0.00013313026,0.000024087622,0.0000132498635,0.00011963679,0.09912959,0.0000771928],"about_ca_topic_score_codex":0.0007969738,"about_ca_topic_score_gemma":0.0012527109,"teacher_disagreement_score":0.12027045,"about_ca_system_score_codex":0.00006820714,"about_ca_system_score_gemma":0.00017324396,"threshold_uncertainty_score":0.20587838},"labels":[],"label_agreement":null},{"id":"W2793376602","doi":"10.1213/ane.0000000000002722","title":"Strengthening the Anesthesia Workforce in Low- and Middle-Income Countries","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario","funders":"National Institute for Health and Care Research","keywords":"Workforce; Medicine; Developing country; Nursing; Population; Health care; Environmental health; Economic growth","score_opus":0.01580071009864327,"score_gpt":0.2688226324280018,"score_spread":0.25302192232935855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793376602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98234946,0.0020948672,0.000010391615,0.014128965,0.000029412295,0.00034798065,3.9349655e-7,0.00007810204,0.0009604366],"genre_scores_gemma":[0.99068666,0.0003908369,0.00020065182,0.007863692,0.0002841138,0.000023235943,0.000006239474,0.000031838623,0.0005127432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978494,0.00012615258,0.00052071956,0.00037503417,0.00037788684,0.00075082516],"domain_scores_gemma":[0.9987014,0.00027751256,0.00013193175,0.00046315076,0.00012612667,0.00029987085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008888226,0.0002704617,0.00047001513,0.00017496846,0.00026466735,0.00005957727,0.00016201522,0.0001677295,0.00008708553],"category_scores_gemma":[0.00007108681,0.00018704166,0.00008686021,0.00053690886,0.00043839533,0.00012428593,0.000018897259,0.0002738768,0.00011953279],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008404484,0.00008750122,0.9830566,0.00044723047,0.000031512005,0.002412961,0.0014205887,0.000003032625,0.000010085672,0.008138324,0.0008897066,0.0026619902],"study_design_scores_gemma":[0.0009725618,0.00037911866,0.95043325,0.001957119,0.000068262896,0.0047896835,0.0005937428,0.0006231604,0.00015582616,0.00042330628,0.039292358,0.00031163517],"about_ca_topic_score_codex":0.00024605144,"about_ca_topic_score_gemma":0.000090768124,"teacher_disagreement_score":0.03840265,"about_ca_system_score_codex":0.00006924343,"about_ca_system_score_gemma":0.00018675077,"threshold_uncertainty_score":0.76273376},"labels":[],"label_agreement":null},{"id":"W2793741280","doi":"10.1016/s2214-109x(18)30087-1","title":"The economic case for investing in cancer control","year":2018,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto; University of Waterloo","funders":"","keywords":"Psychological intervention; Medicine; Cancer prevention; Health care; Business; Cancer; Economic growth; Economics; Nursing","score_opus":0.06066793918687915,"score_gpt":0.4175529501224091,"score_spread":0.35688501093553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793741280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81842,0.0046116146,0.00010424508,0.16942069,0.0014878161,0.0015378548,0.00032091016,0.00006603785,0.0040308377],"genre_scores_gemma":[0.9415877,0.00046841791,0.000115304596,0.055524364,0.002128512,0.00010023714,0.0000036545666,0.000007844619,0.000063966305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837,0.00012012029,0.00036434637,0.00017627722,0.000082441446,0.0008868025],"domain_scores_gemma":[0.9988979,0.00034295348,0.00013346583,0.00031679857,0.000052693937,0.0002561877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019409494,0.000105499494,0.00038199266,0.000012987858,0.00045003247,0.000018013377,0.00011614511,0.0000454501,0.000010613646],"category_scores_gemma":[0.00017434875,0.000058323505,0.000050034625,0.000115177245,0.00015482445,0.00002701907,0.000019360616,0.00013551583,0.00003387187],"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":[0.0044025294,0.00006921551,0.23783956,0.0005519732,0.000082655024,0.00016759938,0.00056930265,0.00008086033,0.000004969986,0.0496766,0.4765804,0.22997433],"study_design_scores_gemma":[0.013832204,0.0016245103,0.23178777,0.00058659195,0.00006288925,0.0030932608,0.00086527085,0.02554274,0.000010416402,0.01584765,0.706389,0.00035770272],"about_ca_topic_score_codex":0.015674604,"about_ca_topic_score_gemma":0.04275318,"teacher_disagreement_score":0.22980858,"about_ca_system_score_codex":0.0011194032,"about_ca_system_score_gemma":0.001555359,"threshold_uncertainty_score":0.99088013},"labels":[],"label_agreement":null},{"id":"W2793883984","doi":"10.1097/scs.0000000000004374","title":"Innovate Global Plastic and Reconstructive Surgery: Cleft Lip and Palate Charity Database","year":2018,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University","funders":"","keywords":"Medicine; Outreach; Multidisciplinary approach; Inclusion (mineral); Commission; Multidisciplinary team; Public relations; Nursing; Economic growth; Business","score_opus":0.028055045581362723,"score_gpt":0.29678602384481867,"score_spread":0.26873097826345593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793883984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479675,0.00025163818,0.00012509039,0.0008722081,0.0033250744,0.00011680093,0.00011668344,0.000022932345,0.00037284422],"genre_scores_gemma":[0.9960096,0.001461814,0.00022247866,0.0009461031,0.0013207451,0.0000011508865,0.000009855028,0.000015310052,0.00001296963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974988,0.00013630943,0.0010693938,0.00026441528,0.00045633627,0.00057475193],"domain_scores_gemma":[0.9966902,0.001104697,0.0005916818,0.00016629638,0.00066399685,0.00078313414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021666237,0.00024414575,0.0010540539,0.00030369154,0.0001979204,0.000049177816,0.00005077907,0.00017611404,0.0001270905],"category_scores_gemma":[0.0028328856,0.00020638281,0.00018738196,0.00052569574,0.0004893699,0.0003926741,0.000058726677,0.00037791012,0.00001309524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013337238,0.00007469267,0.9593026,0.00018218892,0.00008511058,0.00048387653,0.000050901668,3.4666915e-8,0.00015784732,0.00012748322,0.006277982,0.031923547],"study_design_scores_gemma":[0.00060132326,0.00013362998,0.98663294,0.0004997098,0.00010127416,0.0036894395,0.00008021136,0.000021275464,0.000034841447,0.0006085514,0.007398652,0.00019816517],"about_ca_topic_score_codex":0.000105987485,"about_ca_topic_score_gemma":0.000020066238,"teacher_disagreement_score":0.03172538,"about_ca_system_score_codex":0.000098439006,"about_ca_system_score_gemma":0.00085340877,"threshold_uncertainty_score":0.84160465},"labels":[],"label_agreement":null},{"id":"W2794008720","doi":"10.1016/j.jpedsurg.2018.02.045","title":"Quantifying delays and self-identified barriers to timely access to pediatric surgery at Mbarara Regional Referral Hospital, Uganda","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University; Queen's University","funders":"","keywords":"Medicine; Referral; Psychological intervention; Family medicine; Pediatric surgery; Interview; Health care; Payment; Emergency medicine; Medical emergency; Nursing; Surgery","score_opus":0.06907649557015275,"score_gpt":0.3359446318001146,"score_spread":0.26686813622996186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794008720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98487943,0.0029421668,0.000046514826,0.0050391196,0.006454639,0.00039720928,0.000019678924,0.000079979516,0.00014123379],"genre_scores_gemma":[0.9721216,0.004666623,0.00053288625,0.0052416925,0.017121647,0.000013272108,0.000012656924,0.0000718915,0.00021771117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99459046,0.00022194964,0.0019782207,0.00058645644,0.001390115,0.0012327848],"domain_scores_gemma":[0.991272,0.0022531727,0.0010036548,0.00042789747,0.0012697777,0.0037735442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039242753,0.00045185638,0.0014274573,0.0024471474,0.0004561797,0.00017107674,0.00026829785,0.00030302288,0.00035571246],"category_scores_gemma":[0.0044360776,0.00039938642,0.0006246791,0.0022171345,0.00006612183,0.000670919,0.00022743481,0.00050333684,0.0001982665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007558196,0.00009886164,0.5163259,0.00017536129,0.000048515747,0.00040524936,0.00017774345,0.0000022468503,0.000017793845,0.0000019414963,0.4816045,0.00038606193],"study_design_scores_gemma":[0.0010331005,0.0006805616,0.94601583,0.00017408538,0.0008399419,0.0009770616,0.0001842059,0.000026166814,0.00013884532,0.00003230277,0.04904956,0.00084833073],"about_ca_topic_score_codex":0.000060737424,"about_ca_topic_score_gemma":0.000021637556,"teacher_disagreement_score":0.43255493,"about_ca_system_score_codex":0.00039908025,"about_ca_system_score_gemma":0.002512131,"threshold_uncertainty_score":0.9998458},"labels":[],"label_agreement":null},{"id":"W2794243143","doi":"10.1016/s0140-6736(18)30460-4","title":"Delivering modern, high-quality, affordable pathology and laboratory medicine to low-income and middle-income countries: a call to action","year":2018,"lang":"en","type":"review","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"National Cancer Institute; Center for Global Health; National Institutes of Health","keywords":"Business; Call to action; Action plan; Health care; Quality (philosophy); Public relations; Medicine; Marketing; Economic growth; Political science; Economics; Management","score_opus":0.08740044208694187,"score_gpt":0.39097098437691125,"score_spread":0.3035705422899694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794243143","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":[0.07495151,0.9194174,0.000103573635,0.0029519445,0.0007131036,0.0012393427,0.00026617054,0.00009585834,0.00026112387],"genre_scores_gemma":[0.0026397677,0.98925793,0.0003303048,0.0052003567,0.002181353,0.00010711328,0.000038114384,0.000045670713,0.00019938826],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758697,0.00028068494,0.00066759327,0.000485845,0.00031156448,0.0006673517],"domain_scores_gemma":[0.9978794,0.00044620552,0.00021846539,0.00073113776,0.00019112654,0.0005336602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019941418,0.0003707066,0.002703775,0.00018062477,0.00015799573,0.00002355733,0.00019290057,0.0002881754,0.000034629724],"category_scores_gemma":[0.0004331569,0.00022743877,0.00005986446,0.00034435253,0.00017756781,0.000050879753,0.00020069735,0.000391941,0.00009450567],"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":[0.0036877827,0.00014541102,0.0055798907,0.5185681,0.0007749827,0.0013111354,0.004248956,0.0000038663097,0.00004038394,0.003215842,0.031957097,0.43046653],"study_design_scores_gemma":[0.00092504645,0.0003516992,0.0035250725,0.03501719,0.00034469648,0.00032328107,0.000030941937,0.00000625441,0.0000016547792,0.00017790681,0.9589981,0.00029817942],"about_ca_topic_score_codex":0.0005492861,"about_ca_topic_score_gemma":0.0002367949,"teacher_disagreement_score":0.927041,"about_ca_system_score_codex":0.00020578913,"about_ca_system_score_gemma":0.00025251848,"threshold_uncertainty_score":0.9274684},"labels":[],"label_agreement":null},{"id":"W2795717041","doi":"10.3171/2017.10.jns17435","title":"Barriers to participation in global surgery academic collaborations, and possible solutions: a qualitative study","year":2018,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":42,"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 Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Mentorship; Medicine; Thematic analysis; Nursing; Qualitative research; Medical education","score_opus":0.08440826535461848,"score_gpt":0.4340368102876102,"score_spread":0.3496285449329917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795717041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99364984,0.00046251764,0.00005100875,0.004416205,0.0009591744,0.00035626328,0.000016489705,0.000013560291,0.00007491798],"genre_scores_gemma":[0.9962559,0.00013493624,0.00007126743,0.0032010435,0.0002817574,0.000015182452,0.0000013056729,0.000009835246,0.000028799925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971075,0.00061772676,0.0011723558,0.00019086909,0.00045610633,0.00045542457],"domain_scores_gemma":[0.9971358,0.0008541344,0.00036506148,0.00013539138,0.0005872327,0.0009223371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037124772,0.0001358151,0.000556937,0.0005834603,0.00014742123,0.000027798615,0.000047083082,0.0000875402,0.000026675583],"category_scores_gemma":[0.008063286,0.000120571065,0.000084812724,0.0017628828,0.00009262666,0.00028734413,0.000030742616,0.0002792693,0.0000113450105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015121073,0.00025085514,0.96713734,0.000035644483,0.000027746395,0.00026592505,0.006158412,0.000008567766,0.0002824665,0.000056120272,0.022378292,0.0018865184],"study_design_scores_gemma":[0.0008069734,0.0010002392,0.981836,0.00024732875,0.000056570134,0.00024248357,0.013686625,0.000053342083,0.000052648586,0.00024244531,0.0016437338,0.00013160562],"about_ca_topic_score_codex":0.00004217856,"about_ca_topic_score_gemma":0.00007284582,"teacher_disagreement_score":0.02073456,"about_ca_system_score_codex":0.00018498485,"about_ca_system_score_gemma":0.0014219872,"threshold_uncertainty_score":0.9653089},"labels":[],"label_agreement":null},{"id":"W2795849366","doi":"10.2106/jbjs.16.01481","title":"The Use of Emergency Physicians to Deliver Anesthesia for Orthopaedic Surgery in Austere Environments","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Medical emergency; Nurse anesthetist; Airway management; Sedation; Airway; Orthopedic surgery; Anesthesiology; Emergency medicine; Anesthesia; Surgery","score_opus":0.07472205961343377,"score_gpt":0.29117305415783495,"score_spread":0.2164509945444012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795849366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994353,0.0010565141,0.00015311837,0.0037485703,0.0004789004,0.00019522985,0.0000036216936,0.0000027661256,0.000008300671],"genre_scores_gemma":[0.99373996,0.0035148875,0.00020927476,0.0018236992,0.00041943594,0.000006165476,0.0000026806792,0.000017552906,0.0002663634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763745,0.000087438086,0.0014489419,0.0001256507,0.0003159729,0.0003845498],"domain_scores_gemma":[0.9978906,0.00088499585,0.0006511536,0.00016739464,0.00016227734,0.00024358383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039657,0.0001296509,0.0008440435,0.00035638927,0.000086981876,0.000009085026,0.000017006127,0.00006907701,0.000025243646],"category_scores_gemma":[0.00069049833,0.00008862676,0.0004883829,0.00021716561,0.000071544215,0.00015032267,0.00001536713,0.00012937197,0.0000046554505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002711186,0.0003635682,0.6733665,0.0003492602,0.0000931823,0.00040660502,0.0002995745,0.000005347333,0.0018546146,0.0000140826005,0.22974303,0.09079304],"study_design_scores_gemma":[0.00032822177,0.00027005802,0.84679437,0.0007152168,0.000058846486,0.00033373808,0.00013002638,0.00003539676,0.000352461,0.0000498611,0.1508215,0.00011031445],"about_ca_topic_score_codex":0.00004237818,"about_ca_topic_score_gemma":0.000027632166,"teacher_disagreement_score":0.17342785,"about_ca_system_score_codex":0.000040178125,"about_ca_system_score_gemma":0.00011299067,"threshold_uncertainty_score":0.36140943},"labels":[],"label_agreement":null},{"id":"W2798069311","doi":"10.1186/s12961-017-0268-7","title":"The quest for a framework for sustainable and institutionalised priority-setting for health research in a low-resource setting: the case of Zambia","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"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":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Health services research; Health administration; Process (computing); Resource (disambiguation); Health policy; Medicine; Business; Public health; Public relations; Nursing; Political science; Computer science","score_opus":0.23809911840727452,"score_gpt":0.553165129415467,"score_spread":0.31506601100819254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798069311","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":[0.41013554,0.027285617,0.0025646337,0.515626,0.00035140067,0.042522952,0.00056239404,0.0000604001,0.00089106284],"genre_scores_gemma":[0.9908321,0.0006374291,0.0005987999,0.0028493498,0.0019686844,0.0022884181,0.000023800694,0.000030377518,0.00077107205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99303585,0.002103999,0.0009807006,0.00045145946,0.0006413313,0.0027866638],"domain_scores_gemma":[0.974658,0.021309374,0.00025575623,0.0005142878,0.002286686,0.000975884],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07008284,0.00015003237,0.000547541,0.00050945557,0.004600424,0.00016589333,0.00016514072,0.00019041484,4.1234662e-7],"category_scores_gemma":[0.027637435,0.00009581172,0.000067770015,0.0010198177,0.0010132488,0.0000760664,0.0001230583,0.0007623143,5.678339e-7],"study_design_candidate":"not_applicable","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":[0.0035193407,0.0001596617,0.00137563,0.04030192,0.000029446175,0.00004427152,0.006719572,0.0000026269563,0.0000050273875,0.8689643,0.060797624,0.018080559],"study_design_scores_gemma":[0.0044435305,0.0054424633,0.0020110058,0.0056966254,0.0000061552755,0.00069740415,0.04379629,0.013431354,0.000013059,0.03376629,0.89051783,0.00017798935],"about_ca_topic_score_codex":0.029112753,"about_ca_topic_score_gemma":0.0023459154,"teacher_disagreement_score":0.83519804,"about_ca_system_score_codex":0.0007975221,"about_ca_system_score_gemma":0.009255248,"threshold_uncertainty_score":0.99669546},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2799851871","doi":"10.1503/cmaj.1041727","title":"Global IDEA","year":2005,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Computer science; Data science; Global population; Developing country; Population; Medicine; Public health; Economic growth; Environmental health; Pathology","score_opus":0.00851061356890665,"score_gpt":0.2668471386756736,"score_spread":0.25833652510676697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799851871","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":[0.00059686496,0.00094549113,0.000010900409,0.9512446,0.0035699403,0.00014313005,0.0001738406,0.00003252277,0.043282732],"genre_scores_gemma":[0.0008846435,0.00035975024,0.000073411225,0.9350881,0.057137743,0.00000444281,0.00020415851,0.00002669973,0.0062210327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99389607,0.00020946575,0.0008081233,0.0002519764,0.003289246,0.0015451497],"domain_scores_gemma":[0.9938383,0.00016526619,0.00038001454,0.0001788847,0.0006592159,0.004778313],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017903375,0.00026372343,0.0006533132,0.00024334733,0.00024256782,0.00008748788,0.00022638949,0.0034873511,0.012773479],"category_scores_gemma":[0.0030208589,0.00024023066,0.00035772295,0.00033153754,0.000038678547,0.0000660778,0.000012811761,0.0056763897,0.0013694584],"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":true,"study_design_scores_codex":[0.00000579756,0.00000840271,0.023130998,0.00003675103,0.000106883046,0.01327847,0.0000073106658,1.40158e-7,9.0479135e-9,0.000018427338,0.9332792,0.030127594],"study_design_scores_gemma":[0.0006589627,0.00004174379,0.014202746,0.00024000634,0.00007787962,0.0060714735,0.000013338852,0.000016731827,3.7423835e-8,0.00009955513,0.97839135,0.00018620453],"about_ca_topic_score_codex":0.0057496517,"about_ca_topic_score_gemma":0.023121336,"teacher_disagreement_score":0.053567804,"about_ca_system_score_codex":0.008307462,"about_ca_system_score_gemma":0.024002802,"threshold_uncertainty_score":0.99940807},"labels":[],"label_agreement":null},{"id":"W2799910844","doi":"10.1016/j.jogc.2018.03.011","title":"Circonstances particulières : l'ère de la compétence par conception aura-t-elle raison de la recherche chez les résidents?","year":2018,"lang":"fr","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta; University of British Columbia","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04557260940164491,"score_gpt":0.33416274402401913,"score_spread":0.2885901346223742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799910844","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":[0.2606654,0.07416316,0.00019832174,0.0008736024,0.6612179,0.00021606746,0.00010577422,0.000008907091,0.0025508583],"genre_scores_gemma":[0.9240499,0.02201156,0.0013091606,0.000638583,0.05144865,0.000009023459,0.000022712393,0.000036795078,0.00047362965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99290246,0.0035678588,0.0012786252,0.00033481017,0.0008136508,0.001102626],"domain_scores_gemma":[0.9122382,0.08387762,0.0014161578,0.00020461572,0.0010413236,0.0012221216],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0070251003,0.00039858007,0.001235836,0.0002549386,0.00038946638,0.00008717033,0.00031504256,0.002381494,0.00061868853],"category_scores_gemma":[0.091678955,0.00036057044,0.0001812896,0.00049168046,0.0013143724,0.00011786178,0.0000634899,0.0032388573,0.0000032194187],"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":[0.000071750685,0.00014521212,0.2603047,0.0005328726,0.00021377174,0.0049530016,0.0004806171,0.000037684582,0.00002936103,0.00014480055,0.694385,0.038701218],"study_design_scores_gemma":[0.0029139232,0.0007287831,0.1895234,0.00032245426,0.00043785863,0.00035201412,0.0019584878,0.00017782068,0.000055114317,0.00064231653,0.8025763,0.0003114978],"about_ca_topic_score_codex":0.059159502,"about_ca_topic_score_gemma":0.03797755,"teacher_disagreement_score":0.6633845,"about_ca_system_score_codex":0.0077587683,"about_ca_system_score_gemma":0.027960103,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W2799923685","doi":"10.1177/1757975918764311","title":"Asymétrie de pouvoir dans les partenariats de recherche en santé mondiale : étude qualitative auprès de chercheurs en Côte d’Ivoire","year":2018,"lang":"fr","type":"article","venue":"Global Health Promotion","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"Agence Universitaire de la Francophonie","keywords":"Humanities; Political science; Art","score_opus":0.22385943859952678,"score_gpt":0.5209758813921898,"score_spread":0.29711644279266297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799923685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83286023,0.013369624,0.04416235,0.0930725,0.0033650636,0.002517578,0.00078340265,0.00040609558,0.0094631445],"genre_scores_gemma":[0.95374626,0.0063194726,0.02589001,0.0066490998,0.005103995,0.00017676177,0.00023727214,0.00008830718,0.0017888299],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96749914,0.025300229,0.0014485831,0.0009631078,0.0007489708,0.0040399614],"domain_scores_gemma":[0.9932165,0.0020138356,0.00061407837,0.0006387194,0.000641827,0.0028750114],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03374675,0.0006745936,0.0010849411,0.00014448179,0.00076238316,0.00005785656,0.00040288825,0.0022495757,0.00024147583],"category_scores_gemma":[0.009346903,0.0007117036,0.000291117,0.001246712,0.0005302472,0.0003122884,0.00013269518,0.0021264607,0.0005538234],"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":true,"study_design_scores_codex":[0.00169344,0.0031463625,0.1049132,0.0058496706,0.00030194974,0.00031775646,0.24468495,0.000038407827,0.0004700219,0.017366344,0.037413407,0.5838045],"study_design_scores_gemma":[0.0058861645,0.012132235,0.7368106,0.007840367,0.0005490071,0.0013616332,0.07089052,0.0063771764,0.0009366616,0.1033204,0.052330703,0.0015645196],"about_ca_topic_score_codex":0.03793616,"about_ca_topic_score_gemma":0.010289027,"teacher_disagreement_score":0.6318974,"about_ca_system_score_codex":0.031212136,"about_ca_system_score_gemma":0.0178778,"threshold_uncertainty_score":0.9995334},"labels":[],"label_agreement":null},{"id":"W2800314770","doi":"10.1111/1758-5899.12565","title":"Science Diplomacy, Epistemic Communities, and Practice in Sub‐Saharan Africa","year":2018,"lang":"en","type":"article","venue":"Global Policy","topic":"Global Health and Surgery","field":"Medicine","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":"Carleton University","funders":"","keywords":"Diplomacy; Political science; Corporate governance; Frame (networking); Epistemic community; Capacity building; International relations; Economics; Law; Management; Politics","score_opus":0.03357413024995174,"score_gpt":0.3807617433952322,"score_spread":0.34718761314528046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800314770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.681629,0.002831576,0.0000064026353,0.0152518395,0.0001394352,0.00026057367,0.000042596053,0.000059236183,0.29977936],"genre_scores_gemma":[0.9914999,0.0008377117,0.00025840095,0.0070240167,0.00027592407,0.0000052283017,0.000005364714,0.000005720262,0.00008770317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984593,0.00011320538,0.0002483745,0.00017743913,0.00030432033,0.0006973948],"domain_scores_gemma":[0.99876904,0.00018798192,0.00006571308,0.0003445871,0.00018154479,0.00045110623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095579174,0.00011892874,0.0002243222,0.00022058624,0.00020397714,0.000035519617,0.00014519469,0.00006422888,0.000010495717],"category_scores_gemma":[0.0017729591,0.00010838768,0.000024425946,0.0015322899,0.0009995773,0.00022966099,0.00013559898,0.00015095389,0.0001219914],"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":[0.006833634,0.0022488288,0.21362053,0.0011287273,0.00009962857,0.0008293576,0.011819703,0.0000012903134,0.007458612,0.29593718,0.22793348,0.23208903],"study_design_scores_gemma":[0.0027092092,0.0010187576,0.41502208,0.00048704736,0.00004445502,0.0028412861,0.0016371954,0.00012279805,0.00016032478,0.0093939295,0.56618506,0.00037786903],"about_ca_topic_score_codex":0.0105901295,"about_ca_topic_score_gemma":0.00039795152,"teacher_disagreement_score":0.33825156,"about_ca_system_score_codex":0.00040991383,"about_ca_system_score_gemma":0.0014946098,"threshold_uncertainty_score":0.99599844},"labels":[],"label_agreement":null},{"id":"W2800493358","doi":"10.29024/aogh.20","title":"What Makes International Global Health University Partnerships Higher-Value? An Examination of Partnership Types and Activities Favoured at Four East African Universities","year":2018,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Toronto","funders":"","keywords":"General partnership; Value (mathematics); Strategic partnership; Capacity building; Political science; Economic growth; Public relations; Public administration; Economics","score_opus":0.1077640720343229,"score_gpt":0.38240217260297943,"score_spread":0.27463810056865656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800493358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567391,0.0015574812,0.000022799386,0.032089915,0.00056677696,0.00029500225,0.00036443758,0.00005806634,0.008306368],"genre_scores_gemma":[0.99472547,0.0015568953,0.00018513859,0.002632768,0.0001912593,6.16801e-7,0.000090861075,0.000007803969,0.00060917507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99760365,0.0004706242,0.00041688414,0.00035166353,0.00054877915,0.00060841],"domain_scores_gemma":[0.9980418,0.00007426214,0.0004898416,0.00025273176,0.00040317237,0.00073819316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010242013,0.00020439674,0.0005734324,0.000100495214,0.00023410775,0.000020485579,0.00015756759,0.00012222235,0.000051049064],"category_scores_gemma":[0.00003583955,0.00021230134,0.00009636218,0.00039565266,0.00049930334,0.0005619972,0.00009303393,0.00009743065,0.0000046164605],"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":[0.018983748,0.0019679815,0.22923876,0.0036542537,0.0007848937,0.00013398746,0.0102333445,0.000018222407,0.000033801203,0.42780134,0.061930593,0.24521908],"study_design_scores_gemma":[0.0016104536,0.0036298782,0.91793805,0.0007195779,0.000039134702,0.00007483355,0.035363447,0.00016898745,0.00006772009,0.0010321209,0.03910786,0.00024795972],"about_ca_topic_score_codex":0.0014954386,"about_ca_topic_score_gemma":0.0023670713,"teacher_disagreement_score":0.68869925,"about_ca_system_score_codex":0.0010245806,"about_ca_system_score_gemma":0.001604643,"threshold_uncertainty_score":0.86573976},"labels":[],"label_agreement":null},{"id":"W2800559912","doi":"10.5430/jnep.v8n9p45","title":"Addressing a global nursing perspective in an undergraduate nursing program: Student learning in clinical education","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Nursing; Perspective (graphical); Thematic analysis; Autonomy; Nurse education; Psychology; Medical education; Medicine; Pedagogy; Qualitative research; Sociology; Political science","score_opus":0.18831394065134507,"score_gpt":0.608938239898075,"score_spread":0.42062429924672995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800559912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090457,0.0033122147,0.00012091449,0.0525895,0.0035258736,0.0003623254,2.5568022e-7,0.000021488493,0.03102172],"genre_scores_gemma":[0.9866048,0.00029499948,0.010349929,0.0013094635,0.0013565798,0.0000042442352,0.000003861009,0.000013581731,0.000062509775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997186,0.0010146063,0.0008473162,0.00025320263,0.00036870516,0.0003301543],"domain_scores_gemma":[0.99725103,0.00038591624,0.0007414384,0.00012539145,0.0010816107,0.00041459507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026279765,0.00014019241,0.00035213996,0.00032810235,0.00022185723,0.00011175779,0.00006575607,0.00013355516,0.0000068508625],"category_scores_gemma":[0.0028320013,0.00013557835,0.00006427989,0.00059897755,0.0002399284,0.00091508427,0.000005821604,0.0007790586,0.0000027195545],"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":[0.0018527253,0.016307877,0.08000031,0.000027114102,0.000015113343,0.000014440823,0.01707512,0.000003837488,0.000028965958,0.0015760091,0.0016153909,0.8814831],"study_design_scores_gemma":[0.0015159211,0.0023301332,0.7727369,0.011441238,0.00021044655,0.0050338577,0.197501,0.0002820353,0.000006007009,0.0052759917,0.0034922536,0.00017420859],"about_ca_topic_score_codex":0.000080687205,"about_ca_topic_score_gemma":0.000019703488,"teacher_disagreement_score":0.8813089,"about_ca_system_score_codex":0.0021646027,"about_ca_system_score_gemma":0.0043917075,"threshold_uncertainty_score":0.7790701},"labels":[],"label_agreement":null},{"id":"W2800930645","doi":"10.1186/s12992-018-0340-2","title":"Defining the global health system and systematically mapping its network of actors","year":2018,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":78,"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","funders":"Pierre Elliott Trudeau Foundation; Canadian Institutes of Health Research; Norges Forskningsråd; Government of Ontario","keywords":"Helpfulness; Global health; Social network analysis; Public health; Global network; Diversity (politics); Health policy; Health services research; Public relations; Social determinants of health; International health; Computer science; Sociology; Management science; Knowledge management; Political science; Medicine; Social science; Engineering; Psychology; Telecommunications; Social psychology; Law","score_opus":0.061932434962313015,"score_gpt":0.3942793565247613,"score_spread":0.33234692156244827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800930645","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":[0.000006299675,0.99283814,0.0011656603,0.0012309444,0.00066413736,0.00228413,0.00015705066,0.000086042666,0.0015675921],"genre_scores_gemma":[0.0007280607,0.995643,0.00038835546,0.0026717056,0.00030619613,0.00003043993,0.00018633927,0.000024141218,0.0000217309],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572015,0.0006780584,0.0019509137,0.00044205543,0.0004343283,0.00077449135],"domain_scores_gemma":[0.9969646,0.00014669997,0.0015011646,0.00036086084,0.00022740614,0.00079928513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031873158,0.0003794734,0.002813623,0.000064020496,0.00043122773,0.000043156273,0.00010764056,0.00027793966,0.000006211972],"category_scores_gemma":[0.0001747258,0.00024306792,0.00017354397,0.0008612782,0.00009893173,0.000040080038,0.00008816472,0.00019461213,0.000016597467],"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":[0.000016581967,0.000027858818,0.001597298,0.53234124,0.00012597798,0.0000040623995,0.00012367372,7.628837e-7,2.8666447e-10,0.23602803,0.01660197,0.21313253],"study_design_scores_gemma":[0.0003360049,0.0002592096,0.0011903866,0.1529909,0.00019810503,0.0006925063,0.00026419674,0.00022760853,1.8433931e-9,0.000062058374,0.8435982,0.00018083006],"about_ca_topic_score_codex":0.00026515205,"about_ca_topic_score_gemma":0.000064950786,"teacher_disagreement_score":0.8269962,"about_ca_system_score_codex":0.0010052449,"about_ca_system_score_gemma":0.0034576235,"threshold_uncertainty_score":0.9912022},"labels":[],"label_agreement":null},{"id":"W2801098938","doi":"10.30953/tmt.v1.92","title":"WAME Editorial: Promoting Global Health: The World Association of Medical Editors Position on Editors’ Responsibility","year":2018,"lang":"en","type":"article","venue":"Telehealth and Medicine Today","topic":"Global Health and Surgery","field":"Medicine","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":"Grand Challenges Canada","keywords":"Publishing; Medical journal; Position statement; Statement (logic); Association (psychology); Global health; Position (finance); Political science; Social responsibility; Public relations; Medical research; Engineering ethics; Medicine; Psychology; Law; Health care; Family medicine; Business; Engineering","score_opus":0.01499258951481358,"score_gpt":0.3683215290650611,"score_spread":0.3533289395502475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801098938","genre_codex":"commentary","genre_gemma":"editorial","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":[0.22056112,0.0009074931,0.00003796948,0.6097101,0.16359216,0.001629733,0.000037557784,0.000182587,0.0033412816],"genre_scores_gemma":[0.4817359,0.00023141336,0.000076907876,0.019742271,0.4977649,0.000027770126,0.0000559302,0.000020461264,0.00034446956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939467,0.0006408118,0.0011997625,0.0004763254,0.0027839346,0.00095248286],"domain_scores_gemma":[0.9953441,0.0014836236,0.00067279016,0.0004388481,0.00061051804,0.0014501208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012063647,0.0002607951,0.0008385198,0.00016349903,0.00043440858,0.000008119354,0.00014807518,0.0003552517,0.0001570909],"category_scores_gemma":[0.006560944,0.00016173457,0.00008340522,0.0007923972,0.00043325036,0.00007082824,0.000052803873,0.0007468694,0.00002224785],"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":[0.0012358321,0.0001771207,0.018212559,0.00045992047,0.000024493149,0.0000064718183,0.00056314707,4.030278e-8,0.0000126903005,0.0009175111,0.9617609,0.016629366],"study_design_scores_gemma":[0.0030851476,0.0050657247,0.09203476,0.0017714205,0.00006511091,0.00004670839,0.00024166213,0.00008603166,0.0000692611,0.0009217813,0.89646477,0.00014765722],"about_ca_topic_score_codex":0.0020432635,"about_ca_topic_score_gemma":0.0006074577,"teacher_disagreement_score":0.58996785,"about_ca_system_score_codex":0.000993544,"about_ca_system_score_gemma":0.0024398433,"threshold_uncertainty_score":0.7854537},"labels":[],"label_agreement":null},{"id":"W2801295548","doi":"10.1007/s12630-018-1151-x","title":"Ethical dilemmas in global anesthesia and surgery","year":2018,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Anesthesia; Medicine; Psychology","score_opus":0.013117130207140162,"score_gpt":0.2629213967376376,"score_spread":0.24980426653049742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801295548","genre_codex":"empirical","genre_gemma":"editorial","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":[0.7457978,0.011300815,0.0000032282308,0.035225905,0.20636377,0.0005689593,0.000054237258,0.000029006655,0.0006562598],"genre_scores_gemma":[0.23632324,0.0026815452,0.0004421473,0.002535557,0.7567306,0.000012234952,0.00015779253,0.0003188969,0.0007979626],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.99086887,0.00071304874,0.0029232434,0.000693184,0.0020147,0.0027869612],"domain_scores_gemma":[0.9829098,0.0013248842,0.0018286548,0.0005725707,0.0026203846,0.010743702],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007888084,0.0010210501,0.0031659678,0.0021856236,0.0005286392,0.0004178067,0.000693135,0.003938414,0.00028463162],"category_scores_gemma":[0.0045116693,0.00093089906,0.000845975,0.0011884714,0.0009189912,0.00035148187,0.000017192346,0.0070943977,0.0000374814],"study_design_candidate":"case_report","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":[0.00043053698,0.000027197917,0.010921396,0.00022643985,0.00006868573,0.47926924,0.00014224181,0.0000015324342,1.7855783e-7,0.00004015144,0.50782937,0.0010430278],"study_design_scores_gemma":[0.0007749247,0.00071634765,0.006945202,0.0016944236,0.00018665893,0.53059953,0.00010845382,0.0000032488026,6.421119e-7,0.0002523033,0.4582928,0.00042546552],"about_ca_topic_score_codex":0.029922446,"about_ca_topic_score_gemma":0.056237474,"teacher_disagreement_score":0.5503669,"about_ca_system_score_codex":0.004152997,"about_ca_system_score_gemma":0.059706226,"threshold_uncertainty_score":0.9996699},"labels":[],"label_agreement":null},{"id":"W2801420218","doi":"10.1111/irv.12569","title":"Development of a short course on management of critically ill patients with acute respiratory infection and impact on clinician knowledge in resource‐limited intensive care units","year":2018,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto; Sunnybrook Health Science Centre","funders":"World Health Organization; United States Agency for International Development","keywords":"Critically ill; Intensive care medicine; Medicine; Intensive care; Medical emergency","score_opus":0.09809910238225165,"score_gpt":0.40898518014535246,"score_spread":0.3108860777631008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801420218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701774,0.0004156226,0.0000020667571,0.0000038728303,0.0000475309,0.00053749833,0.0000437339,0.000020932728,0.0019109886],"genre_scores_gemma":[0.91445357,0.0000018753946,0.000053158863,0.08541024,0.00003215685,0.000018474306,0.000001081937,0.000028033028,0.0000014033808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984691,0.00010772678,0.00059742935,0.00029052078,0.00025084856,0.00028437242],"domain_scores_gemma":[0.997523,0.00009149279,0.00012456023,0.0002484072,0.0017965394,0.00021599284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031806168,0.00021935809,0.0004178322,0.00032409726,0.00006958788,0.0000071995973,0.0000432391,0.00012618097,0.000010005439],"category_scores_gemma":[0.00016464284,0.00015856365,0.000033687604,0.0003458685,0.0002796841,0.000048074686,0.000039364153,0.00015782185,0.0000057230627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006350124,0.00024588924,0.97494864,0.00033756514,0.00017427679,0.000032497395,0.0022814202,0.0000012939,0.000059210925,0.00006801713,0.00024313299,0.015257911],"study_design_scores_gemma":[0.002416228,0.0036473437,0.8433651,0.0016484326,0.00008563304,0.0000011883532,0.0017170855,0.0000013248849,0.0009989024,0.0000025450354,0.14596453,0.00015168647],"about_ca_topic_score_codex":0.000028848512,"about_ca_topic_score_gemma":0.00018263311,"teacher_disagreement_score":0.1457214,"about_ca_system_score_codex":0.000097555916,"about_ca_system_score_gemma":0.00024484246,"threshold_uncertainty_score":0.64660376},"labels":[],"label_agreement":null},{"id":"W2802031766","doi":"10.1017/cem.2018.237","title":"P039: Application of the Delphi method to refine key components in the iterative development of a mobile tele-simulation unit (MTU)","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Memorial University of Newfoundland","funders":"","keywords":"Bridging (networking); Computer science; Delphi method; Telemedicine; Unit (ring theory); Process management; Medical education; Medicine; Health care; Psychology; Engineering","score_opus":0.1481775805733718,"score_gpt":0.4243242430943941,"score_spread":0.27614666252102227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802031766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494506,0.00051478914,0.0084543135,0.0034793343,0.0009403177,0.00060880865,0.0000088167635,0.0000015159932,0.0010470548],"genre_scores_gemma":[0.99697715,0.000014620578,0.00198271,0.0006349899,0.00030039967,0.000011435744,0.000009006008,0.000007639716,0.000062024534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979123,0.00018683352,0.0011667635,0.00010057792,0.0003922401,0.0002413142],"domain_scores_gemma":[0.99792534,0.00011923078,0.00046592703,0.00022755896,0.0008601855,0.00040178146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002077418,0.000106647014,0.00037183997,0.00032856892,0.00009330419,8.9371645e-7,0.0002052315,0.00005438436,0.00027627478],"category_scores_gemma":[0.0005306663,0.000059074053,0.00005776187,0.000917731,0.00008137985,0.00003785628,0.000009332156,0.00018546623,0.000003333145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002217037,0.0006644938,0.5539165,0.0011663324,0.0004629919,0.000078636986,0.18928705,0.0050172834,0.05240025,0.0022084268,0.036101967,0.15647902],"study_design_scores_gemma":[0.0021109541,0.0016200265,0.68113434,0.0015346409,0.00015044298,0.000050283757,0.0041755154,0.0031849253,0.0017879104,0.00038577832,0.30368915,0.00017603186],"about_ca_topic_score_codex":0.0042834594,"about_ca_topic_score_gemma":0.016375821,"teacher_disagreement_score":0.26758718,"about_ca_system_score_codex":0.00012601686,"about_ca_system_score_gemma":0.0009575423,"threshold_uncertainty_score":0.9138093},"labels":[],"label_agreement":null},{"id":"W2802152472","doi":"10.1016/j.wneu.2018.01.085","title":"Neurosurgery in East Africa: Innovations","year":2018,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"","keywords":"Medicine; Neurosurgery; Health care; Work (physics); Service (business); Developing country; Public relations; Economic growth; Political science; Marketing; Surgery; Business","score_opus":0.11284470189911279,"score_gpt":0.3516846748358045,"score_spread":0.23883997293669174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802152472","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":[0.0001597788,0.97672427,0.0000021975582,0.000622403,0.0054945415,0.0012752222,0.00011456465,0.00028222834,0.015324782],"genre_scores_gemma":[0.0003281412,0.9843232,0.00003118767,0.0031131567,0.0012590946,0.00030879176,0.0002790207,0.00021925289,0.010138139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930073,0.00049776264,0.0028844604,0.0012542479,0.0006953511,0.0016608933],"domain_scores_gemma":[0.9954957,0.0015038546,0.00081820716,0.0012983716,0.00020762185,0.0006762713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014445583,0.00092984264,0.0041259634,0.0040745083,0.00016466553,0.00007667486,0.0002643636,0.00043127473,0.00029715308],"category_scores_gemma":[0.0016297193,0.0008291007,0.0012165009,0.008493484,0.00023318265,0.00014841574,0.00017960843,0.0016103692,0.0010305664],"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":[0.00011287543,0.00068161596,0.0044508134,0.024435319,0.00006763092,0.003488061,0.000027806615,2.18292e-7,0.0000012631933,0.00040254646,0.5077346,0.45859727],"study_design_scores_gemma":[0.00019687218,0.000042563697,0.0010233866,0.013772056,0.00021544796,0.00050757185,0.0000027803655,0.000003187396,3.7335096e-7,0.00002637704,0.98368,0.0005293763],"about_ca_topic_score_codex":0.000017335624,"about_ca_topic_score_gemma":0.000029942656,"teacher_disagreement_score":0.4759454,"about_ca_system_score_codex":0.00028128581,"about_ca_system_score_gemma":0.001871576,"threshold_uncertainty_score":0.9997473},"labels":[],"label_agreement":null},{"id":"W2802400921","doi":"","title":"Responding to the Global Injury Burden by Improving Access to Orthopaedic Medical Devices: A Qualitative Case Study of Orthopaedic Services in Uganda","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Global Health and Surgery","field":"Medicine","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":"Incentive; Medicine; Government (linguistics); Poverty; Health care; Work (physics); Qualitative research; Business; Nursing; Economic growth; Engineering","score_opus":0.009514406710706082,"score_gpt":0.27409110618510424,"score_spread":0.26457669947439816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802400921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827246,0.000631099,0.0000031446098,0.0018662419,0.00040488134,0.0012076823,0.000597491,0.000008573002,0.012556302],"genre_scores_gemma":[0.9945646,0.00006256955,0.000048162135,0.0037459573,0.00008842043,0.00007271973,0.000076779594,0.00002870102,0.0013121151],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99446464,0.00034978456,0.0009585007,0.00049010164,0.0031986858,0.00053827034],"domain_scores_gemma":[0.99766475,0.0005050641,0.00042721417,0.00032605854,0.0000065565077,0.0010703752],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018036968,0.00035321867,0.0007578567,0.00016784665,0.0001676959,0.000024461531,0.0004324407,0.0001054919,0.00004279353],"category_scores_gemma":[0.0000635643,0.0002760424,0.00005657398,0.0007277936,0.000034928868,0.0002439005,0.0002238896,0.00038227387,7.538539e-9],"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":[0.040044066,0.00071005063,0.75231314,0.012858012,0.00072327553,0.014587879,0.057029434,0.000016685033,0.00054996315,0.0020976877,0.0033795566,0.115690276],"study_design_scores_gemma":[0.0024348982,0.001867778,0.16127817,0.0049521565,0.00027796914,0.0001803532,0.8161754,0.0002155211,0.0010730784,0.000097565375,0.010675176,0.0007719082],"about_ca_topic_score_codex":0.2342149,"about_ca_topic_score_gemma":0.8319953,"teacher_disagreement_score":0.759146,"about_ca_system_score_codex":0.00004216942,"about_ca_system_score_gemma":0.006140608,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W2804265268","doi":"10.2147/mder.s162854","title":"Design and preliminary validation of a mobile application-based expert system to facilitate repair of medical equipment in resource-limited health settings","year":2018,"lang":"en","type":"article","venue":"Medical Devices Evidence and Research","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"Debre Markos University; Bundesministerium für Gesundheit; GE Foundation","keywords":"Resource (disambiguation); Computer science; Systems engineering; Reliability engineering; Risk analysis (engineering); Engineering; Medicine","score_opus":0.13041833327704275,"score_gpt":0.44251713791120595,"score_spread":0.3120988046341632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804265268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9553195,0.009149321,0.003048404,0.030065242,0.00005051146,0.0022574665,0.000003736603,0.000044550714,0.0000612488],"genre_scores_gemma":[0.9958775,0.00078442367,0.00086366077,0.0020458314,0.000072874784,0.00030940154,0.000009016893,0.0000082959705,0.000028972854],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9944735,0.000987465,0.0008391043,0.00042384837,0.002767934,0.00050814654],"domain_scores_gemma":[0.9952162,0.002902268,0.00010998766,0.00030212902,0.0003846652,0.0010847877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018669344,0.0001076002,0.00047015387,0.00037169122,0.00010869498,0.000008028358,0.00017720518,0.00019832313,0.00005130952],"category_scores_gemma":[0.003468978,0.00008002741,0.00003468658,0.0007580923,0.00053526094,0.000056206336,0.00015402031,0.00031887856,0.0000081347725],"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":[0.017537097,0.0027561015,0.26453635,0.082757056,0.00015311255,0.00049407594,0.04094834,0.00009042433,0.0023687782,0.00046030275,0.088410385,0.49948797],"study_design_scores_gemma":[0.007850282,0.04096402,0.15187396,0.15145993,0.000063171414,0.0003071028,0.03386082,0.5051555,0.010034696,0.000077608194,0.097537786,0.0008151506],"about_ca_topic_score_codex":0.0017843599,"about_ca_topic_score_gemma":0.000036571262,"teacher_disagreement_score":0.5050651,"about_ca_system_score_codex":0.00012791439,"about_ca_system_score_gemma":0.0014057105,"threshold_uncertainty_score":0.64704597},"labels":[],"label_agreement":null},{"id":"W2804298079","doi":"10.29315/gm.v3i1.5","title":"Five Years of Humanitarian Missions in São Tomé and Príncipe","year":2016,"lang":"en","type":"article","venue":"Gazeta Médica","topic":"Global Health and Surgery","field":"Medicine","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":"Adidas (Canada)","funders":"","keywords":"Otorhinolaryngology; Health care; Tonsillectomy; Medicine; Work (physics); Health professionals; Unit (ring theory); Medical emergency; Medical education; Audiology; Psychology; Surgery; Engineering; Political science","score_opus":0.01876098206283425,"score_gpt":0.29048070100562806,"score_spread":0.2717197189427938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804298079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891443,0.0005548518,0.000007796729,0.0021779928,0.0000872699,0.00014173385,0.000013339877,0.000015192411,0.008087378],"genre_scores_gemma":[0.9968954,0.00016559969,0.00014777952,0.00050799234,0.000040593968,0.000004068264,0.0000026293437,0.0000063739053,0.0022295832],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993259,0.00002477664,0.00019239045,0.00012567092,0.00012189065,0.00020939884],"domain_scores_gemma":[0.99947983,0.00009633348,0.000037126436,0.00015560424,0.00002727991,0.00020379748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017785837,0.000053773405,0.00018916848,0.00008599155,0.000018192459,0.0000017053397,0.000033926415,0.00006234158,0.00022331273],"category_scores_gemma":[0.00027368483,0.000037870483,0.000029476007,0.00008810968,0.00006176557,0.000028913077,0.000024478148,0.00006446122,0.00003055049],"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":[0.0010360465,0.0008187753,0.4043999,0.00057351956,0.00007464335,0.00070853,0.0026502341,2.9983673e-7,0.011065789,0.007968748,0.093457654,0.47724587],"study_design_scores_gemma":[0.0012719971,0.00016625083,0.911477,0.00040177134,0.000016431484,0.000026638038,0.00013010658,0.0000066156695,0.00014510387,0.0004915542,0.085796475,0.00007001485],"about_ca_topic_score_codex":0.00016403839,"about_ca_topic_score_gemma":0.00007452786,"teacher_disagreement_score":0.50707716,"about_ca_system_score_codex":0.000025970809,"about_ca_system_score_gemma":0.00012344701,"threshold_uncertainty_score":0.24451178},"labels":[],"label_agreement":null},{"id":"W2805321336","doi":"10.1093/oxfordhb/9780190456818.013.7","title":"Global Health Diplomacy","year":2018,"lang":"en","type":"reference-entry","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; University of Calgary","funders":"","keywords":"Diplomacy; Global health; Political science; Negotiation; Foreign policy; Health policy; International relations; Politics; Economic growth; Public administration; Health care; Law; Economics","score_opus":0.0363940487777723,"score_gpt":0.38945222858155104,"score_spread":0.35305817980377874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805321336","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":[0.00032989515,0.019738628,0.000104736755,0.0037008342,0.0031460128,0.0005640116,0.00034046036,0.00025022408,0.9718252],"genre_scores_gemma":[0.0051357723,0.21961665,0.0016477542,0.05905976,0.008635156,0.000040022995,0.003026741,0.00008044913,0.70275766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717784,0.000067862165,0.00060819136,0.00050168275,0.0006006444,0.0010437547],"domain_scores_gemma":[0.9977366,0.00004330703,0.00019960261,0.0005619734,0.00018494959,0.0012735869],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030555762,0.00034819898,0.0010707532,0.00009258895,0.00010980174,0.000018728673,0.00012526927,0.0004727353,0.0021989415],"category_scores_gemma":[0.00011862638,0.00025760307,0.000243628,0.00031070493,0.000081176324,0.000028241235,0.00007767077,0.00034704947,0.0015877818],"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":[0.00008775718,0.00008711109,0.0037934128,0.0012291669,0.000041554184,0.000041706626,0.0000055815462,4.3303054e-9,1.4559465e-9,0.0011244073,0.8644531,0.12913623],"study_design_scores_gemma":[0.0005411124,0.0004240699,0.010696481,0.0012452609,0.000040999705,0.00017812377,0.00001695963,0.0000036625556,1.3878979e-7,0.0008796584,0.9857915,0.00018203324],"about_ca_topic_score_codex":0.0012096468,"about_ca_topic_score_gemma":0.00019233213,"teacher_disagreement_score":0.26906753,"about_ca_system_score_codex":0.00089347106,"about_ca_system_score_gemma":0.005589886,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W2805488649","doi":"10.1097/aia.0000000000000194","title":"Leading the World: Perspectives of a Female President of WFSA","year":2018,"lang":"en","type":"review","venue":"International Anesthesiology Clinics","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Medicine; Foundation (evidence); Bay; University hospital; General hospital; Family medicine; Library science; Optometry; Management; Gerontology; History; Archaeology","score_opus":0.08752741383954209,"score_gpt":0.4528025418370391,"score_spread":0.365275127997497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805488649","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":[0.006310611,0.9888536,0.0000028618308,0.0003523724,0.0007083922,0.00044983756,0.000027925773,0.000013732424,0.0032807118],"genre_scores_gemma":[0.0024176391,0.9922931,0.00016432583,0.00031215022,0.0005653233,0.00003119317,0.000046285444,0.000020186802,0.0041497713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778056,0.00023656449,0.0012102268,0.0002999589,0.00026054567,0.00021211643],"domain_scores_gemma":[0.99600303,0.002155922,0.0009874743,0.000356093,0.00042191756,0.00007556706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097071787,0.00020319782,0.00151813,0.00027873696,0.0000321423,0.000003202773,0.00037655688,0.0002585128,0.0002199912],"category_scores_gemma":[0.0011564912,0.000120121396,0.00066485413,0.0001958246,0.0004718614,0.000021556421,0.000077921926,0.00035717478,0.00008610628],"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":[0.0010073996,0.0012743522,0.04640629,0.024484687,0.0024150345,0.00027894252,0.0014415081,0.0000024536039,9.56486e-7,0.021657888,0.020737957,0.88029253],"study_design_scores_gemma":[0.00016764762,0.00027909782,0.0022320452,0.00634828,0.00033322393,0.00019271008,0.00015485573,0.000005504762,0.0000015419831,0.0002561603,0.9899401,0.0000888018],"about_ca_topic_score_codex":0.000020201891,"about_ca_topic_score_gemma":0.000014633754,"teacher_disagreement_score":0.96920216,"about_ca_system_score_codex":0.000079932615,"about_ca_system_score_gemma":0.00059156906,"threshold_uncertainty_score":0.48984084},"labels":[],"label_agreement":null},{"id":"W2805616116","doi":"10.1186/s12992-018-0368-3","title":"Reprising the globalization dimensions of international health","year":2018,"lang":"en","type":"editorial","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa","funders":"","keywords":"Globalization; Global health; International health; Health policy; Political science; Public health; Human rights; Right to health; Economic growth; Health care; Economics; Medicine; Law","score_opus":0.02393097558133535,"score_gpt":0.37757845437190807,"score_spread":0.35364747879057273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805616116","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":[0.00020198918,0.012301003,0.0062282644,0.05541296,0.91894054,0.0017836199,0.00090578647,0.00018061425,0.004045233],"genre_scores_gemma":[0.01148531,0.15698504,0.002631385,0.04167626,0.7698283,0.000042976317,0.015305653,0.00013891877,0.0019061054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658155,0.00022749859,0.0011401427,0.00048692597,0.0010637617,0.0005001298],"domain_scores_gemma":[0.99692535,0.00013030373,0.0010613932,0.0004708789,0.00093453686,0.00047751662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020613961,0.00025642206,0.00072957145,0.00015750775,0.00040711058,0.00004089037,0.00014551973,0.0003887583,0.00006478129],"category_scores_gemma":[0.0008979185,0.00017414143,0.00010574129,0.0004728733,0.0001630417,0.00006855918,0.00010145857,0.0003093622,0.000014114873],"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":[0.00009793983,0.00007832701,0.0033458052,0.00067132915,0.000042286305,0.0000013608915,0.00020968558,0.000003869125,2.7547912e-7,0.002157155,0.9883498,0.005042153],"study_design_scores_gemma":[0.00071648025,0.00029638986,0.005616315,0.0010475474,0.000030853458,0.000019794255,0.00010331008,0.00042440373,8.668664e-7,0.00028874062,0.9913373,0.00011799598],"about_ca_topic_score_codex":0.0022712478,"about_ca_topic_score_gemma":0.0003163275,"teacher_disagreement_score":0.14911218,"about_ca_system_score_codex":0.00064958894,"about_ca_system_score_gemma":0.0035132412,"threshold_uncertainty_score":0.7101282},"labels":[],"label_agreement":null},{"id":"W2805745634","doi":"10.1186/s12910-018-0280-7","title":"Deconstructing the notion of “global health research partnerships” across Northern and African contexts","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":116,"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":"Canadian Institutes of Health Research","keywords":"General partnership; Global health; Public relations; Context (archaeology); Paternalism; Philosophy of medicine; Sociology; Political science; Politics; Economic growth; Public administration; Health care; Law; Medicine","score_opus":0.3208126455374221,"score_gpt":0.5325710562822805,"score_spread":0.2117584107448584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805745634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9449303,0.0010137636,0.0007109129,0.050667398,0.00039205034,0.00031923034,0.000016397498,0.000029565635,0.0019203443],"genre_scores_gemma":[0.9936776,0.00032671442,0.00034813743,0.005104796,0.0004932845,0.000006990625,0.000004631581,0.000007554198,0.000030295141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99557954,0.001212724,0.00050309894,0.00024548924,0.0017310404,0.00072809873],"domain_scores_gemma":[0.9880607,0.009534662,0.00015590378,0.0003277849,0.000883404,0.0010375071],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01961448,0.000094797506,0.0003170528,0.000022213579,0.0005257135,0.000013952966,0.00013032321,0.00038347853,0.000044177636],"category_scores_gemma":[0.050940648,0.000061005027,0.000052207997,0.00038391346,0.002782545,0.000027377731,0.000108020555,0.0013899796,0.000021236567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079495815,0.00014616574,0.8192146,0.0024167874,0.00003182117,0.00002351298,0.008510648,1.6256074e-7,0.000005895131,0.030495975,0.0018766796,0.13648279],"study_design_scores_gemma":[0.005596898,0.0030263246,0.9016349,0.0059856363,0.000043716314,0.0011571954,0.04153044,0.0011714405,0.00010166019,0.015933273,0.02342464,0.00039392235],"about_ca_topic_score_codex":0.0011022617,"about_ca_topic_score_gemma":0.09670063,"teacher_disagreement_score":0.13608888,"about_ca_system_score_codex":0.00013997305,"about_ca_system_score_gemma":0.010351177,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W2806328579","doi":"10.1007/s00268-018-4691-x","title":"Out‐of‐Pocket and Catastrophic Expenses Incurred by Seeking Pediatric and Adult Surgical Care at a Public, Tertiary Care Centre in Uganda","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Health care; Emergency medicine; Public health; Pediatric hospital; Tertiary care; Population; Pediatrics; Family medicine; Environmental health; Nursing","score_opus":0.01604137080884667,"score_gpt":0.2687662938584078,"score_spread":0.2527249230495611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806328579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525476,0.04534545,9.931973e-7,0.0011936253,0.00058586063,0.00011556264,0.00005583419,0.000009244486,0.000145813],"genre_scores_gemma":[0.99601656,0.0028588194,0.000046755937,0.00036378327,0.0006060389,0.0000015155122,0.00004237627,0.000019421286,0.000044743007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776363,0.00014933011,0.000919784,0.00022346365,0.00042229227,0.00052152487],"domain_scores_gemma":[0.99772125,0.0005076344,0.00043442877,0.00014793688,0.0005952672,0.00059345557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046269057,0.0002037984,0.0007595937,0.00070500124,0.000100225385,0.000024630712,0.000058902813,0.00009714885,0.000073312],"category_scores_gemma":[0.0003168343,0.00016705619,0.00014194119,0.0003736809,0.00014684549,0.00017790942,0.00008069019,0.0003262826,0.0000023810564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005805097,0.00006224763,0.9696476,0.0005802829,0.000019645953,0.00074845203,0.0016098656,4.7761116e-8,0.000058493963,0.0000027128763,0.0165774,0.010112741],"study_design_scores_gemma":[0.0050140247,0.0002588942,0.92639613,0.0017994184,0.0002080962,0.0019636315,0.00894498,0.00001544306,0.000554953,0.000014269224,0.054314423,0.00051575387],"about_ca_topic_score_codex":0.00007137344,"about_ca_topic_score_gemma":0.00046857566,"teacher_disagreement_score":0.043468934,"about_ca_system_score_codex":0.00015199879,"about_ca_system_score_gemma":0.00036830315,"threshold_uncertainty_score":0.6812354},"labels":[],"label_agreement":null},{"id":"W2807439583","doi":"10.1007/s00268-018-4690-y","title":"Backward Planning a Craniomaxillofacial Trauma Curriculum for the Surgical Workforce in Low‐Resource Settings","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"AO Foundation","keywords":"Curriculum; Medicine; Workforce; Context (archaeology); Medical education; Health care; Resource (disambiguation); Nursing; Psychology; Pedagogy","score_opus":0.03640294793616973,"score_gpt":0.3236691817764917,"score_spread":0.28726623384032196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807439583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98442525,0.003619897,0.00018395169,0.0066832835,0.0016251355,0.0003258335,0.000007966924,0.000024403935,0.0031042714],"genre_scores_gemma":[0.99415404,0.00008922087,0.0002575471,0.0023877637,0.0024550445,0.0000094991165,0.0000048316097,0.000029438983,0.00061259005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727684,0.0000991989,0.0011472875,0.00019134319,0.00051496335,0.0007703664],"domain_scores_gemma":[0.9967443,0.0019105698,0.00047131567,0.00018436069,0.00029207853,0.0003974072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033460367,0.00020595823,0.00076403224,0.00053062243,0.00020238456,0.00003745454,0.0001436345,0.00010350827,0.00013188749],"category_scores_gemma":[0.00060782174,0.00013419027,0.0005495608,0.0008415591,0.00017226956,0.00012611343,0.000026092426,0.0005260326,0.000014317589],"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":[0.005885827,0.0004468276,0.64026344,0.0002767945,0.00012953814,0.002467104,0.0007288285,0.00007543947,0.000030055842,0.00025354404,0.18341783,0.16602479],"study_design_scores_gemma":[0.0018609544,0.00015923157,0.08978784,0.0022156083,0.00006972162,0.0016202903,0.00055092294,0.00046352335,0.000093604765,0.00007279008,0.9029048,0.00020067906],"about_ca_topic_score_codex":0.000016263406,"about_ca_topic_score_gemma":0.00001290531,"teacher_disagreement_score":0.719487,"about_ca_system_score_codex":0.00011791235,"about_ca_system_score_gemma":0.00029636774,"threshold_uncertainty_score":0.54721206},"labels":[],"label_agreement":null},{"id":"W2807482359","doi":"10.1016/j.jogc.2018.03.116","title":"The Impact of A Global Health Elective on Canmed Competencies and Future Practice","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Medicine; Global health; Reproductive health; Health care; Family medicine; Medical education; Nursing; Public health; Environmental health; Economic growth","score_opus":0.009303792417625975,"score_gpt":0.3073232100668924,"score_spread":0.2980194176492664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807482359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96830046,0.016274167,0.0000025937184,0.009124157,0.004402536,0.00012985874,0.000026968792,0.0000013637047,0.001737871],"genre_scores_gemma":[0.99578995,0.0015885624,0.00009627775,0.002393535,0.00011605035,4.3589478e-7,5.3143106e-7,0.0000031746206,0.000011512688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988968,0.00010960042,0.0003617638,0.000077697645,0.00025635076,0.00029780882],"domain_scores_gemma":[0.9957136,0.002581644,0.00051760214,0.000079831225,0.0007159905,0.00039132725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005156649,0.000088084584,0.00035162218,0.000051223004,0.00019234746,0.000008440858,0.00004806,0.00006349989,0.000011377201],"category_scores_gemma":[0.0045111063,0.00004981717,0.00004479879,0.00033151545,0.00012829996,0.000036696274,0.000014021596,0.0002444046,9.370604e-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":[0.0005818947,0.00020293136,0.5594273,0.00008249836,0.0005266433,0.001074999,0.0003313035,0.0000037733848,0.0000036315776,0.0022295937,0.05739128,0.37814412],"study_design_scores_gemma":[0.0010273652,0.0041857525,0.954251,0.000006982819,0.000030616422,0.00047415198,0.0009552462,0.000020045787,0.0000020367415,0.00009807114,0.038910653,0.000038113038],"about_ca_topic_score_codex":0.079174064,"about_ca_topic_score_gemma":0.0749688,"teacher_disagreement_score":0.39482364,"about_ca_system_score_codex":0.0018595939,"about_ca_system_score_gemma":0.009530002,"threshold_uncertainty_score":0.99608505},"labels":[],"label_agreement":null},{"id":"W2807485345","doi":"10.1186/s12910-018-0282-5","title":"The ethics of relationality in implementation and evaluation research in global health: reflections from the Dream-A-World program in Kingston, Jamaica","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Operationalization; Research ethics; Engineering ethics; Sociology; Reflexivity; Philosophy of medicine; Global mental health; Public relations; Political science; Social science; Mental health; Psychology; Epistemology; Medicine","score_opus":0.4427983201460832,"score_gpt":0.6398485333475802,"score_spread":0.19705021320149696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807485345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62359303,0.001631634,0.00020518778,0.369883,0.00041160476,0.0021163363,0.00002389,0.000022080067,0.0021132284],"genre_scores_gemma":[0.9928281,0.0013300455,0.00094161567,0.004444188,0.00021297247,0.00014808618,0.000080352846,0.000005695469,0.000008983409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9889723,0.0062855184,0.00094310136,0.00029369417,0.003011364,0.0004940066],"domain_scores_gemma":[0.9712961,0.02719415,0.00016228262,0.00029882992,0.0007913695,0.00025731203],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06757729,0.0000842311,0.00021692202,0.000117163385,0.00036762003,0.000017267996,0.00012318596,0.0004494025,0.00006165933],"category_scores_gemma":[0.043581862,0.000055480006,0.00002968603,0.0015542089,0.0010169909,0.00004791165,0.00007478483,0.0031747308,0.0000039151223],"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":[0.00061159173,0.00032185533,0.83251446,0.00037193092,0.000009804133,0.0000038732305,0.007196534,0.0000042434785,0.0000027483477,0.073944256,0.0017662371,0.08325248],"study_design_scores_gemma":[0.001455386,0.00022055017,0.910134,0.0009728008,0.0000067026435,0.000003925026,0.0025546777,0.0018246736,0.0000041461903,0.07658158,0.006196405,0.000045120745],"about_ca_topic_score_codex":0.038162105,"about_ca_topic_score_gemma":0.8487882,"teacher_disagreement_score":0.8106261,"about_ca_system_score_codex":0.0006831093,"about_ca_system_score_gemma":0.017519997,"threshold_uncertainty_score":0.999125},"labels":[],"label_agreement":null},{"id":"W2808722113","doi":"10.7759/cureus.2850","title":"Collaborative Development of a Simulation-augmented Health Education Program in Resource-challenged Regions","year":2018,"lang":"en","type":"review","venue":"Cureus","topic":"Global Health and Surgery","field":"Medicine","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":"Memorial University of Newfoundland; University of Ontario Institute of Technology","funders":"","keywords":"Medicine; Resource (disambiguation); Obstacle; Developing country; Literacy; Knowledge management; Economic growth; Computer science","score_opus":0.09891975405831618,"score_gpt":0.4660287114006994,"score_spread":0.36710895734238325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808722113","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":[0.000031678203,0.99236417,0.000030198997,0.0002833255,0.0002493753,0.0049609127,0.00001904783,0.00004956617,0.0020117024],"genre_scores_gemma":[0.00011684324,0.99429196,0.003229588,0.00021528706,0.00016380168,0.0008830173,0.000800535,0.000032112723,0.00026684444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975051,0.000253404,0.0012324747,0.0003484568,0.000275931,0.0003846117],"domain_scores_gemma":[0.99811524,0.00017634047,0.0006870683,0.00037290057,0.00034152358,0.0003069502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613732,0.00026406164,0.0014638775,0.00026996233,0.00008302197,0.0000061417677,0.00008911496,0.0002586094,0.00002661576],"category_scores_gemma":[0.00029323832,0.00022045894,0.00013042991,0.0008906517,0.00006139345,0.000029199344,0.00003166768,0.00024765314,0.000025125742],"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":[0.000037948408,0.0008774012,0.000014571811,0.019116739,0.00006747802,0.0000022559705,0.0010295609,8.393181e-7,6.003716e-9,0.000100548015,0.008909614,0.96984303],"study_design_scores_gemma":[0.00025006558,0.00023904874,0.00007969423,0.027741801,0.00006678259,0.0000050745484,0.00042831665,0.000012200784,9.252145e-8,0.0000145144795,0.9710307,0.00013170845],"about_ca_topic_score_codex":0.000032073745,"about_ca_topic_score_gemma":0.00021900256,"teacher_disagreement_score":0.9697113,"about_ca_system_score_codex":0.0009363744,"about_ca_system_score_gemma":0.013453207,"threshold_uncertainty_score":0.9921396},"labels":[],"label_agreement":null},{"id":"W2809401007","doi":"10.1136/bmjgh-2018-000810","title":"Perioperative mortality rates in low-income and middle-income countries: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; University of Toronto","funders":"Boston Children's Hospital","keywords":"Meta-analysis; Low and middle income countries; Medicine; Economics; Demographic economics; Developing country; Economic growth; Internal medicine","score_opus":0.11696893359252303,"score_gpt":0.47452929518932824,"score_spread":0.3575603615968052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809401007","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":[0.00007165047,0.9843483,0.0000062621416,0.0010671796,0.000106350606,0.012726655,0.0013472643,0.0000511318,0.00027518396],"genre_scores_gemma":[0.00018479349,0.9916401,0.00012381654,0.0063802483,0.000071831855,0.0011279872,0.00018213384,0.000032272426,0.00025680693],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9906247,0.0021760527,0.0042026057,0.0011459611,0.0007523044,0.001098371],"domain_scores_gemma":[0.9950429,0.00046037004,0.0016841086,0.0011719917,0.00035746384,0.0012831433],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0066743433,0.0009774662,0.021869173,0.00041258987,0.000206749,0.000079508376,0.00020555832,0.0004079201,0.00014258252],"category_scores_gemma":[0.00084965036,0.0006170402,0.0016429375,0.0027135569,0.0002728419,0.00011743248,0.00014704085,0.00046066893,0.000082913924],"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":[0.000014755752,0.000046366567,0.00071809377,0.9762501,0.022235626,0.00009911948,0.000039446135,3.319807e-8,3.0748785e-11,0.0003558442,0.00011197583,0.0001286327],"study_design_scores_gemma":[0.00035852732,0.00026738888,0.00097120064,0.47408545,0.50654733,0.000635728,0.000046323443,0.000015937076,2.1883542e-9,0.000025576754,0.016514113,0.0005324129],"about_ca_topic_score_codex":0.0016138823,"about_ca_topic_score_gemma":0.0015529818,"teacher_disagreement_score":0.50216466,"about_ca_system_score_codex":0.0012853604,"about_ca_system_score_gemma":0.0033610899,"threshold_uncertainty_score":0.99962807},"labels":[],"label_agreement":null},{"id":"W2809631723","doi":"10.4300/jgme-d-17-00946.1","title":"Cultivating Global Surgery Initiatives Abroad and at Home","year":2018,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"","keywords":"MEDLINE; Medicine; Medical education; Data science; Political science; Computer science","score_opus":0.04342960461644846,"score_gpt":0.395254721105763,"score_spread":0.3518251164893145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809631723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97755367,0.0010134631,0.000059231366,0.017083323,0.001910669,0.00006897005,0.0000016869133,0.0000101402175,0.002298822],"genre_scores_gemma":[0.9921326,0.0007834271,0.00046545605,0.0048004296,0.0017043868,0.0000017686538,0.000007676278,0.0000066010753,0.0000976371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981727,0.0001012379,0.00062227726,0.00011279315,0.000735611,0.00025537985],"domain_scores_gemma":[0.99781597,0.00026044343,0.00036916393,0.00008330844,0.0005908442,0.0008802575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013108696,0.00010051156,0.0003566891,0.00011348607,0.00011126747,0.000012006516,0.000046254154,0.00009594424,0.00026878424],"category_scores_gemma":[0.0052700043,0.000073135045,0.0000924303,0.00026240337,0.0002204278,0.00015939151,0.000025691039,0.0002247432,0.000020293004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005272177,0.0004437936,0.6656633,0.00021846335,0.000056553723,0.000065341315,0.0006688094,2.347473e-8,0.00006319323,0.00029132987,0.16997655,0.16202542],"study_design_scores_gemma":[0.00065057015,0.000307445,0.9806332,0.0010207256,0.00004888006,0.0025100682,0.00056511135,0.000042060696,0.00011685381,0.0010167666,0.012991113,0.00009723252],"about_ca_topic_score_codex":0.00004052853,"about_ca_topic_score_gemma":0.000007723082,"teacher_disagreement_score":0.31496987,"about_ca_system_score_codex":0.00021788442,"about_ca_system_score_gemma":0.0025247966,"threshold_uncertainty_score":0.6309068},"labels":[],"label_agreement":null},{"id":"W2810232964","doi":"10.1017/cjn.2018.182","title":"P.080 Neurosurgery Residency Program at the Faculty of Medicine, Universitas Gadjah Mada, Indonesia: a unique approach and strategy for an archipelago country","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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":"University of Regina","funders":"","keywords":"Archipelago; Telemedicine; Videoconferencing; Neurosurgery; Developing country; Medicine; Rural area; Medical education; Medical emergency; Nursing; Health care; Geography; Political science; Economic growth; Surgery; Telecommunications","score_opus":0.07192529237177901,"score_gpt":0.3282576417867403,"score_spread":0.25633234941496125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810232964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98976994,0.0010275483,0.000030273919,0.005627397,0.00044818516,0.00048516438,0.000036679598,0.000015690068,0.0025591056],"genre_scores_gemma":[0.9941935,0.0003260991,0.0011012509,0.003964917,0.00037337543,0.000004758991,0.0000023109835,0.000010257982,0.000023515073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955464,0.00089063676,0.00092536566,0.000521786,0.00078544865,0.0013303454],"domain_scores_gemma":[0.9949728,0.00071285263,0.00082967326,0.00019243419,0.0008496498,0.0024425732],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005849876,0.00029984335,0.00066453725,0.0006826287,0.002613321,0.00016743105,0.000979044,0.00020718467,0.00005407276],"category_scores_gemma":[0.0018951114,0.00016488887,0.00016047791,0.0012785323,0.017292788,0.0005757566,0.000062160005,0.0008486672,3.683084e-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":[0.00085189723,0.00009574078,0.97598064,0.000065114305,0.000021149037,0.0018645824,0.00071368855,0.00022551497,0.0000793913,0.0028219773,0.0065082377,0.010772073],"study_design_scores_gemma":[0.0008637747,0.1661649,0.7696077,0.00009838397,0.00012356456,0.044565927,0.0019254748,0.0017359875,0.00004709367,0.010192902,0.004390953,0.0002833304],"about_ca_topic_score_codex":0.003746287,"about_ca_topic_score_gemma":0.05267367,"teacher_disagreement_score":0.20637293,"about_ca_system_score_codex":0.0001470615,"about_ca_system_score_gemma":0.005071473,"threshold_uncertainty_score":0.9986851},"labels":[],"label_agreement":null},{"id":"W2810291885","doi":"10.1016/j.wneu.2018.06.111","title":"Exploratory Analysis into Reasonable Timeframes for the Provision of Neurosurgical Care in Low- and Middle-Income Countries","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Referral; Low and middle income countries; Health care; Neurosurgery; Scope (computer science); Family medicine; Developing country; Nursing; Psychiatry","score_opus":0.015258057957256606,"score_gpt":0.28299853481332843,"score_spread":0.26774047685607183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810291885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386203,0.0029705877,0.000023633202,0.0017704036,0.0004760348,0.0006053624,0.000026432614,0.000042509673,0.00022300554],"genre_scores_gemma":[0.99686176,0.00036218547,0.00006833254,0.002068851,0.0001598157,0.00007238431,0.000012913352,0.000023589097,0.0003701889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980815,0.00011973209,0.0006192567,0.00039916206,0.00032865602,0.00045165952],"domain_scores_gemma":[0.9973528,0.0015692792,0.00017403459,0.0004340515,0.00026148712,0.00020839312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006832548,0.00019053849,0.00064917555,0.0005538338,0.00016851514,0.0000293366,0.00008805934,0.00007570428,0.000040448816],"category_scores_gemma":[0.00052608794,0.0001345809,0.00021209122,0.0014451713,0.00034966128,0.00010607115,0.000067061155,0.00018299722,0.0000066315165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032107744,0.0001145082,0.98916113,0.0022427856,0.00008015266,0.00011106599,0.00086049264,0.000016167884,0.00013297264,0.0003090119,0.0015874284,0.0021734873],"study_design_scores_gemma":[0.0019025744,0.00073424104,0.88558364,0.001609612,0.00060880085,0.000031044652,0.0005692129,0.0029026645,0.0031672271,0.00015713753,0.10232537,0.00040846475],"about_ca_topic_score_codex":0.00008474949,"about_ca_topic_score_gemma":0.00034578267,"teacher_disagreement_score":0.1035775,"about_ca_system_score_codex":0.000046324432,"about_ca_system_score_gemma":0.00020670323,"threshold_uncertainty_score":0.548805},"labels":[],"label_agreement":null},{"id":"W2811202502","doi":"10.1016/j.jpedsurg.2018.06.018","title":"Delayed access to care and unmet burden of pediatric surgical disease in resource-constrained African countries","year":2018,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Burden of disease; Disease; Disease burden; Intensive care medicine; Family medicine; Pathology","score_opus":0.0412953653457184,"score_gpt":0.3504330326464411,"score_spread":0.3091376673007227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811202502","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":[0.05326773,0.94426906,0.0000022947518,0.00023026082,0.0009843439,0.0007151667,0.00030425005,0.000016219676,0.00021068365],"genre_scores_gemma":[0.011109377,0.97472596,0.00006576136,0.000109248096,0.013811796,0.000018868752,0.0000619589,0.00006474106,0.00003227449],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935935,0.0005530593,0.003360847,0.00047364808,0.0011680293,0.00085089175],"domain_scores_gemma":[0.9902142,0.004452906,0.0022746404,0.00041862935,0.0007619019,0.0018777057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028179465,0.0005884028,0.0044410825,0.0034967724,0.000078475656,0.000060933427,0.00034031816,0.0004511028,0.00010199086],"category_scores_gemma":[0.0025353285,0.00045066743,0.0012218368,0.0025435472,0.00013551288,0.00018025827,0.0001738332,0.0007965932,0.000011688993],"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":[0.005651289,0.00049338234,0.28871983,0.13343897,0.0005051674,0.015386835,0.00080947194,0.000011063,1.5924144e-8,0.000014334431,0.26749587,0.28747377],"study_design_scores_gemma":[0.0008305606,0.00033192598,0.0026712602,0.0034441606,0.004262191,0.00044098866,0.00018577307,0.000001293968,5.0572122e-8,0.0000089700525,0.9873429,0.00047995173],"about_ca_topic_score_codex":0.000094220515,"about_ca_topic_score_gemma":0.000005881756,"teacher_disagreement_score":0.71984696,"about_ca_system_score_codex":0.000356536,"about_ca_system_score_gemma":0.006644276,"threshold_uncertainty_score":0.9997945},"labels":[],"label_agreement":null},{"id":"W2812253217","doi":"10.1038/d41586-018-05642-8","title":"Grand challenges in humanitarian aid","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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 Health Network; Toronto Public Health; Centre for Global Health Research; University of Toronto","funders":"","keywords":"Natural (archaeology); Humanitarian aid; Political science; Library science; History; Computer science; Law; Archaeology","score_opus":0.030744765141724337,"score_gpt":0.3230350538212223,"score_spread":0.2922902886794979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2812253217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79720443,0.026857864,6.6961894e-7,0.017875772,0.00094135944,0.00019105853,0.000003833909,0.00004989492,0.15687513],"genre_scores_gemma":[0.99363714,0.0004889545,0.000077624994,0.0048590014,0.00056902796,0.0000025911274,0.000006186601,0.0000057658026,0.00035370758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944735,0.000014514525,0.000085950625,0.00012268126,0.00011740562,0.00021209492],"domain_scores_gemma":[0.9996835,0.000020708832,0.000013457453,0.00013162405,0.000053260716,0.00009746798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017126426,0.000055632667,0.00012714084,0.00006700602,0.00003165063,0.0000025864338,0.00003213621,0.0005687978,0.00010473768],"category_scores_gemma":[0.00009750497,0.000044003133,0.000025214576,0.00008759062,0.000028446904,0.000023347866,0.000008738543,0.0008696705,0.000089021356],"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":[0.003297954,0.0010408108,0.17836082,0.0014644923,0.00007955076,0.0015215199,0.0058604605,1.7168567e-7,0.00061780773,0.081109844,0.42848265,0.29816392],"study_design_scores_gemma":[0.0010431622,0.00021622491,0.2795778,0.00012102834,0.0000066255707,0.00004267645,0.00012398031,0.000004940855,0.0001365174,0.0013289573,0.7173299,0.000068185094],"about_ca_topic_score_codex":0.000019995003,"about_ca_topic_score_gemma":0.00062689284,"teacher_disagreement_score":0.29809573,"about_ca_system_score_codex":0.000027115782,"about_ca_system_score_gemma":0.000048612044,"threshold_uncertainty_score":0.43870896},"labels":[],"label_agreement":null},{"id":"W2818017314","doi":"10.1093/heapol/czx162","title":"Strategic leadership capacity building for Sub-Saharan African health systems and public health governance: a multi-country assessment of essential competencies and optimal design for a Pan African DrPH","year":2017,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Health and Surgery","field":"Medicine","cited_by":38,"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; Rockefeller Foundation","keywords":"Facilitator; Capacity building; Public health; Leadership development; Public relations; Corporate governance; Medicine; Medical education; Nursing; Political science; Business","score_opus":0.308907209387103,"score_gpt":0.42831554557717855,"score_spread":0.11940833619007557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2818017314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86705476,0.02885391,0.041576784,0.05371645,0.00057968893,0.0062526325,0.0017491424,0.00010349242,0.00011311254],"genre_scores_gemma":[0.97990847,0.0019963116,0.014578445,0.00282358,0.00045562192,0.00014394222,0.000048850852,0.000029898569,0.000014913062],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9964767,0.00030284288,0.0008642947,0.0004971366,0.00030298822,0.0015560188],"domain_scores_gemma":[0.9963612,0.00070757756,0.0012327238,0.0002896217,0.00014244256,0.0012664323],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037438124,0.00030234907,0.001187658,0.00018767599,0.0016741237,0.00017052883,0.00010924071,0.00013678358,5.3470967e-7],"category_scores_gemma":[0.00046880008,0.00027972367,0.00006294144,0.00012712914,0.0003123141,0.00019667602,0.000040405448,0.00030736602,6.171591e-8],"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":[0.00842593,0.0025601883,0.259298,0.3098339,0.0011685232,0.000078143785,0.068632826,0.00087764696,0.0014247097,0.26208028,0.01930002,0.066319846],"study_design_scores_gemma":[0.021931484,0.012282979,0.7083244,0.011250201,0.00012638821,0.0007847726,0.04877177,0.17242067,0.000048474645,0.0005913387,0.021978848,0.0014887232],"about_ca_topic_score_codex":0.02278634,"about_ca_topic_score_gemma":0.00037920554,"teacher_disagreement_score":0.44902638,"about_ca_system_score_codex":0.00037590865,"about_ca_system_score_gemma":0.00421517,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W2836963948","doi":"10.1111/1467-9566.12714","title":"Olsen, W.C. and Sargent, C. (eds) African Medical Pluralism. Indiana University Press, Bloomington. 2017. 265 pp. ISBN: 978‐0‐253‐02491‐6","year":2017,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Global Health and Surgery","field":"Medicine","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":"Acadia University","funders":"","keywords":"Pluralism (philosophy); Ethnography; Kaleidoscope; Improvisation; Sociology; Health care; Epistemology; Anthropology; Political science; Law; Visual arts; Art; Philosophy","score_opus":0.028950956228379423,"score_gpt":0.32051564021959633,"score_spread":0.29156468399121693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2836963948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9196738,0.01471754,0.000021087291,0.060928266,0.0013763901,0.00070249685,0.00019799068,0.00006792589,0.0023145196],"genre_scores_gemma":[0.9848933,0.009452727,0.000108065375,0.0043374766,0.00024049946,0.000008724256,0.00006662283,0.000020715224,0.0008718678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679154,0.00058170926,0.0006208353,0.0005158634,0.00046588536,0.0010241433],"domain_scores_gemma":[0.997067,0.0002979795,0.0007647032,0.0006752096,0.00016311949,0.0010319947],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022082163,0.00025208082,0.0011131302,0.00010117412,0.0018757816,0.000007733679,0.0004194003,0.0005037462,0.00015342713],"category_scores_gemma":[0.0006121928,0.00023931118,0.00014627066,0.0000695717,0.0024688765,0.000101870755,0.0003221751,0.00078028516,0.000013644523],"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":[0.0022702378,0.0009248247,0.32107934,0.0031967014,0.0004866371,0.0011698157,0.011150779,0.0000016471532,0.00004321277,0.018165605,0.57543445,0.06607678],"study_design_scores_gemma":[0.0044620475,0.00062559056,0.29484427,0.00029906575,0.00010481804,0.0003181507,0.0051850104,0.000077900484,0.000030814288,0.00063674786,0.6930039,0.0004117032],"about_ca_topic_score_codex":0.007417229,"about_ca_topic_score_gemma":0.0001570532,"teacher_disagreement_score":0.117569454,"about_ca_system_score_codex":0.00019884572,"about_ca_system_score_gemma":0.0020537982,"threshold_uncertainty_score":0.9994236},"labels":[],"label_agreement":null},{"id":"W2871201893","doi":"10.1097/acm.0000000000002352","title":"Toronto Addis Ababa Academic Collaboration: A Relational, Partnership Model for Building Educational Capacity Between a High- and Low-Income University","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":34,"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; The Wilson Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"General partnership; CLARITY; Capacity building; Perspective (graphical); Low income; Sociology; Medical education; Political science; Public relations; Medicine; Socioeconomics","score_opus":0.07303095661714756,"score_gpt":0.3634353446802883,"score_spread":0.29040438806314073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2871201893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95819455,0.0013552168,0.005669612,0.03216559,0.00034409386,0.00078093813,0.00011095326,0.000069251815,0.0013097867],"genre_scores_gemma":[0.98869693,0.0005280743,0.0018487063,0.0024547956,0.0034102863,0.000018623354,0.00021919845,0.000018932353,0.0028044793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807817,0.00006896191,0.0005091153,0.00042858298,0.0004471388,0.0004680106],"domain_scores_gemma":[0.99757063,0.0008551754,0.00021729035,0.00019841305,0.00047322243,0.0006852616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010629335,0.00020529445,0.00047186148,0.00012189174,0.0002965482,0.0000032091423,0.0001245463,0.0004934682,0.00017271574],"category_scores_gemma":[0.0013675458,0.00018765328,0.000039772644,0.00031176163,0.00042171212,0.00035532142,0.00004253419,0.00055216136,0.000011417008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020052842,0.00004488212,0.41383132,0.0011015132,0.000252231,0.000007054501,0.013074906,0.000028215816,0.0020640863,0.30460474,0.26007643,0.0029093425],"study_design_scores_gemma":[0.019256786,0.0020579991,0.68333256,0.005255517,0.0016325979,0.00020409757,0.0063770995,0.058215216,0.0004514697,0.0750241,0.14668003,0.0015125531],"about_ca_topic_score_codex":0.00026082722,"about_ca_topic_score_gemma":0.000083488965,"teacher_disagreement_score":0.2695012,"about_ca_system_score_codex":0.00055967417,"about_ca_system_score_gemma":0.0007817185,"threshold_uncertainty_score":0.76522785},"labels":[],"label_agreement":null},{"id":"W2883014833","doi":"10.36834/cmej.36924","title":"Characterizing a community health partnership in Dominican Republic: Network mapping and analysis of stakeholder perceptions","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Toronto; McMaster University","funders":"","keywords":"Thematic analysis; Stakeholder; Public relations; Social network analysis; General partnership; Knowledge management; Qualitative research; Influencer marketing; Focus group; Network analysis; Computer science; Medical education; Medicine; Sociology; World Wide Web; Business; Political science; Marketing; Social media","score_opus":0.09011154739745648,"score_gpt":0.3767061472566505,"score_spread":0.28659459985919405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883014833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938806,0.0003177116,0.000021790485,0.059005413,0.00033413485,0.00010670627,0.0000063369503,0.0000049061427,0.0013970104],"genre_scores_gemma":[0.93852055,0.00022896253,0.0002919759,0.06025842,0.00055868545,0.0000047910744,0.000059811828,0.000005875849,0.00007091202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802315,0.0004615642,0.0006296537,0.00010815713,0.0002913912,0.00048606712],"domain_scores_gemma":[0.99221677,0.0001254231,0.00019580712,0.0002057667,0.00020257216,0.007053642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004212176,0.000077962046,0.0003931324,0.0008073736,0.0003515419,0.000024768711,0.00008714456,0.00010921572,0.0036360896],"category_scores_gemma":[0.0045693284,0.000072850984,0.00006632741,0.0012235674,0.00020627033,0.00007051747,0.000010643962,0.00082053524,0.0000020909772],"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":[0.00005789596,0.00024947448,0.7072082,0.00012403239,0.00021117662,0.000018730949,0.014160263,8.4407134e-7,0.0000049958594,0.00043021448,0.088511206,0.18902294],"study_design_scores_gemma":[0.0002674015,0.000082233055,0.946448,0.00041111477,0.000046512734,0.00017512603,0.0062843766,0.00017346702,1.1013961e-7,0.00004146243,0.04601887,0.00005132073],"about_ca_topic_score_codex":0.045337446,"about_ca_topic_score_gemma":0.23201028,"teacher_disagreement_score":0.23923978,"about_ca_system_score_codex":0.0004270077,"about_ca_system_score_gemma":0.030541668,"threshold_uncertainty_score":0.9972747},"labels":[],"label_agreement":null},{"id":"W2883114962","doi":"10.1016/j.wneu.2018.07.149","title":"Awake Craniotomy in a Low- to Middle-Income Country: A Sustainability Analysis","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Craniotomy; Awake craniotomy; Sustainability; Health care; Nursing; Affect (linguistics); Medical education; Surgery; Psychology","score_opus":0.014448396356422871,"score_gpt":0.29757916381652333,"score_spread":0.28313076746010046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883114962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042875,0.00006160795,0.000040754137,0.004666764,0.00073765655,0.0007179345,0.000024213923,0.00013493728,0.003187378],"genre_scores_gemma":[0.981889,0.000010218548,0.000055066208,0.015251028,0.00032586922,0.000072077804,0.00001905864,0.000029670882,0.002347994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664396,0.00019016722,0.0008461612,0.0006968031,0.00050356594,0.0011193568],"domain_scores_gemma":[0.99739444,0.0005160438,0.00011439648,0.0008212972,0.0003398062,0.0008140377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012050399,0.00027367927,0.00092965545,0.0017817147,0.00011662197,0.00003956267,0.00012567203,0.00009150252,0.00034577513],"category_scores_gemma":[0.0014619766,0.00025914705,0.0003094358,0.008035781,0.00014962902,0.00009121233,0.00008449004,0.0003199489,0.00014030488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067880575,0.00029383096,0.9931504,0.00038610058,0.000047414127,0.0008039832,0.00009997825,0.00001383061,0.00004841714,0.00014294192,0.0037822365,0.0005520683],"study_design_scores_gemma":[0.00048563827,0.00009083231,0.9472812,0.00019544449,0.000118399046,0.000023295292,0.00004022274,0.00032471176,0.000093597555,0.000115341456,0.051003475,0.000227835],"about_ca_topic_score_codex":0.00067841477,"about_ca_topic_score_gemma":0.00216536,"teacher_disagreement_score":0.04722124,"about_ca_system_score_codex":0.00040613316,"about_ca_system_score_gemma":0.00055455155,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W2883278990","doi":"10.36834/cmej.36642","title":"Use of portfolios for assessment of global health residents: qualitative evaluation of design and implementation","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Summative assessment; Portfolio; Medical education; Focus group; Qualitative research; Formative assessment; Psychology; Qualitative property; Narrative; Process (computing); Medicine; Computer science; Pedagogy; Sociology; Business; Marketing","score_opus":0.14852561542113252,"score_gpt":0.5624755778827767,"score_spread":0.41394996246164417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883278990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649163,0.00073929236,0.009319823,0.022680404,0.00081363734,0.0012868836,0.00009125246,0.0000023968591,0.00015000867],"genre_scores_gemma":[0.9841945,0.0001175102,0.011114398,0.0043428135,0.00016387414,0.00001710731,0.000037584854,0.000004346848,0.000007822603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99771523,0.00043543658,0.0007311847,0.00009203341,0.0008142964,0.00021182877],"domain_scores_gemma":[0.9946102,0.00015271596,0.0004998399,0.00008382909,0.0021887682,0.0024646462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006122133,0.000058919664,0.00024129913,0.00015867257,0.00007141963,0.0000058058085,0.000038207498,0.00006245479,0.0011912299],"category_scores_gemma":[0.006549009,0.00005371015,0.00003956617,0.00019513264,0.00012552801,0.00009235728,0.0000033657755,0.00008181986,2.434783e-7],"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":[0.00033471806,0.00039834384,0.081018806,0.0007065687,0.00019456403,0.000002160577,0.0077118645,0.0000067094797,0.000057877634,0.011197003,0.32384595,0.5745254],"study_design_scores_gemma":[0.003147815,0.0022262228,0.9609013,0.0011146453,0.00021696035,0.00024050762,0.019996488,0.002542571,0.00013465587,0.0056240833,0.0037413763,0.00011333778],"about_ca_topic_score_codex":0.025032124,"about_ca_topic_score_gemma":0.0126416655,"teacher_disagreement_score":0.8798825,"about_ca_system_score_codex":0.00076885166,"about_ca_system_score_gemma":0.12468511,"threshold_uncertainty_score":0.9997218},"labels":[],"label_agreement":null},{"id":"W2883363670","doi":"10.1016/s0140-6736(18)31501-0","title":"Canadian Women in Global Health #CWIGH: call for nominations","year":2018,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Simon Fraser University; University of Northern British Columbia; Canadian Society for International Health; Public Health Agency of Canada; University of Ottawa; University of Toronto","funders":"","keywords":"Global health; Political science; Workforce; Public relations; Alliance; Scopus; Publishing; Global Leadership; Medicine; Health care; MEDLINE; Law","score_opus":0.0343229133757212,"score_gpt":0.3428660853653705,"score_spread":0.3085431719896493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883363670","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":[0.0038619903,0.00027458376,0.000007668921,0.9815074,0.0008034073,0.0008434912,0.0017079029,0.000027211603,0.010966303],"genre_scores_gemma":[0.005042317,0.00007144974,0.00014803944,0.9775342,0.011566025,0.00018005243,0.00067318114,0.000018639837,0.0047661234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977125,0.000078747864,0.00028307296,0.00021830242,0.00016212821,0.0015452758],"domain_scores_gemma":[0.9988408,0.00012080087,0.00008940708,0.0004860709,0.00007416761,0.0003887551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094767084,0.00015488503,0.00071854965,0.000089614165,0.00011712509,0.000015610629,0.00021203674,0.000294051,0.00008045566],"category_scores_gemma":[0.00017971489,0.0001108125,0.00006466494,0.00018578426,0.000051458173,0.0000147914025,0.000015054465,0.00055524125,0.00010342697],"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":[0.000056267007,0.000006924587,0.00295107,0.00033224944,0.000014357953,0.00004659991,0.00015834715,1.3105607e-7,2.5683969e-8,0.000097043696,0.9951134,0.0012235882],"study_design_scores_gemma":[0.0007310861,0.000112876674,0.017229626,0.00014279793,0.000007762882,0.000028339215,0.000022704771,0.00002149384,5.6998843e-8,0.0011782526,0.9804355,0.00008950605],"about_ca_topic_score_codex":0.14081778,"about_ca_topic_score_gemma":0.29422373,"teacher_disagreement_score":0.15340596,"about_ca_system_score_codex":0.0037690299,"about_ca_system_score_gemma":0.0038140896,"threshold_uncertainty_score":0.9855882},"labels":[],"label_agreement":null},{"id":"W2883534321","doi":"10.1016/j.afjem.2018.07.003","title":"Intraoperative awareness and experience with a ketamine-based anaesthesia package to support emergency and essential surgery when no anaesthetist is available","year":2018,"lang":"en","type":"article","venue":"African Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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":"Grand Challenges Canada; Korea International Cooperation Agency; Department for International Development; Wellcome Trust; Department for International Development, UK Government; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Ketamine; Sedation; Intraoperative Awareness; Emergency surgery; Anesthesia; Surgery; General surgery; Propofol","score_opus":0.03933761645876412,"score_gpt":0.32577047528785336,"score_spread":0.28643285882908925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883534321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98820233,0.0012718774,0.00075025886,0.005839335,0.0013712952,0.00031741397,0.000012375722,0.000018445651,0.0022166758],"genre_scores_gemma":[0.9937642,0.0019044549,0.0005931993,0.0011605651,0.00095257635,0.00001490968,0.000008407969,0.00003680314,0.0015648355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967826,0.0001299216,0.0012800356,0.00042873368,0.000740016,0.0006386863],"domain_scores_gemma":[0.9963733,0.00006807079,0.0004961059,0.00035258837,0.0013776623,0.0013322554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010785232,0.000354277,0.0010259232,0.000449827,0.00023239179,0.000007928446,0.00014013116,0.00008618958,0.012273636],"category_scores_gemma":[0.00054831576,0.00023689044,0.0000966521,0.0007310667,0.00044175237,0.0002067784,0.000030939784,0.00023977665,0.00005102458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002514729,0.00022824829,0.664813,0.00025865887,0.00011159702,0.0006633463,0.007427238,2.1603277e-7,0.0019863895,0.000026830054,0.3180439,0.0039259093],"study_design_scores_gemma":[0.011750968,0.0774268,0.44367877,0.004855454,0.0017735537,0.004023005,0.016756743,0.00044838473,0.00893958,0.00023523864,0.427361,0.0027505115],"about_ca_topic_score_codex":0.0003773669,"about_ca_topic_score_gemma":0.000087257526,"teacher_disagreement_score":0.22113419,"about_ca_system_score_codex":0.00005201051,"about_ca_system_score_gemma":0.0006493866,"threshold_uncertainty_score":0.9886293},"labels":[],"label_agreement":null},{"id":"W2884055894","doi":"10.3390/challe9020030","title":"The Value of Global Indigenous Knowledge in Planetary Health","year":2018,"lang":"en","type":"article","venue":"Challenges","topic":"Global Health and Surgery","field":"Medicine","cited_by":99,"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; Biomedicine; Traditional knowledge; Value (mathematics); Authoritarianism; Order (exchange); Environmental ethics; Global health; Political science; Sociology; Ecology; Health care; Business; Law; Politics; Biology; Computer science","score_opus":0.0428209258974833,"score_gpt":0.3495394492385676,"score_spread":0.3067185233410843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884055894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81680095,0.15073934,0.0000015511462,0.007864408,0.0004914556,0.00027036184,0.000012155133,0.000025141191,0.02379463],"genre_scores_gemma":[0.9853571,0.013805664,0.00004038118,0.0004918507,0.00024634672,0.0000048439665,0.000005534716,0.000005048792,0.00004322179],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897665,0.00008136113,0.00026559093,0.0001365526,0.00012590546,0.0004139245],"domain_scores_gemma":[0.999372,0.00011133499,0.00006379681,0.00022739274,0.000052910455,0.00017254204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060374744,0.000080996346,0.00025049108,0.000025640305,0.00008627702,0.0000019137597,0.00007972953,0.000067697496,0.000008276534],"category_scores_gemma":[0.000044110002,0.000053973374,0.00003464739,0.00011702385,0.00012275076,0.000014066341,0.000023867215,0.000098958735,0.00006208099],"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":[0.000954435,0.0007917033,0.12650073,0.0017137709,0.00007175783,0.000068251946,0.013063525,0.0000010178217,0.000006840327,0.025636852,0.011134325,0.8200568],"study_design_scores_gemma":[0.00066574576,0.0010166724,0.9281808,0.00026030626,0.0000058006863,0.00006441374,0.0022177103,0.00003295761,0.000019354906,0.0012190634,0.066244125,0.000073057476],"about_ca_topic_score_codex":0.00045560315,"about_ca_topic_score_gemma":0.0041252384,"teacher_disagreement_score":0.8199837,"about_ca_system_score_codex":0.000118343254,"about_ca_system_score_gemma":0.00053783663,"threshold_uncertainty_score":0.230198},"labels":[],"label_agreement":null},{"id":"W2884749561","doi":"10.1016/s2214-109x(18)30324-3","title":"Parasitic and parachute research in global health","year":2018,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Malnutrition; Sick child; Global health; Scopus; Medicine; Health care; Child health; Family medicine; Nursing; Pediatrics; Political science; MEDLINE; Public health","score_opus":0.12092273187824054,"score_gpt":0.4855779300274233,"score_spread":0.36465519814918274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884749561","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":[0.010946029,0.020715589,0.000012886853,0.9553828,0.0011906623,0.0020443439,0.0009798912,0.0001363598,0.008591389],"genre_scores_gemma":[0.026352057,0.009133772,0.00028364066,0.9517934,0.011562178,0.00007538632,0.00044393796,0.000038665192,0.0003169624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895161,0.002310542,0.0011877356,0.00104413,0.0015633531,0.0043781428],"domain_scores_gemma":[0.99648744,0.00042696833,0.000389757,0.0014278622,0.00023358723,0.0010343929],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0081603695,0.0005430346,0.0022528642,0.00014473552,0.000570958,0.00007846876,0.0005269305,0.0007560376,0.000035933794],"category_scores_gemma":[0.00020442404,0.0003909339,0.00014235594,0.0014413767,0.0007137912,0.00006562748,0.0001704977,0.0035378973,0.00036963433],"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":true,"study_design_scores_codex":[0.00047085292,0.00007295387,0.02394673,0.0023786474,0.000033881377,0.0005041603,0.00007688412,2.3965845e-7,1.8766343e-8,0.0010885722,0.94899106,0.022435999],"study_design_scores_gemma":[0.0015572035,0.0011430245,0.15862258,0.0017744427,0.000015360245,0.0009736024,0.0000675682,0.00003917883,6.9910406e-8,0.0106793055,0.8248808,0.0002468997],"about_ca_topic_score_codex":0.016591555,"about_ca_topic_score_gemma":0.0028678677,"teacher_disagreement_score":0.13467585,"about_ca_system_score_codex":0.0047752867,"about_ca_system_score_gemma":0.0072622914,"threshold_uncertainty_score":0.99985427},"labels":[],"label_agreement":null},{"id":"W2885233063","doi":"10.36834/cmej.36837","title":"Community engagement in global health education supports equity and advances local priorities: an eight year Ecuador-Canada partnership","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; McGill University","funders":"McGill University","keywords":"General partnership; Community engagement; Medical education; Equity (law); Global health; Health equity; Citizen journalism; Community-based participatory research; Participatory action research; Community health; Public relations; Medicine; Political science; Nursing; Sociology; Public health","score_opus":0.0330253905552925,"score_gpt":0.39187929190950715,"score_spread":0.35885390135421463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885233063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8520012,0.003881009,0.000039229268,0.12688205,0.0034295304,0.00041803863,0.000025986346,0.000014135011,0.013308815],"genre_scores_gemma":[0.89465654,0.00035123352,0.00025236572,0.10345815,0.001072023,0.000009496764,0.000063437044,0.0000075571647,0.00012920292],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742216,0.0005742408,0.0005088962,0.00016319499,0.00067297916,0.000658533],"domain_scores_gemma":[0.98736763,0.000049185488,0.000125899,0.00021593149,0.00028293178,0.011958448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029339534,0.00013028849,0.0002549132,0.00014547177,0.0005022309,0.00004461087,0.00016240259,0.00011772116,0.0026520623],"category_scores_gemma":[0.0024696249,0.0001253405,0.000024423734,0.00024754403,0.00024534407,0.00019517282,0.00003164207,0.0008989335,0.00000852387],"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":true,"study_design_scores_codex":[0.00004145015,0.00022315435,0.0524428,0.00014133357,0.0000061628184,0.00002536443,0.0007547736,2.1788253e-7,5.043408e-8,0.0006543496,0.2729423,0.67276806],"study_design_scores_gemma":[0.0005518308,0.00034696906,0.19687408,0.00053840387,0.000010482512,0.00083411235,0.016957382,0.00004553646,0.000001708795,0.0015362239,0.782153,0.00015028851],"about_ca_topic_score_codex":0.7656743,"about_ca_topic_score_gemma":0.9862259,"teacher_disagreement_score":0.67261773,"about_ca_system_score_codex":0.0038627181,"about_ca_system_score_gemma":0.3154796,"threshold_uncertainty_score":0.99996126},"labels":[],"label_agreement":null},{"id":"W2885531291","doi":"10.1186/s12992-018-0395-0","title":"Strengthening health research capacity in sub-Saharan Africa: mapping the 2012–2017 landscape of externally funded international postgraduate training at institutions in the region","year":2018,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"European and Developing Countries Clinical Trials Partnership; World Health Organization","keywords":"Health services research; Social policy; Public health; Training (meteorology); Capacity building; Health administration; Political science; Quality of Life Research; Regional science; Health policy; Health economics; Geography; Economic growth; Medicine; Nursing; Economics","score_opus":0.4647144868711301,"score_gpt":0.42618938358949815,"score_spread":0.038525103281631945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885531291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89197356,0.0050507407,0.0015287421,0.089072905,0.00045767767,0.0011864185,0.000048884594,0.000031288957,0.010649785],"genre_scores_gemma":[0.99176335,0.0042767795,0.0001360182,0.0035483565,0.00014179845,0.00001530747,0.000064846274,0.000005474126,0.000048068476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975879,0.0005235871,0.00061570515,0.00023184517,0.00050302205,0.00053791236],"domain_scores_gemma":[0.99904543,0.000118188254,0.00022214497,0.00021773922,0.00021253894,0.00018394721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004109242,0.000102498205,0.00026587938,0.00030548795,0.0004893485,0.000027737866,0.00014904045,0.00006343503,0.000011727984],"category_scores_gemma":[0.0002584967,0.00006922305,0.000034005367,0.00079167134,0.00022559513,0.00010853861,0.000048315615,0.0002855148,0.0000049984096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011629451,0.0006805074,0.6064597,0.00103979,0.000056430537,0.000045138033,0.07841554,0.000078855126,0.00010333489,0.07614126,0.16388164,0.07193488],"study_design_scores_gemma":[0.001699142,0.00032185286,0.9132116,0.0010972471,0.000003484289,0.00019772114,0.0033506753,0.00209343,0.000004114776,0.0011068074,0.076820135,0.00009382623],"about_ca_topic_score_codex":0.0023554827,"about_ca_topic_score_gemma":0.010069439,"teacher_disagreement_score":0.3067519,"about_ca_system_score_codex":0.00036795408,"about_ca_system_score_gemma":0.00078038237,"threshold_uncertainty_score":0.56189835},"labels":[],"label_agreement":null},{"id":"W2886418442","doi":"10.1097/acm.0000000000002400","title":"Global Health Education at Home: Canadian Medical Students’ Perspectives After Learning Alongside Haitian Peers","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; McGill University; The Wilson Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Cultural humility; Thematic analysis; Reflexivity; Agency (philosophy); Privilege (computing); Humility; Global health; Transformative learning; Medical education; Sociology; Pedagogy; Psychology; Cultural competence; Qualitative research; Medicine; Nursing; Public health; Political science; Social science","score_opus":0.011905764261102817,"score_gpt":0.3797831870153768,"score_spread":0.367877422754274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886418442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82764244,0.012727321,0.00004153168,0.1467622,0.00182583,0.0005171532,0.0000099101335,0.00011464066,0.010358995],"genre_scores_gemma":[0.9162825,0.0016270141,0.00003905743,0.07322503,0.0036674247,0.000040734412,0.000080736376,0.00002615319,0.005011398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99534565,0.00020309862,0.0006872802,0.00057254307,0.0019931952,0.0011982457],"domain_scores_gemma":[0.9942603,0.000098208395,0.00016625345,0.00030217276,0.00034092995,0.004832145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023500759,0.00028032632,0.0006254842,0.00028730684,0.0003347589,0.00000813246,0.00031167487,0.00047635823,0.005216532],"category_scores_gemma":[0.0022631243,0.00023024679,0.00006746726,0.00060550775,0.000645755,0.00008607276,0.00009428162,0.0010592642,0.00044111972],"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":[0.0002795554,0.000030054365,0.6859714,0.00011710515,0.000047961643,0.00016791395,0.0065438063,9.550594e-8,0.000002014299,0.00056362094,0.28832775,0.017948737],"study_design_scores_gemma":[0.0016854372,0.0007367527,0.74415004,0.0013160249,0.00006253874,0.0014092046,0.018514153,0.000031103787,0.0000020360353,0.00018957209,0.23168413,0.00021900586],"about_ca_topic_score_codex":0.09460078,"about_ca_topic_score_gemma":0.049266513,"teacher_disagreement_score":0.08864004,"about_ca_system_score_codex":0.0028337168,"about_ca_system_score_gemma":0.007564359,"threshold_uncertainty_score":0.99806184},"labels":[],"label_agreement":null},{"id":"W2886868192","doi":"10.1177/0269216318794091","title":"How do expatriate health workers cope with needs to provide palliative care in humanitarian emergency assistance? A qualitative study with in-depth interviews","year":2018,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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":"Université de Fribourg; McGill University","keywords":"Expatriate; Palliative care; Thematic analysis; Medicine; Nursing; Qualitative research; Health care; Dilemma; Sociology","score_opus":0.07589385742319207,"score_gpt":0.41305791386084867,"score_spread":0.33716405643765657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886868192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96364063,0.005889613,0.0015251873,0.018494483,0.00044781365,0.006799687,0.00003401208,0.000075784104,0.0030927795],"genre_scores_gemma":[0.9950425,0.00021256921,0.0009467697,0.0019849725,0.00039479442,0.00067703327,0.000062305175,0.00006758412,0.00061148976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945593,0.0011140758,0.0011941626,0.0009045121,0.0010365903,0.0011913995],"domain_scores_gemma":[0.99678373,0.00027616075,0.0006103638,0.00058242766,0.0008999612,0.00084734266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021108729,0.0006340189,0.0017886233,0.0009554148,0.00020438027,0.000022912076,0.00023774081,0.00009739503,0.00013250658],"category_scores_gemma":[0.00065326295,0.00039827017,0.00007041374,0.003293098,0.0003305146,0.00017199689,0.00006607776,0.0006741709,0.000026625301],"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":[0.0057595363,0.00037995973,0.49264187,0.0004126108,0.000110193396,0.00013778794,0.49536943,0.0000012722819,0.0000032189262,0.00011715756,0.0013019795,0.0037650068],"study_design_scores_gemma":[0.0067889094,0.021802125,0.3868983,0.0038857902,0.000054610195,0.0000014035061,0.57734764,0.000006175091,0.0000054347906,0.000058140195,0.002866109,0.00028533547],"about_ca_topic_score_codex":0.0057353135,"about_ca_topic_score_gemma":0.17276122,"teacher_disagreement_score":0.16702591,"about_ca_system_score_codex":0.0014234133,"about_ca_system_score_gemma":0.0009163469,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W2887375952","doi":"10.18192/uojm.v8i1.2351","title":"The Power of Global Surgery: A Medical Student’s Experience At Save A Child’s Heart (SACH)","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Cardiac surgery; Elective surgery; Medical school; Medical care; General surgery; Pediatrics; Family medicine; Medical education; Surgery","score_opus":0.012408955627413298,"score_gpt":0.2964507655450302,"score_spread":0.2840418099176169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887375952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562968,0.002130066,0.00012531504,0.033437744,0.00094450236,0.00012241509,0.000006386388,0.000007677529,0.006929085],"genre_scores_gemma":[0.9974839,0.00053584384,0.00009564168,0.0013913277,0.00028106442,3.644246e-8,0.0000012703229,0.000005328734,0.000205568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970684,0.00014789608,0.00068549503,0.0001371639,0.001609973,0.00035104953],"domain_scores_gemma":[0.9971575,0.0004599823,0.0006235604,0.00027046466,0.00076502026,0.0007234631],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021400698,0.00013340484,0.000779649,0.00011287046,0.00021680229,0.000001874786,0.00031460647,0.00012108039,0.0012204715],"category_scores_gemma":[0.0013303765,0.000087555585,0.00023963126,0.0003574671,0.0017836287,0.0000718011,0.00010118681,0.00025236534,0.0000100679135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019155554,0.00032916362,0.77796817,0.000081711005,0.00021949774,0.0007471252,0.0031409932,2.3637652e-7,0.00009730051,0.00097414973,0.21112238,0.003403696],"study_design_scores_gemma":[0.004299056,0.0020671322,0.6866015,0.001645236,0.00017110618,0.0033269797,0.009833712,0.000013012989,0.00011587894,0.00004445302,0.29177535,0.000106606436],"about_ca_topic_score_codex":0.0003222757,"about_ca_topic_score_gemma":0.0002102063,"teacher_disagreement_score":0.0913667,"about_ca_system_score_codex":0.00021980009,"about_ca_system_score_gemma":0.00060536386,"threshold_uncertainty_score":0.99969256},"labels":[],"label_agreement":null},{"id":"W2888152990","doi":"10.5430/ijhe.v7n4p203","title":"The Perspectives of Medical Students in China to Undergo Short-Term Training Abroad","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Global Health and Surgery","field":"Medicine","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":"Jinan University","keywords":"Acknowledgement; China; Study abroad; Medical education; Term (time); Training (meteorology); Psychology; Medicine; Political science; Pedagogy; Computer science; Geography","score_opus":0.02368545765246706,"score_gpt":0.4447283245433907,"score_spread":0.42104286689092363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888152990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638808,0.00058626576,0.00003717211,0.029610556,0.0034639959,0.00007535724,8.2132755e-7,0.0000025177978,0.0023425582],"genre_scores_gemma":[0.9966814,0.00014774209,0.00012679119,0.00092952704,0.0015475693,0.000002945023,0.0000015168855,0.0000053519625,0.0005571839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979713,0.000044971894,0.00044659307,0.00007649071,0.0013351426,0.00012551226],"domain_scores_gemma":[0.99893606,0.00009196848,0.0001417668,0.00007343845,0.0005760122,0.00018074042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008632645,0.000057746798,0.00014049924,0.00020162722,0.000028878643,0.0000295072,0.00035803398,0.000046461635,0.00028081043],"category_scores_gemma":[0.00025612972,0.000039299655,0.00005996715,0.00011998965,0.00006490713,0.00007577275,0.00003280463,0.00017005707,0.000006860403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013801701,0.0015314538,0.8552784,0.000022565713,0.00024401488,0.000051088773,0.021832937,0.0000028677669,0.00038661383,0.009140912,0.02164122,0.08848779],"study_design_scores_gemma":[0.0004141629,0.00019883898,0.9836833,0.000366938,0.000009911112,0.00013694317,0.002906724,0.000004389094,0.00005038381,0.00053589116,0.011659591,0.000032954893],"about_ca_topic_score_codex":0.000074384385,"about_ca_topic_score_gemma":0.000040008777,"teacher_disagreement_score":0.12840492,"about_ca_system_score_codex":0.00024293683,"about_ca_system_score_gemma":0.0008939603,"threshold_uncertainty_score":0.30746773},"labels":[],"label_agreement":null},{"id":"W2888606184","doi":"10.1007/s00268-018-4771-y","title":"General Thoracic Surgery in Rwanda: An Assessment of Surgical Volume and of Workforce and Material Resource Deficits","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of Virginia","keywords":"Medicine; Cardiothoracic surgery; Workforce; Referral; Cardiac surgery; General surgery; Surgery; Emergency medicine; Nursing","score_opus":0.03887817021205153,"score_gpt":0.3553208032806138,"score_spread":0.31644263306856224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888606184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963521,0.0015925771,0.000010848699,0.00056277437,0.000524556,0.00010103451,0.000017429042,0.0000063577863,0.00083234627],"genre_scores_gemma":[0.99735767,0.0010761502,0.00057288195,0.00015213515,0.00060469715,0.0000013928219,0.000010036565,0.000020126898,0.00020488887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703634,0.00033228772,0.001499618,0.00019613949,0.0005007019,0.00043490322],"domain_scores_gemma":[0.99752903,0.0008265978,0.0007316782,0.00018623815,0.00028876876,0.000437662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004106934,0.00018264126,0.0012812541,0.00087026163,0.00005193659,0.000018550143,0.000053498195,0.0001101658,0.00014243825],"category_scores_gemma":[0.00015184139,0.00015021843,0.00017626795,0.00051985425,0.00030720356,0.00018343757,0.000042843214,0.00027196284,4.7278007e-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":[0.0026751254,0.00021004734,0.9374242,0.0003253473,0.00003324321,0.00046223248,0.000063458436,0.000003318054,0.00046661164,0.00006911931,0.004340786,0.053926516],"study_design_scores_gemma":[0.00063658657,0.00031516046,0.9681689,0.0016563226,0.00007505407,0.0011794865,0.00011152998,0.00018476251,0.0009497761,0.000075085845,0.026464177,0.00018313766],"about_ca_topic_score_codex":0.00007144649,"about_ca_topic_score_gemma":0.000037903807,"teacher_disagreement_score":0.053743377,"about_ca_system_score_codex":0.00005805026,"about_ca_system_score_gemma":0.0005115096,"threshold_uncertainty_score":0.61257297},"labels":[],"label_agreement":null},{"id":"W2888612829","doi":"10.1136/bmjgh-2018-000792","title":"Developing a tool to measure the reciprocal benefits that accrue to health professionals involved in global health","year":2018,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Hospital for Sick Children","keywords":"Global health; Health promotion; Public relations; Work (physics); Value (mathematics); Health policy; Consistency (knowledge bases); Public health; Medicine; Psychology; Political science; Nursing; Computer science","score_opus":0.10905309361005357,"score_gpt":0.4509549776724726,"score_spread":0.34190188406241906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888612829","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":[0.35282746,0.004989917,0.0020853903,0.625067,0.0026248542,0.01068567,0.00042165586,0.0002682514,0.0010298204],"genre_scores_gemma":[0.55320895,0.00024635,0.008105927,0.4370668,0.0008503513,0.00034819247,0.00006952719,0.00003318545,0.00007075683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99074227,0.0009857423,0.0020215516,0.0011740722,0.001743169,0.003333177],"domain_scores_gemma":[0.9944455,0.00015068335,0.0005642863,0.001014605,0.00053175515,0.0032931531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007667737,0.00059555314,0.0015914607,0.00018040162,0.00096289767,0.0000595138,0.00052020024,0.00028016846,0.00003523429],"category_scores_gemma":[0.0010524162,0.00044158119,0.00017725755,0.0030616105,0.00010051165,0.00015509147,0.00036539824,0.0005415224,0.00044149303],"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":true,"study_design_scores_codex":[0.0028599221,0.00046516646,0.1167775,0.001107371,0.00003797544,0.00003145039,0.001463458,0.0000200346,5.510233e-7,0.015109352,0.37730753,0.48481968],"study_design_scores_gemma":[0.0025248674,0.0029800397,0.8647181,0.007428897,0.000007765157,0.0002700052,0.0020551495,0.00009530241,0.000008595395,0.0013872602,0.11793136,0.00059268816],"about_ca_topic_score_codex":0.010835897,"about_ca_topic_score_gemma":0.04715081,"teacher_disagreement_score":0.7479406,"about_ca_system_score_codex":0.01059139,"about_ca_system_score_gemma":0.031158935,"threshold_uncertainty_score":0.9998036},"labels":[],"label_agreement":null},{"id":"W2889085490","doi":"10.1016/j.jsurg.2018.07.026","title":"Development of a Novel Global Surgery Course for Medical Schools","year":2018,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta","funders":"Lunds Universitet; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Curriculum; Medical education; Multinational corporation; Medicine; Medical school; Global health; Family medicine; Psychology; Nursing; Pedagogy; Political science; Public health","score_opus":0.03933932860241404,"score_gpt":0.3978745137890487,"score_spread":0.35853518518663463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889085490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749804,0.0005584659,0.0014672759,0.007473051,0.0020802286,0.00016343698,0.0000050937674,0.000006138921,0.0007482851],"genre_scores_gemma":[0.98117,0.00009486478,0.016157234,0.00081048015,0.001669628,0.0000067992983,0.000011996356,0.0000069572106,0.00007207032],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979224,0.000024738269,0.0010281567,0.00009687333,0.0006772225,0.00025060403],"domain_scores_gemma":[0.99724764,0.0002611151,0.00045933345,0.00009589269,0.0012509287,0.000685085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008189,0.0000892588,0.0004413981,0.00008926412,0.000054712855,0.000007102018,0.00007023692,0.0001341142,0.00019156214],"category_scores_gemma":[0.0010734542,0.000066796536,0.0001961301,0.00024037361,0.00007274885,0.00008108371,0.000011434453,0.00015192656,0.000009159936],"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":[0.0058729216,0.008981105,0.16044793,0.0008271002,0.0002793669,0.00005701536,0.00039851185,6.365707e-7,0.00026897536,0.0030469992,0.22257249,0.59724694],"study_design_scores_gemma":[0.0047169207,0.0005792696,0.25688738,0.002564042,0.00016725902,0.004005488,0.0010211602,0.00012568974,0.00084034406,0.00032755052,0.72853345,0.00023145843],"about_ca_topic_score_codex":0.000009147311,"about_ca_topic_score_gemma":0.00000443408,"teacher_disagreement_score":0.5970155,"about_ca_system_score_codex":0.00018442846,"about_ca_system_score_gemma":0.01300762,"threshold_uncertainty_score":0.9925877},"labels":[],"label_agreement":null},{"id":"W2889662294","doi":"10.1016/s2214-109x(18)30379-6","title":"Essentials of Global Health: a book for students, by students","year":2018,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Global health; Bachelor; Solidarity; Globalization; Scopus; Political science; Power (physics); Public relations; Sociology; Library science; Medicine; Health care; MEDLINE; Law; Politics; Computer science","score_opus":0.038617243697340424,"score_gpt":0.4510083057126625,"score_spread":0.41239106201532205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889662294","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":[0.004558287,0.034342308,0.0002965759,0.93803775,0.0034257981,0.005553284,0.012579918,0.00018753529,0.0010185239],"genre_scores_gemma":[0.0032603042,0.006448507,0.00032336844,0.9757625,0.010695524,0.00018706788,0.0018867687,0.000064241445,0.0013717379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907194,0.0007078229,0.0020074055,0.00096474506,0.0025872008,0.003013475],"domain_scores_gemma":[0.99521977,0.00025254127,0.0016669343,0.0015892278,0.0004273191,0.0008442044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036645352,0.00074542925,0.0035183118,0.000048671416,0.0004225304,0.00007336176,0.0015627505,0.0007466451,0.000091703056],"category_scores_gemma":[0.0001899969,0.0005459311,0.0005196493,0.0005359445,0.00034974082,0.00007093159,0.00033792062,0.000998768,0.00012686862],"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":[0.0010288206,0.0003605804,0.020070342,0.004432778,0.00035105142,0.000028789402,0.000054913155,1.430177e-7,2.3120303e-7,0.00019378353,0.97062856,0.0028499912],"study_design_scores_gemma":[0.0038178687,0.0018223214,0.020536492,0.0014942588,0.00014536308,0.00011105693,0.000037086218,0.0000033255367,0.0000015515177,0.0009720206,0.9707466,0.00031205057],"about_ca_topic_score_codex":0.0035530468,"about_ca_topic_score_gemma":0.00029584224,"teacher_disagreement_score":0.03772471,"about_ca_system_score_codex":0.003115044,"about_ca_system_score_gemma":0.004300541,"threshold_uncertainty_score":0.99969923},"labels":[],"label_agreement":null},{"id":"W2890741376","doi":"10.18192/uojm.v0i0.2526","title":"Conference Proceeding for the 6th Annual Action Global Health Network Conference: A Student-led Movement Encouraging Advocacy, Research and Outreach","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"University of Ottawa","keywords":"Outreach; Medical education; Global health; Political science; Public relations; Medicine; Psychology; Public health; Nursing","score_opus":0.08082138313698316,"score_gpt":0.41272539942055597,"score_spread":0.3319040162835728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890741376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86137,0.0029618032,0.026009552,0.10159217,0.0013537193,0.0014805073,0.000027465278,0.000021064832,0.0051836856],"genre_scores_gemma":[0.99653244,0.00093048415,0.00061572425,0.000732801,0.0008820306,2.3065061e-7,0.0000032694886,0.000004505422,0.00029852617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981182,0.00009553537,0.0004056919,0.00015439268,0.0007851018,0.00044105764],"domain_scores_gemma":[0.99632764,0.00028918945,0.0004672132,0.00011367265,0.002389929,0.00041237124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00394078,0.00011179641,0.00048273362,0.0001413931,0.00040291133,0.0000088581,0.00018948312,0.00005763359,0.00008306433],"category_scores_gemma":[0.00021713853,0.0000780817,0.00005405847,0.00030031728,0.0006554978,0.00011925986,0.00006288685,0.00033162552,9.0055926e-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":[0.0047107325,0.0005911427,0.51202285,0.0009179063,0.00063719327,0.00010421968,0.021760663,0.000021141037,0.00023511793,0.013772491,0.34634182,0.09888471],"study_design_scores_gemma":[0.02201975,0.019872095,0.49309632,0.005811896,0.0004833745,0.00053064944,0.35581577,0.002063813,0.000051901698,0.005409024,0.09458287,0.00026254333],"about_ca_topic_score_codex":0.0007275412,"about_ca_topic_score_gemma":0.000267966,"teacher_disagreement_score":0.3340551,"about_ca_system_score_codex":0.00027453926,"about_ca_system_score_gemma":0.0012420072,"threshold_uncertainty_score":0.31840792},"labels":[],"label_agreement":null},{"id":"W2891750767","doi":"10.1097/gox.0000000000001878","title":"Establishing Priorities for the International Confederation of Plastic Surgery Societies","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Plastic surgery; Public relations; Political science; Task (project management); Medicine; Medical education; Management; Surgery","score_opus":0.047527122278562484,"score_gpt":0.32005825619441425,"score_spread":0.27253113391585176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891750767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607159,0.00027227995,0.00550145,0.0011263677,0.021399522,0.0012147714,0.0008404964,0.0000684199,0.008860792],"genre_scores_gemma":[0.9973444,0.00008647809,0.0008443259,0.0005515786,0.00086335646,0.000099454635,0.00008403577,0.000018093475,0.00010828974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976427,0.00008728517,0.00085745327,0.0003967921,0.00047503487,0.00054076116],"domain_scores_gemma":[0.97060275,0.027337922,0.000450758,0.00024406925,0.0011658189,0.00019868865],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014657041,0.00024663948,0.00078184716,0.000116489246,0.00038540058,0.00026667034,0.00028835383,0.00014031876,0.0003261549],"category_scores_gemma":[0.016646748,0.00019041108,0.00037897044,0.00022519194,0.00069062924,0.00056547555,0.00017528696,0.00014867664,0.000020388781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034238698,0.000101924365,0.85927826,0.00031412934,0.00064740656,0.000010461671,0.0001414936,0.000009303212,0.00009339366,0.011900126,0.09781555,0.02626407],"study_design_scores_gemma":[0.0028175935,0.0005168266,0.9196862,0.0025955066,0.0007130329,0.0007847265,0.007042026,0.005161898,0.0020913752,0.0125030195,0.04501652,0.001071261],"about_ca_topic_score_codex":0.00030920812,"about_ca_topic_score_gemma":0.000118149226,"teacher_disagreement_score":0.06040794,"about_ca_system_score_codex":0.00027349658,"about_ca_system_score_gemma":0.0020127683,"threshold_uncertainty_score":0.99163646},"labels":[],"label_agreement":null},{"id":"W2892820243","doi":"10.1097/bot.0000000000001290","title":"Role of North-South Partnership in Trauma Management: Uganda Sustainable Trauma Orthopaedic Program","year":2018,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; University of British Columbia","funders":"","keywords":"Medicine; General partnership; Orthopedic surgery; Multidisciplinary approach; Rehabilitation; Orthopedic trauma; Nursing; Physical therapy; Surgery","score_opus":0.018740909993277283,"score_gpt":0.29379174846228523,"score_spread":0.27505083846900796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892820243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770477,0.0021871005,0.00003181019,0.000594086,0.00035293406,0.0010498966,0.000008893199,0.000067682566,0.018659938],"genre_scores_gemma":[0.99582005,0.00015235717,0.0014943795,0.00043006943,0.00086946826,0.000033624452,0.000015527807,0.00005983343,0.0011246988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944289,0.00021069753,0.0021744766,0.00041863715,0.0013306534,0.0014366525],"domain_scores_gemma":[0.9964934,0.00012106279,0.001007168,0.0004888338,0.00087959983,0.001009943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023450067,0.00042782657,0.001224324,0.0011459807,0.00014399184,0.000037745056,0.0003383091,0.00023966466,0.00028685463],"category_scores_gemma":[0.00022718387,0.00035608758,0.00074292824,0.0015646035,0.00040028428,0.00029402247,0.0000619211,0.0008457724,0.000033159118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029801184,0.0012816177,0.5257254,0.0010629325,0.0001881103,0.0019369129,0.0013289193,0.0000066742664,0.0000070019914,0.00034710433,0.0022763475,0.46285883],"study_design_scores_gemma":[0.008057877,0.0038869935,0.8907206,0.00074420765,0.0003053124,0.0006215938,0.0038757038,0.000044420074,0.00019890681,0.00021359103,0.09104018,0.00029063714],"about_ca_topic_score_codex":0.00007314209,"about_ca_topic_score_gemma":0.00019697747,"teacher_disagreement_score":0.4625682,"about_ca_system_score_codex":0.00026801857,"about_ca_system_score_gemma":0.00041113622,"threshold_uncertainty_score":0.99988914},"labels":[],"label_agreement":null},{"id":"W2892994998","doi":"10.1080/00083968.2018.1520791","title":"Medicine in the Meantime: The Work of Care in Mozambique","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Global Health and Surgery","field":"Medicine","cited_by":75,"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":"Work (physics); Politics; Public health; Health care; Political science; Economic growth; Development economics; Medicine; Nursing; Law; Economics; Engineering","score_opus":0.03504786713336587,"score_gpt":0.2795191629673547,"score_spread":0.2444712958339888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892994998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94408494,0.030397635,0.00000195438,0.01861348,0.00052299234,0.00039456738,0.000016358514,0.0000037400296,0.0059643416],"genre_scores_gemma":[0.9972151,0.0006061036,0.00011980489,0.0013482987,0.00058752316,0.00001549098,0.0000017105841,0.000020852636,0.00008514694],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997296,0.00026125068,0.0010528412,0.00021262985,0.00020322604,0.0009740834],"domain_scores_gemma":[0.9962974,0.0008016647,0.00041065112,0.00041952945,0.0013489181,0.00072183873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002141403,0.00025447132,0.0009932537,0.00076042354,0.00024510082,0.000012058669,0.000507051,0.000086948115,0.000029305193],"category_scores_gemma":[0.0032944588,0.00014250432,0.0001559107,0.0024711676,0.0016545217,0.00007379805,0.000026703363,0.00045297545,0.0000016565044],"study_design_candidate":"qualitative","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":[0.0010409034,0.00009945119,0.4124025,0.0014299456,0.0005401937,0.0054892064,0.5368702,0.000060421495,0.00006067677,0.009462872,0.017649053,0.014894626],"study_design_scores_gemma":[0.0018243521,0.003083077,0.44297028,0.0045466484,0.00027027423,0.0013384075,0.42759064,0.000010541117,0.000019067904,0.0013742723,0.11664102,0.00033140968],"about_ca_topic_score_codex":0.043422613,"about_ca_topic_score_gemma":0.8650297,"teacher_disagreement_score":0.82160705,"about_ca_system_score_codex":0.0010468279,"about_ca_system_score_gemma":0.001256009,"threshold_uncertainty_score":0.9629473},"labels":[],"label_agreement":null},{"id":"W2893349781","doi":"10.1038/d41586-018-06852-w","title":"Why Canada’s immigration regulations may be pushing postdocs out","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"Work (physics); Library science; Immigration; Political science; Medicine; Medical education; Engineering; Law; Computer science; Mechanical engineering","score_opus":0.012291742449546195,"score_gpt":0.3013214913797658,"score_spread":0.28902974893021965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893349781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60861826,0.0013750123,0.000093149676,0.35395333,0.0034178547,0.0003858938,0.0000756479,0.00010414089,0.03197673],"genre_scores_gemma":[0.91884905,0.0000081758035,0.0003125432,0.07761668,0.0006307426,0.000002254833,0.0001319178,0.000008024341,0.0024406218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991775,0.000019278878,0.00013725809,0.00013621917,0.00028921803,0.00024050484],"domain_scores_gemma":[0.99932843,0.000038065384,0.00004035046,0.00018376713,0.00022872664,0.00018066782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012356452,0.00007481461,0.0001176653,0.00004535095,0.00013817579,0.000010448995,0.000038504135,0.0004545421,0.000114638744],"category_scores_gemma":[0.00021839295,0.00006266656,0.00003159616,0.00012381416,0.00002240599,0.000059358234,0.0000096188405,0.0006912322,0.0000087923245],"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":[0.000053062788,0.000012133471,0.008593099,0.000024591964,0.000007993667,0.000018457538,0.00014319802,4.5018993e-7,0.00034971323,0.0008290916,0.9887253,0.0012428835],"study_design_scores_gemma":[0.00019361712,0.00004305419,0.0824221,0.00004740529,0.00001667152,0.000027434238,0.00011072671,0.00013154352,0.0004943069,0.00005551153,0.9163928,0.00006484514],"about_ca_topic_score_codex":0.12912305,"about_ca_topic_score_gemma":0.81193036,"teacher_disagreement_score":0.6828073,"about_ca_system_score_codex":0.00016286876,"about_ca_system_score_gemma":0.0008226323,"threshold_uncertainty_score":0.8766762},"labels":[],"label_agreement":null},{"id":"W2893509330","doi":"10.1097/bot.0000000000001288","title":"Consortium of Orthopaedic Academic Traumatologists: A Model for Collaboration in Orthopaedic Surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","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":"Mentorship; Medicine; Outreach; General partnership; Medical education; Academic institution; Public relations; Economic growth; Library science; Political science","score_opus":0.05043570905101616,"score_gpt":0.35029082116254495,"score_spread":0.2998551121115288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893509330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98536307,0.0043531754,0.0047172904,0.0025854502,0.0015320133,0.00090487144,0.00007701455,0.000043761207,0.00042333466],"genre_scores_gemma":[0.9937141,0.0013245619,0.0025807666,0.0012419937,0.0008734722,0.00003941243,0.000029439709,0.000054380675,0.0001418665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381196,0.00021703872,0.0035735376,0.00039793417,0.0010670514,0.00093245326],"domain_scores_gemma":[0.9941464,0.0010174306,0.0019734884,0.00036797146,0.0017471651,0.00074754556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004742496,0.0003853315,0.0017192945,0.0013254287,0.000114561626,0.000015953397,0.00022153817,0.00056621426,0.000080263395],"category_scores_gemma":[0.0031672502,0.00032658761,0.0009776291,0.0013870996,0.0005454591,0.00041994787,0.000029250581,0.0009142771,0.000007642455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010660052,0.00080191996,0.90857166,0.0017084882,0.00020043852,0.00040935847,0.0011447873,0.00017380698,0.0007798808,0.0007345805,0.029086951,0.04572808],"study_design_scores_gemma":[0.04987811,0.009043264,0.81676936,0.010576759,0.001825091,0.006409602,0.0054813605,0.050987877,0.0047939825,0.0044069523,0.037679512,0.002148105],"about_ca_topic_score_codex":0.000028100232,"about_ca_topic_score_gemma":0.00019131771,"teacher_disagreement_score":0.09180227,"about_ca_system_score_codex":0.00025350536,"about_ca_system_score_gemma":0.0032039436,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W2894706005","doi":"10.3171/2018.7.focus18291","title":"Global neurosurgery: models for international surgical education and collaboration at one university","year":2018,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Global Health and Surgery","field":"Medicine","cited_by":62,"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 Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Neurosurgery; Medicine; Medical education; Global health; Nursing; Surgery; Public health","score_opus":0.020968862548317885,"score_gpt":0.29793732111803123,"score_spread":0.27696845856971336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894706005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694476,0.00015232369,0.000409657,0.007997197,0.0022138061,0.0005182791,0.00015220774,0.00009557493,0.019013314],"genre_scores_gemma":[0.99588877,0.00017241813,0.00028578308,0.0009528821,0.0006997296,0.000007441008,0.00006789186,0.000011202174,0.001913875],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998679,0.000068721754,0.00024970094,0.00039951247,0.0002894376,0.00031366147],"domain_scores_gemma":[0.99861526,0.0001587434,0.00008025671,0.0001629668,0.0005563879,0.00042635662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019017042,0.00013359521,0.00025510835,0.00007486426,0.00019522256,0.000030939947,0.00006525985,0.00012901939,0.00007909872],"category_scores_gemma":[0.00019527767,0.00013408749,0.00008739748,0.000337297,0.00014833406,0.00016573585,0.000069695685,0.00007411387,0.00001907138],"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":[0.048841693,0.0052336175,0.28042683,0.00042367887,0.0001805616,0.0007445453,0.0002685245,0.000072776915,0.0011470091,0.26109523,0.2344944,0.16707113],"study_design_scores_gemma":[0.0037493538,0.0007438866,0.048812974,0.000052676038,0.00007273055,0.00054602977,0.00003828814,0.006522196,0.00019975807,0.0028732729,0.9361461,0.00024273497],"about_ca_topic_score_codex":0.000043761982,"about_ca_topic_score_gemma":0.000049364175,"teacher_disagreement_score":0.7016517,"about_ca_system_score_codex":0.00021073056,"about_ca_system_score_gemma":0.00030374998,"threshold_uncertainty_score":0.54679286},"labels":[],"label_agreement":null},{"id":"W2895328111","doi":"10.1155/2018/5629109","title":"Remote Supervision in Short-Term Global Health Experiences","year":2018,"lang":"en","type":"article","venue":"Journal of Tropical Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto; McMaster University","funders":"","keywords":"Term (time); Business; Process management; Medicine; Physics","score_opus":0.036689533048954524,"score_gpt":0.39984327341501136,"score_spread":0.36315374036605685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895328111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650055,0.0028912327,0.0007589386,0.02868251,0.0015333537,0.00012703094,7.1131484e-7,0.000010023972,0.0009906635],"genre_scores_gemma":[0.989735,0.00063791417,0.0011491234,0.006072635,0.0023750116,5.4122677e-7,0.0000012176592,0.0000058210876,0.000022719714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975618,0.000103935396,0.001051164,0.00015284534,0.0006823274,0.00044792192],"domain_scores_gemma":[0.9985861,0.000080444595,0.0001231014,0.0001675223,0.00023173973,0.0008110643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057815335,0.00012895098,0.0007368041,0.00014678635,0.000052595067,0.000004536733,0.000121810124,0.00009027544,0.00036063493],"category_scores_gemma":[0.0007023366,0.0000778069,0.00009218225,0.00038118678,0.0002743799,0.000078402816,0.0000236827,0.00031009852,0.000009872015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027913891,0.00031699325,0.6772233,0.00020792148,0.00003025452,0.0011824522,0.003218387,2.6329175e-7,0.00033967456,0.00028931242,0.03026908,0.28413096],"study_design_scores_gemma":[0.002584584,0.008203145,0.9719322,0.0017973263,0.00002040561,0.0017397201,0.001992896,0.00012653487,0.000052209358,0.0003551367,0.011118177,0.00007766884],"about_ca_topic_score_codex":0.0001339244,"about_ca_topic_score_gemma":0.000072293806,"teacher_disagreement_score":0.29470888,"about_ca_system_score_codex":0.00031696795,"about_ca_system_score_gemma":0.00042595033,"threshold_uncertainty_score":0.39486998},"labels":[],"label_agreement":null},{"id":"W2896753873","doi":"10.1177/1177180118806430","title":"Contemplating remote presence technology for culturally safe health care for rural indigenous children","year":2018,"lang":"en","type":"article","venue":"AlterNative An International Journal of Indigenous Peoples","topic":"Global Health and Surgery","field":"Medicine","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":"University of Saskatchewan","funders":"","keywords":"Indigenous; Culturally appropriate; Telehealth; Nursing; Health care; Telemedicine; Medicine; Intervention (counseling); Subspecialty; Commission; Specialty; Business; Public relations; Family medicine; Political science","score_opus":0.019296186350166934,"score_gpt":0.3650275430959521,"score_spread":0.34573135674578515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896753873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845595,0.0016105026,0.008843489,0.0014986793,0.0014846913,0.0014849983,0.00036091486,0.00003574593,0.00012149404],"genre_scores_gemma":[0.9786867,0.00058177667,0.016608696,0.0015697574,0.002203835,0.000018804614,0.00021070725,0.000035453464,0.000084259955],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99741596,0.00006117361,0.0009999326,0.00026942283,0.00058864756,0.000664842],"domain_scores_gemma":[0.9936782,0.0003002922,0.0011843382,0.0001966428,0.0043066936,0.00033385048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005837834,0.00024798443,0.0006171259,0.0005423296,0.0005108828,0.0000662875,0.00062491285,0.00013165061,0.000017120126],"category_scores_gemma":[0.00077925157,0.00020249086,0.00026020547,0.00016186626,0.0001682534,0.00036990974,0.00005475868,0.00027182847,0.000005769777],"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":[0.010258181,0.00088550046,0.2916113,0.0004526765,0.0031282105,0.00017149952,0.229948,0.0000702611,0.0024743048,0.0026061102,0.0017742935,0.45661965],"study_design_scores_gemma":[0.03895728,0.079730846,0.6325842,0.0067973817,0.000661942,0.022468738,0.13835248,0.0009932105,0.03293259,0.010975008,0.032917157,0.0026291541],"about_ca_topic_score_codex":0.001355292,"about_ca_topic_score_gemma":0.0018176534,"teacher_disagreement_score":0.4539905,"about_ca_system_score_codex":0.0006015108,"about_ca_system_score_gemma":0.0019609607,"threshold_uncertainty_score":0.8257338},"labels":[],"label_agreement":null},{"id":"W2897341528","doi":"10.1016/j.amjsurg.2018.10.021","title":"International surgery: How to be involved while maintaining a surgical practice","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"Thematic analysis; Set (abstract data type); Clinical Practice; Medicine; Work (physics); Medical education; Best practice; Good practice; Qualitative research; Nursing; Public relations; Engineering ethics; Management; Political science; Engineering; Sociology; Computer science","score_opus":0.06397751655035065,"score_gpt":0.34181588614135705,"score_spread":0.2778383695910064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897341528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83107954,0.0001407745,0.00018812253,0.16469458,0.001695516,0.000089041154,0.0000070804826,0.000024990442,0.002080345],"genre_scores_gemma":[0.9713937,0.00045724018,0.0009303725,0.024333399,0.0027111985,0.0000044097824,0.000005818903,0.000028183202,0.00013566819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970573,0.0004522282,0.0007716818,0.0001950375,0.00091284193,0.00061090087],"domain_scores_gemma":[0.99021685,0.0064152437,0.0011229918,0.00031873488,0.0011964181,0.00072977325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006144386,0.00019061015,0.0009321061,0.00048093023,0.00014679327,0.000065973494,0.0002109804,0.00004057451,0.00020352713],"category_scores_gemma":[0.005001318,0.00012666156,0.00044329645,0.0009043192,0.00043470672,0.00028264636,0.000075061005,0.00044008717,0.000046510315],"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":[0.020519348,0.0005466547,0.26964244,0.00003763264,0.00080752553,0.0048454977,0.0015924877,0.0000069216762,0.00035896653,0.0002848725,0.5115016,0.18985604],"study_design_scores_gemma":[0.00038859108,0.00049999997,0.048185077,0.00034517318,0.00012217445,0.0072743744,0.0068012527,0.000041391297,0.00016480408,0.000042182084,0.9359086,0.0002263946],"about_ca_topic_score_codex":0.000084148945,"about_ca_topic_score_gemma":0.0000029360176,"teacher_disagreement_score":0.42440698,"about_ca_system_score_codex":0.00018117107,"about_ca_system_score_gemma":0.00090485753,"threshold_uncertainty_score":0.5987406},"labels":[],"label_agreement":null},{"id":"W2897968694","doi":"10.1016/j.surg.2018.08.002","title":"The Bill &amp; Melinda Gates Foundation: An opportunity to lead innovation in global surgery","year":2018,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Foundation (evidence); Transformative learning; Medicine; Globe; Health care; Engineering ethics; Global health; Public relations; Management; Economic growth; Public health; Sociology; Nursing; Political science; Engineering; Law; Economics","score_opus":0.11224563950506751,"score_gpt":0.3763571998701643,"score_spread":0.2641115603650968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897968694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97645533,0.00011982945,0.000083486986,0.01741076,0.0024672365,0.00033775554,0.000015561742,0.00011058755,0.002999476],"genre_scores_gemma":[0.9870885,0.00012592904,0.0001447705,0.010764159,0.0008997477,0.00003982038,0.00032391993,0.000019510933,0.00059361756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716985,0.00022669316,0.0010283978,0.00036216943,0.0004577696,0.0007551004],"domain_scores_gemma":[0.9965976,0.001281787,0.00020631577,0.000595258,0.00075291423,0.0005661249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004825133,0.00019926441,0.00047345896,0.00035558722,0.0003036524,0.000064252,0.00008929751,0.00014315487,0.0003174768],"category_scores_gemma":[0.007888463,0.00013533876,0.000108828775,0.0025021906,0.00016608977,0.00024130713,0.000044228673,0.00018175779,0.000500644],"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":[0.00069577084,0.00016329454,0.6204221,0.000048662816,0.000016561089,0.000043389296,0.0000836747,6.8412675e-7,0.00007252014,0.0006656244,0.1633919,0.21439578],"study_design_scores_gemma":[0.00019154204,0.00006974478,0.402592,0.00019980675,0.00001254783,0.000069406335,0.00019372621,0.000038283186,0.00016618137,0.0017476531,0.5944595,0.0002596233],"about_ca_topic_score_codex":0.0011911213,"about_ca_topic_score_gemma":0.0021577221,"teacher_disagreement_score":0.4310676,"about_ca_system_score_codex":0.00026661836,"about_ca_system_score_gemma":0.0020438288,"threshold_uncertainty_score":0.94437975},"labels":[],"label_agreement":null},{"id":"W2898116983","doi":"10.1007/s11469-018-0007-5","title":"Critical Reflections on Mental Well-being for Post-Secondary Students Participating in the Field of Global Health","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"","keywords":"Health psychology; Mental health; Public health; Psychology; Field (mathematics); Rehabilitation; Applied psychology; Medicine; Clinical psychology; Nursing; Psychiatry","score_opus":0.02806911667897177,"score_gpt":0.48814310471131095,"score_spread":0.4600739880323392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898116983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268739,0.0005631379,0.00018057892,0.06892955,0.0022200765,0.00032389886,0.00008261668,0.0000048579627,0.0008213531],"genre_scores_gemma":[0.9644467,0.00027337973,0.0003272216,0.034417335,0.00049018033,0.000011043899,0.000024257324,0.0000035944465,0.0000062690447],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844843,0.00009483001,0.00064726576,0.000094571835,0.0004910121,0.00022388427],"domain_scores_gemma":[0.99902487,0.0002220764,0.0002522642,0.0000450562,0.00022787291,0.00022785865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009524174,0.00007045943,0.00018911972,0.00009644817,0.00016962888,0.000017348508,0.00008088,0.00003517111,0.000044861034],"category_scores_gemma":[0.00027365008,0.000052655192,0.00006876705,0.00008516042,0.000048396163,0.00010491323,0.00001639263,0.0001778702,0.0000015000882],"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":[0.028537964,0.0042944043,0.35870317,0.00060288835,0.00034961427,0.00005159478,0.014510928,0.0000035481396,0.00025789023,0.012056131,0.10612395,0.47450793],"study_design_scores_gemma":[0.015625373,0.05541377,0.8227146,0.0060633174,0.000058447953,0.0024890539,0.016323939,0.00066079653,0.0005495169,0.0033590798,0.07647853,0.0002635224],"about_ca_topic_score_codex":0.00026097414,"about_ca_topic_score_gemma":0.00015778899,"teacher_disagreement_score":0.4742444,"about_ca_system_score_codex":0.00037489875,"about_ca_system_score_gemma":0.00044586405,"threshold_uncertainty_score":0.21472163},"labels":[],"label_agreement":null},{"id":"W2899216902","doi":"10.1016/s0140-6736(18)32345-6","title":"Academic promotion policies and equity in global health collaborations","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":63,"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":"Scopus; Equity (law); Political science; Excuse; Global health; Public relations; Health equity; Empowerment; Economic growth; MEDLINE; Health care; Economics","score_opus":0.10741338254584239,"score_gpt":0.4582703165928511,"score_spread":0.35085693404700874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899216902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87322766,0.0007009474,0.000020084397,0.11900549,0.00013748504,0.00025424268,0.00003824003,0.000031022184,0.006584857],"genre_scores_gemma":[0.98814046,0.00044737896,0.000085674634,0.010488911,0.00075059145,0.0000070117812,0.0000075887083,0.0000020466707,0.000070354436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999356,0.000056134522,0.00013388856,0.00007548365,0.00009608885,0.00028242022],"domain_scores_gemma":[0.99967825,0.000019013713,0.00003688399,0.00013305587,0.000038192175,0.00009457185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005899744,0.000042724085,0.00018227634,0.000016636975,0.00008743,0.000007129946,0.000044032677,0.00004054143,0.000009547797],"category_scores_gemma":[0.00011727333,0.000028044897,0.000007167053,0.0002877974,0.000090630136,0.000030540446,0.000032831686,0.00011296952,0.000018613247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003520659,0.00006631565,0.74067837,0.00021838979,0.000007829283,0.0000029519003,0.0013332106,6.8413414e-7,0.00011222775,0.0337078,0.19721551,0.026304634],"study_design_scores_gemma":[0.0006114403,0.00019310585,0.97442,0.000092980794,0.0000034605102,0.000025895779,0.00012014345,0.00009194019,0.00001686217,0.0045851194,0.019808663,0.00003040605],"about_ca_topic_score_codex":0.0004900857,"about_ca_topic_score_gemma":0.00095573906,"teacher_disagreement_score":0.2337416,"about_ca_system_score_codex":0.00012676403,"about_ca_system_score_gemma":0.000294657,"threshold_uncertainty_score":0.11436377},"labels":[],"label_agreement":null},{"id":"W2899472327","doi":"10.1016/s1470-2045(18)30754-x","title":"Developing cancer care institutions for the developing world","year":2018,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Developing country; Cancer; Business; Political science; Medicine; Economic growth; Economics; Internal medicine","score_opus":0.22709938437415975,"score_gpt":0.47520720641394265,"score_spread":0.2481078220397829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899472327","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":[0.1949615,0.009488284,0.02599611,0.67285067,0.008850282,0.0026850535,0.00007422671,0.00025640128,0.08483746],"genre_scores_gemma":[0.9041672,0.0007509497,0.008792217,0.079808205,0.005013993,0.0004469508,0.000014520604,0.000013643854,0.0009923452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908966,0.000052325497,0.00018148098,0.00013103941,0.00008087357,0.0004646385],"domain_scores_gemma":[0.99895674,0.00045598773,0.00006195953,0.00022839545,0.00023979961,0.00005709224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046337524,0.00008354971,0.00028050924,0.000038813152,0.00056623126,0.000007450835,0.00015578611,0.00006144459,0.000035296773],"category_scores_gemma":[0.00019027371,0.000043238553,0.00004408026,0.00026952958,0.00024198656,0.0000215792,0.000048732298,0.0001608198,0.000041288684],"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":[0.0015017432,0.000032647175,0.03469268,0.00057908276,0.00020652886,0.000022421847,0.0037426976,0.000018140692,0.00009483551,0.50746363,0.23882678,0.21281882],"study_design_scores_gemma":[0.0007600682,0.00007379625,0.035428118,0.00009919627,0.000044554363,0.000027047703,0.00044241396,0.000040949664,0.00012316497,0.0004350955,0.96246374,0.00006188445],"about_ca_topic_score_codex":0.0002637478,"about_ca_topic_score_gemma":0.006610144,"teacher_disagreement_score":0.7236369,"about_ca_system_score_codex":0.00055663433,"about_ca_system_score_gemma":0.0026115724,"threshold_uncertainty_score":0.46328172},"labels":[],"label_agreement":null},{"id":"W2899595229","doi":"10.1530/ey.15.13.7","title":"Delivering modern, high-quality, affordable pathology and laboratory medicine to low-income and middle-income countries: a call to action","year":2018,"lang":"en","type":"article","venue":"Yearbook of pediatric endocrinology","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo","funders":"","keywords":"Medical diagnosis; Medicine; Call to action; Pathology; Low and middle income countries; Disease; Medical laboratory; Family medicine; Developing country; Intensive care medicine; Medical emergency; Business; Economic growth; Marketing","score_opus":0.025826950194283275,"score_gpt":0.3204061501692386,"score_spread":0.29457919997495535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899595229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480814,0.001583534,0.0003228981,0.0016805604,0.00055524055,0.0004357302,0.000033909997,0.00007153993,0.0005084575],"genre_scores_gemma":[0.9939983,0.0015629246,0.0012623374,0.0018178205,0.0011288812,0.000029539435,0.0000043322443,0.000023423692,0.00017248129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979651,0.000098645774,0.0005534906,0.00043628272,0.00023936175,0.00070709776],"domain_scores_gemma":[0.9984365,0.00026124937,0.00013760803,0.00031719214,0.00033085604,0.0005165705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957442,0.00020360912,0.0006741312,0.00049328926,0.000086374326,0.0000050366943,0.00008715263,0.00015428125,0.00007388986],"category_scores_gemma":[0.00041324372,0.0001861532,0.000027185322,0.00031778184,0.00024878688,0.000062519575,0.00017679235,0.00019281865,0.00006495077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034157243,0.00019329898,0.96349066,0.004999453,0.00013838364,0.0012022512,0.0028413269,0.000008849663,0.009213777,0.006607468,0.0021420696,0.0057467106],"study_design_scores_gemma":[0.004222091,0.003425252,0.9814005,0.00031922592,0.00024403521,0.00052453607,0.00019919613,0.000040285417,0.0019283582,0.0007846635,0.00645182,0.0004600518],"about_ca_topic_score_codex":0.0010267716,"about_ca_topic_score_gemma":0.00022198108,"teacher_disagreement_score":0.017909799,"about_ca_system_score_codex":0.00009694303,"about_ca_system_score_gemma":0.00017830562,"threshold_uncertainty_score":0.7591107},"labels":[],"label_agreement":null},{"id":"W2900117069","doi":"10.25011/cim.v41i2.31410","title":"The Revolution in Health Research","year":2018,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Institute for Advanced Research","funders":"Canadian Institute for Advanced Research","keywords":"Nature versus nurture; Executive director; Vice president; Library science; Management; Political science; Global health; Public administration; Sociology; Health care; Law","score_opus":0.5548579698810464,"score_gpt":0.5383545439876305,"score_spread":0.016503425893415913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900117069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5123203,0.004951711,0.000020564668,0.47560856,0.0006753273,0.00045782354,9.320018e-7,0.000020350075,0.005944437],"genre_scores_gemma":[0.9770777,0.00332073,0.00016328777,0.016454956,0.0015315881,0.000013025938,0.000005555232,0.000006213868,0.0014269013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997247,0.0008267679,0.0008088332,0.0002688017,0.0003510685,0.00049751863],"domain_scores_gemma":[0.9974147,0.0011585648,0.00009074903,0.0002235088,0.00033033997,0.0007821428],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012966746,0.0000810211,0.00037424872,0.000083963125,0.00034465402,0.0000042599654,0.00006128547,0.00008216365,0.000031276828],"category_scores_gemma":[0.015643425,0.000041455136,0.000026287458,0.0005402493,0.02228524,0.000038493625,0.0000478884,0.0006862099,0.000047450194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036317875,0.000090429814,0.56131345,0.00015978185,0.000012617196,0.00001705511,0.0006714381,1.0829103e-8,0.000038724644,0.06635927,0.2962325,0.07474157],"study_design_scores_gemma":[0.0011235693,0.0027928294,0.6557478,0.0008158664,0.0000030797016,0.000015757745,0.000502991,0.00012998718,0.0000086231885,0.075729996,0.26309365,0.00003586928],"about_ca_topic_score_codex":0.00056371454,"about_ca_topic_score_gemma":0.00029731815,"teacher_disagreement_score":0.46475744,"about_ca_system_score_codex":0.000053929496,"about_ca_system_score_gemma":0.0004435919,"threshold_uncertainty_score":0.99264824},"labels":[],"label_agreement":null},{"id":"W2900155956","doi":"10.1186/s12961-018-0384-z","title":"Evaluating health research priority-setting in low-income countries: a case study of health research priority-setting in Zambia","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Health services research; Context (archaeology); Health administration; Qualitative research; Public relations; Health policy; Monitoring and evaluation; Medicine; Participatory action research; Citizen journalism; Public health; Political science; Economic growth; Nursing; Sociology; Geography","score_opus":0.4981992548987791,"score_gpt":0.6330230083153449,"score_spread":0.13482375341656577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900155956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94346213,0.010632766,0.0000052805453,0.031492323,0.00036615808,0.01336181,0.00006936834,0.00007094458,0.00053923315],"genre_scores_gemma":[0.9937665,0.0020786852,0.0001908454,0.0012130842,0.0016651071,0.00063364126,0.000017494533,0.000095777155,0.00033890066],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.90642536,0.06322613,0.006681221,0.0022554102,0.010272883,0.011139015],"domain_scores_gemma":[0.97350174,0.0145215085,0.00093790295,0.0018140953,0.005426268,0.0037984895],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.37583992,0.00048603263,0.0026158984,0.0071157548,0.0042268108,0.00029573537,0.00054121553,0.00044049523,0.000016426151],"category_scores_gemma":[0.03404059,0.0004632229,0.00009537499,0.009458626,0.0012534215,0.00032409184,0.0008091715,0.006327272,0.00005150169],"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":true,"study_design_scores_codex":[0.0025643283,0.0030487136,0.6859099,0.07200188,0.00007014379,0.0028657843,0.16225639,0.000021986973,0.000032819917,0.0025199514,0.007780411,0.060927637],"study_design_scores_gemma":[0.022696042,0.055768233,0.38085926,0.05788917,0.000008405864,0.004538306,0.4393951,0.02192501,0.000013967623,0.0008367256,0.015061837,0.0010079362],"about_ca_topic_score_codex":0.61170536,"about_ca_topic_score_gemma":0.07436651,"teacher_disagreement_score":0.53733885,"about_ca_system_score_codex":0.008472275,"about_ca_system_score_gemma":0.045437016,"threshold_uncertainty_score":0.99978197},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2900543394","doi":"10.1302/1863-2548.12.180153","title":"Availability of global health opportunities in North American Paediatric Orthopaedic Fellowship Programmes","year":2018,"lang":"en","type":"article","venue":"Journal of Children s Orthopaedics","topic":"Global Health and Surgery","field":"Medicine","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; Family medicine; Medical education; Global health; Health care; Public health; Nursing; Political science","score_opus":0.02375599211184947,"score_gpt":0.3130869267989868,"score_spread":0.28933093468713733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900543394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99169767,0.00358822,0.00007425009,0.0030455224,0.00055711326,0.00053020753,0.00008504736,0.00003222728,0.00038974796],"genre_scores_gemma":[0.9920267,0.0027302715,0.0015000295,0.0024310653,0.0012297618,0.0000037028115,0.000033663302,0.000024741938,0.000020056075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99495083,0.0003392112,0.0023341456,0.00029821738,0.0011673906,0.00091018435],"domain_scores_gemma":[0.9952651,0.00015632478,0.002017064,0.00041985506,0.0009535788,0.0011880301],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028539444,0.00031828083,0.0013988023,0.00040690778,0.00009532158,0.000017343837,0.0002500376,0.000108729255,0.00004399098],"category_scores_gemma":[0.00085791724,0.0002597016,0.0005506903,0.0020953321,0.0008768477,0.00018826454,0.000070654285,0.00063765945,0.000007899112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083703926,0.00058508466,0.8386513,0.000165658,0.00007482263,0.00009858142,0.00016067944,0.000001976709,3.7241824e-7,0.00004944998,0.0029263468,0.15644869],"study_design_scores_gemma":[0.0019343423,0.003911178,0.99004805,0.00016763608,0.00009903716,0.0008836874,0.00033466905,0.0000149526895,0.000004481622,0.000061932435,0.0023705342,0.00016947454],"about_ca_topic_score_codex":0.0005658929,"about_ca_topic_score_gemma":0.0028650474,"teacher_disagreement_score":0.15627922,"about_ca_system_score_codex":0.0004129953,"about_ca_system_score_gemma":0.004301262,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2900788133","doi":"","title":"Leveraging the power of partnerships: spreading the vision for a population health care delivery model in western Kenya","year":2018,"lang":"en","type":"article","venue":"PMC","topic":"Global Health and Surgery","field":"Medicine","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":"Health care; Population; Population health; Public relations; General partnership; Mandate; Service delivery framework; Global health; Transformative learning; Business; Public health; Political science; Medicine; Economic growth; Service (business); Sociology; Nursing; Environmental health; Economics; Marketing","score_opus":0.06294286539024536,"score_gpt":0.3645377052795552,"score_spread":0.30159483988930985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900788133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928589,0.00080303877,0.0006186248,0.004872309,0.00012623888,0.00048478687,0.000004194919,0.000012877756,0.00021903953],"genre_scores_gemma":[0.9966771,0.000023025774,0.00020491495,0.0029216583,0.00008521725,0.000013831579,0.000013320121,0.0000084560725,0.00005250397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919206,0.000047619935,0.00024099434,0.00011778365,0.000148633,0.00025292678],"domain_scores_gemma":[0.99943686,0.0001307886,0.00008214863,0.00018922139,0.00009733936,0.000063624866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005979744,0.00006425051,0.00015815567,0.000044770004,0.000114665716,0.0000064929673,0.000052543517,0.000035637928,0.0000030465392],"category_scores_gemma":[0.00007860768,0.00003668254,0.00004904542,0.00009883947,0.000029755633,0.000045277287,0.00001673747,0.000080685524,0.0000031363022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010235742,0.000081009886,0.9378931,0.00061821385,0.00001600279,0.0000021300182,0.033235498,0.00026968695,0.00015332318,0.00053015706,0.004180758,0.021996567],"study_design_scores_gemma":[0.0022018256,0.0008137482,0.9322501,0.0015993521,0.000041639785,0.000016923972,0.009868047,0.044439144,0.0002757731,0.0008915895,0.007400208,0.00020167086],"about_ca_topic_score_codex":0.00043957596,"about_ca_topic_score_gemma":0.00030957168,"teacher_disagreement_score":0.04416946,"about_ca_system_score_codex":0.000092477596,"about_ca_system_score_gemma":0.00012501574,"threshold_uncertainty_score":0.14958706},"labels":[],"label_agreement":null},{"id":"W2900849522","doi":"10.1186/s12961-018-0381-2","title":"The potential of an online educational platform to contribute to achieving sustainable development goals: a mixed-methods evaluation of the Peoples-uni online platform","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Public health; Accreditation; Empowerment; Public relations; Context (archaeology); Medical education; Population; Medicine; Economic growth; Political science; Nursing; Environmental health","score_opus":0.24716102284839975,"score_gpt":0.5500396116190418,"score_spread":0.30287858877064205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900849522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96930856,0.0014189802,0.00020835218,0.025159748,0.00037940897,0.0032013094,0.00011294091,0.000009055032,0.00020162253],"genre_scores_gemma":[0.9951985,0.00014988657,0.0014190184,0.0010369385,0.0010576715,0.00014603393,0.00007838484,0.00001540624,0.00089819886],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941907,0.0014038536,0.0010504646,0.00028285774,0.0018227742,0.0012493323],"domain_scores_gemma":[0.99251443,0.0016372266,0.00026515315,0.0005329255,0.0039843363,0.0010659161],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032559924,0.00014062182,0.0004689456,0.00044518593,0.001052101,0.000045051063,0.00024917728,0.0001013637,0.00000813902],"category_scores_gemma":[0.0130873015,0.00008422469,0.000050220075,0.0011768083,0.00018382212,0.000097095595,0.00021383144,0.0003138479,0.000003932075],"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":[0.0063984534,0.0028157302,0.011267735,0.015894199,0.00032191924,0.000007469644,0.030973274,0.00035157404,0.002440106,0.07860447,0.036760103,0.814165],"study_design_scores_gemma":[0.002462593,0.0028836671,0.8363801,0.0023221439,0.000031053143,0.000131512,0.055399306,0.009332883,0.0004343094,0.001108528,0.089291446,0.00022245971],"about_ca_topic_score_codex":0.011524094,"about_ca_topic_score_gemma":0.0044107377,"teacher_disagreement_score":0.82511234,"about_ca_system_score_codex":0.0011185486,"about_ca_system_score_gemma":0.018023327,"threshold_uncertainty_score":0.99618316},"labels":[],"label_agreement":null},{"id":"W2901369480","doi":"10.1186/s12992-018-0428-8","title":"Chile’s role in global health diplomacy: a narrative literature review","year":2018,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Diplomacy; Foreign policy; Scholarship; Health policy; Global health; International relations; Public health; Solidarity; Political science; Context (archaeology); Health services research; Health care; Economic growth; Economics; Politics; Medicine; Law","score_opus":0.03301336222021126,"score_gpt":0.4361972638965779,"score_spread":0.40318390167636664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901369480","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":[8.319346e-7,0.9856418,0.00003175734,0.0068663233,0.0003604037,0.0036404326,0.00044973477,0.00010542508,0.0029033385],"genre_scores_gemma":[0.0000049937557,0.9499026,0.00018071351,0.046507284,0.00035413672,0.000095257376,0.0027889688,0.000033188662,0.00013286955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517536,0.0007053417,0.0018275168,0.00082719163,0.00045444112,0.0010101508],"domain_scores_gemma":[0.9970994,0.00002726892,0.0009360377,0.0004798173,0.00020889608,0.001248552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016537731,0.0006018607,0.0036960563,0.00020324474,0.00025350062,0.000050300267,0.00012911746,0.00039793667,0.000065511405],"category_scores_gemma":[0.00016251639,0.00047581815,0.00030481684,0.002223485,0.00008006008,0.00010069406,0.00007349484,0.00047058263,0.00005565693],"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":[0.000019314728,0.0001199771,0.00032814578,0.23276821,0.00003318108,0.000024799561,0.00031404904,1.9988887e-8,1.8610538e-10,0.0038568827,0.12032662,0.6422088],"study_design_scores_gemma":[0.0003745417,0.00026379369,0.0005614294,0.2731304,0.00005695417,0.00049062335,0.00003459373,0.0000043425716,5.669149e-10,0.00022563944,0.72466445,0.00019321521],"about_ca_topic_score_codex":0.00037024793,"about_ca_topic_score_gemma":0.00048352664,"teacher_disagreement_score":0.6420156,"about_ca_system_score_codex":0.001787341,"about_ca_system_score_gemma":0.0061596795,"threshold_uncertainty_score":0.99976933},"labels":[],"label_agreement":null},{"id":"W2902659609","doi":"10.1007/s00268-018-4868-3","title":"Developing Metrics to Define Progress in Children’s Surgery","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre; Montreal Children's Hospital","funders":"","keywords":"Pediatric surgery; Medicine; Vascular surgery; Specialty; Cardiothoracic surgery; Cardiac surgery; Quality (philosophy); Surgery; Family medicine","score_opus":0.12203154144993321,"score_gpt":0.3836732637524707,"score_spread":0.26164172230253746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902659609","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":[0.0022386105,0.993305,0.000022342514,0.00080002757,0.0028283976,0.0006319773,0.000018356905,0.000028847706,0.00012642478],"genre_scores_gemma":[0.00044025344,0.99476725,0.0013773221,0.0011559345,0.0018837345,0.000031318803,0.000058783437,0.00010758291,0.00017782212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992582,0.0004102015,0.004264541,0.00045363462,0.0010593308,0.0012302615],"domain_scores_gemma":[0.99213606,0.003535883,0.0021575927,0.00045680744,0.000652263,0.0010613777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0072806473,0.00066167087,0.0065745884,0.009861065,0.00008330808,0.00005476719,0.00025434123,0.00034749348,0.00009220466],"category_scores_gemma":[0.0026351907,0.0005078509,0.002032376,0.007033324,0.000096703465,0.00015328944,0.00010949614,0.0011902266,0.00013783392],"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":[0.00009440319,0.00012514713,0.21478967,0.008132934,0.0002131728,0.0008674935,0.000006878013,4.4397744e-8,3.0123197e-9,0.000021229529,0.0668606,0.7088884],"study_design_scores_gemma":[0.00014607374,0.000032917727,0.026499828,0.07736854,0.0004171348,0.00359948,0.000003591452,1.1930379e-7,4.994264e-7,0.000015777528,0.8914946,0.00042147774],"about_ca_topic_score_codex":0.00001746458,"about_ca_topic_score_gemma":0.000019522873,"teacher_disagreement_score":0.82463396,"about_ca_system_score_codex":0.0011079748,"about_ca_system_score_gemma":0.0069088703,"threshold_uncertainty_score":0.9997373},"labels":[],"label_agreement":null},{"id":"W2903665605","doi":"10.4324/9781315107844-7","title":"A profile of global health curricula at Canadian medical schools","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Medical education; Political science; Sociology; Medicine; Pedagogy","score_opus":0.020624969578257733,"score_gpt":0.33609783998069337,"score_spread":0.31547287040243566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903665605","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":[0.00021618593,0.0028632947,0.000002860023,0.015153658,0.00066150667,0.00081322144,0.0005876315,0.000042499745,0.97965914],"genre_scores_gemma":[0.023431843,0.0012572696,0.00029654847,0.022256697,0.0007408957,0.000017775264,0.0005066545,0.00004985267,0.9514425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708074,0.000017726621,0.0006680536,0.00038893195,0.0010594631,0.00078505283],"domain_scores_gemma":[0.9934101,0.00002330897,0.00033795487,0.0007206624,0.00023822612,0.0052697584],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056467263,0.00030117627,0.0010662735,0.00009242904,0.00017553497,0.000008248444,0.00020739924,0.00080268487,0.016479876],"category_scores_gemma":[0.0003598829,0.00023773877,0.00025688368,0.000019193125,0.0001500483,0.00002539234,0.00008157569,0.00057210634,0.0013425306],"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":[0.00007786169,0.000023262037,0.005665926,0.000683658,0.000062645915,0.0008553748,0.0000052575365,1.1793549e-8,5.5239617e-8,0.08383316,0.86967164,0.039121166],"study_design_scores_gemma":[0.00065045606,0.00022253428,0.0048994864,0.002393948,0.00003758222,0.00073673035,0.0000052527457,0.000010565542,5.6007116e-7,0.0009833844,0.9898545,0.00020497163],"about_ca_topic_score_codex":0.20500395,"about_ca_topic_score_gemma":0.3855635,"teacher_disagreement_score":0.18055953,"about_ca_system_score_codex":0.0018155609,"about_ca_system_score_gemma":0.02347668,"threshold_uncertainty_score":0.99943507},"labels":[],"label_agreement":null},{"id":"W2904270344","doi":"10.1016/j.jpedsurg.2018.11.005","title":"A systematic review of capacity assessment tools in pediatric surgery: Global Assessment in Pediatric Surgery (GAPS) Phase I","year":2018,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Montreal Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Checklist; Pediatric surgery; Quality (philosophy); MEDLINE; Commission; Medical physics; Surgery","score_opus":0.09580579327544399,"score_gpt":0.4119660731456533,"score_spread":0.31616027987020934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904270344","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":[0.013520309,0.9750449,0.00003151681,0.00018609667,0.0067418353,0.003765579,0.00038032822,0.000053608946,0.00027579835],"genre_scores_gemma":[0.0024614688,0.9830962,0.00030728086,0.00045171962,0.012942327,0.00029728658,0.00025406797,0.00016571677,0.000023953391],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96672213,0.005387071,0.019898824,0.0012650602,0.0042637903,0.0024631277],"domain_scores_gemma":[0.94921196,0.02725918,0.018280739,0.0016062603,0.0018964366,0.0017454069],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.04398296,0.0019055856,0.024676949,0.0076263375,0.000119569726,0.000114362105,0.0007641562,0.0013429392,0.00023171685],"category_scores_gemma":[0.019826854,0.0015173187,0.007965569,0.012259866,0.00012494686,0.0007848445,0.0002304541,0.0031106737,0.00006211079],"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":true,"study_design_scores_codex":[0.00009351803,0.0021081679,0.1614899,0.7257906,0.0002454196,0.0024342833,0.000009888927,3.8105907e-7,1.0348696e-8,0.0000068964887,0.09972125,0.00809965],"study_design_scores_gemma":[0.0024971701,0.0005874171,0.026639367,0.9022546,0.036639594,0.0031606331,0.00006425793,0.000010308189,1.5261604e-7,0.000062606516,0.025268853,0.0028150321],"about_ca_topic_score_codex":0.00012121247,"about_ca_topic_score_gemma":0.000022025984,"teacher_disagreement_score":0.17646398,"about_ca_system_score_codex":0.0042030774,"about_ca_system_score_gemma":0.035250586,"threshold_uncertainty_score":0.9999535},"labels":[],"label_agreement":null},{"id":"W2904361598","doi":"10.1017/9781108557122.014","title":"Mapping the Patterns of Underestimated Researcher-Indigenous Collaboration","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Indigenous; Traditional knowledge; Work (physics); Public relations; Political science; Knowledge management; Engineering ethics; Engineering; Computer science; Ecology","score_opus":0.06785727356037255,"score_gpt":0.2760682644761018,"score_spread":0.20821099091572923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904361598","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":[0.025863227,0.00023482188,0.00025682183,0.00010428163,0.00019993183,0.0010891344,0.00057251216,0.000076674245,0.9716026],"genre_scores_gemma":[0.02555024,0.00019759944,0.00004277631,0.00016644961,0.00014598676,7.933303e-7,0.0001879141,0.000033200628,0.973675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985783,0.00006860871,0.0002560969,0.00029893083,0.00042889392,0.00036916696],"domain_scores_gemma":[0.9981237,0.00012679257,0.00025078,0.00056038774,0.0006999618,0.00023839442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995754,0.00021996685,0.0004250487,0.00020962872,0.0002304524,0.000017383756,0.00022831677,0.00033523203,0.000021714453],"category_scores_gemma":[0.000040462823,0.00019330853,0.00013404919,0.000025198424,0.00025834856,0.00003340387,0.00015431631,0.00041034757,0.000017296856],"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":[0.0042429776,0.00015968623,0.0014729715,0.0067866603,0.0015514944,0.0030715705,0.003967241,0.0000046935174,0.0005948914,0.57097787,0.39962128,0.0075486763],"study_design_scores_gemma":[0.0009488859,0.00026688023,0.0017675601,0.0011498461,0.00018987097,0.000048400892,0.00067659677,0.00007318334,0.00035211083,0.000016298252,0.9942532,0.00025714256],"about_ca_topic_score_codex":0.00072175375,"about_ca_topic_score_gemma":0.000027381837,"teacher_disagreement_score":0.5946319,"about_ca_system_score_codex":0.00033101937,"about_ca_system_score_gemma":0.0008073229,"threshold_uncertainty_score":0.7882893},"labels":[],"label_agreement":null},{"id":"W2905160656","doi":"10.4324/9781315107844-20","title":"Voices from the hostFindings from interviews at institutions hosting Canadian medical trainees in 14 countries from the Global South","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Medical education; Family medicine; Political science; Library science; Medicine; Computer science","score_opus":0.05492329868835898,"score_gpt":0.3097098589636487,"score_spread":0.25478656027528973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905160656","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":[0.11208006,0.01725354,0.000028374414,0.078926906,0.0033297378,0.0014228587,0.020289116,0.00012862569,0.76654077],"genre_scores_gemma":[0.831125,0.003100175,0.00017613072,0.10149586,0.0054854634,0.00006837426,0.0052970797,0.00010283246,0.053149074],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654764,0.00007888299,0.0009063912,0.00066135847,0.0010202675,0.0007854555],"domain_scores_gemma":[0.99601346,0.0012343596,0.0003948842,0.0010270444,0.00014130305,0.0011889279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000873021,0.00055375544,0.0010051128,0.00007617645,0.0008758728,0.00015130779,0.00090852485,0.0009839354,0.008520301],"category_scores_gemma":[0.0019178933,0.0003061804,0.00030668435,0.00004188319,0.00082903623,0.000103164486,0.0002560562,0.0012118665,0.0008026389],"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":[0.00071128417,0.00005652559,0.588157,0.00012085602,0.0009992546,0.0023072718,0.014514756,9.542562e-7,8.652515e-7,0.058360763,0.31406394,0.020706557],"study_design_scores_gemma":[0.0008497133,0.000031077045,0.085275196,0.0028065296,0.00020803674,0.000020390924,0.0007229753,0.000024568508,6.5346234e-7,0.0027706258,0.906972,0.00031825056],"about_ca_topic_score_codex":0.8311896,"about_ca_topic_score_gemma":0.9844438,"teacher_disagreement_score":0.7190449,"about_ca_system_score_codex":0.0010087524,"about_ca_system_score_gemma":0.0048866207,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W2905941328","doi":"10.1002/bjs.11061","title":"Evaluating the collection, comparability and findings of six global surgery indicators","year":2018,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":112,"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":"University of Edinburgh; Lunds Universitet; King's College London","keywords":"Comparability; Medicine; Workforce; Perioperative; Health care; Population; Population health; Environmental health; Surgery; Economic growth","score_opus":0.07469340917500408,"score_gpt":0.36831381869874347,"score_spread":0.29362040952373936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905941328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420226,0.0034160465,0.000020058691,0.0007902291,0.0010770849,0.00014102363,0.000017025688,0.000011143535,0.0003251149],"genre_scores_gemma":[0.9980952,0.00073541654,0.00015560033,0.0005736897,0.00039711932,0.0000016855148,0.0000029413156,0.000009334149,0.000029025601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971906,0.00030994276,0.0012817634,0.0001659638,0.00067037507,0.0003813719],"domain_scores_gemma":[0.99589425,0.0021801626,0.0006720925,0.00014696603,0.0007645901,0.00034194553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072894623,0.0001211173,0.0008173892,0.00020067651,0.00025445267,0.000037366426,0.000071772534,0.000103726525,0.0001332717],"category_scores_gemma":[0.0047070133,0.00010407185,0.00031603695,0.00092897256,0.0005111936,0.00013705029,0.00003379841,0.00027750732,0.0000036231788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005281316,0.0001235097,0.90639496,0.0001508525,0.00006432603,0.00010693678,0.000044204644,4.877075e-7,0.000032514516,0.000008768817,0.04930799,0.04323731],"study_design_scores_gemma":[0.0003411393,0.00016528487,0.9883216,0.0008732867,0.00007695727,0.008213212,0.0001148071,0.00002986245,0.00016785144,0.00018255983,0.0014278209,0.00008558995],"about_ca_topic_score_codex":0.00035025296,"about_ca_topic_score_gemma":0.000041782863,"teacher_disagreement_score":0.081926666,"about_ca_system_score_codex":0.0001305877,"about_ca_system_score_gemma":0.0012029195,"threshold_uncertainty_score":0.56350744},"labels":[],"label_agreement":null},{"id":"W2907336206","doi":"10.15173/m.v1i32.1538","title":"A Bioethical Critique of Short-Term Medical Service Trips","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Surgery","field":"Medicine","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":"Bioethics; TRIPS architecture; Term (time); Service (business); Peer review; Medicine; Business; Political science; Law; Engineering; Marketing; Transport engineering","score_opus":0.0435628964776358,"score_gpt":0.3941980506948983,"score_spread":0.35063515421726255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907336206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90890336,0.00034370288,0.000018994868,0.08594401,0.00083169236,0.00020750937,0.0000060962425,0.000034533616,0.0037101198],"genre_scores_gemma":[0.9727068,0.00006476575,0.0001237297,0.025777578,0.0011010724,0.000017181907,0.000006486334,0.000012207522,0.0001901977],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99852395,0.00012431176,0.00033062368,0.00015709114,0.0005088847,0.00035512075],"domain_scores_gemma":[0.9984279,0.00030820517,0.000034903293,0.00039618442,0.00024967483,0.0005830928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012407368,0.00009993571,0.00029392625,0.00005061118,0.00007182338,0.000003881748,0.00018752782,0.00018714236,0.0013558288],"category_scores_gemma":[0.0009902815,0.000059158792,0.000077372795,0.00028393854,0.0003644074,0.000019333305,0.00004707591,0.00035424624,0.00018628404],"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":[0.006706293,0.005154896,0.23616117,0.0053736083,0.000518476,0.0004559452,0.027625551,3.951946e-8,0.019452339,0.034766003,0.55626756,0.1075181],"study_design_scores_gemma":[0.0044829156,0.0027635975,0.55781543,0.0029715728,0.0005826294,0.0030195455,0.0065596565,0.0003828142,0.043094367,0.0035038495,0.37395334,0.00087029237],"about_ca_topic_score_codex":0.00025272102,"about_ca_topic_score_gemma":0.00010412919,"teacher_disagreement_score":0.32165426,"about_ca_system_score_codex":0.000032961045,"about_ca_system_score_gemma":0.0013011033,"threshold_uncertainty_score":0.9995571},"labels":[],"label_agreement":null},{"id":"W2907706273","doi":"10.1186/s12909-018-1424-7","title":"The ethical experiences of trainees on short-term international trips: a systematic qualitative synthesis","year":2018,"lang":"en","type":"review","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Association of Professors of Gynecology and Obstetrics","keywords":"Medical education; TRIPS architecture; Thematic analysis; Qualitative research; Theme (computing); Inclusion (mineral); Psychology; Systematic review; Medicine; MEDLINE; Sociology; Social psychology; Social science; Political science","score_opus":0.14732238197186462,"score_gpt":0.5210600565626264,"score_spread":0.3737376745907618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907706273","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":[0.0006692372,0.9907599,0.000098120036,0.0011664944,0.0040062303,0.0014869692,0.000010329997,0.000026970669,0.0017757603],"genre_scores_gemma":[0.0029449654,0.99207675,0.00017685183,0.0006858202,0.0011459754,0.0025109241,0.000084029554,0.000022683187,0.00035197704],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99473274,0.0016218662,0.0015258049,0.00032333375,0.0015249634,0.0002713164],"domain_scores_gemma":[0.984314,0.01392275,0.0005202308,0.00042175964,0.00031228852,0.00050896796],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049273414,0.0002528676,0.0015240369,0.00017948679,0.00009891463,0.000020889896,0.00037716623,0.00065699976,0.0003491104],"category_scores_gemma":[0.06121934,0.00013055872,0.0004599739,0.00025146728,0.0004471018,0.000024116629,0.000027269241,0.0006064521,0.00004990713],"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":[0.00016144375,0.0007951134,0.000007877705,0.47581008,0.00028955084,0.000005305735,0.03615601,6.167135e-9,2.5653817e-8,0.004411301,0.022008741,0.46035454],"study_design_scores_gemma":[0.00019124913,0.000313606,0.000014935591,0.6406513,0.00094951445,0.0002008559,0.09032408,0.000044027565,0.0000014310665,0.00013107326,0.2668804,0.00029753204],"about_ca_topic_score_codex":0.000011753048,"about_ca_topic_score_gemma":0.000011595596,"teacher_disagreement_score":0.46005702,"about_ca_system_score_codex":0.00021847739,"about_ca_system_score_gemma":0.009706781,"threshold_uncertainty_score":0.99590725},"labels":[],"label_agreement":null},{"id":"W2909542071","doi":"10.1007/s00038-018-1199-y","title":"Development of a theoretical framework for assessment of quality of primary care medical service trips in Latin America","year":2019,"lang":"en","type":"review","venue":"International Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; Discovery Air (Canada); University of Toronto; University Health Network; Toronto Rehabilitation Institute; Markham Stouffville Hospital; McMaster University","funders":"","keywords":"Delphi method; Best practice; Likert scale; Stakeholder; Construct (python library); Delphi; TRIPS architecture; Multidisciplinary approach; Medicine; Medical education; Nursing; Psychology; Public relations; Computer science; Political science","score_opus":0.22548377520728116,"score_gpt":0.5289966725584291,"score_spread":0.30351289735114795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909542071","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":[0.0028645208,0.95351326,0.026100293,0.012666096,0.0018167102,0.0016404495,0.00041278225,0.000007284429,0.0009786177],"genre_scores_gemma":[0.007586903,0.8954166,0.092846215,0.0033181913,0.0003453104,0.000028647628,0.00041769823,0.000033759887,0.000006651266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138683,0.0007067387,0.00496834,0.00020027813,0.0023560824,0.00038173984],"domain_scores_gemma":[0.9902785,0.0022510802,0.004325611,0.00021607794,0.0023440751,0.00058469735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00784686,0.00021836386,0.0033617571,0.0006763281,0.000015278041,0.0000067271635,0.00052949187,0.00035466827,0.00015998933],"category_scores_gemma":[0.0028994547,0.000160931,0.0005334581,0.00042491418,0.00011185862,0.000058332393,0.000101864905,0.00088234653,0.0000010194228],"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":[0.00014971588,0.000609851,0.0011996501,0.06946634,0.00032550894,0.000008514391,0.0006212514,3.7181823e-7,1.970661e-7,0.026494838,0.00011910109,0.9010047],"study_design_scores_gemma":[0.0029547103,0.0008021782,0.015325559,0.09051545,0.00012030853,0.00013437297,0.0009969448,0.000043723572,8.053963e-7,0.00069322356,0.8881826,0.00023015405],"about_ca_topic_score_codex":0.00007598285,"about_ca_topic_score_gemma":0.000020422065,"teacher_disagreement_score":0.9007745,"about_ca_system_score_codex":0.0016071646,"about_ca_system_score_gemma":0.047316313,"threshold_uncertainty_score":0.9580845},"labels":[],"label_agreement":null},{"id":"W2909785958","doi":"10.1002/bjs.11044","title":"Global surgery and the sustainable development goals","year":2019,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":151,"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":"GE Foundation","keywords":"Medicine; Sustainable development; Tanzania; Commission; Global health; Accountability; Health care; Economic growth; Nursing; Public health; Environmental planning; Finance; Business; Economics","score_opus":0.05992229140724945,"score_gpt":0.33017895516082385,"score_spread":0.2702566637535744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909785958","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":[0.00097056583,0.9957164,0.000009769598,0.00025178757,0.0015243769,0.00065942656,0.000023128267,0.000017639166,0.0008268903],"genre_scores_gemma":[0.00022005726,0.996884,0.00007119112,0.0006486433,0.0006201515,0.000019781517,0.000039636096,0.000047220135,0.0014493328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99434406,0.0006025666,0.0028775786,0.00031751694,0.00083301845,0.0010252718],"domain_scores_gemma":[0.9921507,0.0044433535,0.0018191967,0.00027632128,0.0006705978,0.00063983165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008962388,0.00043077182,0.0058770957,0.00036905034,0.00021996906,0.00018593557,0.00017164522,0.00040018468,0.000086242566],"category_scores_gemma":[0.002942714,0.00031186765,0.0018702693,0.0007261592,0.00022565921,0.00019451707,0.00012408703,0.0007549449,0.00003580159],"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":[0.00016125992,0.00006616093,0.001757548,0.03339703,0.0003477928,0.008495076,0.000007853336,5.5898354e-8,7.497014e-10,0.000064655374,0.10735058,0.848352],"study_design_scores_gemma":[0.00043915783,0.000010408124,0.0026564945,0.048855048,0.00074067106,0.066472575,0.00007689056,1.3150675e-7,2.7787046e-8,0.000060408114,0.88044083,0.00024736693],"about_ca_topic_score_codex":0.00014715412,"about_ca_topic_score_gemma":0.0000066583575,"teacher_disagreement_score":0.8481046,"about_ca_system_score_codex":0.0005247208,"about_ca_system_score_gemma":0.012058232,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W2909871540","doi":"10.2478/jtim-2018-0027","title":"Agglomeration effect of medical education: Based on the web of science database","year":2018,"lang":"en","type":"article","venue":"Journal of Translational Internal Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Chinese Academy of Engineering","keywords":"China; The Internet; Political science; Medicine; Computer science; World Wide Web","score_opus":0.024619376502914524,"score_gpt":0.38715272587597865,"score_spread":0.36253334937306414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909871540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9041071,0.00070214225,0.0026801066,0.08349292,0.002171723,0.00024464977,0.000011380475,0.000004267018,0.00658571],"genre_scores_gemma":[0.9953519,0.000058498146,0.00029908417,0.003030673,0.0012133413,0.000001678316,0.000006624313,0.0000054617394,0.000032702297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620897,0.00012209866,0.00086703117,0.000104177154,0.0025494131,0.00014833096],"domain_scores_gemma":[0.9969783,0.0009493391,0.00047377608,0.00017562161,0.0011030092,0.00031997362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005063487,0.000101942926,0.0003813932,0.0004420125,0.00006348641,0.0000035836078,0.00026475964,0.000054534838,0.0014071164],"category_scores_gemma":[0.0031852322,0.000051767394,0.0001114012,0.00048870436,0.0012964079,0.00010939415,0.000008481892,0.00030918865,0.0000038817716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049715463,0.004023308,0.40302432,0.0035174263,0.0005930966,0.0002566247,0.0023238983,0.0001385584,0.1431546,0.05560027,0.16579019,0.17186221],"study_design_scores_gemma":[0.038503487,0.060866147,0.4292234,0.07199204,0.00159592,0.004978728,0.0008323229,0.14485303,0.18542491,0.0024622795,0.05859593,0.0006718305],"about_ca_topic_score_codex":0.00004808256,"about_ca_topic_score_gemma":0.0000067769247,"teacher_disagreement_score":0.1711904,"about_ca_system_score_codex":0.00004504895,"about_ca_system_score_gemma":0.0034092185,"threshold_uncertainty_score":0.99950576},"labels":[],"label_agreement":null},{"id":"W2910891012","doi":"10.1007/s00268-018-04887-8","title":"Global Initiative for Children’s Surgery: A Model of Global Collaboration to Advance the Surgical Care of Children","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":86,"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 Anesthesiologists' Society","funders":"Association of Anaesthetists of Great Britain; Royal College of Surgeons of England; American Society of Anesthesiologists; Children's Hospital of Wisconsin; Association of Anaesthetists; American College of Surgeons; British Heart Foundation; Canadian Anesthesiologists' Society","keywords":"Subspecialty; Medicine; Global health; Health care; Pediatric surgery; Commission; Nursing; Medical emergency; Medical education; Family medicine; Public health; Surgery; Political science","score_opus":0.019889672842511516,"score_gpt":0.30849674863243093,"score_spread":0.2886070757899194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910891012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908859,0.0034452304,0.00022668074,0.0024648625,0.00073446514,0.0007909803,0.0007183885,0.000009820804,0.000723641],"genre_scores_gemma":[0.99798733,0.00023916706,0.0005645113,0.000840889,0.0002560462,0.000010332067,0.000050226237,0.000015307107,0.000036216483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700844,0.00014535715,0.001432621,0.00021886594,0.0007224414,0.00047229475],"domain_scores_gemma":[0.99557436,0.0010778689,0.0010929377,0.00030318394,0.0015935539,0.0003580983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013591641,0.00022689987,0.0013018314,0.00021282761,0.00006459177,0.00001298433,0.00014526446,0.00009606589,0.000030780102],"category_scores_gemma":[0.0006102445,0.00016296456,0.000659545,0.0013971287,0.00008886696,0.00019991871,0.00003938552,0.00016712253,0.000004140343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003853573,0.0001856992,0.9679128,0.00017890139,0.00017204553,0.000013503512,0.00012776637,0.0010177593,0.000021715192,0.0011541966,0.020321732,0.005040319],"study_design_scores_gemma":[0.00224303,0.00037872238,0.99065924,0.001447835,0.00026249085,0.00047627927,0.00062345195,0.00019288305,0.00061466935,0.00052827754,0.0022480488,0.000325066],"about_ca_topic_score_codex":0.000044320055,"about_ca_topic_score_gemma":0.00008256385,"teacher_disagreement_score":0.022746457,"about_ca_system_score_codex":0.00036079186,"about_ca_system_score_gemma":0.0022079973,"threshold_uncertainty_score":0.6645502},"labels":[],"label_agreement":null},{"id":"W2910987028","doi":"10.1007/s00268-018-04905-9","title":"Unifying Children’s Surgery and Anesthesia Stakeholders Across Institutions and Clinical Disciplines: Challenges and Solutions from Uganda","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; Hamilton Health Sciences; University of British Columbia","funders":"","keywords":"Medicine; Workforce; Multidisciplinary approach; Outreach; Pediatric surgery; Nursing; Capacity building; Service delivery framework; Medical education; Service (business); Surgery; Political science; Business","score_opus":0.216668448210623,"score_gpt":0.3699739353146762,"score_spread":0.1533054871040532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910987028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94602937,0.045404248,0.000011673262,0.007690019,0.00059040135,0.00014444263,0.000022261795,0.000020693977,0.000086885666],"genre_scores_gemma":[0.95163053,0.047094997,0.000110498084,0.00065679604,0.00040744312,0.0000016098852,0.000015578898,0.000018109915,0.000064428226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976218,0.00015444773,0.0011047453,0.00029368163,0.00030425633,0.0005210683],"domain_scores_gemma":[0.9957835,0.0027176775,0.0004386242,0.00020791353,0.00016007085,0.00069221866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025949224,0.00021123237,0.0010386894,0.00035089965,0.00025550628,0.000050395643,0.000044283246,0.00012920878,0.000021161422],"category_scores_gemma":[0.00043270586,0.0001702983,0.0002213213,0.0002320529,0.00036791933,0.00034196425,0.00005848048,0.0005045274,0.000003960319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000286334,0.00012863884,0.9564488,0.000111441215,0.00012728508,0.00021961941,0.0002118633,0.0000011108419,0.000008179384,0.00014064733,0.0016757015,0.040640377],"study_design_scores_gemma":[0.0006922667,0.00004286154,0.9880121,0.00092055614,0.0001054059,0.0016158267,0.00074148667,0.0000134470765,0.000002282558,0.00013715099,0.0075526284,0.00016400381],"about_ca_topic_score_codex":0.00009403847,"about_ca_topic_score_gemma":0.00020384976,"teacher_disagreement_score":0.040476374,"about_ca_system_score_codex":0.00004367549,"about_ca_system_score_gemma":0.00054819626,"threshold_uncertainty_score":0.69445634},"labels":[],"label_agreement":null},{"id":"W2912088129","doi":"10.1016/s0140-6736(18)33139-8","title":"Global burden of postoperative death","year":2019,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":610,"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":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; High income countries; Mortality rate; Global health; Scopus; Commission; Welfare; Health care; Healthcare system; Developing country; MEDLINE; Surgery; Economic growth; Public health; Business; Political science; Economics; Nursing","score_opus":0.039422408356513734,"score_gpt":0.3239923411938737,"score_spread":0.28456993283736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912088129","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":[0.01207532,0.0010089658,0.0000045096494,0.91437125,0.00060717063,0.00039233474,0.00039020137,0.000028883136,0.07112137],"genre_scores_gemma":[0.020003544,0.00014037585,0.0000816582,0.96613467,0.0075693377,0.000007093185,0.00024098034,0.000014190404,0.005808145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878734,0.00008841712,0.00022016981,0.00017190861,0.00030341346,0.00042874017],"domain_scores_gemma":[0.9989565,0.0001260743,0.000109782806,0.00066407205,0.000104049475,0.0000395335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022362334,0.0001584382,0.00086217205,0.000021007081,0.000027084814,0.00000682422,0.00021094165,0.00031074206,0.00014604037],"category_scores_gemma":[0.00008920313,0.00008922364,0.00011897082,0.0000979945,0.000052434654,0.000013484646,0.000043587464,0.0006424131,0.00024569905],"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":[0.0001665102,0.0000051630527,0.0048082895,0.0003047151,0.000053505082,0.00012226461,0.00006023314,0.0000016987019,0.000003145421,0.00019602702,0.9939249,0.00035351797],"study_design_scores_gemma":[0.0006078616,0.00011530482,0.0058855964,0.0002554905,0.000061026283,0.00009768988,0.000015739597,0.00001349492,0.00000503246,0.00021612358,0.992644,0.00008264125],"about_ca_topic_score_codex":0.00058125163,"about_ca_topic_score_gemma":0.0000037441469,"teacher_disagreement_score":0.06531323,"about_ca_system_score_codex":0.000087770815,"about_ca_system_score_gemma":0.00028303324,"threshold_uncertainty_score":0.36384347},"labels":[],"label_agreement":null},{"id":"W2912735925","doi":"10.1016/j.jtcvs.2019.01.054","title":"Making cardiac surgery feasible in African countries: Experience from Namibia, Uganda, and Zambia","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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":"Economic and Social Research Council; Medical Research Council; Medtronic Foundation; South African Medical Research Council; National Research Foundation","keywords":"Medicine; Geography; Political science","score_opus":0.027868973710577935,"score_gpt":0.3072832361865484,"score_spread":0.27941426247597045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912735925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044964,0.09333161,0.000086893706,0.000217277,0.0012662263,0.00019332331,0.00001687435,0.000014168712,0.00037726638],"genre_scores_gemma":[0.98570335,0.013343282,0.00013111686,0.00037958942,0.0003483167,0.00000574655,0.000006144643,0.00002748355,0.000054979027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969372,0.0003555466,0.0009118014,0.0003599995,0.0008817057,0.0005537472],"domain_scores_gemma":[0.9975077,0.0011417095,0.00030136004,0.00042525792,0.00022370876,0.00040026644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004456047,0.00025030324,0.0021160624,0.00046463162,0.00008082457,0.000071652765,0.00006673402,0.00018350701,0.000060006445],"category_scores_gemma":[0.00044408705,0.00021673978,0.0011931739,0.0004122037,0.000113479364,0.00033356828,0.000055115328,0.00039018333,0.000007640129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075203396,0.000037078156,0.93728304,0.0003842929,0.0005051706,0.00089440023,0.0005216628,0.000008784742,0.00004086693,0.000004499704,0.0013642061,0.058203984],"study_design_scores_gemma":[0.00044644572,0.00007185137,0.9201225,0.0025111127,0.00049905997,0.0012347273,0.0031872364,0.000055352986,0.00026810824,0.00008899291,0.07105794,0.00045665508],"about_ca_topic_score_codex":0.00037275074,"about_ca_topic_score_gemma":0.0000071441764,"teacher_disagreement_score":0.081206985,"about_ca_system_score_codex":0.00010610672,"about_ca_system_score_gemma":0.00048632507,"threshold_uncertainty_score":0.8838392},"labels":[],"label_agreement":null},{"id":"W2913867277","doi":"10.1007/s40670-019-00695-4","title":"Internationalization of Medical Education—Building a Program to Prepare Future Leaders in Healthcare","year":2019,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Internship; Internationalization; Medical education; Health care; Videoconferencing; Work (physics); Political science; Public relations; Medicine; Business; Engineering; Computer science; Multimedia","score_opus":0.02103646623905723,"score_gpt":0.43520979553670475,"score_spread":0.4141733292976475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913867277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8010319,0.0002674801,0.000029313936,0.19455457,0.0029291313,0.00069112255,0.0000013596529,0.000030007774,0.00046511315],"genre_scores_gemma":[0.9843523,0.000042294752,0.0008470736,0.0139692845,0.0005056261,0.000094302326,0.000013554947,0.000007249198,0.00016834654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995699,0.000047329206,0.00044926212,0.0003911333,0.0029196125,0.00049367786],"domain_scores_gemma":[0.997557,0.00006270433,0.0000739392,0.00023704332,0.0002918379,0.0017774828],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020834038,0.00009780318,0.0002547212,0.00038397705,0.000047614798,0.000014422932,0.00040603292,0.00016058325,0.0011479596],"category_scores_gemma":[0.0037169033,0.000078706886,0.000043853994,0.0017171456,0.00028111483,0.0001185473,0.00007828138,0.00024314589,0.000039016264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007283986,0.0012069431,0.74986935,0.0005449551,0.0000039635306,0.000007227067,0.0016460349,0.0000010671102,0.000051189665,0.012176777,0.01587057,0.21854907],"study_design_scores_gemma":[0.0019482312,0.0011148019,0.6502047,0.006058139,0.00001544967,0.00027215853,0.015677573,0.0037565797,0.00042678218,0.0006360353,0.3194072,0.0004823331],"about_ca_topic_score_codex":0.00064369175,"about_ca_topic_score_gemma":0.00016753467,"teacher_disagreement_score":0.30353662,"about_ca_system_score_codex":0.0003755769,"about_ca_system_score_gemma":0.020860108,"threshold_uncertainty_score":0.9997651},"labels":[],"label_agreement":null},{"id":"W2913884007","doi":"10.1037/e508992013-011","title":"Canadian global health Academic-NGO research partnerships: How are they working together?","year":2005,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Global health; Geography; Health care","score_opus":0.23795139071711652,"score_gpt":0.4739993348566382,"score_spread":0.23604794413952168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913884007","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":[0.00005422011,0.00937698,9.3514745e-7,0.080485076,0.001019108,0.0013243003,0.90746117,0.00006696155,0.00021126507],"genre_scores_gemma":[0.00081855006,0.007957134,0.000108087406,0.027823452,0.0033603227,0.00011303339,0.9596135,0.000056282643,0.00014962062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904544,0.0010430379,0.000993509,0.0015008303,0.0019329477,0.0040752986],"domain_scores_gemma":[0.9908829,0.00038420377,0.0004924928,0.0027882268,0.0002068859,0.0052452884],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0057319547,0.0007908308,0.001439224,0.0007119383,0.0007211823,0.00018045798,0.0013109957,0.0015302579,0.0006796248],"category_scores_gemma":[0.0009891426,0.00073234213,0.0002112193,0.001050336,0.00022683028,0.00017342347,0.00024220011,0.0049191904,0.00203398],"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":[0.00027660342,0.00011754549,0.0019249565,0.0007519576,0.000091883805,0.0006175021,0.000019708828,4.5792154e-7,1.3438398e-7,0.000044875167,0.9866327,0.009521688],"study_design_scores_gemma":[0.00072930666,0.00017326677,0.001168316,0.001648704,0.00007846373,0.00036057358,0.00029363754,0.0000042027627,2.8537113e-7,0.00011201125,0.9949073,0.00052391295],"about_ca_topic_score_codex":0.26971006,"about_ca_topic_score_gemma":0.798454,"teacher_disagreement_score":0.5287439,"about_ca_system_score_codex":0.004167777,"about_ca_system_score_gemma":0.0082404455,"threshold_uncertainty_score":0.999766},"labels":[],"label_agreement":null},{"id":"W2915059264","doi":"10.1016/j.jpedsurg.2019.01.034","title":"Incidence and prevalence of congenital anomalies in low- and middle-income countries: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":55,"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; Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Incidence (geometry); Disease burden; Epidemiology; Burden of disease; Low and middle income countries; Demographics; Data collection; Population; Data quality; Disease; Developing country; Pediatrics; Demography; Environmental health; Pathology; Statistics","score_opus":0.04001769208816286,"score_gpt":0.3243214798997641,"score_spread":0.28430378781160126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915059264","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":[0.011945621,0.9859792,7.970019e-7,0.000036101483,0.00060041377,0.0013663683,0.000047611135,0.0000050837475,0.000018803445],"genre_scores_gemma":[0.0014366253,0.9977521,0.00003199213,0.00015135226,0.0004918051,0.000020803644,0.000002813998,0.000026879487,0.0000856866],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994076,0.0004984662,0.0040447675,0.0002595444,0.0007223556,0.0003988384],"domain_scores_gemma":[0.9891303,0.0058319615,0.0039110817,0.00032748413,0.0004427546,0.00035642643],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053139343,0.00039347913,0.0070209634,0.0010070371,0.000023397972,0.000018021337,0.00014057255,0.0002747747,0.000028243814],"category_scores_gemma":[0.0048181233,0.0002705645,0.0006341965,0.00070823607,0.00009335874,0.00020709257,0.00006947467,0.0005348502,0.0000096832655],"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":[0.000034318615,0.000034738787,0.04511697,0.95289254,0.00009259115,0.0004357628,0.000023359986,1.3861209e-8,3.009519e-9,0.000002455034,0.00030476466,0.0010624774],"study_design_scores_gemma":[0.00021599473,0.00011416801,0.0019081791,0.98509973,0.0073067946,0.0031032166,0.000017794691,9.110018e-7,2.5119766e-8,0.0000033104893,0.002010215,0.00021964774],"about_ca_topic_score_codex":0.000010753941,"about_ca_topic_score_gemma":0.0000013371948,"teacher_disagreement_score":0.04320879,"about_ca_system_score_codex":0.00015316889,"about_ca_system_score_gemma":0.002462981,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W2917181200","doi":"10.1111/acem.13216","title":"Global Emergency Medicine: A Review of the Literature From 2016","year":2017,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Medicine; MEDLINE; Pediatric emergency medicine; Relevance (law); Family medicine; Emergency department; Emergency physician; Psychiatry","score_opus":0.11955346381365303,"score_gpt":0.4723304327378586,"score_spread":0.3527769689242055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917181200","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":[0.000009108782,0.9414237,0.0000043360064,0.0071494533,0.021311006,0.00282308,0.0006010201,0.0000784979,0.026599789],"genre_scores_gemma":[0.0000072588573,0.97695017,0.000009993096,0.0014262296,0.008289641,0.00017239997,0.0011186333,0.00009601987,0.011929642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879184,0.0006884938,0.0069664535,0.0012298652,0.0020125983,0.0011842095],"domain_scores_gemma":[0.9892616,0.00024724432,0.0053019794,0.003311527,0.0008226287,0.0010549771],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002979813,0.0013449278,0.00749502,0.00024541377,0.0002842853,5.3585177e-7,0.0021117856,0.001841436,0.013396532],"category_scores_gemma":[0.011050654,0.00066634035,0.0017935879,0.0021606258,0.00062191166,0.00014193644,0.00039422742,0.0030405081,0.00016176398],"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":[0.000020845237,0.000030278865,0.0015850227,0.20136175,0.0003024331,0.00001816932,0.00007781785,2.8899514e-9,5.913176e-7,0.00015316457,0.6744483,0.122001596],"study_design_scores_gemma":[0.00032151214,0.00010791845,0.00048146537,0.43485934,0.0037351546,0.000085033,0.00001193489,2.2663325e-7,5.739841e-8,0.00042880134,0.5597029,0.0002656653],"about_ca_topic_score_codex":0.00076986104,"about_ca_topic_score_gemma":0.000019487166,"teacher_disagreement_score":0.23349759,"about_ca_system_score_codex":0.00031543244,"about_ca_system_score_gemma":0.0015976587,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null},{"id":"W2917397994","doi":"10.1016/j.jogc.2018.11.032","title":"Statement of Ethics in Global Health Practice","year":2019,"lang":"en","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada; University of Ottawa; Laurentian University; University of Toronto","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Reproductive health; Family medicine; Gynecology; Population; Pregnancy","score_opus":0.01721023020266021,"score_gpt":0.3511103172309958,"score_spread":0.33390008702833557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917397994","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":[0.004709479,0.030194279,0.000006905319,0.0047800657,0.9588954,0.00025632227,0.0002570242,0.0000012687061,0.00089924276],"genre_scores_gemma":[0.532519,0.14003532,0.0049004694,0.039704576,0.28051162,0.000015227652,0.0005552261,0.00018589325,0.0015727194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959819,0.00032549896,0.0016435125,0.00018097482,0.0013821376,0.00048601418],"domain_scores_gemma":[0.9748659,0.020138059,0.0024758182,0.00018015834,0.0018103251,0.0005297379],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031159637,0.00019203546,0.0012994573,0.0002695607,0.00004071872,0.000008026763,0.00012449696,0.00078457175,0.00003160248],"category_scores_gemma":[0.07386866,0.00016532095,0.000081317005,0.0004645947,0.000048272308,0.00006039132,0.000047267557,0.0023962592,3.9746078e-7],"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":[0.00007320626,0.00014841992,0.014250638,0.0013199011,0.00011841142,0.0024834108,0.0000624777,0.000015790292,3.8344023e-8,0.00005445367,0.96573997,0.015733264],"study_design_scores_gemma":[0.0026885096,0.0013990557,0.020773983,0.00011309418,0.000088009045,0.00004929775,0.00036521553,0.000005401975,2.1783006e-7,0.00003641206,0.9743838,0.00009702272],"about_ca_topic_score_codex":0.17593165,"about_ca_topic_score_gemma":0.13759503,"teacher_disagreement_score":0.6783838,"about_ca_system_score_codex":0.0077148657,"about_ca_system_score_gemma":0.0972571,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W2917544928","doi":"10.1016/j.jogc.2018.12.017","title":"Énoncé d’éthique sur Les pratiques en santé mondiale","year":2019,"lang":"fr","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"The Society of Obstetricians and Gynaecologists of Canada; University of Ottawa; Laurentian University; University of Toronto","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.008300022225386604,"score_gpt":0.25644060166407184,"score_spread":0.24814057943868523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917544928","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":[0.093148045,0.11823569,0.000012590855,0.0010683653,0.7849704,0.00034849535,0.0002817719,0.000005172515,0.0019294914],"genre_scores_gemma":[0.67837787,0.054898042,0.00036718327,0.0027102828,0.257123,0.000009927796,0.0001446708,0.00012306338,0.006245997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945505,0.00080688286,0.0018840752,0.00038491553,0.0012250296,0.0011485817],"domain_scores_gemma":[0.9448225,0.049329814,0.0019052883,0.00030212096,0.0023525339,0.0012877517],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021829023,0.00054088386,0.002069765,0.0005781246,0.00019526761,0.00005032455,0.00034559716,0.0026501382,0.0008471086],"category_scores_gemma":[0.0843204,0.00047209466,0.00026447864,0.00045817028,0.00015584848,0.00015690479,0.00010501076,0.0039515034,0.0000073143997],"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":[0.00005283141,0.00015780953,0.06352087,0.0014741247,0.0003877911,0.011636587,0.00020824565,0.000020255085,0.000003817683,0.0002645222,0.8327889,0.08948423],"study_design_scores_gemma":[0.0028234944,0.0015478536,0.094161086,0.00020067338,0.00040092747,0.00017105325,0.0006857794,0.00005481462,0.00000879613,0.0000666601,0.8995268,0.00035211022],"about_ca_topic_score_codex":0.12885654,"about_ca_topic_score_gemma":0.17199165,"teacher_disagreement_score":0.5852298,"about_ca_system_score_codex":0.00728024,"about_ca_system_score_gemma":0.053683456,"threshold_uncertainty_score":0.9997731},"labels":[],"label_agreement":null},{"id":"W2920810824","doi":"10.1213/ane.0000000000004083","title":"Improving Access to Safe Anesthetic Care in Rural and Remote Communities in Affluent Countries","year":2019,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","cited_by":43,"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; Memorial University of Newfoundland; University of British Columbia; McMaster University; Queen's University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; General partnership; Rural area; Health care; Quality (philosophy); Economic shortage; Nursing; Professional association; Public relations; Economic growth; Business; Government (linguistics); Finance","score_opus":0.03461396995472992,"score_gpt":0.3442805068871271,"score_spread":0.30966653693239715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920810824","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":[0.03368816,0.96332026,0.0000014921471,0.0006467516,0.00005692557,0.001960995,0.0000064653245,0.00003994336,0.00027903958],"genre_scores_gemma":[0.0060840845,0.9906471,0.00010472581,0.0026532228,0.000064708285,0.000055753964,0.00019836682,0.000076122014,0.00011593283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688977,0.0004014069,0.0010297375,0.00040677498,0.0003856759,0.00088663463],"domain_scores_gemma":[0.99817204,0.00031193896,0.00026778603,0.00076585385,0.000112618516,0.00036977118],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006836058,0.000604546,0.0028007189,0.0009333691,0.000089641646,0.00011736696,0.00037957856,0.0004528319,0.00003297457],"category_scores_gemma":[0.000042698208,0.0005100213,0.00024137918,0.0007071949,0.00011009531,0.0001525691,0.00010875597,0.0007113335,0.00008097276],"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":[0.00015831615,0.000035527046,0.013018091,0.047801,0.0000188636,0.0015469961,0.0007998783,0.0000016001956,2.3805136e-8,0.00007832871,0.00016817835,0.9363732],"study_design_scores_gemma":[0.00056831504,0.00029027573,0.013299957,0.047471326,0.0003306911,0.0026104688,0.0015507039,0.00003216878,2.2122181e-7,0.000011906427,0.93326235,0.00057162927],"about_ca_topic_score_codex":0.010448115,"about_ca_topic_score_gemma":0.0020291256,"teacher_disagreement_score":0.93580157,"about_ca_system_score_codex":0.0005209057,"about_ca_system_score_gemma":0.0009922438,"threshold_uncertainty_score":0.9997351},"labels":[],"label_agreement":null},{"id":"W2921580168","doi":"10.5334/aogh.305","title":"Employment Opportunities and Experiences among Recent Master’s-Level Global Health Graduates","year":2019,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Markham Stouffville Hospital; University of Toronto","funders":"","keywords":"Salary; Graduation (instrument); Workforce; Public health; Global health; Curriculum; Job satisfaction; Medical education; Work (physics); Psychology; Political science; Medicine; Economic growth; Nursing; Economics; Pedagogy; Engineering; Social psychology","score_opus":0.1987019139554001,"score_gpt":0.42140136507356823,"score_spread":0.22269945111816813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921580168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931891,0.014066329,0.000020528794,0.08775931,0.0006880543,0.00090721156,0.00033448817,0.0000702911,0.0029647027],"genre_scores_gemma":[0.9471478,0.019155508,0.00028785644,0.032998133,0.00008304636,0.000025820145,0.00006801164,0.000012028156,0.00022180642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631757,0.00019834274,0.001058666,0.00048666453,0.000705191,0.0012335845],"domain_scores_gemma":[0.9971409,0.000049196693,0.0005010445,0.0003977465,0.00028112525,0.0016299804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011373546,0.00030562317,0.0009995854,0.000055836495,0.00015864623,0.000024604336,0.00013248793,0.00010637301,0.00011180934],"category_scores_gemma":[0.00006121802,0.0002631488,0.00012275853,0.00037011242,0.00023170936,0.00017035677,0.00009627725,0.00012906466,0.00002436843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080797815,0.00050251785,0.60703766,0.0016136777,0.00008123644,0.000034428587,0.0015349381,0.0000014977483,7.3799833e-7,0.010507057,0.10177384,0.27610445],"study_design_scores_gemma":[0.0013790091,0.004316701,0.91697586,0.0011894067,0.000011581223,0.0001518028,0.015642624,0.000051731895,0.000029170447,0.0013632987,0.058562756,0.00032605347],"about_ca_topic_score_codex":0.0061800624,"about_ca_topic_score_gemma":0.0005762851,"teacher_disagreement_score":0.30993822,"about_ca_system_score_codex":0.00036037102,"about_ca_system_score_gemma":0.0024742968,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W2921932537","doi":"10.5206/uwomj.v83i2.4443","title":"Bringing global health home","year":2014,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Multiculturalism; Refugee; Immigration; Hindi; Phone; Global health; Work (physics); Medical education; Family medicine; Sociology; Medicine; Public health; Political science; Nursing; Pedagogy; Engineering","score_opus":0.010006965965042124,"score_gpt":0.25895135030377436,"score_spread":0.24894438433873223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921932537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744587,0.00013755324,0.009488267,0.010584324,0.00046857883,0.00006344299,0.0000025433217,0.000025566747,0.0047710137],"genre_scores_gemma":[0.99424756,0.00011752339,0.0008712476,0.0035561202,0.00020158206,9.95572e-9,0.0000042336264,0.000004251967,0.000997459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983566,0.00008041379,0.00025942287,0.00013006847,0.00075392105,0.00041961184],"domain_scores_gemma":[0.9982953,0.000054193475,0.00016977724,0.0001242026,0.000092894225,0.0012636391],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095043535,0.00009154814,0.0004007644,0.000070271766,0.0001619683,0.000007909236,0.00016017401,0.000104785315,0.0009501261],"category_scores_gemma":[0.00010891809,0.00008903661,0.00013926606,0.00008982902,0.000103203834,0.00007406023,0.000058750993,0.00049303664,0.0000336931],"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":[0.00027225516,0.00012114076,0.91942674,0.00007608448,0.000042885567,0.0004932253,0.0005439196,0.0000015965898,0.0000010824514,0.00021150171,0.005967693,0.072841845],"study_design_scores_gemma":[0.0018749966,0.00043069548,0.8563402,0.00070753926,0.000030785504,0.002753901,0.00022545176,0.00008382233,6.0408047e-7,0.00016475846,0.13730477,0.0000824302],"about_ca_topic_score_codex":0.029438257,"about_ca_topic_score_gemma":0.07175302,"teacher_disagreement_score":0.13133708,"about_ca_system_score_codex":0.0008044404,"about_ca_system_score_gemma":0.0028684614,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W2922451899","doi":"10.4103/njs.njs_30_18","title":"Determination of visual portfolio for surgeons overseas assessment of surgical needs Nigeria study: Consensus generation through an e-Delphi process","year":2019,"lang":"en","type":"article","venue":"Nigerian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Delphi method; Medicine; Likert scale; Delphi; Family medicine; Medical education; Psychology; Statistics","score_opus":0.05439299127430222,"score_gpt":0.39406543739703687,"score_spread":0.3396724461227346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922451899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963823,0.00012276048,0.00041600823,0.0002559815,0.0015796925,0.0007962911,0.000036112353,0.000013369152,0.00039750553],"genre_scores_gemma":[0.99861115,0.00009795066,0.0006576939,0.000101962534,0.0003740574,0.000012550084,0.00005844417,0.00003374569,0.000052453808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615836,0.00028588017,0.0020142873,0.00022319729,0.0008840831,0.00043421044],"domain_scores_gemma":[0.99541634,0.0007682983,0.0016550305,0.00025848256,0.0015458518,0.0003559962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033133773,0.00023541816,0.0013936153,0.00057502725,0.00006798455,0.000018699408,0.00008542759,0.00017584521,0.00020978824],"category_scores_gemma":[0.00030470605,0.00020542687,0.00046191562,0.0005067224,0.0000830564,0.0003629527,0.000014446168,0.0002166419,0.0000010044573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026791033,0.0023965489,0.98242027,0.0007031637,0.0001715506,0.00030294363,0.00079270394,0.00006344362,0.005437361,0.000119515775,0.0013379739,0.0035754011],"study_design_scores_gemma":[0.019235298,0.015035136,0.8975841,0.0020537793,0.0010139209,0.0038797213,0.028952282,0.0067166183,0.01650537,0.00040672498,0.007185053,0.0014320458],"about_ca_topic_score_codex":0.000030520627,"about_ca_topic_score_gemma":0.000009429153,"teacher_disagreement_score":0.08483624,"about_ca_system_score_codex":0.0001142518,"about_ca_system_score_gemma":0.0020967538,"threshold_uncertainty_score":0.8377065},"labels":[],"label_agreement":null},{"id":"W2922809675","doi":"10.1038/d41586-019-00918-z","title":"Ten research collaborations between Germany and the rest of the world","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"World Federation of Science Journalists","funders":"Bundesministerium für Bildung und Forschung; Colorado School of Mines","keywords":"Globe; Rest (music); Geography; Political science; Biology; Medicine","score_opus":0.02896362704165015,"score_gpt":0.38730360558211385,"score_spread":0.3583399785404637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922809675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987976,0.0021008258,6.9543276e-8,0.06002352,0.00018221918,0.00054099504,0.000024487517,0.0000065040563,0.038323827],"genre_scores_gemma":[0.98546946,0.000038599625,0.000017835418,0.0020249896,0.00015002495,0.0000051423685,0.0000044611643,0.0000040166315,0.012285465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917895,0.00013120049,0.00010937777,0.00008421958,0.00033310743,0.00016315462],"domain_scores_gemma":[0.99880505,0.0005713656,0.000029617046,0.00028598966,0.0002474704,0.000060501523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009631511,0.000037490263,0.00013384815,0.000055504268,0.000103068036,0.000007375666,0.00008029408,0.00022541816,0.000032893848],"category_scores_gemma":[0.00037127305,0.000016693006,0.00002764847,0.00072902406,0.00014448818,0.00001824093,0.000046002584,0.001497746,0.00001683572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035353587,0.000025407735,0.70224756,0.00017175646,0.000029527992,0.000002864434,0.0003154784,4.4433e-7,0.0002855481,0.030226273,0.2652158,0.0011257762],"study_design_scores_gemma":[0.0006307709,0.000017584478,0.7528268,0.000071338654,0.0000118598455,0.0000021593178,0.00010054751,0.0000076201936,0.00011338923,0.00047206882,0.24572833,0.000017532953],"about_ca_topic_score_codex":0.00004803324,"about_ca_topic_score_gemma":0.00015655589,"teacher_disagreement_score":0.08667191,"about_ca_system_score_codex":0.000020370406,"about_ca_system_score_gemma":0.00021120295,"threshold_uncertainty_score":0.6507044},"labels":[],"label_agreement":null},{"id":"W2923732748","doi":"10.1093/scipol/scz007","title":"Science granting councils in Sub-Saharan Africa: Trends and tensions","year":2019,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Global Health and Surgery","field":"Medicine","cited_by":54,"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; Johns Hopkins University","keywords":"Autonomy; Investment (military); Political science; Science policy; Public administration; Narrative; Economic growth; Sociology; Economics; Law; Politics","score_opus":0.045027060898764286,"score_gpt":0.3256687014776965,"score_spread":0.2806416405789322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923732748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9466267,0.00069778546,6.4452206e-7,0.01130141,0.00013034922,0.000109212444,0.00000478017,0.000022177339,0.0411069],"genre_scores_gemma":[0.9967889,0.00040824246,0.00004271194,0.002325004,0.00005812788,0.0000027686717,8.0379186e-7,0.0000031085503,0.00037029738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772406,0.000013477829,0.00017842097,0.00038350132,0.0007487308,0.0009518425],"domain_scores_gemma":[0.99870104,0.00005562853,0.000039870145,0.00021739281,0.00030229162,0.0006838081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032211288,0.00008791969,0.00019102241,0.0017151289,0.00035947803,0.00013177493,0.00013885878,0.00003684156,0.000011462095],"category_scores_gemma":[0.0014490678,0.00006637275,0.000015946118,0.006796202,0.0013675139,0.0006461946,0.000078107056,0.00013107661,0.000019518575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049859205,0.000178285,0.56725615,0.00013457083,0.0000032501096,0.00003388153,0.0014704993,4.5956838e-7,0.0694195,0.034233294,0.006459332,0.3207609],"study_design_scores_gemma":[0.000669344,0.000139696,0.9390878,0.000080360085,0.0000031700433,0.00014196955,0.00018897624,0.0008944008,0.00016149296,0.00036053712,0.058140006,0.00013221521],"about_ca_topic_score_codex":0.00077961345,"about_ca_topic_score_gemma":0.000056771885,"teacher_disagreement_score":0.3718317,"about_ca_system_score_codex":0.00014774126,"about_ca_system_score_gemma":0.0046067685,"threshold_uncertainty_score":0.8172209},"labels":[],"label_agreement":null},{"id":"W2924742902","doi":"10.1097/sap.0000000000001787","title":"A Bibliometric Analysis of the Most Cited Articles in Global Reconstructive Surgery","year":2019,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Joseph's Health Centre; University of Toronto","funders":"","keywords":"Subspecialty; Medicine; Reconstructive surgery; Psychological intervention; Bibliometrics; General surgery; Surgery; Family medicine; Library science; Nursing","score_opus":0.05918149135858223,"score_gpt":0.3266326353455602,"score_spread":0.26745114398697795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924742902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970657,0.0008990418,0.000008650972,0.00016633731,0.0009191823,0.00017543834,0.00015795797,0.00001599333,0.00059167726],"genre_scores_gemma":[0.9991246,0.00032194844,0.000009545934,0.00045466426,0.000028753484,0.000005546442,0.000024437262,0.000008691523,0.000021853764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972255,0.00019155774,0.0011222948,0.00028903637,0.0006146596,0.00055690797],"domain_scores_gemma":[0.9862741,0.012094118,0.00049689796,0.0004389613,0.00048081402,0.00021508819],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0016442635,0.000173194,0.0013152629,0.040966276,0.000025911053,0.000007901458,0.00009437621,0.00013339028,0.0002844899],"category_scores_gemma":[0.009740096,0.00012851288,0.00083955046,0.231993,0.00014977973,0.00010494035,0.00004980008,0.00013822851,0.000017961907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004916561,0.00020382652,0.9852389,0.0001664315,0.00057422975,0.000016098495,0.000016043046,0.0001195241,0.00007050966,0.00006438619,0.0038704667,0.009167938],"study_design_scores_gemma":[0.00017070441,0.00002812914,0.9976162,0.00034737587,0.00025145386,0.000008854015,0.000108908964,0.0007186353,0.0004295757,0.0001050674,0.000109340064,0.0001058012],"about_ca_topic_score_codex":0.0006461418,"about_ca_topic_score_gemma":0.00006417273,"teacher_disagreement_score":0.19102672,"about_ca_system_score_codex":0.00004277491,"about_ca_system_score_gemma":0.0006411571,"threshold_uncertainty_score":0.99860126},"labels":[],"label_agreement":null},{"id":"W2931539158","doi":"10.5694/mja2.50131","title":"Perspectives on double‐blind peer review from collectivist cultural contexts","year":2019,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Global Health and Surgery","field":"Medicine","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":"Vancouver General Hospital","funders":"","keywords":"Editor in chief; Collectivism; Journal editor; Medical journal; Management; Medicine; Library science; Psychology; Sociology; Political science; Family medicine; Law; Individualism; Computer science","score_opus":0.08824413101344555,"score_gpt":0.42005109143138136,"score_spread":0.3318069604179358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931539158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8961412,0.006303265,0.0000035354747,0.09271896,0.0010044123,0.00038233376,0.000007190322,0.000008494807,0.0034306494],"genre_scores_gemma":[0.97860754,0.002905201,0.000031207244,0.0044222996,0.00084154186,0.0000021582239,0.000006416463,0.0000089478035,0.013174668],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967919,0.00014567153,0.0005801764,0.00014277453,0.0020254208,0.00031403376],"domain_scores_gemma":[0.9977798,0.00029194955,0.00028178617,0.00021670056,0.00079494674,0.00063485553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002027867,0.00014937116,0.00063291285,0.000051148294,0.000060406262,0.00001938602,0.00022456632,0.0001175952,0.005174838],"category_scores_gemma":[0.0013505572,0.00007195405,0.00026564207,0.00020663132,0.00015175226,0.00006970073,0.00002085948,0.0009829969,0.0004087693],"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":[0.011293752,0.0004975915,0.007432723,0.00043607372,0.00037936267,0.00083751645,0.001314848,9.764117e-7,0.00014918354,0.0009845304,0.97401804,0.0026554188],"study_design_scores_gemma":[0.05087724,0.0050660265,0.33983803,0.03621498,0.0013318121,0.0066617276,0.0077092564,0.000023543655,0.0006136895,0.0010803718,0.5498527,0.000730611],"about_ca_topic_score_codex":0.00014774,"about_ca_topic_score_gemma":0.000006631355,"teacher_disagreement_score":0.4241653,"about_ca_system_score_codex":0.00014008232,"about_ca_system_score_gemma":0.00039201343,"threshold_uncertainty_score":0.9957346},"labels":[],"label_agreement":null},{"id":"W2932398677","doi":"10.1007/s00268-019-04993-1","title":"Perioperative Mortality Rates as a Health Metric for Acute Abdominal Surgery in Low‐ and Middle‐Income Countries: A Systematic Review and Future Recommendations","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"College of Physicians and Surgeons of Ontario; McGill University Health Centre; McGill University","funders":"World Health Organization","keywords":"Medicine; Perioperative; MEDLINE; Scopus; Health care; Public health; Global health; Emergency medicine; Family medicine; Medical emergency; Surgery; Nursing","score_opus":0.08713543950993717,"score_gpt":0.42050385380909666,"score_spread":0.3333684142991595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932398677","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":[0.0001442867,0.98858774,0.0000063520224,0.0059629986,0.0012214758,0.0038059393,0.00022959389,0.000010578846,0.000031046264],"genre_scores_gemma":[0.000042951524,0.99485046,0.0001313925,0.00378612,0.00042136604,0.00020993069,0.000105666426,0.00005747721,0.00039460932],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9922228,0.0011240282,0.0049686055,0.00044144772,0.0005105554,0.0007325867],"domain_scores_gemma":[0.9861175,0.008217621,0.0039356053,0.0003943679,0.0005888144,0.00074611494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010924705,0.00064354425,0.012522913,0.0024454866,0.00017038776,0.00008551387,0.00010542757,0.00022034813,0.00008945329],"category_scores_gemma":[0.0017603333,0.00044308466,0.0012763232,0.0018677389,0.00009453038,0.00029204757,0.000043081902,0.00088404305,0.000009603008],"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":[0.000106942185,0.00008032923,0.0014466111,0.9775155,0.000843288,0.00019560255,0.00005795143,1.4578752e-8,2.8400613e-9,0.000042034393,0.0053554317,0.014356285],"study_design_scores_gemma":[0.00031450295,0.00008238162,0.00034266902,0.7461044,0.005735196,0.0028879254,0.000100220874,0.0000014112029,3.1230194e-8,0.0000073007523,0.24413176,0.0002921796],"about_ca_topic_score_codex":0.000040717405,"about_ca_topic_score_gemma":0.00003957877,"teacher_disagreement_score":0.23877633,"about_ca_system_score_codex":0.0005966556,"about_ca_system_score_gemma":0.0053430106,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W2936735972","doi":"10.11604/pamj.2019.32.152.17246","title":"Barriers and facilitators to implementing a regional anesthesia service in a low-income country: a qualitative study","year":2019,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Workload; Service (business); Nursing; Qualitative research; Sustainability; Resource (disambiguation); Medical education; Business; Marketing","score_opus":0.01578312479671527,"score_gpt":0.3470974786704503,"score_spread":0.33131435387373503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936735972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825851,0.00012261987,0.000017246088,0.016335439,0.00007202381,0.00056589773,0.000005556612,0.00001810094,0.00027802694],"genre_scores_gemma":[0.9874885,0.000018000532,0.00012320299,0.012166713,0.00011746842,0.000019936364,0.0000033135066,0.000014374618,0.00004847763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962456,0.00053943053,0.0007153345,0.00030360106,0.0013927676,0.0008032562],"domain_scores_gemma":[0.99667716,0.0004584487,0.00013514588,0.00015637476,0.0001588725,0.0024139998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049566706,0.00018376368,0.00056300586,0.00028885747,0.0001211773,0.000031947882,0.00014399036,0.00008674024,0.0006266953],"category_scores_gemma":[0.0009608345,0.00014432236,0.00005520861,0.0007367264,0.00006326307,0.000081096056,0.00005480988,0.00066914625,0.000054332773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001162886,0.00021393693,0.9018152,0.0002551122,0.00009065891,0.001997729,0.08950888,8.326382e-7,0.000019663948,0.00016107611,0.0016394214,0.0031346348],"study_design_scores_gemma":[0.0053360155,0.0013630054,0.4897921,0.0009862487,0.00004404218,0.00264508,0.48174006,0.00022806134,9.093724e-7,0.00020496691,0.017369714,0.0002898047],"about_ca_topic_score_codex":0.00057491806,"about_ca_topic_score_gemma":0.00030931647,"teacher_disagreement_score":0.41202307,"about_ca_system_score_codex":0.00022500688,"about_ca_system_score_gemma":0.0011189625,"threshold_uncertainty_score":0.68618745},"labels":[],"label_agreement":null},{"id":"W2938771306","doi":"10.31354/globalce.v1i2.44","title":"Medical Device Donation Practices in Canada: A Survey of Donor and Recipient Perspectives","year":2019,"lang":"en","type":"article","venue":"Global Clinical Engineering Journal","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"University of Toronto; International Development Research Centre","keywords":"Staffing; Donation; Spare part; Telephone survey; Business; Medical equipment; Medicine; Nursing; Public relations; Operations management; Family medicine; Marketing; Engineering; Political science","score_opus":0.04801997164610385,"score_gpt":0.37985446147948093,"score_spread":0.3318344898333771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938771306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541205,0.0018895792,0.0000768108,0.0013991159,0.00080166495,0.00011214476,0.000011990055,0.0000063826824,0.0002902824],"genre_scores_gemma":[0.9981611,0.0009278141,0.0004630715,0.00032506042,0.00010703913,8.1122306e-7,0.0000033238312,0.000004806481,0.0000070086285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809414,0.0001406801,0.0007754086,0.00017009643,0.0005450638,0.00027461874],"domain_scores_gemma":[0.99776995,0.0010068575,0.00031799098,0.000101558195,0.000250325,0.00055329007],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035092724,0.00009368594,0.00042461138,0.00004709669,0.000014186837,0.000008877457,0.00007334082,0.000111827125,0.00007695613],"category_scores_gemma":[0.011029688,0.00007776987,0.00004934422,0.00025482924,0.000022570448,0.000078232326,0.000031450945,0.0005621363,0.0000029911807],"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":[0.00034257668,0.000084007355,0.9935058,0.00007483514,0.000032520184,0.0000875973,0.000017143917,0.00015518174,0.0000015502189,0.0001136078,0.0003106127,0.005274577],"study_design_scores_gemma":[0.0012329218,0.00015403095,0.99006236,0.00026187615,0.0000125241095,0.0004020099,0.00014434452,0.006488275,4.8442786e-7,0.0000060729994,0.0011698377,0.000065282904],"about_ca_topic_score_codex":0.3358136,"about_ca_topic_score_gemma":0.3316534,"teacher_disagreement_score":0.007520416,"about_ca_system_score_codex":0.0004944166,"about_ca_system_score_gemma":0.0033301697,"threshold_uncertainty_score":0.9973008},"labels":[],"label_agreement":null},{"id":"W2939833225","doi":"10.2105/ajph.2019.305065","title":"Elizabeth Fee (1946–2018)","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"U.S. National Library of Medicine; New York Academy of Medicine","keywords":"Irish; Politics; Globe; Public health; Power (physics); China; History; Law; Gender studies; Media studies; Political science; Sociology; Medicine","score_opus":0.03561489916641945,"score_gpt":0.34452643630353835,"score_spread":0.3089115371371189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939833225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90404576,0.0011497269,0.00071923865,0.08725016,0.0011179856,0.0002151782,0.000005585107,0.000027930302,0.0054684337],"genre_scores_gemma":[0.9621952,0.0007243144,0.002138628,0.034027565,0.0004176381,0.0000010417057,0.0000047607678,0.000021483103,0.00046933274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710494,0.00030935035,0.0008891553,0.00016184535,0.00062462984,0.00091006345],"domain_scores_gemma":[0.99618286,0.00016379022,0.00092288695,0.00030016116,0.0003637704,0.0020665205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035597947,0.00013995612,0.0008765174,0.00033470444,0.00006303931,0.000022280683,0.00014909731,0.000040723928,0.00028871236],"category_scores_gemma":[0.00036788877,0.00010633078,0.00018790617,0.0006756322,0.000121871446,0.00017147735,0.000022534703,0.0004943224,0.00020295556],"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":[0.00018618589,0.00031877114,0.3210699,0.00020358946,0.00008683019,0.00006889637,0.0005614048,0.0000016623924,0.000042085743,0.00085108716,0.063794725,0.61281484],"study_design_scores_gemma":[0.0013655663,0.005170657,0.22396402,0.00017487026,0.000011534266,0.0013048918,0.0019419605,0.00003508409,0.0000045936836,0.000056369765,0.76584196,0.00012849459],"about_ca_topic_score_codex":0.00033474865,"about_ca_topic_score_gemma":0.000006591427,"teacher_disagreement_score":0.7020472,"about_ca_system_score_codex":0.0004025456,"about_ca_system_score_gemma":0.004513437,"threshold_uncertainty_score":0.80066437},"labels":[],"label_agreement":null},{"id":"W2942644243","doi":"10.1017/cem.2019.315","title":"P124: Canadian faculty experience of participating in a global health partnership working to build emergency medicine capacity in Ethiopia","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Debriefing; Preparedness; Medical education; General partnership; Medicine; Thematic analysis; Global health; Capacity building; Scale (ratio); Family medicine; Qualitative research; Nursing; Public health; Management","score_opus":0.2553367772300666,"score_gpt":0.4427274303706567,"score_spread":0.1873906531405901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942644243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596704,0.0032436785,0.000020329031,0.022129241,0.006441102,0.0006022472,0.00002405406,0.0000062230283,0.007862703],"genre_scores_gemma":[0.99667627,0.00034338067,0.00011855035,0.001869882,0.0006484633,0.000023338262,0.000014624386,0.000022704886,0.00028281807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99374807,0.00025702076,0.0031099792,0.00039126986,0.0007589872,0.0017346463],"domain_scores_gemma":[0.99252146,0.000075639924,0.0007542843,0.00040571476,0.0005140017,0.005728881],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033346654,0.00034366426,0.0014285238,0.0011870832,0.00010410957,0.0000019572722,0.00035348718,0.00020166744,0.0062532374],"category_scores_gemma":[0.0035905773,0.00028911416,0.00013739537,0.0027617482,0.00014013021,0.00012611788,0.000015424419,0.00076841656,0.000015849584],"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":[0.000110391156,0.000031295793,0.9596013,0.00027760866,0.00002309945,0.0001537573,0.014102514,0.00009274708,0.00007358577,0.0005813764,0.023502678,0.0014496448],"study_design_scores_gemma":[0.0022383917,0.0015926702,0.92294043,0.005301586,0.00003919639,0.00006466563,0.009198497,0.00012413056,0.000015305457,0.00043196726,0.057744052,0.00030911117],"about_ca_topic_score_codex":0.8290882,"about_ca_topic_score_gemma":0.96171325,"teacher_disagreement_score":0.132625,"about_ca_system_score_codex":0.0018809736,"about_ca_system_score_gemma":0.00594606,"threshold_uncertainty_score":0.9999561},"labels":[],"label_agreement":null},{"id":"W2942899297","doi":"10.1136/bmjgh-2019-001616","title":"It’s time to address sexual violence in academic global health","year":2019,"lang":"en","type":"editorial","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"","keywords":"Global health; Public health; Reproductive health; Sexual misconduct; Sexual violence; Harassment; Public relations; Political science; Criminology; Economic growth; Sociology; Medicine; Environmental health; Law; Nursing; Population","score_opus":0.027646469786060952,"score_gpt":0.44075074751159793,"score_spread":0.413104277725537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942899297","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":[0.0036101087,0.010687087,0.000049102375,0.0673672,0.8858452,0.010877233,0.013107454,0.0004766754,0.007979976],"genre_scores_gemma":[0.002363552,0.0059550786,0.00061552174,0.13482718,0.8472669,0.00038499778,0.005020775,0.00017519842,0.0033908042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859759,0.000875386,0.0032663816,0.0021222604,0.003415943,0.004344124],"domain_scores_gemma":[0.99147874,0.00058678986,0.0012096666,0.0015091145,0.0004950051,0.00472069],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0052705286,0.0011603228,0.0037194144,0.00028531355,0.0002238622,0.000048082777,0.00089787145,0.002581743,0.00022524344],"category_scores_gemma":[0.002511471,0.0011649649,0.00028804402,0.0018844259,0.00012063516,0.00014962962,0.00044123922,0.003159747,0.0075798105],"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":true,"study_design_scores_codex":[0.0019443643,0.0002390831,0.0037924119,0.0034609307,0.000034390676,0.00014591384,0.00007161392,0.000022052323,1.607535e-7,0.00006514426,0.9256236,0.064600356],"study_design_scores_gemma":[0.0027997608,0.002629416,0.013021894,0.009904886,0.000028267088,0.00014921985,0.00012525904,0.00008997419,1.202703e-7,0.00014811665,0.9703365,0.0007665934],"about_ca_topic_score_codex":0.025372114,"about_ca_topic_score_gemma":0.004261993,"teacher_disagreement_score":0.06745998,"about_ca_system_score_codex":0.01789491,"about_ca_system_score_gemma":0.053943038,"threshold_uncertainty_score":0.99914},"labels":[],"label_agreement":null},{"id":"W2943463636","doi":"10.1186/s12992-019-0469-7","title":"A Comprehensive Framework to Optimize Short-Term Experiences in Global Health (STEGH)","year":2019,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; Western University","funders":"","keywords":"Public relations; Psychological intervention; Health services research; Business; Health care; Economic growth; Economics; Political science; Medicine; Nursing","score_opus":0.03608666326552109,"score_gpt":0.3905179657071618,"score_spread":0.3544313024416407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943463636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96271926,0.0051203044,0.005669726,0.020897808,0.0009698987,0.002024536,0.00003833185,0.000117732234,0.0024424288],"genre_scores_gemma":[0.9231036,0.0014232278,0.0038438123,0.07138963,0.00007737737,0.000034038163,0.00006980487,0.000010043357,0.000048504782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775445,0.000115788636,0.0006081704,0.00044513046,0.0003407815,0.0007356474],"domain_scores_gemma":[0.99846333,0.000026181191,0.00010102921,0.00025631627,0.00009848197,0.0010546513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038276793,0.0001883077,0.0006311357,0.00010274775,0.000117783304,0.000031959917,0.000069567715,0.00012131531,0.0001274028],"category_scores_gemma":[0.00004044609,0.00017512112,0.00004612273,0.00076067366,0.00003599701,0.000076053526,0.00004867664,0.00013721798,0.000060246788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044005222,0.0002384347,0.9212756,0.0011671829,0.000013406341,0.000018888179,0.0068862033,0.00017479282,0.0000012996873,0.018355401,0.012433698,0.038995005],"study_design_scores_gemma":[0.0012186844,0.0009781806,0.96531826,0.0010200012,0.000003597837,0.00009161124,0.007545467,0.0008434385,0.0000011416629,0.00045098967,0.022300003,0.00022864477],"about_ca_topic_score_codex":0.0012481592,"about_ca_topic_score_gemma":0.00017019406,"teacher_disagreement_score":0.05049182,"about_ca_system_score_codex":0.000618839,"about_ca_system_score_gemma":0.0009653337,"threshold_uncertainty_score":0.71412325},"labels":[],"label_agreement":null},{"id":"W2944155173","doi":"10.1016/j.ekir.2019.04.019","title":"Global Health Training Opportunities in North American Nephrology Fellowships","year":2019,"lang":"en","type":"editorial","venue":"Kidney International Reports","topic":"Global Health and Surgery","field":"Medicine","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; St. Michael's Hospital","funders":"International Society of Nephrology","keywords":"Medicine; Globe; Global health; Sister; Health care; Family medicine; Scopus; Medical education; Library science; MEDLINE; Public health; Political science; Nursing; Ophthalmology","score_opus":0.03929010556700091,"score_gpt":0.3521404497180653,"score_spread":0.3128503441510644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944155173","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":[0.021229317,0.00026517155,0.000016687887,0.014584887,0.9366964,0.0006308231,0.001058783,0.00011208482,0.025405858],"genre_scores_gemma":[0.14869913,0.002335913,0.0003841544,0.037374485,0.7792513,0.000116809504,0.023316417,0.000104493825,0.008417299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950021,0.00013108016,0.001561096,0.0007786696,0.0015988395,0.0009281992],"domain_scores_gemma":[0.99596214,0.0003451656,0.0013814414,0.00051017763,0.0004903083,0.0013107616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011576233,0.00041739835,0.001305641,0.00040296678,0.00005941904,0.000037951133,0.00020136934,0.0003828602,0.00015852078],"category_scores_gemma":[0.005459164,0.0004215708,0.00025141882,0.00035646313,0.00017238148,0.00009830422,0.0000987213,0.0009303879,0.000034590856],"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":[0.0002847839,0.00010402982,0.07558814,0.0001808694,0.00012303317,0.004736815,0.00017363652,0.000005563051,1.3420944e-7,0.000055842367,0.9071658,0.011581315],"study_design_scores_gemma":[0.0005449402,0.0002699734,0.03072422,0.0003175027,0.00002663843,0.00075299054,0.0002629868,0.000031548545,8.174424e-8,0.000087050816,0.96671736,0.0002646769],"about_ca_topic_score_codex":0.004460191,"about_ca_topic_score_gemma":0.003708541,"teacher_disagreement_score":0.1574451,"about_ca_system_score_codex":0.0019907483,"about_ca_system_score_gemma":0.018969856,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W2945518561","doi":"10.1016/s0167-8140(19)30671-1","title":"1PV-0251 Inuit radiotherapy utilization: a multinational study of low-income regions in highincome countries","year":2019,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"Multinational corporation; Business","score_opus":0.022238031337096092,"score_gpt":0.3483298602375505,"score_spread":0.3260918289004544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945518561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234915,0.0035454466,0.0001094003,0.0020666101,0.000388427,0.0011246705,0.000012425184,0.000032998636,0.00037086065],"genre_scores_gemma":[0.99385303,0.00259192,0.00045524602,0.0023283153,0.00013075187,0.00003770208,0.000009933782,0.000019200961,0.00057388697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844515,0.0001916884,0.00052499876,0.00029024997,0.00023715074,0.00031077993],"domain_scores_gemma":[0.9989198,0.0004267965,0.00016350661,0.00023678169,0.00011097585,0.00014212824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170343,0.00016155154,0.0007148571,0.00030313391,0.00005548989,0.0000071288587,0.000079462574,0.00019923794,0.00047516727],"category_scores_gemma":[0.000032957618,0.00014065648,0.000054264397,0.00033215908,0.00011761988,0.00008254796,0.0000126240675,0.00018782534,0.000005067909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025727716,0.0016430124,0.97372067,0.00028136824,0.00011216251,0.00008385031,0.007716208,0.00007083901,0.00033137714,0.0043931236,0.0003594067,0.008715227],"study_design_scores_gemma":[0.016892647,0.005007882,0.91203594,0.0001569437,0.000020530064,0.0001785811,0.001078711,0.0022561254,0.000026445452,0.0001856589,0.061957777,0.00020275451],"about_ca_topic_score_codex":0.00023510506,"about_ca_topic_score_gemma":0.0007020568,"teacher_disagreement_score":0.06168471,"about_ca_system_score_codex":0.0006109834,"about_ca_system_score_gemma":0.00049933826,"threshold_uncertainty_score":0.5735805},"labels":[],"label_agreement":null},{"id":"W2945639580","doi":"","title":"Online resources in a global health curriculum.","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Global health; Business; Public relations; Computer science; Political science; Public health; Sociology; Medicine; Pedagogy; Nursing","score_opus":0.008678599857008971,"score_gpt":0.28139252723824054,"score_spread":0.27271392738123157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945639580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934725,0.00040653694,0.0013068276,0.0035127627,0.00042037087,0.00011042902,0.000035606994,0.0000081676935,0.00072681025],"genre_scores_gemma":[0.9977847,0.0006134161,0.00046660012,0.0003197274,0.00060535053,1.04618305e-8,0.000014916439,0.000004374836,0.0001909212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980766,0.0003241183,0.0005895121,0.00013479135,0.0005207524,0.0003542058],"domain_scores_gemma":[0.99812233,0.00010920245,0.00079768326,0.000269011,0.00041597828,0.00028580232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015742832,0.00013569253,0.0008732461,0.00040469973,0.0001578925,0.000007318666,0.00032881662,0.000082596176,0.0001418275],"category_scores_gemma":[0.00010993209,0.00009969541,0.00041256688,0.0018059086,0.00029135484,0.00009014396,0.00006959533,0.000278006,0.000007845354],"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":[0.009358438,0.001409932,0.9667681,0.00012502132,0.0024779788,0.00034693783,0.0026828288,0.0011856346,0.000059094404,0.00027748744,0.005104956,0.010203601],"study_design_scores_gemma":[0.005216849,0.001644445,0.96430653,0.00022407349,0.0024710859,0.00032671483,0.0057600862,0.010500705,5.499895e-7,0.00045826397,0.008923228,0.0001674479],"about_ca_topic_score_codex":0.022563878,"about_ca_topic_score_gemma":0.0705989,"teacher_disagreement_score":0.048035022,"about_ca_system_score_codex":0.0006946341,"about_ca_system_score_gemma":0.00058925204,"threshold_uncertainty_score":0.98394495},"labels":[],"label_agreement":null},{"id":"W2945640980","doi":"10.1212/wnl.0000000000007542","title":"Global &amp; Community Health: The Gorgas experience","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Tropical medicine; Hygiene; Global health; Leprosy; Medicine; Family medicine; Medical education; Public health; Nursing; Pathology","score_opus":0.04097337312494482,"score_gpt":0.35465483567822814,"score_spread":0.31368146255328333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945640980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95650077,0.0002547376,0.000014087774,0.034086645,0.0007293061,0.00025829527,0.0000054981556,0.000052930667,0.00809775],"genre_scores_gemma":[0.87797886,0.00003911104,0.000029186112,0.12171671,0.000057880305,0.0000079743495,0.000008011242,0.0000046618125,0.00015760757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987197,0.00040301407,0.00018644542,0.00013577842,0.00012629082,0.00042877844],"domain_scores_gemma":[0.99894375,0.00020356746,0.000053715903,0.00057308434,0.000033837885,0.00019202872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036082295,0.0000805423,0.00022065925,0.000015198166,0.00016240445,0.0000041517387,0.00014361506,0.00007669513,0.00021837189],"category_scores_gemma":[0.000097005264,0.000054102005,0.00004652609,0.00015975685,0.00010756157,0.000019683313,0.00007236189,0.0004254601,0.00058895856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074535084,0.00013233657,0.9670143,0.000059302438,0.0000060556126,0.000016520897,0.00070941803,0.000004579151,0.000037423877,0.0015081428,0.02492945,0.004837094],"study_design_scores_gemma":[0.00032355564,0.00065694447,0.59419966,0.000003928917,0.0000021655596,0.00035033995,0.00003862823,0.000013849015,0.0000015760645,0.00020129982,0.40417683,0.00003126521],"about_ca_topic_score_codex":0.0035276434,"about_ca_topic_score_gemma":0.0011817032,"teacher_disagreement_score":0.37924737,"about_ca_system_score_codex":0.000030196568,"about_ca_system_score_gemma":0.00016512367,"threshold_uncertainty_score":0.75700676},"labels":[],"label_agreement":null},{"id":"W2946909781","doi":"10.1016/j.athoracsur.2019.03.061","title":"Fostering the Future of Cardiac Surgery Around the World","year":2019,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Health care; Cardiac surgery; Global health; Scopus; Population; Cardiothoracic surgery; Surgery; MEDLINE; Nursing; Public health; Law; Environmental health; Political science","score_opus":0.1297710442778932,"score_gpt":0.3887810396100459,"score_spread":0.2590099953321527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946909781","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":[0.05719273,0.047126003,0.0000013187299,0.8821888,0.007871117,0.0010379821,0.00024146728,0.000054686614,0.004285881],"genre_scores_gemma":[0.103459,0.012307434,0.000007366995,0.8532204,0.020490017,0.00009938365,0.00041011453,0.00017901846,0.009827283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936643,0.0016287587,0.0015855755,0.00048428078,0.0013858839,0.0012512032],"domain_scores_gemma":[0.974636,0.020577366,0.0014401797,0.0026871592,0.0005352285,0.0001240398],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0098757325,0.00061024,0.0026197345,0.00048076693,0.00024425556,0.000048366906,0.0006687637,0.0005900993,0.00013641694],"category_scores_gemma":[0.0006697304,0.00028268233,0.0026497515,0.0011085297,0.0005164241,0.00010761124,0.00044204562,0.0023712057,0.00008712323],"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":[0.0005153534,0.000030405896,0.003923653,0.002224549,0.0004719182,0.00006709311,0.0000884088,0.0000017774412,0.0000140045,0.000007199974,0.9068329,0.085822776],"study_design_scores_gemma":[0.000017374254,0.000021306216,0.0030996087,0.0016991368,0.00032100285,0.00006977538,0.00025930197,0.0000060392463,0.00086216076,0.00030100913,0.9930587,0.00028457944],"about_ca_topic_score_codex":0.00021714663,"about_ca_topic_score_gemma":0.000013179595,"teacher_disagreement_score":0.086225845,"about_ca_system_score_codex":0.00003890799,"about_ca_system_score_gemma":0.0010769307,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W2947151379","doi":"10.12688/wellcomeopenres.15298.2","title":"A realist review of community engagement with health research","year":2019,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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":"NIHR School for Primary Care Research; National Institute for Health and Care Research; Wellcome Trust; Wellcome","keywords":"Community engagement; Sociology; Public relations; Psychology; Political science","score_opus":0.8322292338803141,"score_gpt":0.6360615931628049,"score_spread":0.19616764071750925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947151379","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":[0.0000021956582,0.8565529,9.3732837e-7,0.0042853123,0.00008878908,0.015685197,0.00016952617,0.000018217683,0.12319695],"genre_scores_gemma":[0.0000078651965,0.98455817,0.00025885805,0.0015154677,0.00010615252,0.00095396687,0.0010812389,0.00011528901,0.011402969],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9576225,0.03288629,0.0020808033,0.00073104136,0.004308613,0.0023707089],"domain_scores_gemma":[0.9857421,0.005805767,0.00056399824,0.004273348,0.0023016303,0.0013131598],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.13601069,0.00047418717,0.0058630123,0.001172736,0.0010472357,0.00012401756,0.002904844,0.00033063596,0.0010496682],"category_scores_gemma":[0.0028021892,0.00031314575,0.00041635204,0.0043530655,0.0007055317,0.00010466978,0.0030426523,0.010435019,0.0011738287],"study_design_candidate":"not_applicable","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":[0.00010003059,0.00034091334,0.000008406637,0.4289155,0.000087830325,0.000034190693,0.000055568653,4.971556e-9,1.307034e-8,0.00075505115,0.21093903,0.35876346],"study_design_scores_gemma":[0.00036976486,0.0014653824,0.000022022361,0.37665728,0.000072140865,0.00006907846,0.00021443647,1.8355345e-7,1.220861e-7,0.000023432356,0.620975,0.00013115497],"about_ca_topic_score_codex":0.017788826,"about_ca_topic_score_gemma":0.00024600507,"teacher_disagreement_score":0.41003597,"about_ca_system_score_codex":0.0015457285,"about_ca_system_score_gemma":0.017436503,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W2947497445","doi":"","title":"Best Practices in Bridging Education: Multiple Case Study Evaluation of Postsecondary Bridging Programs for Internationally Educated Health Professionals.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo","funders":"","keywords":"Bridging (networking); Curriculum; Medical education; Allied health professions; Professional development; Government (linguistics); Public relations; Medicine; Health care; Business; Psychology; Political science; Pedagogy; Computer science","score_opus":0.1558024076784788,"score_gpt":0.4547259450304854,"score_spread":0.2989235373520066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947497445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223156,0.00074291485,0.000017058112,0.00632949,0.0012576435,0.008867162,0.000011524203,0.000026683141,0.0005159646],"genre_scores_gemma":[0.99174273,0.000005359986,0.00039522603,0.001295729,0.0005410155,0.0055700974,0.00014354048,0.000017413608,0.00028888337],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99777836,0.00026412457,0.00065979175,0.00032753145,0.00053506193,0.00043510497],"domain_scores_gemma":[0.9971602,0.00022565683,0.00070876995,0.0002116045,0.0014401369,0.00025365685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005227721,0.000121145065,0.0002909942,0.0002867462,0.00012676793,0.000021528425,0.00006912935,0.000048992806,0.000016844204],"category_scores_gemma":[0.00307578,0.00011325763,0.000049436632,0.00035989325,0.000043671058,0.00023067943,0.000030507574,0.00014645935,0.0000031666023],"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":[0.00027502465,0.0037304997,0.30715075,0.00026728192,0.00003240167,0.000011721506,0.001398131,6.097831e-7,0.000003270407,0.000007111697,0.0016244794,0.6854987],"study_design_scores_gemma":[0.0038900967,0.0004979688,0.973543,0.00046554973,0.00009811361,0.0007598688,0.01549838,0.003250277,0.000055314853,0.000042624164,0.0017485014,0.00015031839],"about_ca_topic_score_codex":0.005193582,"about_ca_topic_score_gemma":0.0034619183,"teacher_disagreement_score":0.6853484,"about_ca_system_score_codex":0.00043389451,"about_ca_system_score_gemma":0.0036327392,"threshold_uncertainty_score":0.7851177},"labels":[],"label_agreement":null},{"id":"W2948397250","doi":"10.1186/s12992-019-0477-7","title":"The international partner universities of East African health professional programmes: why do they do it and what do they value?","year":2019,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"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; Public Health Ontario; University of Toronto","funders":"Université de Montréal","keywords":"Globalization; Global health; Public health; Economic growth; Political science; Public relations; Value (mathematics); Higher education; Health services research; Medicine; Nursing; Economics","score_opus":0.023837943370990967,"score_gpt":0.34020483239726823,"score_spread":0.31636688902627724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948397250","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":[0.4429825,0.03944447,0.00022389767,0.47979802,0.0042903833,0.004592933,0.00020866956,0.00017699505,0.028282132],"genre_scores_gemma":[0.96548915,0.019351333,0.0001134918,0.014295197,0.00008924288,0.000008800224,0.000103362974,0.000010598158,0.00053881557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826044,0.00016958048,0.0004195714,0.0002595676,0.00047635395,0.00041451244],"domain_scores_gemma":[0.9988281,0.00006857963,0.00029431476,0.00019091551,0.00021190892,0.00040618656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011453098,0.00014050503,0.00032091117,0.0000803007,0.0003166697,0.000120263874,0.00009303753,0.000072061666,0.000046235098],"category_scores_gemma":[0.000025523213,0.00009367938,0.00004521844,0.00014328794,0.00009673564,0.00023049499,0.00006939219,0.0001241587,0.000006856364],"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":[0.001115103,0.0004018569,0.25772965,0.0017043151,0.00011793493,0.0000045486827,0.015004469,0.000026095564,0.000003290909,0.5194572,0.070937,0.13349853],"study_design_scores_gemma":[0.0032818269,0.0009850662,0.1119311,0.0025603233,0.000026292517,0.00009208363,0.14605284,0.00062470883,0.0000018315377,0.0059650308,0.7282191,0.00025979587],"about_ca_topic_score_codex":0.0009214715,"about_ca_topic_score_gemma":0.0003267888,"teacher_disagreement_score":0.6572821,"about_ca_system_score_codex":0.00024401996,"about_ca_system_score_gemma":0.0013257597,"threshold_uncertainty_score":0.3820134},"labels":[],"label_agreement":null},{"id":"W2948707957","doi":"10.20467/1091-5710.23.2.149","title":"Caring Science Curriculum and the Robot Revolution: A Call to Action","year":2019,"lang":"en","type":"article","venue":"International Journal for Human Caring","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Metropolitan University; York University","funders":"","keywords":"Curriculum; Robot; Call to action; Engineering ethics; Health care; Action (physics); Nurse education; Robotics; Window of opportunity; Nursing; Paradigm shift; Space (punctuation); Medicine; Sociology; Medical education; Computer science; Engineering; Political science; Artificial intelligence; Pedagogy; Business","score_opus":0.03193874041532867,"score_gpt":0.3814701255395875,"score_spread":0.3495313851242588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948707957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903299,0.00015223635,0.00066404813,0.0026559136,0.0027777161,0.00029440262,0.0000019011521,0.000014254062,0.0031095962],"genre_scores_gemma":[0.9973361,0.000021022546,0.00033296464,0.00083393557,0.00073967973,0.000008930922,0.000002148748,0.000006278848,0.00071894017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989231,0.000012775468,0.00022738693,0.00014973177,0.00045446705,0.00023254548],"domain_scores_gemma":[0.9991006,0.000048356196,0.00008390121,0.00008813046,0.00048820503,0.0001907796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009011166,0.000067266075,0.00013356641,0.00017743357,0.0003367317,0.00011582609,0.0001539097,0.000024910069,0.000016591695],"category_scores_gemma":[0.0002076293,0.000046828005,0.00007884952,0.00009550545,0.00006789136,0.00017789427,0.000075542746,0.00019888181,0.0000108065715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023944913,0.0001944891,0.79753727,0.00028878113,0.00037014278,0.000122032754,0.003633061,0.0027993007,0.03274354,0.10597175,0.0057513393,0.048193812],"study_design_scores_gemma":[0.015085617,0.0007317213,0.85635054,0.0024407455,0.00018828886,0.0066112676,0.0018803534,0.019223016,0.0016548479,0.007517053,0.08771643,0.00060013443],"about_ca_topic_score_codex":0.00028146745,"about_ca_topic_score_gemma":0.000043846943,"teacher_disagreement_score":0.09845471,"about_ca_system_score_codex":0.00038099918,"about_ca_system_score_gemma":0.00012915007,"threshold_uncertainty_score":0.2589902},"labels":[],"label_agreement":null},{"id":"W2948798903","doi":"","title":"Global Surgery - a Review of the Paediatric Surgical Workforce in South Africa","year":2017,"lang":"en","type":"review","venue":"Open University of Cape Town (University of Cape Town)","topic":"Global Health and Surgery","field":"Medicine","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; Workforce; General surgery; Surgery; Economic growth","score_opus":0.08410901081537887,"score_gpt":0.31256984238449403,"score_spread":0.22846083156911517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948798903","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":[0.00037229265,0.90250677,0.0000046486966,0.00047984128,0.00023460877,0.0017807485,0.00043814763,0.00001715631,0.09416578],"genre_scores_gemma":[0.0015875212,0.9889711,0.00013448906,0.00005433444,0.000041011364,2.3790125e-7,0.000108847744,0.000017464426,0.009084988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653417,0.0005513938,0.0007460648,0.0006570131,0.00083681726,0.0006745272],"domain_scores_gemma":[0.9949058,0.00046190608,0.0022548805,0.0014793813,0.0004181248,0.00047988404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014766084,0.0004901397,0.004829717,0.00038695268,0.0002981215,0.000014056447,0.0022490502,0.0006015685,0.0022168045],"category_scores_gemma":[0.00028859146,0.00046427382,0.0020838687,0.0015790918,0.00065868796,0.00033604648,0.0014435814,0.0005683534,0.000035770085],"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":[0.0010610961,0.00055135245,0.0049275034,0.107340656,0.0005242685,0.001651668,0.00075328274,0.0000014033534,4.0961268e-8,0.00056054944,0.073544905,0.8090833],"study_design_scores_gemma":[0.0010789947,0.000076612305,0.0010961463,0.06596444,0.001897096,0.00007333092,0.0007957715,0.000003137187,3.1114208e-8,0.00001306302,0.92866135,0.00034004133],"about_ca_topic_score_codex":0.0025446364,"about_ca_topic_score_gemma":0.0004291084,"teacher_disagreement_score":0.8551164,"about_ca_system_score_codex":0.0004794725,"about_ca_system_score_gemma":0.0041825934,"threshold_uncertainty_score":0.9997809},"labels":[],"label_agreement":null},{"id":"W2949822151","doi":"10.1007/s10734-019-00416-1","title":"Reciprocity in international interuniversity global health partnerships","year":2019,"lang":"en","type":"article","venue":"Higher Education","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; Public Health Ontario; University of Toronto","funders":"Université de Montréal","keywords":"Reciprocity (cultural anthropology); Reciprocal; Public relations; Contingency; Sociology; Political science; Social science; Epistemology","score_opus":0.042416005593285,"score_gpt":0.3738683409748827,"score_spread":0.3314523353815977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949822151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182245,0.0002361892,0.0000051571765,0.02545954,0.0033397072,0.00022923575,0.000004281774,0.000028286115,0.052473087],"genre_scores_gemma":[0.9861235,0.000039770734,0.00020593377,0.006301601,0.00016956434,0.000004236165,0.00008116723,0.000003061224,0.00707117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931186,0.000039839935,0.00015345636,0.00016263359,0.00014312692,0.00018910818],"domain_scores_gemma":[0.99957895,0.000014514432,0.0000584005,0.00013082994,0.000055940942,0.00016137128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019671807,0.000059197784,0.00012681988,0.00006175539,0.000018639874,0.000006594681,0.00005362895,0.000050096147,0.00081229775],"category_scores_gemma":[0.00001318515,0.000060071743,0.00003290173,0.00015060559,0.0000114894065,0.000088165856,0.000017093442,0.00010251514,0.0003188086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001686223,0.00028098896,0.954185,0.000060331113,0.000005960953,0.0000013665723,0.00017541384,5.4021217e-7,0.000006175509,0.0076406314,0.024828017,0.012646957],"study_design_scores_gemma":[0.00033421023,0.00004050519,0.77888465,0.00008018327,0.0000014752709,0.0000058508645,0.00020660035,0.0000082173765,0.00000307994,0.0003943442,0.22000302,0.000037837304],"about_ca_topic_score_codex":0.0005165586,"about_ca_topic_score_gemma":0.00007434949,"teacher_disagreement_score":0.195175,"about_ca_system_score_codex":0.0010056747,"about_ca_system_score_gemma":0.00083338795,"threshold_uncertainty_score":0.8894091},"labels":[],"label_agreement":null},{"id":"W2951345899","doi":"10.1038/d41586-019-01885-1","title":"Build science in Africa","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Climate change; Population growth; Population; Geography; Political science; Ecology; Medicine; Biology; Environmental health","score_opus":0.008245464488520779,"score_gpt":0.30371733828553776,"score_spread":0.295471873797017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951345899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88970375,0.0010893883,2.6974928e-7,0.00255929,0.0005485656,0.000112789676,0.000001003776,0.000015550593,0.10596942],"genre_scores_gemma":[0.9940091,0.0000121897865,0.00014227546,0.003947272,0.00004207753,0.0000010707315,0.0000010306468,0.0000023224643,0.0018427084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999324,0.000004468128,0.000061959596,0.00012279408,0.00022515122,0.00026162158],"domain_scores_gemma":[0.99967563,0.000020842124,0.000010675225,0.00013707287,0.000044992736,0.000110788285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028488692,0.00003482114,0.00008860301,0.00009766717,0.000015881793,0.000003868856,0.00005463515,0.00027703992,0.00010262926],"category_scores_gemma":[0.00015521556,0.000026130054,0.000016640279,0.00051096285,0.000026600384,0.000039081297,0.000015242496,0.00090361387,0.0001755378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021492732,0.00012453507,0.9126138,0.00018146506,0.0000019814465,0.00012008395,0.00024029984,0.0000022461027,0.006486882,0.0067028133,0.06271972,0.010591268],"study_design_scores_gemma":[0.0004981218,0.00005750513,0.649834,0.00008582727,0.0000017883812,0.000022977123,0.00004837687,0.0000820978,0.00038613615,0.00023407946,0.3486963,0.000052803698],"about_ca_topic_score_codex":0.0000092970095,"about_ca_topic_score_gemma":0.0000028016807,"teacher_disagreement_score":0.28597656,"about_ca_system_score_codex":0.000057121844,"about_ca_system_score_gemma":0.00023028492,"threshold_uncertainty_score":0.3925803},"labels":[],"label_agreement":null},{"id":"W2951767888","doi":"10.5489/cuaj.5837","title":"The burden of urological disease in Zomba, Malawi: A needs assessment in a sub-Saharan tertiary care center","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; Toronto East General Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Urethral stricture; Urologic disease; General surgery; Medical diagnosis; Prostatectomy; Urinary system; Surgery; Urethra; Prostate; Internal medicine; Cancer","score_opus":0.007925029395535388,"score_gpt":0.25087569024302764,"score_spread":0.24295066084749226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951767888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95380396,0.0011795699,0.0000015193781,0.043184277,0.00031986978,0.00037333794,0.00003889051,0.0000068659006,0.0010916847],"genre_scores_gemma":[0.99458337,0.00029463306,0.000012270014,0.0047932416,0.0001759169,0.000013453397,0.000029777684,0.0000069705357,0.00009034054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772173,0.00038281397,0.00057406654,0.00016058936,0.00040200894,0.0007587897],"domain_scores_gemma":[0.9982839,0.0002819417,0.0002014051,0.00013433547,0.0001591104,0.0009392759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010611076,0.00012801314,0.00032865704,0.00026082265,0.00009613784,0.000033889537,0.0001384391,0.00022165102,0.00020930513],"category_scores_gemma":[0.00051699614,0.000084220126,0.00014957812,0.00030601604,0.00003437574,0.000059541024,0.000020749565,0.00091061054,0.000031703694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018495384,0.00005219004,0.9956392,0.000015931231,0.000014439018,0.00021811092,0.000116798285,0.000116307754,0.000017775383,0.000088237844,0.0022650708,0.0012709699],"study_design_scores_gemma":[0.0013578262,0.00016722069,0.96783864,0.000042326003,0.000013652823,0.000026243055,0.00023376354,0.00053476536,6.680679e-7,0.00019475982,0.02951352,0.00007659239],"about_ca_topic_score_codex":0.0020326984,"about_ca_topic_score_gemma":0.0010524885,"teacher_disagreement_score":0.04077941,"about_ca_system_score_codex":0.0013934391,"about_ca_system_score_gemma":0.0011513595,"threshold_uncertainty_score":0.39562002},"labels":[],"label_agreement":null},{"id":"W2952239931","doi":"10.5334/aogh.2451","title":"Not Above the Law: A Legal and Ethical Analysis of Short-Term Experiences in Global Health","year":2019,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"","keywords":"License; Business; Public relations; Developing country; Political science; International law; Law; Economic growth; Economics","score_opus":0.04951258837082162,"score_gpt":0.4406197375482205,"score_spread":0.39110714917739886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952239931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9343666,0.004650869,0.000012511107,0.057631154,0.00019923686,0.0005504483,0.00023229113,0.000016864205,0.0023400555],"genre_scores_gemma":[0.94437647,0.0013662189,0.00007105815,0.054096416,0.00003915746,0.000010565585,0.000024597533,0.0000048300262,0.000010686016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965066,0.000332884,0.0011654432,0.00041339346,0.00072025956,0.00086144096],"domain_scores_gemma":[0.99820423,0.00016209009,0.0003336973,0.0004496795,0.00018765566,0.0006626414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022869944,0.00020385128,0.0013333226,0.00008648464,0.00008821264,0.000013162151,0.00017040534,0.00020843626,0.000038791655],"category_scores_gemma":[0.00010357718,0.00014542541,0.00024473434,0.0014648288,0.00032144398,0.000069445065,0.000073230025,0.00034321542,0.000004361199],"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":[0.0019631607,0.00045990635,0.83128345,0.0011582191,0.00033446573,0.000026776137,0.0032291054,0.000026070995,0.000006551216,0.12988135,0.005563458,0.026067493],"study_design_scores_gemma":[0.0005818804,0.0014136403,0.9912774,0.00030649235,0.000048298054,0.000035859277,0.0031144018,0.0003739833,0.0000170999,0.00033786104,0.002370631,0.00012247555],"about_ca_topic_score_codex":0.023907034,"about_ca_topic_score_gemma":0.0095069045,"teacher_disagreement_score":0.15999393,"about_ca_system_score_codex":0.00021471066,"about_ca_system_score_gemma":0.0018524561,"threshold_uncertainty_score":0.9825929},"labels":[],"label_agreement":null},{"id":"W2953168289","doi":"10.1111/ans.15295","title":"Delivery of surgical care in Samoa: perspectives on capacity, barriers and opportunities by local providers","year":2019,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"University of Auckland; World Health Organization","keywords":"Medicine; Checklist; Economic shortage; Nursing; Health care; Needs assessment; Government (linguistics)","score_opus":0.032343578848616675,"score_gpt":0.26668282964904994,"score_spread":0.23433925080043327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953168289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859468,0.010711685,0.0000017747457,0.0014536099,0.0002593977,0.00011226415,0.000018842926,0.0000051025268,0.001490577],"genre_scores_gemma":[0.99218607,0.007180942,0.000012894187,0.00047668404,0.000063264444,9.609586e-7,0.0000042664087,0.0000119307,0.000062988795],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983914,0.00012825338,0.00061276805,0.00014338573,0.00041350842,0.00031070143],"domain_scores_gemma":[0.99822044,0.0006481622,0.0002593966,0.000111225665,0.000311674,0.00044906893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081130845,0.00013974034,0.00070865004,0.0003811446,0.000028004117,0.000008990838,0.00004310203,0.00011624683,0.0000983429],"category_scores_gemma":[0.00012417488,0.00011292465,0.00019664703,0.00012268142,0.0002187721,0.00018142175,0.00001625996,0.00034908063,0.0000020556813],"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":[0.0054843915,0.00027715368,0.9367763,0.0012193656,0.00015091774,0.002266461,0.005127971,0.00001609505,0.00025119138,0.000616119,0.024849303,0.022964772],"study_design_scores_gemma":[0.010979586,0.0050716917,0.190776,0.008016193,0.00028070554,0.0058704345,0.63572437,0.00012951996,0.0029671486,0.00025051975,0.13875023,0.001183603],"about_ca_topic_score_codex":0.00016139136,"about_ca_topic_score_gemma":0.000007036289,"teacher_disagreement_score":0.74600023,"about_ca_system_score_codex":0.00014790267,"about_ca_system_score_gemma":0.00077922887,"threshold_uncertainty_score":0.4604934},"labels":[],"label_agreement":null},{"id":"W2954239064","doi":"10.1136/bmjgh-2019-001693","title":"Make visible the invisible: innovative strategies for the future of global health","year":2019,"lang":"en","type":"editorial","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Francophone University Association; Université de Montréal","funders":"","keywords":"Public health; Global health; Political science; Public relations; Business; Environmental health; Medicine; Nursing","score_opus":0.019899504947781255,"score_gpt":0.4136677423546196,"score_spread":0.39376823740683836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954239064","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":[0.00023969046,0.051914018,0.00096371624,0.0811548,0.8351011,0.011412794,0.014961611,0.00015194526,0.0041002724],"genre_scores_gemma":[0.008829758,0.0114150345,0.000888806,0.03675462,0.93801945,0.00052994856,0.0028081012,0.000112337526,0.0006419655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916304,0.0005426051,0.0023971065,0.0009584028,0.0022833762,0.0021881415],"domain_scores_gemma":[0.99137425,0.0016686572,0.002369769,0.0017230187,0.0021299492,0.0007343475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005228493,0.0008461373,0.0024536469,0.00008165342,0.0006791294,0.00010606486,0.0008709381,0.0011514215,0.00002574713],"category_scores_gemma":[0.00083745626,0.00048744798,0.00048785258,0.0025720769,0.0003496453,0.00011404519,0.0002189146,0.0014741453,0.00004251257],"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":[0.0018425485,0.00016691863,0.000668302,0.0051907487,0.00020608766,0.000006188951,0.0001184563,0.000014843363,5.2281393e-8,0.03502273,0.8991301,0.057633042],"study_design_scores_gemma":[0.002362022,0.0024505737,0.005789561,0.0013613034,0.00007506538,0.00005058935,0.0030384192,0.000070784234,1.9297835e-7,0.003765995,0.9807096,0.00032588793],"about_ca_topic_score_codex":0.007368183,"about_ca_topic_score_gemma":0.005124064,"teacher_disagreement_score":0.102918275,"about_ca_system_score_codex":0.003718877,"about_ca_system_score_gemma":0.08265531,"threshold_uncertainty_score":0.9997577},"labels":[],"label_agreement":null},{"id":"W2954285795","doi":"10.1136/bmjopen-2018-027969","title":"Contribution of short-term global clinical health experience to the leadership competency of health professionals: a qualitative study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Margaret A. Cargill Foundation; University of Tokyo; McGill University","keywords":"Qualitative research; Medicine; Health care; Multinational corporation; Nursing; Medical education; Sociology","score_opus":0.4091321307619535,"score_gpt":0.6211008032351816,"score_spread":0.2119686724732281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954285795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423557,0.00031276848,0.00010676107,0.035167225,0.000507947,0.021071173,0.00006685548,0.000010426736,0.00040117872],"genre_scores_gemma":[0.9890961,0.0000079699375,0.00027816792,0.010042693,0.00004849363,0.00037764822,0.000030687497,0.0000057107195,0.000112548674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944237,0.002513564,0.0016471974,0.00032282434,0.00062514096,0.00046761305],"domain_scores_gemma":[0.9977151,0.00049376395,0.0005445124,0.00055125693,0.00034277164,0.00035260763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012450463,0.00012251762,0.001073087,0.000030269644,0.00009631417,0.0000079967895,0.00033969487,0.000056506684,0.00006204315],"category_scores_gemma":[0.00095482526,0.00007719227,0.00009927376,0.00034731405,0.000083908286,0.0000772995,0.0002189925,0.00016868311,0.000038108643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032261424,0.0025707046,0.9002352,0.0006070274,0.0000583729,0.0000044001,0.07454759,9.605183e-7,0.0000054364823,0.0027249255,0.009601174,0.006418078],"study_design_scores_gemma":[0.0017539567,0.005083285,0.7385145,0.0012853758,0.000007778034,0.000009331139,0.25270462,0.000014711938,0.000004553929,0.000065040724,0.0004756168,0.00008125953],"about_ca_topic_score_codex":0.0013284594,"about_ca_topic_score_gemma":0.00041454867,"teacher_disagreement_score":0.17815703,"about_ca_system_score_codex":0.00016167945,"about_ca_system_score_gemma":0.0029532516,"threshold_uncertainty_score":0.52389413},"labels":[],"label_agreement":null},{"id":"W2955287294","doi":"10.1016/s0140-6736(19)31100-6","title":"Making all deaths after surgery count – Authors' reply","year":2019,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Scopus; Global health; Mortality rate; Developing country; Public health; Cause of death; Disease; MEDLINE; Surgery; Economic growth; Political science; Nursing; Pathology","score_opus":0.08369464808113879,"score_gpt":0.3401295588855072,"score_spread":0.2564349108043684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955287294","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":[0.0067666206,0.0026476094,0.000008938434,0.97352695,0.0036209598,0.0005473485,0.00016320267,0.00015953564,0.012558844],"genre_scores_gemma":[0.017168004,0.00032991497,0.00008016315,0.9476305,0.023714691,0.00006593075,0.00033642037,0.00007352863,0.010600819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970242,0.0002101157,0.0004982309,0.00044874326,0.0006236689,0.0011950767],"domain_scores_gemma":[0.9971574,0.0009309683,0.00023194804,0.0014944399,0.000095456584,0.00008980617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001547268,0.00034455105,0.0014377681,0.000110723064,0.000058023343,0.00004781248,0.00024996683,0.00059635355,0.0004580707],"category_scores_gemma":[0.00031368868,0.0002162443,0.00033168006,0.00012999336,0.000065529435,0.000037158712,0.000078217614,0.0022032263,0.0012445768],"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":[0.0004383611,0.000009808457,0.014067101,0.0011474714,0.000082038685,0.0018988705,0.00006621455,1.8622002e-7,0.00000121935,0.0000116672745,0.9817156,0.0005614553],"study_design_scores_gemma":[0.00027145035,0.00002513282,0.012918899,0.00096776674,0.00013367763,0.0002960244,0.0000050538315,0.000011444843,0.0000017898333,0.00012495692,0.9850127,0.00023108066],"about_ca_topic_score_codex":0.0001158399,"about_ca_topic_score_gemma":0.000005674675,"teacher_disagreement_score":0.025896413,"about_ca_system_score_codex":0.00016800687,"about_ca_system_score_gemma":0.00037440835,"threshold_uncertainty_score":0.99953306},"labels":[],"label_agreement":null},{"id":"W2955602949","doi":"10.1136/bmjopen-2019-030376","title":"Research priorities in regional anaesthesia education and training: an international Delphi consensus survey","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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; University of Ottawa","funders":"","keywords":"Medicine; Delphi method; Delphi; Medical education; Training (meteorology); MEDLINE; Regional anaesthesia; Anesthesia","score_opus":0.38033917198885053,"score_gpt":0.5426149738309445,"score_spread":0.16227580184209395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955602949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97617316,0.00007820032,1.7173107e-7,0.0053141816,0.00019954005,0.0020156023,0.0000067666224,0.0000060390203,0.01620635],"genre_scores_gemma":[0.99647325,0.000041528205,0.000388745,0.0011981492,0.000090586436,0.00010433351,0.00009473094,0.0000072975618,0.0016013624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987368,0.00031681254,0.00021416844,0.00019937934,0.00031102778,0.00022180252],"domain_scores_gemma":[0.9991417,0.0002145191,0.00003766957,0.00019641494,0.00023946929,0.00017026126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044201342,0.00005483432,0.00017193018,0.0001697703,0.00003708992,0.000051134968,0.00013191394,0.00005850689,0.00007913173],"category_scores_gemma":[0.0004272358,0.000051259856,0.000011044082,0.00015678485,0.00006117165,0.000115455565,0.00006170915,0.00015651064,0.000030405728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011025441,0.000114514376,0.96008575,0.000046400313,0.0000053407466,0.000019992207,0.00089859625,5.1665097e-7,0.0000114504655,0.0028192154,0.0070370673,0.027858598],"study_design_scores_gemma":[0.00070833444,0.00016473966,0.9802199,0.00020754717,0.0000010002464,0.00011908966,0.0032823249,0.00012689877,0.0000015411512,0.0003872166,0.014723418,0.000057959875],"about_ca_topic_score_codex":0.0055651274,"about_ca_topic_score_gemma":0.001533545,"teacher_disagreement_score":0.027800638,"about_ca_system_score_codex":0.00007793258,"about_ca_system_score_gemma":0.0022197042,"threshold_uncertainty_score":0.8412845},"labels":[],"label_agreement":null},{"id":"W2955682156","doi":"10.1186/s12961-019-0465-7","title":"Creating a locally driven research agenda for the ethnic minorities of Eastern Myanmar","year":2019,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"Queen's University","keywords":"Ethnic group; Health services research; Public health; Social policy; Political science; Health administration; Health policy; Health informatics; Healthcare policy; Economic growth; Medicine; Development economics; International health; Nursing","score_opus":0.519415347405666,"score_gpt":0.570233988990682,"score_spread":0.05081864158501603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955682156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8916405,0.046697486,0.0001091921,0.035069395,0.00051930686,0.009916856,0.00015180929,0.0000462687,0.015849186],"genre_scores_gemma":[0.9797903,0.002123057,0.000042457774,0.0008579859,0.0008944571,0.00031360122,0.0000106183725,0.0000247379,0.015942836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941151,0.0016048163,0.0007234024,0.0003342787,0.0014563198,0.0017660705],"domain_scores_gemma":[0.989508,0.007853524,0.00012181127,0.0005413735,0.0012840449,0.00069124816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02007271,0.00012488081,0.00057276856,0.0005381153,0.00061538554,0.000051798343,0.0001885561,0.00014748833,0.000013209803],"category_scores_gemma":[0.0037255213,0.00008244928,0.000088386914,0.00080805575,0.00039863613,0.000057911962,0.00012395052,0.0007572354,0.000047526577],"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":[0.007110329,0.0007568187,0.20299524,0.17471386,0.0004439516,0.00007293749,0.04725406,0.0000930515,0.0014628645,0.19462699,0.21479148,0.15567842],"study_design_scores_gemma":[0.008418063,0.012842041,0.116112426,0.014753885,0.00002727005,0.0003830761,0.0995067,0.07209425,0.00011217852,0.0012386442,0.6740027,0.00050876045],"about_ca_topic_score_codex":0.035639312,"about_ca_topic_score_gemma":0.00037416373,"teacher_disagreement_score":0.45921123,"about_ca_system_score_codex":0.00032515847,"about_ca_system_score_gemma":0.0038442044,"threshold_uncertainty_score":0.97078246},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2959379531","doi":"10.1213/ane.0000000000004302","title":"Anesthesia Provider Training and Practice Models: A Survey of Africa","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario","funders":"Association of Anaesthetists; Hellman Family Foundation; Vanderbilt University","keywords":"Workforce; Subspecialty; Medicine; Phone; License; Developing country; Graduation (instrument); Nursing; Training (meteorology); Family medicine","score_opus":0.0662769493448977,"score_gpt":0.3045837194707178,"score_spread":0.23830677012582008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959379531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821083,0.0031051624,0.000065813605,0.007648235,0.000016807075,0.0006403004,0.000001230539,0.00007091983,0.0063432185],"genre_scores_gemma":[0.9939898,0.00024048543,0.0014272047,0.0036567028,0.000030696792,0.000014177088,0.000022258506,0.000036890342,0.00058173575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767846,0.00037581558,0.0005085042,0.00041676423,0.00045702214,0.0005634164],"domain_scores_gemma":[0.9976655,0.0009180783,0.00024738218,0.000436898,0.0003654471,0.00036664368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020826433,0.00023830503,0.00072310603,0.0001644602,0.000058368747,0.000021943393,0.00010066676,0.00017638935,0.00005094408],"category_scores_gemma":[0.00034913345,0.0002051984,0.00009540083,0.00048557002,0.00009744257,0.0003133587,0.000012120843,0.00020874129,0.000046982543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013563248,0.0021858595,0.85502386,0.0037485608,0.00070008374,0.008253787,0.016199203,0.00021295204,0.0011569789,0.025417676,0.02460955,0.048928235],"study_design_scores_gemma":[0.0020559228,0.0013357701,0.92072785,0.00044236257,0.0002844221,0.015215728,0.002556716,0.005020171,0.00006145496,0.00062891253,0.05112154,0.00054916635],"about_ca_topic_score_codex":0.001135961,"about_ca_topic_score_gemma":0.000019514928,"teacher_disagreement_score":0.065703966,"about_ca_system_score_codex":0.000037382746,"about_ca_system_score_gemma":0.00049253774,"threshold_uncertainty_score":0.8367748},"labels":[],"label_agreement":null},{"id":"W2962228230","doi":"10.1007/s00268-019-05079-8","title":"Provision of Surgical Care for Children Across Somaliland: Challenges and Policy Guidance","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Workforce; Psychological intervention; Health care; Government (linguistics); Population; Medical emergency; Environmental health; Nursing; Economic growth","score_opus":0.024579203951219306,"score_gpt":0.3323978039191763,"score_spread":0.30781859996795696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962228230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94682795,0.048382197,0.0000014991891,0.0033090077,0.0003411502,0.00025526911,0.000025403557,0.0000073051765,0.00085024437],"genre_scores_gemma":[0.98795015,0.010840282,0.00013378848,0.00020304153,0.0005926705,0.0000022895786,0.0000071060344,0.000015573029,0.0002550773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984437,0.000046643843,0.00068786135,0.00014105564,0.00030237623,0.00037831938],"domain_scores_gemma":[0.99820846,0.00058189774,0.00042857992,0.00015460505,0.00034721,0.00027921598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010064362,0.00012503311,0.00077682233,0.00028219027,0.000043041655,0.0000074686186,0.000053224387,0.00007108943,0.000011780432],"category_scores_gemma":[0.00016804249,0.00009226575,0.00027886315,0.00015846977,0.000052967793,0.00009789692,0.000027295733,0.00016189896,0.0000022377212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025237137,0.00014358888,0.77590746,0.0018078417,0.000085969696,0.000092844624,0.0007927466,0.000002113844,0.00013101767,0.0006956184,0.0036899666,0.21412715],"study_design_scores_gemma":[0.0024757779,0.00032875704,0.90644115,0.0017547092,0.000039586717,0.001095519,0.00061613956,0.0000038190515,0.00046310708,0.00013787743,0.08649437,0.0001491658],"about_ca_topic_score_codex":0.000024394858,"about_ca_topic_score_gemma":0.000016373839,"teacher_disagreement_score":0.21397798,"about_ca_system_score_codex":0.00004984177,"about_ca_system_score_gemma":0.00038221918,"threshold_uncertainty_score":0.3762488},"labels":[],"label_agreement":null},{"id":"W2963620000","doi":"10.1177/2373379919859607","title":"Developing a Competency Framework for Population Health Graduate Students Through Student and Faculty Collaboration","year":2019,"lang":"en","type":"article","venue":"Pedagogy in Health Promotion","topic":"Global Health and Surgery","field":"Medicine","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":"York University; Dalhousie University","funders":"Dalhousie University","keywords":"Medical education; Resource (disambiguation); Population; Professional development; Population health; Core competency; Medicine; Pedagogy; Psychology; Computer science; Management","score_opus":0.15104675146178048,"score_gpt":0.5313358674437524,"score_spread":0.3802891159819719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963620000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478171,0.00053151255,0.007994068,0.037831735,0.00069387164,0.0050286097,0.00001966114,0.00006601816,0.000017418211],"genre_scores_gemma":[0.96839255,0.00080486585,0.025319597,0.0045305053,0.00011945742,0.00020461928,0.000550794,0.000021942295,0.00005565295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972309,0.00026871002,0.00093912263,0.0004313431,0.00050587184,0.0006240803],"domain_scores_gemma":[0.998863,0.00012379233,0.00039782916,0.00018121587,0.00020902776,0.00022514132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018144224,0.00017668951,0.0005895819,0.00014187429,0.00021737014,0.000029843746,0.00005808848,0.00014054989,0.000008551244],"category_scores_gemma":[0.000170887,0.00017087309,0.000037291484,0.0003749207,0.000015742065,0.0001951212,0.000030972027,0.00026098842,0.000013439275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016905028,0.0003691744,0.9645137,0.0033856651,0.000012150018,0.000001430583,0.004263371,0.000016624397,0.0000025811264,0.01932725,0.00011551063,0.0078234635],"study_design_scores_gemma":[0.0018279422,0.0015387794,0.9824992,0.0013177393,0.0000061973974,0.000012998939,0.00161317,0.00027600568,0.000003822068,0.009869896,0.00090065505,0.00013359264],"about_ca_topic_score_codex":0.0016862806,"about_ca_topic_score_gemma":0.00072893786,"teacher_disagreement_score":0.03330123,"about_ca_system_score_codex":0.0008744734,"about_ca_system_score_gemma":0.0012786923,"threshold_uncertainty_score":0.69680023},"labels":[],"label_agreement":null},{"id":"W2964046244","doi":"10.1186/s12910-019-0391-9","title":"Global health ethics: critical reflections on the contours of an emerging field, 1977–2015","year":2019,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":66,"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":"Canadian Institutes of Health Research; Pierre Elliott Trudeau Foundation; University of Toronto; Canadian Child Health Clinician Scientist Program","keywords":"Bioethics; Philosophy of medicine; Global health; Public health; Research ethics; Social science; Political science; Sociology; Engineering ethics; Medicine; Alternative medicine; Law; Nursing; Pathology","score_opus":0.4100378723544081,"score_gpt":0.6101305191367461,"score_spread":0.200092646782338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964046244","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":[0.0000036263148,0.8471089,0.0011412243,0.14225416,0.0030112104,0.0009640876,0.00010594142,0.000083200626,0.005327661],"genre_scores_gemma":[0.00012362919,0.9269843,0.0005297658,0.07100815,0.0010259288,0.000049688566,0.00011277835,0.000037750193,0.00012801618],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.989507,0.004115355,0.001622019,0.00061927823,0.003208296,0.0009280367],"domain_scores_gemma":[0.92337227,0.072359286,0.00047995505,0.001216231,0.0006078353,0.001964433],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.015545967,0.0004484095,0.002541747,0.00012965803,0.00036891288,0.0000201019,0.00047063438,0.003797882,0.00054736534],"category_scores_gemma":[0.18085435,0.00027707848,0.0007073602,0.00060393126,0.0005964375,0.000037578782,0.00011285706,0.009911315,0.00012968875],"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":[0.000244784,0.0007427289,0.00002891886,0.30927223,0.0001882834,0.00012266668,0.001324974,9.880866e-7,1.4156944e-8,0.20920917,0.059616998,0.41924825],"study_design_scores_gemma":[0.0003065829,0.00094444625,0.00000920218,0.06817555,0.00034164134,0.00022952784,0.00037360872,0.000032498443,5.8778152e-8,0.0009147621,0.9284642,0.0002079235],"about_ca_topic_score_codex":0.0013268421,"about_ca_topic_score_gemma":0.005713068,"teacher_disagreement_score":0.8688472,"about_ca_system_score_codex":0.00042080198,"about_ca_system_score_gemma":0.06976492,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W2965096995","doi":"10.19173/irrodl.v20i1.3927","title":"Online Education for Public Health Capacity Building in Low- to Middle-Income Countries","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Global Health and Surgery","field":"Medicine","cited_by":21,"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":"Capacity building; Accreditation; Open educational resources; Distance education; Medical education; Certificate; Public health; Economic growth; Political science; Public relations; Medicine; Business; Pedagogy; Sociology; Nursing; Economics","score_opus":0.15127754329852214,"score_gpt":0.4864242846704491,"score_spread":0.335146741371927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965096995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.882866,0.009132671,0.00009081863,0.10479887,0.00014046798,0.0021848816,0.00010504805,0.0000050742224,0.0006761462],"genre_scores_gemma":[0.98364246,0.012234089,0.000456396,0.0029778362,0.00005053066,0.000109399516,0.0003064579,0.0000061985543,0.00021662645],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982516,0.0002847127,0.00045709978,0.00018770066,0.0004702722,0.0003485887],"domain_scores_gemma":[0.99825436,0.0007673118,0.00011324592,0.00014647904,0.0005326119,0.00018598342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008687527,0.00006750541,0.00032505573,0.00021528143,0.000071170936,0.000053284486,0.00031185817,0.000028569893,0.000070588605],"category_scores_gemma":[0.004432531,0.000049251477,0.000033255947,0.0005050103,0.00004792887,0.00012454853,0.00019282807,0.00038860732,0.000009416857],"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":[0.00068776344,0.000662219,0.8864915,0.0333925,0.000032757685,0.000003974666,0.00030796335,0.00003638527,0.000023434219,0.039215058,0.0031301058,0.036016364],"study_design_scores_gemma":[0.0022111498,0.00058969454,0.39954102,0.133204,0.0000050107415,0.000039787268,0.002669855,0.0017497657,0.000022289998,0.001422937,0.4583752,0.0001692772],"about_ca_topic_score_codex":0.0013693826,"about_ca_topic_score_gemma":0.00010359718,"teacher_disagreement_score":0.48695043,"about_ca_system_score_codex":0.0004129754,"about_ca_system_score_gemma":0.0013405064,"threshold_uncertainty_score":0.5306474},"labels":[],"label_agreement":null},{"id":"W2967792392","doi":"10.4300/jgme-d-19-00224","title":"Introducing the Objective Structured Clinical Examination in Haiti","year":2019,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Poverty; Population; Health care; Medicine; Family medicine; Political science; Law; Environmental health","score_opus":0.031856067884785906,"score_gpt":0.3909644633464737,"score_spread":0.3591083954616878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967792392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96718323,0.00031963,0.00007551637,0.026775403,0.0045574475,0.00022697703,2.9038677e-7,0.000004301045,0.0008572008],"genre_scores_gemma":[0.99391276,0.00025163364,0.0002606617,0.003995421,0.0013858196,0.0000024505864,0.0000056757544,0.0000067944807,0.00017880363],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99768955,0.00035968196,0.0008454082,0.00012350238,0.00079256983,0.00018928348],"domain_scores_gemma":[0.99833155,0.00041245067,0.000367326,0.00015258299,0.00041785862,0.00031826424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048408327,0.00007661258,0.00031968494,0.00016965695,0.000030005433,0.00001046616,0.000098135715,0.00011931861,0.0001901257],"category_scores_gemma":[0.0070713246,0.000045266002,0.00010498817,0.0002893682,0.00006526083,0.00010326765,0.0000130642475,0.0008600629,0.00002131402],"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":[0.00040044673,0.0006230208,0.28511873,0.000111757276,0.000036403908,0.00002640915,0.0012569175,0.000007736193,0.000048089958,0.00054356456,0.018791102,0.69303584],"study_design_scores_gemma":[0.0010996836,0.00030476117,0.9921698,0.0003728107,0.000028196537,0.00038652966,0.0014819498,0.00043377795,0.000030432297,0.00085018197,0.0027961265,0.000045756926],"about_ca_topic_score_codex":0.00005636812,"about_ca_topic_score_gemma":0.000019315858,"teacher_disagreement_score":0.7070511,"about_ca_system_score_codex":0.00018687164,"about_ca_system_score_gemma":0.0030326468,"threshold_uncertainty_score":0.8465547},"labels":[],"label_agreement":null},{"id":"W2967792577","doi":"10.4300/jgme-d-18-01031","title":"The Rwanda Anesthesia Residency Program: A Model for GME in Low- and Middle-Income Countries","year":2019,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Mentorship; Anesthesiology; Medical education; Residency training; Medicine; Graduate medical education; Faculty development; Work hours; Curriculum; Work (physics); Professional development; Psychology; Anesthesia; Accreditation; Pedagogy","score_opus":0.029770885398242856,"score_gpt":0.3509535638535709,"score_spread":0.32118267845532805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967792577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909555,0.0018322486,0.000051039773,0.08757392,0.00039429677,0.00052543473,4.3482623e-7,0.000006073575,0.00006150935],"genre_scores_gemma":[0.9943955,0.0017267074,0.0008783078,0.002238977,0.00024369653,0.000031292144,0.000002935788,0.000009696442,0.00047289638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838215,0.000052421183,0.0005913123,0.00009705201,0.00061324605,0.00026381292],"domain_scores_gemma":[0.99857265,0.00030930893,0.00023746354,0.000112804046,0.00037320852,0.00039455516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020812363,0.00008478514,0.0002776583,0.00010560316,0.00006930503,0.000027071144,0.000081017686,0.000091056005,0.000011238252],"category_scores_gemma":[0.0014492687,0.00005010669,0.00006769344,0.00012832889,0.00008906885,0.000098947916,0.000007155529,0.00029200368,0.000004208212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009683472,0.00349918,0.6851795,0.0123902885,0.00016771804,0.00027574226,0.007020033,0.000044299206,0.00001771873,0.017414937,0.04277106,0.22153609],"study_design_scores_gemma":[0.010480846,0.0037222675,0.7715558,0.023329914,0.00023116004,0.006140051,0.0028117804,0.099007964,0.000052341944,0.043810047,0.03838146,0.00047641373],"about_ca_topic_score_codex":0.000028236158,"about_ca_topic_score_gemma":0.000025017729,"teacher_disagreement_score":0.22105968,"about_ca_system_score_codex":0.00010034734,"about_ca_system_score_gemma":0.004571171,"threshold_uncertainty_score":0.8109061},"labels":[],"label_agreement":null},{"id":"W2969328745","doi":"10.1371/journal.pone.0220959","title":"Disparities in surgical care for children across Brazil: Use of geospatial analysis","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Geospatial analysis; Workforce; Referral; Health care; Socioeconomic status; Ecological study; Geography; Public health; Environmental health; Mortality rate; Demography; Socioeconomics; Family medicine; Population; Nursing; Economic growth; Surgery; Cartography","score_opus":0.03860090952112587,"score_gpt":0.3027553014687021,"score_spread":0.26415439194757623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969328745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983828,0.0003727591,0.000004756883,0.00018037188,0.000025756271,0.000554881,0.00035650382,0.000016306785,0.0001058763],"genre_scores_gemma":[0.99868757,0.000071740775,0.0003267781,0.00017989638,0.00005960515,0.000020938664,0.0003959821,0.000008825206,0.00024869642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989581,0.000022283537,0.00027873693,0.0001682543,0.0002440896,0.00032853265],"domain_scores_gemma":[0.99931204,0.00017460217,0.00005539411,0.0002117373,0.00012769857,0.00011852801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011963146,0.000079898804,0.00059218385,0.00009332472,0.000022889786,0.000007723912,0.000038988892,0.000087287845,0.00006383245],"category_scores_gemma":[0.000113352005,0.0000705339,0.00014896908,0.00027787173,0.000029914536,0.00005361564,0.000024261648,0.00009138078,0.000009136798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054076104,0.00049445865,0.9973169,0.00049857947,0.00032431673,0.000005317443,0.0001954646,0.00001165909,0.00003969058,0.00006301689,0.0000488171,0.00046101416],"study_design_scores_gemma":[0.0013919034,0.00016285901,0.996751,0.00014542285,0.00033434635,0.0000011825198,0.0000791759,0.00034353652,0.0005586051,0.000006028543,0.0001535766,0.00007235432],"about_ca_topic_score_codex":0.0026498842,"about_ca_topic_score_gemma":0.0012394914,"teacher_disagreement_score":0.0014103928,"about_ca_system_score_codex":0.000038897884,"about_ca_system_score_gemma":0.00005618651,"threshold_uncertainty_score":0.400585},"labels":[],"label_agreement":null},{"id":"W2969334926","doi":"10.22329/cjpp.v3i1.8173","title":"Decolonization: Resolving the Crisis in Indigenous Peoples’ Health Care","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Practical Philosophy","topic":"Global Health and Surgery","field":"Medicine","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 Winnipeg","funders":"","keywords":"Indigenous; Decolonization; Political science; Health care; Economic growth; Development economics; Economics; Law; Politics","score_opus":0.03716485188047794,"score_gpt":0.34756072827933376,"score_spread":0.3103958763988558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969334926","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":[0.2652083,0.0055648666,0.000045245302,0.7229214,0.0011842552,0.000482872,0.000024203782,0.000020694288,0.0045481888],"genre_scores_gemma":[0.982335,0.00023628787,0.00020823465,0.016620813,0.00055677275,0.0000026779455,0.000010040282,0.000015595639,0.000014609125],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983456,0.00017390792,0.00052218983,0.00011365743,0.00027806786,0.0005665344],"domain_scores_gemma":[0.99759007,0.00043063032,0.00020354711,0.0001753585,0.00027059982,0.0013297782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010004455,0.00009285984,0.00029648727,0.0004672573,0.00027540402,0.000032414788,0.0000987067,0.000084879975,0.00008271309],"category_scores_gemma":[0.002298496,0.0000694536,0.00008999699,0.0009468126,0.000052877767,0.00013218912,0.000010023279,0.0006077051,0.00006307895],"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":[0.00068153365,0.00015840189,0.36758858,0.0010829249,0.00015078421,0.021946315,0.05214493,0.0001814906,0.0000042077095,0.017088449,0.5288838,0.010088589],"study_design_scores_gemma":[0.0035819774,0.0025374081,0.6717115,0.0013258843,0.00016097397,0.0067792437,0.03942385,0.00008294966,0.000012803687,0.016676355,0.25717273,0.0005342992],"about_ca_topic_score_codex":0.004821501,"about_ca_topic_score_gemma":0.03355491,"teacher_disagreement_score":0.71712667,"about_ca_system_score_codex":0.00055293343,"about_ca_system_score_gemma":0.011978128,"threshold_uncertainty_score":0.993623},"labels":[],"label_agreement":null},{"id":"W2969626382","doi":"","title":"International Students Who Seek Permanent Residence","year":2019,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Global Health and Surgery","field":"Medicine","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":"Residence; Sociology; Demography","score_opus":0.015778268518036074,"score_gpt":0.2676675272768329,"score_spread":0.2518892587587968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969626382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755024,0.0000903871,0.000022283293,0.0067082746,0.00030460194,0.00017696127,0.000007714601,0.000017914086,0.017169485],"genre_scores_gemma":[0.985542,0.00021331068,0.00007029528,0.0004392179,0.000047333633,4.5970403e-8,0.000009042715,0.000003344571,0.013675415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992215,0.00003157641,0.00007750573,0.000116882555,0.0003990299,0.00015352167],"domain_scores_gemma":[0.99944574,0.000056063014,0.00006700037,0.00023214456,0.00010717879,0.0000918856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027321916,0.000054379667,0.00014623813,0.0000587151,0.00006359998,0.0000042994047,0.00030298904,0.00003755248,0.000604338],"category_scores_gemma":[0.000019891202,0.00004750751,0.00008129128,0.00010273518,0.0000588744,0.00007883635,0.00014486127,0.00010917108,0.00044315096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018986342,0.0002251605,0.9206003,0.00022358232,0.00016748188,0.00020084782,0.0028765555,0.000026188454,0.015748393,0.0015445629,0.053582624,0.0029057],"study_design_scores_gemma":[0.0007568331,0.00008350093,0.9702745,0.00007381471,0.000034123503,0.000022434786,0.0018283235,0.00013028177,0.000020966743,0.000057115292,0.02667186,0.000046212],"about_ca_topic_score_codex":0.00045455215,"about_ca_topic_score_gemma":0.000016542317,"teacher_disagreement_score":0.049674265,"about_ca_system_score_codex":0.0000623755,"about_ca_system_score_gemma":0.000062475134,"threshold_uncertainty_score":0.66170776},"labels":[],"label_agreement":null},{"id":"W2971024745","doi":"10.1200/jco.2019.37.15_suppl.10505","title":"Humanism in global oncology curricula: An emerging priority.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"","keywords":"Curriculum; Humanism; Medicine; Compassion; Medical education; Psychology; Pedagogy; Political science","score_opus":0.12346339578936136,"score_gpt":0.544806111290039,"score_spread":0.4213427155006776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971024745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599668,0.0005273859,0.000024669196,0.007770025,0.0051839473,0.00023067174,0.000002071337,0.0000119473725,0.02628251],"genre_scores_gemma":[0.98624665,0.00045789115,0.0021431616,0.009517573,0.0014745954,0.0000014226865,0.0000029161477,0.000009544204,0.00014625659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948866,0.000798111,0.003143796,0.00024474834,0.0003967466,0.00053000427],"domain_scores_gemma":[0.9959961,0.0010750823,0.0014230295,0.00023123548,0.00038677483,0.0008877655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007079749,0.00014399966,0.0020719648,0.00013510363,0.000028882418,0.0000053059925,0.00018917232,0.0007024906,0.00033783994],"category_scores_gemma":[0.0023692306,0.00010886208,0.0004323186,0.00025338974,0.00012074224,0.00017062972,0.000057661506,0.0014626422,0.00013732757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025667513,0.0024968924,0.7372992,0.00004588897,0.000050473715,0.002509984,0.00006363687,0.000013220506,0.00002488085,0.0016252153,0.003360062,0.2499438],"study_design_scores_gemma":[0.007153064,0.0146496305,0.68170965,0.000104825274,0.000072033574,0.0011379843,0.00024175532,0.00013585182,0.0000017539062,0.001431315,0.29327005,0.00009209084],"about_ca_topic_score_codex":0.000105465406,"about_ca_topic_score_gemma":0.00024967693,"teacher_disagreement_score":0.28991,"about_ca_system_score_codex":0.0006775475,"about_ca_system_score_gemma":0.0040370636,"threshold_uncertainty_score":0.71615773},"labels":[],"label_agreement":null},{"id":"W2971711954","doi":"10.1016/j.socscimed.2019.112530","title":"The CCGHR Principles for Global Health Research: Centering equity in research, knowledge translation, and practice","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of British Columbia; Health Canada; Interior Health","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Health equity; Scholarship; Equity (law); Public relations; Sociology; Global health; Knowledge translation; Engineering ethics; Public health; Political science; Medicine; Knowledge management; Nursing","score_opus":0.6129980742569224,"score_gpt":0.6286994843399357,"score_spread":0.01570141008301329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971711954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52957755,0.01336939,0.0001232443,0.28128195,0.0013111243,0.0039104144,0.000012441286,0.000049351154,0.17036453],"genre_scores_gemma":[0.99744457,0.0008146462,0.000082198545,0.0009053013,0.00047508007,0.000035971367,0.0000034864695,0.0000059227496,0.00023281529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569154,0.0005895725,0.00042441496,0.00039313055,0.0015083,0.001393027],"domain_scores_gemma":[0.99530363,0.0029735134,0.00008131008,0.00020001025,0.00092966703,0.00051184004],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053021017,0.00008644998,0.00027717056,0.0001665857,0.001636361,0.000043860833,0.00024552734,0.00006396501,0.000007643024],"category_scores_gemma":[0.012950191,0.000056443387,0.000026783648,0.0020324066,0.0022638387,0.0002128548,0.00012678117,0.00044212295,0.000007702848],"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":[0.0020705322,0.00028571178,0.046401117,0.00086561614,0.000011216426,0.000011994355,0.037553888,5.4617067e-7,0.00073309866,0.16076575,0.0093691675,0.7419314],"study_design_scores_gemma":[0.0043140957,0.0018213644,0.2277331,0.0010314881,0.000010339297,0.00005405873,0.03447462,0.00076235906,0.000016791484,0.012424999,0.71720606,0.00015073115],"about_ca_topic_score_codex":0.00090923684,"about_ca_topic_score_gemma":0.0010679066,"teacher_disagreement_score":0.74178064,"about_ca_system_score_codex":0.0010655058,"about_ca_system_score_gemma":0.0029999758,"threshold_uncertainty_score":0.99966335},"labels":[],"label_agreement":null},{"id":"W2971844949","doi":"10.1136/bmjopen-2019-030452","title":"Management and outcomes of gastrointestinal congenital anomalies in low, middle and high income countries: protocol for a multicentre, international, prospective cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","cited_by":34,"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":"Imperial College London; Muhimbili University of Health and Allied Sciences; King's Health Partners; University of Oxford; Wellcome Trust; University College London; King's College London; Assiut University; University of Cambridge; McGill University; Department of Health and Social Care; National Institute for Health and Care Research; Dartmouth College; Università degli Studi di Pavia; Cairo University; University of Health and Allied Sciences; Guy's and St Thomas' Charity; Koç Üniversitesi; Maudsley Charity; King's College Hospital NHS Foundation Trust; Baylor University; Economic and Social Research Council; Zhejiang University; Indus Hospital; Wellcome","keywords":"Medicine; Prospective cohort study; Cohort study; Low and middle income countries; Protocol (science); Cohort; Epidemiology; Pediatrics; Family medicine; Environmental health; Alternative medicine; Developing country; Internal medicine; Pathology","score_opus":0.031077519842605844,"score_gpt":0.3864755829847091,"score_spread":0.3553980631421032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971844949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6586691,0.0000014713431,0.000004996661,0.00013109372,0.000032483887,0.33993804,0.000020699763,0.0000049065397,0.0011971723],"genre_scores_gemma":[0.80519986,5.029686e-7,0.0013884951,0.00010327958,0.000010352802,0.19220449,0.000005669825,0.0000071442046,0.0010802237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901795,0.000025469126,0.00035250024,0.0002286917,0.00020110038,0.00017429303],"domain_scores_gemma":[0.9994214,0.00011082083,0.00012072413,0.00014573275,0.00012850092,0.000072798786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005447697,0.000103585655,0.00037747947,0.00008093958,0.000021939108,0.000033566652,0.00008654623,0.00001715399,0.00004909508],"category_scores_gemma":[0.000108173925,0.00008162522,0.00001789869,0.00005321375,0.000041229167,0.00011627604,0.00020913703,0.00004509172,0.0000044723924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038066977,0.0003898958,0.9940539,0.00096261036,0.000093429975,0.000045471697,0.00021111446,7.2755233e-7,7.5285317e-7,0.00031147568,0.00004747817,0.00007641751],"study_design_scores_gemma":[0.011637691,0.00076277123,0.98496455,0.00069032784,0.000024705714,0.000025817168,0.0013964799,0.00019944106,0.000005493233,0.000047199937,0.00017107191,0.00007442905],"about_ca_topic_score_codex":0.0003884564,"about_ca_topic_score_gemma":0.00021241397,"teacher_disagreement_score":0.14773355,"about_ca_system_score_codex":0.000065942295,"about_ca_system_score_gemma":0.00006785018,"threshold_uncertainty_score":0.332858},"labels":[],"label_agreement":null},{"id":"W2972399162","doi":"10.1097/01.gox.0000584544.25788.14","title":"Craniofacial Fellowship Trained Surgeons: Where Are They Now?","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"Craniofacial surgery; Craniofacial; Medicine; Plastic surgery; Private practice; General surgery; Pediatric surgery; Accreditation; Specialty; Family medicine; Surgery; Medical education","score_opus":0.024107285250776125,"score_gpt":0.2844224540698955,"score_spread":0.2603151688191194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972399162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91965395,0.00023504718,0.000043438293,0.0012458595,0.006279113,0.001674104,0.00069158623,0.00015753921,0.07001938],"genre_scores_gemma":[0.99711597,0.00022572408,0.00038801154,0.0009813226,0.0002938677,0.00007203226,0.00010782929,0.00004811305,0.0007671226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555355,0.00030549243,0.0010608613,0.0010038301,0.00066640886,0.0014098531],"domain_scores_gemma":[0.99483895,0.002555244,0.00048829394,0.0006505003,0.00044315873,0.001023832],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011955358,0.00058203394,0.0018277554,0.00018982175,0.00021821728,0.00017079379,0.00039913322,0.0003660768,0.003625536],"category_scores_gemma":[0.0012862857,0.00052014174,0.0005403248,0.0006994274,0.00022457502,0.00052082754,0.00022773178,0.00045483036,0.0023080024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024011617,0.0001959049,0.96613675,0.00026197167,0.00021733351,0.00030157893,0.000039947998,0.0000045661013,0.000025653851,0.0013579958,0.016086755,0.01297039],"study_design_scores_gemma":[0.002639781,0.00018658846,0.9446684,0.0011125632,0.00016458725,0.0013714824,0.001185241,0.00011619046,0.000023044473,0.00268036,0.045016702,0.00083503255],"about_ca_topic_score_codex":0.0010615804,"about_ca_topic_score_gemma":0.0009391511,"teacher_disagreement_score":0.07746205,"about_ca_system_score_codex":0.0005504944,"about_ca_system_score_gemma":0.0017402347,"threshold_uncertainty_score":0.99972504},"labels":[],"label_agreement":null},{"id":"W2973618456","doi":"10.1136/ijgc-2019-igcs.247","title":"247 Project echo: reaching best practices in gynecologic oncology through international videoconferencing with case management and didactics","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Videoconferencing; Curriculum; Best practice; Specialty; Gynecologic oncology; Telemedicine; Medicine; Medical education; Echo (communications protocol); Health care; Computer science; Psychology; Oncology; Multimedia; Family medicine; Management; Political science; Pedagogy","score_opus":0.10306196043270943,"score_gpt":0.4413618740381708,"score_spread":0.33829991360546136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973618456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96208066,0.00049363123,0.0001467204,0.005897116,0.0016815207,0.00044192883,0.000007394441,0.000011581443,0.029239468],"genre_scores_gemma":[0.98811543,0.002553267,0.005805349,0.0028460838,0.0002469205,0.000028841736,0.0000049803134,0.000010033735,0.00038908704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818194,0.00013642498,0.00064376224,0.00026352977,0.0004814604,0.00029290907],"domain_scores_gemma":[0.99723023,0.0010415127,0.000997665,0.00009304086,0.0005158352,0.00012170821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008596017,0.00016377751,0.000435071,0.00026253017,0.00004034648,0.000055840443,0.00020023418,0.00015402793,0.0005764611],"category_scores_gemma":[0.0009125328,0.00010910589,0.00007373416,0.00013364365,0.00006775119,0.00043949025,0.000117458796,0.0006639193,0.00000997993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004168304,0.0011613743,0.83357793,0.00012604024,0.0006614864,0.037956156,0.0008041343,0.00021828456,0.0001500887,0.001709467,0.00056194287,0.11890481],"study_design_scores_gemma":[0.021093821,0.010654515,0.496734,0.0018722983,0.0005627386,0.07181113,0.014829077,0.0025224856,0.00017517383,0.00263863,0.37628168,0.0008244604],"about_ca_topic_score_codex":0.0005705287,"about_ca_topic_score_gemma":0.00083534734,"teacher_disagreement_score":0.37571976,"about_ca_system_score_codex":0.0011826317,"about_ca_system_score_gemma":0.0005130148,"threshold_uncertainty_score":0.63118446},"labels":[],"label_agreement":null},{"id":"W2974328195","doi":"10.1136/ijgc-2019-igcs.246","title":"246 The international gynecologic cancer society global curriculum: partnerships building capacity and expertise in gynecologic oncology for the world’s poorest women","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Medicine; Capacity building; Gynecologic cancer; Gynecologic oncology; Specialty; Medical education; Developing country; Family medicine; Oncology; Cancer; Internal medicine; Political science; Economic growth","score_opus":0.062126588318264085,"score_gpt":0.3897604650434113,"score_spread":0.3276338767251472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974328195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282568,0.0024101296,0.000092062335,0.062318884,0.0054244497,0.0006805808,0.000057433444,0.000016039601,0.000743625],"genre_scores_gemma":[0.97675467,0.002276149,0.00044929475,0.018950202,0.00086478057,0.00037096927,0.0000038149087,0.000010141241,0.00031997365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737346,0.00015675057,0.0008394876,0.00033188533,0.00066292303,0.0006355076],"domain_scores_gemma":[0.9958031,0.0024411464,0.0006082473,0.00014277433,0.0007480207,0.00025670827],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019621504,0.00023897148,0.0005753,0.00009656528,0.0001350607,0.00007307948,0.00068460434,0.00023065276,0.002046736],"category_scores_gemma":[0.0015517995,0.00012427008,0.0003213298,0.00026347133,0.00028774593,0.00017498288,0.00018785946,0.00069250475,0.0000070998467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009331956,0.0004689821,0.9311593,0.000032558193,0.00045342525,0.00009361978,0.00033626694,0.00061333063,0.00018550566,0.002501655,0.014254232,0.048967883],"study_design_scores_gemma":[0.0041546687,0.0007981169,0.8231195,0.00011883673,0.00007534981,0.00021165822,0.0011318192,0.0055019394,0.000041312607,0.0019383733,0.1627037,0.00020473401],"about_ca_topic_score_codex":0.00021358207,"about_ca_topic_score_gemma":0.0022003942,"teacher_disagreement_score":0.14844947,"about_ca_system_score_codex":0.004476268,"about_ca_system_score_gemma":0.00078260334,"threshold_uncertainty_score":0.99934536},"labels":[],"label_agreement":null},{"id":"W2976556815","doi":"10.1017/cem.2019.377","title":"CAEP 2018 Academic Symposium: Recommendations for developing and supporting Global Emergency Medicine in Canadian academic emergency departments and divisions","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; Sunnybrook Health Science Centre; McGill University; University of Calgary; University of Toronto; University of British Columbia; Queen's University","funders":"Queen's University; China Academy of Engineering Physics","keywords":"Deliverable; Emergency department; Medicine; Medical education; Flexibility (engineering); Global health; Best practice; Nursing; Political science; Public health; Management","score_opus":0.22989136005450655,"score_gpt":0.4857955064088764,"score_spread":0.25590414635436987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976556815","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":[0.0012808621,0.95208544,0.00005501107,0.020435343,0.022020942,0.0020625384,0.00051984773,0.000011771031,0.0015282605],"genre_scores_gemma":[0.0013116854,0.9939345,0.00011467748,0.00041762894,0.002264408,0.000068317866,0.0005359536,0.000092118775,0.0012606981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99016804,0.00026172603,0.0060633873,0.0007555911,0.00054294884,0.0022083146],"domain_scores_gemma":[0.9904972,0.00020967753,0.0022747486,0.00041241784,0.0006645725,0.0059414213],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003663742,0.0008789167,0.0034586885,0.0020803919,0.00045574247,0.0000031528657,0.0004753782,0.0010070769,0.002414484],"category_scores_gemma":[0.0036681448,0.0007070881,0.0003622222,0.0016418117,0.00017604868,0.00027264422,0.000051631898,0.0019191622,0.000015660753],"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":[0.00004752709,0.000020691166,0.16013186,0.021355279,0.0005733012,0.00021523774,0.0009970388,6.557909e-7,0.0000034810857,0.0010379482,0.6785532,0.13706374],"study_design_scores_gemma":[0.0010405248,0.00050108455,0.0042429226,0.019430697,0.0017766498,0.00044994394,0.00037509,0.000015794722,7.636882e-8,0.0006483895,0.9709811,0.00053768896],"about_ca_topic_score_codex":0.21041001,"about_ca_topic_score_gemma":0.5236859,"teacher_disagreement_score":0.31327584,"about_ca_system_score_codex":0.0021299762,"about_ca_system_score_gemma":0.012375675,"threshold_uncertainty_score":0.999538},"labels":[],"label_agreement":null},{"id":"W2977121292","doi":"10.1007/s00268-019-05146-0","title":"Patient‐Reported Barriers to Accessing Surgical Care in Northern Vanuatu","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"","keywords":"Medicine; Preparedness; Population; Medical emergency; Family medicine; Environmental health","score_opus":0.020927970166793868,"score_gpt":0.2985438851938767,"score_spread":0.2776159150270828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977121292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891643,0.0022094531,0.0000012689424,0.0012054804,0.0017449196,0.00018599791,0.0000020623174,0.000013629117,0.0054729003],"genre_scores_gemma":[0.9978024,0.00006335208,0.0000754227,0.0015923867,0.00021132057,0.000002010973,0.000005201082,0.000022229995,0.00022568379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973509,0.0001070442,0.0012117339,0.00018559105,0.0006093355,0.0005354296],"domain_scores_gemma":[0.997381,0.0004369713,0.0004323068,0.00021861914,0.0004017891,0.0011293266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009151433,0.00016270432,0.00079744466,0.0009678878,0.0000479627,0.000024040033,0.000065378925,0.00007314299,0.00036334072],"category_scores_gemma":[0.0005349329,0.00013254154,0.0003227783,0.00092861557,0.000022756889,0.00017726644,0.000031142645,0.00045182378,0.00004193093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012231895,0.00004801907,0.9522247,0.00010600385,0.000027625721,0.00420951,0.0003873767,0.000043189495,0.000046491976,0.000004641923,0.002502085,0.039177217],"study_design_scores_gemma":[0.0016929853,0.00021661299,0.73626167,0.0023232505,0.000056786117,0.0016288128,0.0030310054,0.000009034607,0.00026019634,0.000024427869,0.25416777,0.00032747514],"about_ca_topic_score_codex":0.000049541803,"about_ca_topic_score_gemma":0.00030547127,"teacher_disagreement_score":0.25166568,"about_ca_system_score_codex":0.00029395687,"about_ca_system_score_gemma":0.0013599939,"threshold_uncertainty_score":0.5404887},"labels":[],"label_agreement":null},{"id":"W2978851090","doi":"10.1016/j.hcl.2019.07.009","title":"Collaboration in Outreach","year":2019,"lang":"en","type":"article","venue":"Hand Clinics","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Tourniquet; Outreach; Hand surgery; Sedation; Surgery; Nursing; Economic growth","score_opus":0.01960248961183053,"score_gpt":0.3701894065129094,"score_spread":0.35058691690107885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978851090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831142,0.00026259993,0.0000056939043,0.0010263007,0.00048612902,0.00017902936,0.0000028535464,0.000011122339,0.01491211],"genre_scores_gemma":[0.9944566,0.00011195419,0.00009081978,0.002137945,0.000060222923,0.0000032649473,0.000022227081,0.0000039635306,0.0031130158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994821,0.000016519103,0.00019051367,0.0000922553,0.00008461757,0.00013402318],"domain_scores_gemma":[0.9996653,0.00006450701,0.00002856076,0.000116617746,0.000047836493,0.0000771741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026521986,0.00003705905,0.00014162473,0.000032971628,0.000011919991,0.000007571513,0.000014125834,0.00007039578,0.00011225753],"category_scores_gemma":[0.000106491025,0.000031459713,0.000022732063,0.00015027812,0.000008690662,0.000028485538,0.0000049128184,0.0000842106,0.00046748365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022829912,0.000103399376,0.9840079,0.00006907066,0.0000028919162,0.00001568751,0.0001493008,0.0000026192797,0.000066985915,0.0004426875,0.0043965904,0.010514601],"study_design_scores_gemma":[0.0042955973,0.0004668883,0.50704384,0.00017347044,0.000016961581,0.000011180484,0.0007087075,0.0012135799,0.00019654345,0.0005387866,0.48520777,0.00012667097],"about_ca_topic_score_codex":0.000018278713,"about_ca_topic_score_gemma":0.00006397928,"teacher_disagreement_score":0.48081118,"about_ca_system_score_codex":0.00002622537,"about_ca_system_score_gemma":0.00017810096,"threshold_uncertainty_score":0.60087126},"labels":[],"label_agreement":null},{"id":"W2980040143","doi":"10.1371/journal.pone.0223423","title":"Prevalence of surgically correctable conditions among children in a mixed urban-rural community in Nigeria using the SOSAS survey tool: Implications for paediatric surgical capacity-building","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","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; Montreal Children's Hospital","funders":"","keywords":"Medicine; Population; Cross-sectional study; Pediatrics; Environmental health","score_opus":0.06387979027711238,"score_gpt":0.298173654911553,"score_spread":0.23429386463444063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980040143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969923,0.00019926162,0.000028117574,0.00017670267,0.000061888946,0.0018952755,0.0005279389,0.000025384725,0.00009311578],"genre_scores_gemma":[0.99903846,0.000084294676,0.00038103157,0.00006714221,0.000044656696,0.0001087969,0.00020625563,0.00001673828,0.000052635936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774575,0.00073595677,0.0006317441,0.00018248703,0.00021341424,0.0004906328],"domain_scores_gemma":[0.9962137,0.002743772,0.00018920381,0.00047592865,0.00024943158,0.00012800754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002431168,0.00014516368,0.0005546244,0.0001834227,0.00016071567,0.000014523739,0.00018668965,0.0001323174,0.000046958856],"category_scores_gemma":[0.0008239498,0.00012161607,0.000099806886,0.0007323023,0.00013277415,0.00012693944,0.000064669926,0.000502263,0.0000033807573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020170175,0.0011975755,0.9959764,0.00041037545,0.000036284546,8.385134e-7,0.00017490932,0.00004064572,0.0016934338,0.00017468547,0.00007267814,0.000020471858],"study_design_scores_gemma":[0.0014641439,0.00010585355,0.9965154,0.0004216761,0.000059936076,0.000012421795,0.00007789009,0.0008019702,0.00028190974,0.00013632231,0.0000034316017,0.00011906087],"about_ca_topic_score_codex":0.003987823,"about_ca_topic_score_gemma":0.0011540337,"teacher_disagreement_score":0.0028337897,"about_ca_system_score_codex":0.00014222976,"about_ca_system_score_gemma":0.00024376425,"threshold_uncertainty_score":0.6028423},"labels":[],"label_agreement":null},{"id":"W2980133480","doi":"10.47622/978-1-928331-93-3","title":"The Next Generation of Scientists in Africa","year":2018,"lang":"en","type":"book","venue":"African Minds eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Core Research for Evolutional Science and Technology; National Institutes of Health; Universiteit Stellenbosch; Deutsche Forschungsgemeinschaft; Direktoratet for Utviklingssamarbeid; University of Johannesburg; Department of Science and Technology, Ministry of Science and Technology, India; Robert Bosch Stiftung; United States Agency for International Development; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Political science","score_opus":0.0919493356567856,"score_gpt":0.2966915091420817,"score_spread":0.2047421734852961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980133480","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":[0.005903834,0.0009991106,0.000005598618,0.00013487689,0.0006734632,0.00050709577,0.000025142119,0.000014225138,0.99173665],"genre_scores_gemma":[0.1495163,0.000026279205,0.00013059306,0.0001692997,0.0006012971,0.000032178083,0.000043108965,0.000027346114,0.8494536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980532,0.00006234137,0.00056556513,0.000313882,0.0004891223,0.0005159046],"domain_scores_gemma":[0.99861884,0.00018152902,0.00026811694,0.00051512406,0.00020621947,0.00021015777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000841925,0.00020078209,0.00045383608,0.00024408339,0.00012860175,0.000025654112,0.00017436499,0.00024543304,0.00005058503],"category_scores_gemma":[0.0001486889,0.00014316327,0.00013523943,0.000093389,0.0004704662,0.000017284452,0.00005913866,0.0002760827,0.00006457469],"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":[0.0003030356,0.00007566447,0.00018574062,0.0003210371,0.000067967274,0.0001407551,0.0021336235,1.5227492e-7,0.0009650975,0.008774595,0.8884261,0.09860622],"study_design_scores_gemma":[0.00038177447,0.0002614857,0.00023499662,0.00027580126,0.00004879548,0.000024568466,0.00006319293,0.00006221576,0.00022053014,0.0009536064,0.99733114,0.00014189455],"about_ca_topic_score_codex":0.000045406166,"about_ca_topic_score_gemma":0.0002467919,"teacher_disagreement_score":0.14361246,"about_ca_system_score_codex":0.00026580016,"about_ca_system_score_gemma":0.0017787465,"threshold_uncertainty_score":0.5838029},"labels":[],"label_agreement":null},{"id":"W2980196184","doi":"10.1016/j.cjca.2019.07.534","title":"IDENTIFYING A GAP BETWEEN CANADIAN INTEREST AND INVOLVEMENT IN HUMANITARIAN CARDIAC SURGERY","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Global Health and Surgery","field":"Medicine","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":"Research Manitoba","funders":"","keywords":"Medicine; Cardiac surgery; Health care; Family medicine; Medical education; Surgery; Political science","score_opus":0.07719648218387541,"score_gpt":0.2915796972709413,"score_spread":0.21438321508706587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980196184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898444,0.0022499259,0.000008826772,0.0017040212,0.0016826123,0.00020176881,0.00005198264,0.0000025120003,0.004253949],"genre_scores_gemma":[0.9981863,0.0001240464,0.000020502364,0.0008329187,0.0007340243,0.0000020541559,0.000025641088,0.0000146865095,0.00005983155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826986,0.00018199079,0.0005565658,0.000162744,0.000098804405,0.0007300528],"domain_scores_gemma":[0.9973387,0.00018435277,0.00012029052,0.00017237925,0.00014397324,0.0020402945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014491893,0.0001317985,0.0009509803,0.001201171,0.00006367419,0.000022789922,0.000082525374,0.00017300947,0.0000415514],"category_scores_gemma":[0.00021139874,0.00012925103,0.00020245484,0.00017925,0.00008034646,0.00008518355,0.000010212978,0.00043115576,0.000026456557],"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":[0.000017802306,5.8609413e-7,0.9848588,0.00007105153,0.00009956113,0.00073006353,0.00016864785,0.0000033384172,0.00001846922,0.0001819329,0.011079975,0.002769772],"study_design_scores_gemma":[0.00028322567,0.00010482621,0.8586376,0.00024021612,0.000052684438,0.00025325263,0.00057725166,8.3898016e-7,0.000006900221,0.0002619541,0.13947293,0.000108366396],"about_ca_topic_score_codex":0.28381196,"about_ca_topic_score_gemma":0.6219271,"teacher_disagreement_score":0.3381151,"about_ca_system_score_codex":0.00072496495,"about_ca_system_score_gemma":0.0050371806,"threshold_uncertainty_score":0.8935742},"labels":[],"label_agreement":null},{"id":"W2980685448","doi":"10.1097/corr.0000000000000574","title":"Editor’s Spotlight/Take 5: Socioeconomic Status Influences Functional Severity of Untreated Cerebral Palsy in Nepal: A Prospective Analysis and Systematic Review","year":2018,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Global Health and Surgery","field":"Medicine","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":"Suspect; Medicine; Quarter (Canadian coin); Gratitude; Nepali; Cerebral palsy; Globe; Physical therapy; Psychology; History; Criminology","score_opus":0.0416012100323683,"score_gpt":0.40995727511842595,"score_spread":0.36835606508605767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980685448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97437763,0.021820301,0.0000019574352,0.0011716816,0.0006759042,0.0012538099,0.000028398837,0.00002272594,0.00064755906],"genre_scores_gemma":[0.96083796,0.037971266,0.000041874926,0.00033894772,0.0004426881,0.0000374571,0.000038991424,0.000012202747,0.00027859872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585146,0.00084713224,0.0016703753,0.00051787717,0.00053677347,0.0005763718],"domain_scores_gemma":[0.996498,0.0015192617,0.00028569595,0.00030087502,0.000779807,0.00061639945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007613251,0.00016071195,0.0014226044,0.0004323996,0.00015691896,0.000018618512,0.0000615921,0.00038216615,0.00019605558],"category_scores_gemma":[0.003319565,0.00011023391,0.00029350084,0.0013207061,0.0012526143,0.00007596182,0.000097903016,0.0010291187,0.00003585306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038799114,0.00019541466,0.9749379,0.021649389,0.0006959225,0.000046990863,0.0000868745,2.499459e-7,0.000001112004,0.00012337568,0.0014233458,0.0004514241],"study_design_scores_gemma":[0.0014659845,0.00072271674,0.98433334,0.010943699,0.0008491918,0.000029293946,0.00015473236,0.0006316792,0.0000013858476,0.0004312134,0.00032603167,0.00011076416],"about_ca_topic_score_codex":0.00030964648,"about_ca_topic_score_gemma":0.00018234944,"teacher_disagreement_score":0.016150964,"about_ca_system_score_codex":0.00009395934,"about_ca_system_score_gemma":0.0006306661,"threshold_uncertainty_score":0.46153095},"labels":[],"label_agreement":null},{"id":"W2980755060","doi":"10.4103/jehp.jehp_391_18","title":"Global health diplomacy, health and human security: The ascendancy of enlightened self-interest","year":2019,"lang":"en","type":"review","venue":"Journal of Education and Health Promotion","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":true,"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":"Diplomacy; Global health; Human security; Political science; International security; Human rights; Economic growth; Security studies; Politics; Health care; Public administration; Law; Economics","score_opus":0.12671448051358472,"score_gpt":0.5060102462156215,"score_spread":0.3792957657020368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980755060","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":[0.0016786563,0.96816385,0.000015724243,0.026598204,0.0013992772,0.0019359557,0.000033339318,0.00001538785,0.00015960807],"genre_scores_gemma":[0.0068429722,0.98854184,0.00023902165,0.0034344408,0.0007262638,0.000014251752,0.00010471805,0.000024333202,0.00007217677],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99554867,0.000838657,0.00242512,0.00028686566,0.00039860615,0.0005021125],"domain_scores_gemma":[0.9937062,0.000082813356,0.004378867,0.0003007099,0.00038315638,0.0011482419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035154847,0.0003136731,0.0024309095,0.00030663953,0.0003111957,0.00003102776,0.000118097116,0.00019319994,0.000017107184],"category_scores_gemma":[0.00008351001,0.00020193588,0.00028064204,0.00037478513,0.000060499482,0.00011612954,0.000037608006,0.00064807857,0.0000034364753],"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":[0.000027489024,0.0012966902,0.0016027574,0.1200964,0.000097257594,0.0000012328908,0.001072093,8.526098e-9,2.4339874e-8,0.003678038,0.020868747,0.85125923],"study_design_scores_gemma":[0.0007833717,0.0050327647,0.007131207,0.05192919,0.00020749924,0.0019602384,0.00054572895,0.000001911955,5.0892282e-8,0.0010220759,0.93123245,0.00015352327],"about_ca_topic_score_codex":0.00030078908,"about_ca_topic_score_gemma":0.00009288184,"teacher_disagreement_score":0.9103637,"about_ca_system_score_codex":0.001232162,"about_ca_system_score_gemma":0.021040706,"threshold_uncertainty_score":0.9845091},"labels":[],"label_agreement":null},{"id":"W2980779971","doi":"10.17483/2368-6669.1177","title":"Is University Nursing Education in Canada Taking the Lead in a World Focused on Sustainable Development?","year":2019,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Global Health and Surgery","field":"Medicine","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":"MacEwan University; University of Alberta","funders":"","keywords":"Sustainable development; Nursing; Nurse education; Poverty; Plan (archaeology); Political science; Health care; Strategic planning; Global health; Quality (philosophy); Medicine; Public health; Management; Geography","score_opus":0.02682843818787909,"score_gpt":0.3600175590515149,"score_spread":0.3331891208636358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980779971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95952606,0.00023279453,0.00014206779,0.011232003,0.0011440981,0.0013193985,0.0000029587288,0.000021491634,0.026379146],"genre_scores_gemma":[0.99304694,0.000044673852,0.0007582444,0.0022636147,0.00004562886,0.000032995362,0.00012631186,0.000012551233,0.00366905],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977374,0.00024557492,0.0007547351,0.00028421238,0.0004361091,0.0005419832],"domain_scores_gemma":[0.99881274,0.00021374218,0.0003804462,0.00031591504,0.00017138812,0.00010576378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008636169,0.00018591029,0.0002904206,0.00071209663,0.00014975973,0.000026468573,0.00012738556,0.00006385451,0.00010003521],"category_scores_gemma":[0.00013259957,0.00018818534,0.000033229215,0.0011355784,0.000034874527,0.0006930887,0.000012267989,0.00034976972,0.000025981475],"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":true,"study_design_scores_codex":[0.00085356703,0.0023527553,0.32411596,0.0011748346,0.000008814922,0.0000043720775,0.026103755,0.0014524068,0.000029946805,0.031946767,0.005097815,0.606859],"study_design_scores_gemma":[0.001888607,0.000062235275,0.7242289,0.0070154755,0.000010771716,0.000008302725,0.13442957,0.000824079,0.00037579736,0.0013491586,0.12943076,0.00037632504],"about_ca_topic_score_codex":0.10566223,"about_ca_topic_score_gemma":0.18263288,"teacher_disagreement_score":0.6064827,"about_ca_system_score_codex":0.013960104,"about_ca_system_score_gemma":0.008980699,"threshold_uncertainty_score":0.99663746},"labels":[],"label_agreement":null},{"id":"W2980894577","doi":"10.1136/bmjgh-2019-001853","title":"Stuck in the middle: a systematic review of authorship in collaborative health research in Africa, 2014–2016","year":2019,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":293,"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":"National Institute of Environmental Health Sciences","keywords":"Cornerstone; Representation (politics); Power (physics); Political science; Geography; Law; Politics","score_opus":0.39527186252583435,"score_gpt":0.5586200670010344,"score_spread":0.16334820447520004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980894577","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":[0.000008478532,0.9490963,0.000001049675,0.009023467,0.00037637627,0.03760632,0.00043891245,0.000017937182,0.0034311528],"genre_scores_gemma":[0.0001389458,0.99272364,0.0000827771,0.004641688,0.00010440861,0.0019070257,0.00018078291,0.000040256982,0.00018048317],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.964069,0.023334876,0.006631738,0.0009934676,0.0023182838,0.0026526104],"domain_scores_gemma":[0.99162173,0.0029134438,0.0023124116,0.0017802526,0.00051592075,0.0008562579],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.06817522,0.0006646668,0.0104910415,0.0009623187,0.000093490955,0.000022545677,0.0007861181,0.0005661319,0.000021650041],"category_scores_gemma":[0.0038710914,0.00041138983,0.00044386083,0.0093245795,0.00015408629,0.000074948555,0.0001485816,0.0022176774,0.00036251382],"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":true,"study_design_scores_codex":[0.00008116652,0.00042067654,0.00011659078,0.9102648,0.000024468914,0.00016333068,0.00060749805,1.0541074e-7,2.5139288e-10,0.0016211562,0.05586802,0.030832183],"study_design_scores_gemma":[0.0006033526,0.00068513036,0.00022069547,0.8318564,0.00007343454,0.00021230281,0.0008714617,0.0000034799493,8.6252583e-10,0.00016624384,0.16511044,0.0001970297],"about_ca_topic_score_codex":0.0048778015,"about_ca_topic_score_gemma":0.0030337595,"teacher_disagreement_score":0.10924242,"about_ca_system_score_codex":0.007012199,"about_ca_system_score_gemma":0.044845335,"threshold_uncertainty_score":0.9998338},"labels":[],"label_agreement":null},{"id":"W2981221254","doi":"10.1177/0020702019874794","title":"The role of Global Health Diplomacy in advancing the Sustainable Development Goals","year":2019,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Global Health and Surgery","field":"Medicine","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":"International Council for Canadian Studies; University of Toronto","funders":"","keywords":"Diplomacy; Sustainable development; Millennium Development Goals; Global health; Political science; Economic growth; Health care; Developing country; Economics; Politics","score_opus":0.0037161658733216203,"score_gpt":0.32422502643879364,"score_spread":0.320508860565472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981221254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033955,0.009661892,0.00014047102,0.08340063,0.0005242868,0.00018292465,0.00003885821,0.0000032215978,0.002652221],"genre_scores_gemma":[0.99386597,0.0006030584,0.0001498182,0.0048531815,0.00039893395,0.0000011099986,0.0000031096818,0.000006305169,0.00011854088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950817,0.00023734028,0.0017678778,0.00013540803,0.0019980078,0.0007796652],"domain_scores_gemma":[0.9956797,0.00022341624,0.0015741613,0.00020526555,0.0017364876,0.00058100064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025775556,0.00018810952,0.00069491053,0.0002501,0.0002225632,0.00008810972,0.00071227347,0.000051545623,0.00005457301],"category_scores_gemma":[0.0008835475,0.00011177077,0.00042049936,0.0017469694,0.000059525708,0.0001961515,0.00010053956,0.00044775594,0.0000019383206],"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":[0.0012015279,0.00014046788,0.94560033,0.00003426233,0.0031770936,0.0006641933,0.00012205353,0.005096113,0.0000108232925,0.012192801,0.010959673,0.020800684],"study_design_scores_gemma":[0.0016191798,0.00020017334,0.7647479,0.00023942538,0.0002559309,0.0025493074,0.0047947033,0.00039334947,0.00003079905,0.009096081,0.21591218,0.00016097752],"about_ca_topic_score_codex":0.3361872,"about_ca_topic_score_gemma":0.44554183,"teacher_disagreement_score":0.20495251,"about_ca_system_score_codex":0.009975755,"about_ca_system_score_gemma":0.023189032,"threshold_uncertainty_score":0.9938248},"labels":[],"label_agreement":null},{"id":"W2981786000","doi":"10.1007/s00268-019-05239-w","title":"Waiting Too Long: The Contribution of Delayed Surgical Access to Pediatric Disease Burden in Somaliland","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Medicine; Psychological intervention; Proxy (statistics); Burden of disease; Pediatrics; Disease burden; Disease; Emergency medicine; Surgery; Environmental health; Internal medicine; Nursing","score_opus":0.026098427367070787,"score_gpt":0.3134500078668729,"score_spread":0.2873515804998021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981786000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98905325,0.0028294586,0.000010016585,0.0068644355,0.0007149036,0.00025776902,0.000006716593,0.000006068077,0.0002573628],"genre_scores_gemma":[0.99792033,0.00040695586,0.0000057762713,0.0006969871,0.00075755647,0.0000027219926,0.000007699879,0.000010409301,0.00019153018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776566,0.00012479768,0.0010314708,0.00012496221,0.0005335523,0.00041957328],"domain_scores_gemma":[0.9969628,0.0015336804,0.0004698938,0.0001734765,0.0003528006,0.0005073501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023459904,0.00012086541,0.0006333474,0.000589762,0.000039134084,0.00002290325,0.00012549489,0.00004485747,0.00014076405],"category_scores_gemma":[0.00069507095,0.00007891447,0.00027968996,0.0008837426,0.000023558368,0.00017154371,0.000047505448,0.00031669336,0.000015267738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027986313,0.000087767585,0.9880669,0.00010801515,0.000021917773,0.000955127,0.000027196793,0.00014475062,0.000016665677,0.00007729578,0.00605766,0.0016380658],"study_design_scores_gemma":[0.001124814,0.00005220134,0.9915192,0.0003858497,0.00008568709,0.00018732956,0.000034614302,0.00013277178,0.000039050083,0.00006867133,0.0062704934,0.00009931918],"about_ca_topic_score_codex":0.00006646606,"about_ca_topic_score_gemma":0.000025071638,"teacher_disagreement_score":0.008867093,"about_ca_system_score_codex":0.00009943503,"about_ca_system_score_gemma":0.00062553416,"threshold_uncertainty_score":0.32180387},"labels":[],"label_agreement":null},{"id":"W2981837180","doi":"10.1016/j.jamcollsurg.2019.08.1083","title":"Access to Surgical Care and Late-Presenting Disease in Rural Haiti","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Global Health and Surgery","field":"Medicine","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. Boniface Hospital","funders":"","keywords":"Medicine; Gerontology; General surgery","score_opus":0.012192765798397847,"score_gpt":0.30489888221589984,"score_spread":0.292706116417502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981837180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203885,0.00039778685,3.882787e-7,0.0059351423,0.0003078896,0.0002467275,0.00005355557,0.0000034604418,0.0010161842],"genre_scores_gemma":[0.9989117,0.00013376065,0.000049626957,0.00058423384,0.000051382267,0.000001491936,7.218143e-7,0.000009637761,0.0002574676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864507,0.000110026034,0.0004873701,0.00009236515,0.00036562295,0.00029957262],"domain_scores_gemma":[0.99847203,0.00029332648,0.0003759579,0.00019556875,0.00019179865,0.00047132059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035958906,0.000098074524,0.00058450695,0.00021036807,0.000039020895,0.000009524005,0.00016836626,0.000020240275,0.000033810138],"category_scores_gemma":[0.00026296588,0.0000643614,0.00019876334,0.00062011695,0.00010152542,0.00009840268,0.00013365383,0.00021587874,0.0000023962034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012212117,0.000060268347,0.9948372,0.00010856696,0.000020167243,0.0004291565,0.000078141675,0.00006196104,0.00006367734,0.00003649282,0.0018529971,0.0012301416],"study_design_scores_gemma":[0.0008196091,0.00015412562,0.99013776,0.00046203908,0.000035397825,0.00015092436,0.0013728474,0.00006988179,0.000042104366,0.000029047878,0.0066562193,0.00007004818],"about_ca_topic_score_codex":0.00042581375,"about_ca_topic_score_gemma":0.000054062213,"teacher_disagreement_score":0.0068728123,"about_ca_system_score_codex":0.000072922514,"about_ca_system_score_gemma":0.0003953897,"threshold_uncertainty_score":0.26245815},"labels":[],"label_agreement":null},{"id":"W2982455746","doi":"10.1097/qai.0000000000002164","title":"Response to the HIV Epidemic: Perspectives From a Retired NIH Project Officer","year":2019,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Iowa State University; National Institutes of Health; National Institute of Child Health and Human Development; Penn Mental Health AIDS Research Center; Center for AIDS Research, University of Washington; University of Pennsylvania","keywords":"Officer; Human immunodeficiency virus (HIV); Perspective (graphical); Narrative; Medicine; Medical education; Political science; Family medicine; Management; Public relations; Law","score_opus":0.02202734303957639,"score_gpt":0.3084881808043423,"score_spread":0.28646083776476594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982455746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96869487,0.01149578,0.00007370761,0.01673436,0.0013563258,0.00078644726,0.00004433455,0.000058658425,0.00075555115],"genre_scores_gemma":[0.9941923,0.00037054473,0.0010132545,0.0010143456,0.00015120913,0.000010956175,0.00000734691,0.000047318576,0.0031927445],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9958856,0.0006691215,0.0013238346,0.00038387752,0.00095666846,0.0007809144],"domain_scores_gemma":[0.9962078,0.0014921948,0.00061788125,0.00081115373,0.00058553275,0.00028544822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00510426,0.00030241252,0.0010576724,0.00066997437,0.00018131886,0.00005303014,0.00051931915,0.00016129819,0.00026588977],"category_scores_gemma":[0.0041875667,0.00018625465,0.0005454488,0.0013368079,0.00013673714,0.00025342783,0.00011376046,0.00030578338,0.0009129537],"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":[0.11945951,0.0035792382,0.17490217,0.0007458773,0.001814938,0.0036900123,0.08842486,0.00048616118,0.30782777,0.0008832525,0.27324656,0.024939643],"study_design_scores_gemma":[0.005668219,0.0060906643,0.8512836,0.001973603,0.00038379157,0.0051465062,0.045699317,0.000361427,0.0011927938,0.00022707967,0.081268884,0.00070410914],"about_ca_topic_score_codex":0.00017416755,"about_ca_topic_score_gemma":0.0000020126552,"teacher_disagreement_score":0.6763814,"about_ca_system_score_codex":0.0003204458,"about_ca_system_score_gemma":0.0010399935,"threshold_uncertainty_score":0.99986494},"labels":[],"label_agreement":null},{"id":"W2982801695","doi":"10.36834/cmej.56953","title":"Status of global health fellowship training in the United States and Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"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":"Specialty; Demographics; Family medicine; Medicine; Library science; Medical education; Political science; Demography; Sociology","score_opus":0.01838896613636934,"score_gpt":0.3328954347987072,"score_spread":0.3145064686623379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982801695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89745295,0.0010859501,0.00000138631,0.09930665,0.00072549854,0.00013324972,0.000016696107,0.0000013153111,0.0012762732],"genre_scores_gemma":[0.8747848,0.0005538507,0.000030501873,0.12443714,0.00011356596,0.0000015396363,0.000041872754,0.0000031282896,0.000033591266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984302,0.00013859352,0.0003355855,0.00007901997,0.00046813377,0.00054850103],"domain_scores_gemma":[0.9927526,0.00009449332,0.000085645326,0.000084979234,0.000111200425,0.0068710474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010040352,0.00006280159,0.00018465605,0.00010756925,0.000066121036,0.000011367512,0.000070865906,0.000054401182,0.0010718473],"category_scores_gemma":[0.0024386675,0.000045276134,0.000017406803,0.00031806438,0.000048472277,0.00002450464,0.0000026387713,0.00038887365,0.0000016210381],"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":[0.00004379853,0.000049858754,0.6576857,0.00016856713,0.00001579952,0.0000995714,0.0044937194,0.000007817354,1.7153744e-7,0.0020387776,0.23261644,0.10277977],"study_design_scores_gemma":[0.00066410424,0.000118846045,0.51983714,0.00039393676,0.0000061402557,0.0012247888,0.037724677,0.00021444097,1.2033946e-7,0.0003186371,0.43943286,0.000064280255],"about_ca_topic_score_codex":0.9880956,"about_ca_topic_score_gemma":0.99291867,"teacher_disagreement_score":0.29779828,"about_ca_system_score_codex":0.0011577123,"about_ca_system_score_gemma":0.29895598,"threshold_uncertainty_score":0.99984133},"labels":[],"label_agreement":null},{"id":"W2982857463","doi":"10.36106/ijsr/0221510","title":"A TEMPLATE FOR SURGICAL RESIDENCY TRAINING PROGRAM (SURGICAL POSTGRADUATE TRAINING) IN DEVELOPING COUNTRIES.","year":2019,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Global Health and Surgery","field":"Medicine","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":"College of Physicians and Surgeons of Ontario","funders":"","keywords":"Developing country; Developed country; Quality (philosophy); Training (meteorology); Economic growth; Medicine; Business; Political science; Medical education; Public relations; Economics; Population; Geography; Environmental health","score_opus":0.20984822553231774,"score_gpt":0.49836477145971597,"score_spread":0.2885165459273982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982857463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734009,0.00030112956,0.00002242157,0.019585233,0.0025105064,0.00071703695,0.000016279064,0.000013819702,0.0034326715],"genre_scores_gemma":[0.99435997,0.00019916044,0.0024831526,0.00011643827,0.00047182204,0.000025209814,0.000024390014,0.000015550517,0.0023043314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951387,0.00016425052,0.00096652686,0.00032630164,0.00260041,0.0008038335],"domain_scores_gemma":[0.9952195,0.00096998696,0.00020109328,0.00014694539,0.003102185,0.00036024707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011900304,0.000115579474,0.00040877453,0.0013222357,0.0001342744,0.00028585203,0.00043023285,0.00010726911,0.00016499334],"category_scores_gemma":[0.00085052365,0.000091964124,0.00018927797,0.000719887,0.00027687737,0.00028478444,0.00007203393,0.0006348502,0.000059782775],"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":[0.041907974,0.001750053,0.18545704,0.001268613,0.0007873555,0.035120387,0.021088192,0.00012653723,0.001347586,0.0907496,0.042479083,0.5779176],"study_design_scores_gemma":[0.008467975,0.00094718416,0.015256769,0.0020182666,0.000009169159,0.0058850236,0.0017048115,0.0010782962,0.00031503834,0.004752473,0.9593744,0.00019054544],"about_ca_topic_score_codex":0.000026810178,"about_ca_topic_score_gemma":0.000023036106,"teacher_disagreement_score":0.9168954,"about_ca_system_score_codex":0.00045256043,"about_ca_system_score_gemma":0.004773489,"threshold_uncertainty_score":0.84679645},"labels":[],"label_agreement":null},{"id":"W2983749431","doi":"10.1007/s00268-019-05277-4","title":"The Impact of Implementing a Comprehensive Surgical Program on the Surgical Cohort at a Remote Referral Hospital in Southeastern Liberia","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Referral; Cohort; Abdominal surgery; Vascular surgery; Public health; Cardiothoracic surgery; Emergency medicine; General surgery; Surgery; Cardiac surgery; Internal medicine; Family medicine; Nursing","score_opus":0.0375459972963228,"score_gpt":0.34624520415890153,"score_spread":0.30869920686257873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983749431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227583,0.000984439,1.4762504e-7,0.0026485613,0.00055831124,0.0006907298,0.000009064267,0.000013805022,0.0028190978],"genre_scores_gemma":[0.9985527,0.00031018592,0.000018599914,0.000108587905,0.00030448122,0.000004673493,0.0000072191224,0.000025837531,0.0006677428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624956,0.00040459537,0.0014757395,0.00020520197,0.0007849064,0.0008800183],"domain_scores_gemma":[0.9947383,0.0033478655,0.0008743011,0.00036987543,0.00032640772,0.0003432747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033458387,0.0002493823,0.0010366561,0.00029775774,0.0001303556,0.000035839217,0.00016359195,0.00008092356,0.00027801926],"category_scores_gemma":[0.00018121503,0.00012104093,0.0009717107,0.00058698375,0.00014478643,0.000076622106,0.000097701086,0.0007198966,0.000032247917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046257866,0.00035349652,0.97295994,0.00005738985,0.00021294359,0.0010942315,0.00014553519,0.000010742399,0.000030061046,0.000056697067,0.004740299,0.015712885],"study_design_scores_gemma":[0.0018038515,0.0007142106,0.94637215,0.0009494482,0.000045248376,0.0013207733,0.00031193622,0.00022800273,0.00003298388,0.00006000932,0.047995184,0.00016617321],"about_ca_topic_score_codex":0.0001983168,"about_ca_topic_score_gemma":0.000041409745,"teacher_disagreement_score":0.043254886,"about_ca_system_score_codex":0.00020510898,"about_ca_system_score_gemma":0.00040965504,"threshold_uncertainty_score":0.4935906},"labels":[],"label_agreement":null},{"id":"W2984776490","doi":"10.17269/s41997-019-00247-8","title":"Systematic analysis of global health research funding in Canada, 2000–2016","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"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 Ottawa; Impact; University of Toronto; Ottawa Public Health; Centre for Global Health Research; McMaster University; Centre for Disability Prevention and Rehabilitation; Public Health Ontario; York University","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Government of Ontario","keywords":"Global health; Political science; Equity (law); Public health; Economic growth; Medicine; Health care; Economics","score_opus":0.11404866316344794,"score_gpt":0.39897159538211563,"score_spread":0.2849229322186677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984776490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941291,0.0126746185,0.00005266472,0.042945884,0.0008386809,0.00072286045,0.00014079994,0.0000028371082,0.0013307035],"genre_scores_gemma":[0.9954379,0.00018435315,0.000078177996,0.004035062,0.00006848305,0.0000025599359,0.000012547911,0.000010526337,0.00017035102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931966,0.0012660463,0.0020819523,0.00019988866,0.0010663684,0.0021891496],"domain_scores_gemma":[0.9895266,0.00045225408,0.00084634626,0.00036593,0.0008591386,0.007949673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01970236,0.00013714522,0.0017382014,0.002069836,0.00012168688,0.000029186876,0.0002586971,0.00007886575,0.00026266373],"category_scores_gemma":[0.0022557466,0.00011682082,0.00018244104,0.0048386375,0.00005627865,0.00013241773,0.0000118872185,0.0005851658,0.000011766615],"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":[0.000018749992,0.000030446423,0.96849835,0.007942613,0.00031047565,0.00018970028,0.00051452947,0.000039239123,3.2546768e-7,0.00150275,0.018234238,0.0027185553],"study_design_scores_gemma":[0.00085976446,0.00053768564,0.9793717,0.0064926506,0.000051291045,0.0002801328,0.006600574,0.000519272,1.9404406e-7,0.00004236108,0.005136372,0.00010796975],"about_ca_topic_score_codex":0.9931443,"about_ca_topic_score_gemma":0.99872005,"teacher_disagreement_score":0.39132363,"about_ca_system_score_codex":0.033909477,"about_ca_system_score_gemma":0.4252331,"threshold_uncertainty_score":0.96979916},"labels":[],"label_agreement":null},{"id":"W2985818748","doi":"10.1182/blood-2019-130053","title":"Contributions to Global Hematology from Low and Middle-Income Countries: Insights from ASH 2018","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Gross national income; Hematology; Medicine; Developing country; Family medicine; Political science; Internal medicine; Economic growth","score_opus":0.00766220152782182,"score_gpt":0.26664131607994157,"score_spread":0.25897911455211975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985818748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893016,0.0042493516,0.000042696207,0.0022126797,0.00067083153,0.00044934906,0.0013787121,0.00006870656,0.0016260628],"genre_scores_gemma":[0.9948908,0.00008286097,0.00029947987,0.004222208,0.00022004978,0.000013382041,0.00015920833,0.000008206248,0.00010377451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874043,0.00004117914,0.00030349477,0.00032409374,0.00019662223,0.00039415533],"domain_scores_gemma":[0.9987192,0.00022438276,0.000059167127,0.00033296092,0.00013807067,0.00052619376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066141074,0.0001483357,0.0005010067,0.000038405222,0.00006879931,0.000017412205,0.000067005676,0.00019201619,0.00024012207],"category_scores_gemma":[0.00017574178,0.00012794833,0.000052888925,0.00014544441,0.00004980026,0.000049631075,0.0000574543,0.0001106904,0.0013851159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005097255,0.000441801,0.985505,0.00023256999,0.00023068942,0.00028402577,0.00020793175,3.6760724e-7,0.00030803346,0.0074860496,0.0047396105,0.00005423984],"study_design_scores_gemma":[0.013861512,0.00063908694,0.90587366,0.0018355901,0.00039276437,0.0002109078,0.0002154951,0.000037730304,0.0032546096,0.006994966,0.06622853,0.00045517055],"about_ca_topic_score_codex":0.0015163203,"about_ca_topic_score_gemma":0.00030169703,"teacher_disagreement_score":0.07963132,"about_ca_system_score_codex":0.00007171121,"about_ca_system_score_gemma":0.0002373731,"threshold_uncertainty_score":0.99939245},"labels":[],"label_agreement":null},{"id":"W2987650398","doi":"10.1016/j.gheart.2019.08.005","title":"Developing the Core Pillars of Training Global Cardiovascular Health Researchers: Companionship, Light, and Fuel","year":2019,"lang":"en","type":"editorial","venue":"Global Heart","topic":"Global Health and Surgery","field":"Medicine","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":"Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"National Heart, Lung, and Blood Institute; World Heart Federation; UnitedHealth Group; University of Washington; Duke Kunshan University; Northwestern University; York University; School of Medicine, New York University; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Checklist; Global health; Observational study; Medical education; Systematic review; Public health; Family medicine; MEDLINE; Pathology; Psychology; Political science","score_opus":0.15216443350511097,"score_gpt":0.4025229795706088,"score_spread":0.2503585460654978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987650398","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":[0.017435834,0.1663037,0.000109037406,0.016877074,0.78396535,0.0038445117,0.0022515496,0.00022575755,0.008987165],"genre_scores_gemma":[0.23545167,0.018071292,0.0044228365,0.0075176153,0.73205245,0.000114108996,0.0017434534,0.00018963669,0.00043695886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99403137,0.0004946253,0.0009414651,0.0007597422,0.002353033,0.0014197786],"domain_scores_gemma":[0.99663454,0.00064369646,0.00025714084,0.0009907245,0.00066499686,0.000808878],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003967157,0.0004782975,0.0020752142,0.00007333406,0.00027504403,0.000052042276,0.0003001578,0.0008323089,0.000010540903],"category_scores_gemma":[0.0017770808,0.0003604846,0.00059199845,0.00078812346,0.00023516772,0.00006489114,0.00023596658,0.0011126631,0.000049778337],"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":[0.0003674592,0.000035410492,0.0067188223,0.0029570477,0.0003850731,0.000038618044,0.00019087717,0.0000026311268,3.325965e-7,0.0010973117,0.9834002,0.0048061805],"study_design_scores_gemma":[0.0013272396,0.0003833142,0.014391206,0.001829108,0.00013068874,0.00020096925,0.0008364031,0.000012451246,4.2530704e-7,0.0006019732,0.98001724,0.00026895865],"about_ca_topic_score_codex":0.002717522,"about_ca_topic_score_gemma":0.00026625794,"teacher_disagreement_score":0.21801583,"about_ca_system_score_codex":0.001644016,"about_ca_system_score_gemma":0.010010855,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W2988335643","doi":"10.1001/jamasurg.2019.4547","title":"A Consensus Framework for the Humanitarian Surgical Response to Armed Conflict in 21st Century Warfare","year":2019,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"World Health Organization","keywords":"Medicine; Delphi method; Medical emergency","score_opus":0.037704762656263956,"score_gpt":0.3238805929929291,"score_spread":0.28617583033666516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988335643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609879,0.0015439098,0.000016338658,0.032530855,0.0019520877,0.0016347945,0.00008044028,0.00007432546,0.0011793264],"genre_scores_gemma":[0.9877384,0.00020969247,0.00023935463,0.010504059,0.00043599913,0.0001469218,0.00003851368,0.00003951901,0.0006475558],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731594,0.00030622742,0.0006508153,0.00041628355,0.00038161775,0.00092913274],"domain_scores_gemma":[0.97885436,0.019753646,0.00011040446,0.0006300734,0.00017764179,0.00047384555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032070947,0.00023022709,0.0007180292,0.0002859364,0.00012334202,0.00004277906,0.00011468693,0.00032454185,0.00035446993],"category_scores_gemma":[0.0052702404,0.00016665595,0.00031494786,0.0004991411,0.000071468596,0.000035663714,0.000050509225,0.0005228575,0.0002939899],"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":[0.1206841,0.000835727,0.65872157,0.0010207861,0.00021391608,0.0028233847,0.0025764257,0.000034444463,0.0003892967,0.01792546,0.15216435,0.042610507],"study_design_scores_gemma":[0.0013214906,0.00013239287,0.2590092,0.0004741676,0.000021346234,0.00014182329,0.0012409565,0.000055063265,0.00003976825,0.00015771715,0.7372076,0.00019845265],"about_ca_topic_score_codex":0.00021552885,"about_ca_topic_score_gemma":0.000032496588,"teacher_disagreement_score":0.58504325,"about_ca_system_score_codex":0.00017147906,"about_ca_system_score_gemma":0.00062082714,"threshold_uncertainty_score":0.6796033},"labels":[],"label_agreement":null},{"id":"W2988726130","doi":"10.1182/blood-2019-121796","title":"Training Pediatric Hematologists / Oncologists for Capacity Building in Ethiopia","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Capacity building; Medicine; Psychological intervention; Workforce; Developing country; Global health; Family medicine; Nursing; Economic growth; Public health","score_opus":0.06533702244886798,"score_gpt":0.33782648821614686,"score_spread":0.2724894657672789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988726130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523544,0.00036384867,0.00006256714,0.00038155398,0.00037893938,0.00063023635,0.0000074496866,0.000062834886,0.0028771376],"genre_scores_gemma":[0.9941202,0.000035702877,0.004722891,0.00078662694,0.00017935794,0.00004270197,0.000006830435,0.0000112548005,0.00009445699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987685,0.000034112578,0.00030353226,0.00024422962,0.00013807032,0.0005115526],"domain_scores_gemma":[0.9991691,0.00037387188,0.00007844333,0.00016724023,0.000049119535,0.0001622229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006655651,0.00010798243,0.00039938724,0.000121213736,0.000032696862,0.0000059535123,0.000059591897,0.00018912811,0.000023132061],"category_scores_gemma":[0.0006438498,0.00009584881,0.00008705667,0.00021104518,0.000021403317,0.000037074955,0.000016953121,0.00022965904,0.000029959907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010898898,0.0003179672,0.9949545,0.0008154834,0.000010211851,0.00006714985,0.00030756998,0.0000027613662,0.00054067606,0.001753751,0.00026864404,0.00085225876],"study_design_scores_gemma":[0.019787995,0.0014421436,0.9609167,0.0003941995,0.0001989893,0.00071979687,0.00059694867,0.00026730297,0.0029395588,0.0027410367,0.009392025,0.00060332555],"about_ca_topic_score_codex":0.000066580746,"about_ca_topic_score_gemma":0.000029343266,"teacher_disagreement_score":0.03403786,"about_ca_system_score_codex":0.00005332721,"about_ca_system_score_gemma":0.00025328863,"threshold_uncertainty_score":0.3908601},"labels":[],"label_agreement":null},{"id":"W2989575021","doi":"10.1186/s41256-019-0123-1","title":"A scoping review of non-communicable disease research capacity strengthening initiatives in low and middle-income countries","year":2019,"lang":"en","type":"review","venue":"Global Health Research and Policy","topic":"Global Health and Surgery","field":"Medicine","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":"Population Health Research Institute","funders":"Fogarty International Center; National Institutes of Health; University of Melbourne","keywords":"Capacity building; Non-communicable disease; Low and middle income countries; Checklist; Medicine; Capacity development; Public health; Political science; Developing country; Public relations; Economic growth; Environmental planning; Nursing; Psychology; Geography","score_opus":0.3475333239514989,"score_gpt":0.5816392352969944,"score_spread":0.23410591134549547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989575021","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":[0.0006880585,0.9868042,4.7658315e-7,0.0026007553,0.00005773411,0.006018086,0.00084239704,0.000016392249,0.002971901],"genre_scores_gemma":[0.0008942592,0.99739647,0.0001123856,0.0008980951,0.00020668375,0.00026529358,0.00012394071,0.000031532312,0.00007132802],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98995966,0.0034939165,0.001805498,0.0006947202,0.0015521676,0.0024940274],"domain_scores_gemma":[0.9921021,0.003259783,0.0004017784,0.0010279459,0.0008232873,0.0023851024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013834995,0.0004233036,0.003852913,0.0011478694,0.0004515103,0.00005904413,0.0003674938,0.00030520232,0.00002744042],"category_scores_gemma":[0.005238837,0.0003438391,0.00018820722,0.0029877168,0.0011296206,0.00017702965,0.00066674774,0.0021796206,0.000039564336],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018269016,0.00010771733,0.0011697378,0.90232974,0.000027412843,0.00003715722,0.00009821821,2.3636957e-8,1.7828343e-9,0.0020232315,0.00031579056,0.093708284],"study_design_scores_gemma":[0.00057841506,0.0006140485,0.0019786414,0.93500906,0.000026348634,0.00005011067,0.00006218661,0.000007482366,3.5068847e-8,0.00033221347,0.061174247,0.0001672329],"about_ca_topic_score_codex":0.008950347,"about_ca_topic_score_gemma":0.00048210047,"teacher_disagreement_score":0.09354105,"about_ca_system_score_codex":0.0014710925,"about_ca_system_score_gemma":0.02675563,"threshold_uncertainty_score":0.99990135},"labels":[],"label_agreement":null},{"id":"W2989631583","doi":"10.1016/j.jpedsurg.2019.11.001","title":"Defining the critical pediatric surgical workforce density for improving surgical outcomes: a global study","year":2019,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Workforce; Developing country; Global health; Perforation; Pediatrics; Public health; Nursing","score_opus":0.07849320699707754,"score_gpt":0.4073472052664876,"score_spread":0.3288539982694101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989631583","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":[0.010447435,0.9790828,0.0000493947,0.00030306083,0.007906817,0.0019131093,0.000100476216,0.00005342293,0.00014349075],"genre_scores_gemma":[0.007083395,0.97442925,0.00016862365,0.00017783072,0.01778963,0.000066490975,0.000032720687,0.00010921223,0.00014284707],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897259,0.0011329124,0.0047286986,0.00075553486,0.0019264786,0.00173051],"domain_scores_gemma":[0.9591789,0.035089377,0.0026713312,0.00079658243,0.0010322236,0.0012315668],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010371254,0.0010071701,0.0075336723,0.00083550304,0.00034909547,0.00014387415,0.0005209445,0.0008995878,0.00005491947],"category_scores_gemma":[0.010026877,0.00058353815,0.0057505993,0.0020138638,0.000092315735,0.00021116046,0.00022489726,0.002107549,0.00009538051],"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":[0.0010234037,0.0016499035,0.5614531,0.033975363,0.00046264153,0.009412455,0.000035758705,0.0000014670062,5.6202215e-10,0.00029048638,0.033261966,0.35843343],"study_design_scores_gemma":[0.0036930249,0.0010696932,0.0067401957,0.0020074747,0.03296027,0.014269753,0.00024799132,0.000013226985,9.6467225e-9,0.00006235813,0.9376543,0.001281683],"about_ca_topic_score_codex":0.000025279298,"about_ca_topic_score_gemma":0.0000028526945,"teacher_disagreement_score":0.90439236,"about_ca_system_score_codex":0.0007370131,"about_ca_system_score_gemma":0.0074727354,"threshold_uncertainty_score":0.9996616},"labels":[],"label_agreement":null},{"id":"W29903085","doi":"10.1007/s12630-012-9720-x","title":"Erratum to: Society position statement","year":2012,"lang":"en","type":"erratum","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; Southlake Regional Health Center; University Health Network; Hamilton Health Sciences; University of Toronto; University of Calgary; McMaster University; Queen's University; University of British Columbia; Université Laval; Population Health Research Institute","funders":"","keywords":"Position statement; Statement (logic); Position (finance); Political science; Epistemology; Philosophy; Medicine; Business; Family medicine; Finance","score_opus":0.015107019562090877,"score_gpt":0.25784907301771903,"score_spread":0.24274205345562816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29903085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44981238,0.08788698,0.00014747339,0.25237343,0.14488234,0.0039708745,0.00041256988,0.00013599571,0.060377933],"genre_scores_gemma":[0.5438723,0.0060601775,0.005266543,0.025028871,0.075911425,0.000051238225,0.0012336669,0.0012649106,0.3413109],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.9923436,0.00024411896,0.0023618476,0.0004288345,0.0015284547,0.0030931295],"domain_scores_gemma":[0.9784151,0.00006847498,0.0017320532,0.0005308519,0.0021975893,0.017055975],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003495894,0.0008868946,0.0019638927,0.0015437185,0.00082638726,0.00033827723,0.00069049513,0.0012046903,0.00079231],"category_scores_gemma":[0.00029093496,0.00079843483,0.0013803332,0.0008521957,0.00020438996,0.0004720179,0.00001687327,0.0045883413,0.0001341912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014844075,0.000048407328,0.0007837154,0.00026569652,0.00022608519,0.30820382,0.00082537066,0.000009724014,0.0000034490686,0.00003695298,0.68803585,0.0014125087],"study_design_scores_gemma":[0.00048071053,0.0010352479,0.0030796567,0.0012001676,0.00037873402,0.51392287,0.00038805357,0.0000036427639,0.00000307059,0.00007084062,0.47905424,0.00038279154],"about_ca_topic_score_codex":0.010945278,"about_ca_topic_score_gemma":0.0124475155,"teacher_disagreement_score":0.28093293,"about_ca_system_score_codex":0.006785197,"about_ca_system_score_gemma":0.043923266,"threshold_uncertainty_score":0.99944663},"labels":[],"label_agreement":null},{"id":"W2990659852","doi":"10.1044/2019_pers-sig17-2019-0007","title":"Looking Through the Kaleidoscope: Stakeholder Perspectives on an International Speech-Language Pathology Placement","year":2019,"lang":"en","type":"article","venue":"Perspectives of the ASHA Special Interest Groups","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"General partnership; Agency (philosophy); Stakeholder; Speech-Language Pathology; Work (physics); Conversation; Medical education; Kaleidoscope; Public relations; Best practice; Psychology; Pedagogy; Sociology; Political science; Medicine; Social science","score_opus":0.03530185479157762,"score_gpt":0.32890759733328884,"score_spread":0.29360574254171123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990659852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93036115,0.00050990423,0.000025569498,0.0045720492,0.0031191881,0.00084902503,0.00005527005,0.00004397581,0.06046389],"genre_scores_gemma":[0.99309504,0.00014376423,0.00018719917,0.0012401756,0.0028609023,0.00001736766,0.000013348059,0.00003699682,0.0024052307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976471,0.00025297928,0.00043784193,0.00061299844,0.000559197,0.000489852],"domain_scores_gemma":[0.99817634,0.00021047234,0.0002782096,0.00097014545,0.00024708817,0.00011776102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045233287,0.0002958266,0.00045579034,0.00012278557,0.0001591526,0.000047805013,0.00067548355,0.00012414657,0.0025644903],"category_scores_gemma":[0.00038629893,0.00017879163,0.00029541503,0.00023256565,0.00040491138,0.00025169912,0.00025266584,0.000645298,0.00016517412],"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":[0.013105493,0.006985048,0.08080005,0.00028149164,0.0013386722,0.00045655714,0.47395533,0.00021032734,0.023989975,0.36896715,0.020249877,0.009660042],"study_design_scores_gemma":[0.0036586889,0.0021799093,0.211124,0.0006544689,0.00014053384,0.00032083053,0.764188,0.00013760065,0.004020718,0.0017363443,0.011314569,0.00052435085],"about_ca_topic_score_codex":0.00017721728,"about_ca_topic_score_gemma":0.00018873808,"teacher_disagreement_score":0.3672308,"about_ca_system_score_codex":0.0005073473,"about_ca_system_score_gemma":0.00011746969,"threshold_uncertainty_score":0.9983473},"labels":[],"label_agreement":null},{"id":"W2991085893","doi":"10.1097/01.aoa.0000603632.75640.94","title":"Improving Access to Safe Anesthetic Care in Rural and Remote Communities in Affluent Countries","year":2019,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Rural area; Health care; Developing country; Economic growth; Nursing","score_opus":0.011340253065313489,"score_gpt":0.2654576699276614,"score_spread":0.2541174168623479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991085893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897495,0.00619037,0.0000011370382,0.0013855415,0.00009677664,0.0008926678,0.0000021848198,0.000039485887,0.0016423555],"genre_scores_gemma":[0.99608004,0.00050755654,0.00010077713,0.0030241157,0.000021848135,0.000013763067,0.00002807413,0.000026302196,0.00019753548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983401,0.00010095485,0.0004183763,0.00022018427,0.00029898118,0.0006214113],"domain_scores_gemma":[0.99870723,0.00043579104,0.000078616664,0.0004110589,0.00009573445,0.00027155364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028497126,0.00022358849,0.0005343149,0.00062216946,0.00006652255,0.0000792873,0.00018022668,0.00013796939,0.00003276198],"category_scores_gemma":[0.00012399306,0.00020259753,0.00004383584,0.0008248527,0.00006677718,0.00019019625,0.000066253575,0.0002720483,0.000080400605],"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":[0.00028085237,0.000044560442,0.9629362,0.00058914133,0.0000022702359,0.00054735126,0.0021737898,0.000024524928,0.0000066541384,0.000091400325,0.000029191551,0.033274066],"study_design_scores_gemma":[0.001394062,0.00032689905,0.9678915,0.0008585566,0.000012939742,0.00061614416,0.009655414,0.00019516767,0.0000351191,0.00001295935,0.018741952,0.00025928888],"about_ca_topic_score_codex":0.007013481,"about_ca_topic_score_gemma":0.0006811996,"teacher_disagreement_score":0.033014778,"about_ca_system_score_codex":0.00033589968,"about_ca_system_score_gemma":0.00022203289,"threshold_uncertainty_score":0.9995989},"labels":[],"label_agreement":null},{"id":"W2991297305","doi":"10.1016/j.jogc.2019.08.027","title":"The SOGC's Involvement in International Work in Obstetrics and Gynaecology","year":2019,"lang":"en","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia; B.C. Women's Hospital & Health Centre; The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Reproductive health; Obstetrics and gynaecology; Work (physics); Nursing; Obstetrics; Pregnancy; Environmental health; Population","score_opus":0.010587233508641526,"score_gpt":0.25451146573273614,"score_spread":0.24392423222409462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991297305","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":[0.06955661,0.030423228,9.3994555e-7,0.0011536743,0.89777714,0.00030559278,0.0000363726,0.0000020053583,0.0007444587],"genre_scores_gemma":[0.895423,0.04215105,0.00022159246,0.0028475241,0.05681659,0.000033485714,0.00014278921,0.00009559653,0.002268365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657196,0.00016788077,0.001354402,0.0003025031,0.00093593757,0.000667289],"domain_scores_gemma":[0.9528578,0.044927213,0.0009069126,0.00021500893,0.0007012204,0.00039182795],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014136317,0.0002752298,0.0010128146,0.0008814147,0.00008918483,0.000045423752,0.00029572897,0.0008811719,0.00008338508],"category_scores_gemma":[0.06327298,0.00021271492,0.0000829884,0.00076125254,0.00011427003,0.00006389148,0.0001528623,0.002188057,9.474874e-7],"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":[0.000052476596,0.0001107401,0.28670922,0.00016574467,0.00012468972,0.0062418175,0.000083710474,0.000017139682,7.275988e-8,0.000035612487,0.5536001,0.15285869],"study_design_scores_gemma":[0.003100876,0.00028568914,0.3155503,0.000025767144,0.00004116527,0.000013606466,0.0002786541,0.000020207848,1.6380338e-7,0.000057788886,0.68049747,0.00012832259],"about_ca_topic_score_codex":0.012105106,"about_ca_topic_score_gemma":0.07421128,"teacher_disagreement_score":0.84096056,"about_ca_system_score_codex":0.005869964,"about_ca_system_score_gemma":0.010452099,"threshold_uncertainty_score":0.9979463},"labels":[],"label_agreement":null},{"id":"W2991925684","doi":"10.36834/cmej.36914","title":"Ethical globalization? Decolonizing theoretical perspectives for internationalization in Canadian medical education","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":21,"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 British Columbia","funders":"University of British Columbia","keywords":"Globalization; Internationalization; Context (archaeology); Sociology; Reflexivity; Inclusion (mineral); Curriculum; Colonialism; Political science; Internationalization of Higher Education; Public relations; Social science; Higher education; Pedagogy; Law","score_opus":0.009469153696086316,"score_gpt":0.36670065008586206,"score_spread":0.35723149638977575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991925684","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":[0.11530562,0.0015408352,0.0021484098,0.83421314,0.009005207,0.0011169679,0.000027044318,0.00004262358,0.036600158],"genre_scores_gemma":[0.8246138,0.00016625038,0.00071930734,0.17083223,0.0032448042,0.000056710225,0.00011517057,0.000023185512,0.00022854008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671507,0.00022136819,0.0006867798,0.00032520073,0.0011701196,0.0008814763],"domain_scores_gemma":[0.9756573,0.00017097803,0.00011498407,0.00018021172,0.0022175787,0.021658946],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030355135,0.00017164393,0.0002719565,0.00092901854,0.0004071374,0.00008756462,0.00026070696,0.00090657524,0.046650566],"category_scores_gemma":[0.09714727,0.00016611839,0.00009708209,0.00062702235,0.00049016555,0.00012800714,0.000011793558,0.0011176949,0.00008483535],"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":[0.00009175524,0.0003157865,0.032385327,0.000057977493,0.000029250314,0.000051634735,0.001683477,8.46255e-7,6.913287e-7,0.620061,0.29911748,0.046204813],"study_design_scores_gemma":[0.0016877064,0.00029057427,0.052202687,0.0013679973,0.000050009512,0.0035432756,0.0047905436,0.008147001,0.000005203822,0.018011829,0.9095311,0.0003720475],"about_ca_topic_score_codex":0.1725357,"about_ca_topic_score_gemma":0.81647134,"teacher_disagreement_score":0.7093082,"about_ca_system_score_codex":0.0034588678,"about_ca_system_score_gemma":0.38077208,"threshold_uncertainty_score":0.95422095},"labels":[],"label_agreement":null},{"id":"W2994160107","doi":"10.36834/cmej.36826","title":"Tackling challenges of global health electives: Resident experiences of a structured and supervised medicine elective within an existing global health partnership","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"General partnership; Curriculum; Medical education; Global health; Medicine; Psychology; Public health; Nursing; Political science; Pedagogy","score_opus":0.05492084537262814,"score_gpt":0.4248504557724948,"score_spread":0.36992961039986666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994160107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90514565,0.017909933,0.000030157236,0.07397806,0.0011325205,0.0003208334,0.000010796487,0.000009780199,0.0014622508],"genre_scores_gemma":[0.98948604,0.0013161874,0.0004775274,0.0079095075,0.0007739518,0.000009571171,0.000008473813,0.000008488911,0.000010262302],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684525,0.0003617964,0.00094880245,0.0003060313,0.0008690464,0.0006690615],"domain_scores_gemma":[0.98803914,0.00006252839,0.0008986693,0.00030412286,0.00055835646,0.01013717],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026633113,0.0001816252,0.0006997059,0.00012872518,0.0006511826,0.000029603323,0.00025326107,0.0001588533,0.0003510217],"category_scores_gemma":[0.013756572,0.00014999813,0.0000541734,0.00019302948,0.00058709783,0.00017652096,0.000016088026,0.00042833993,3.3453014e-7],"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":[0.0009319163,0.0003922234,0.17090625,0.0017537473,0.00021552011,0.00012480601,0.22623807,0.000003069807,0.000011645014,0.03776665,0.018609568,0.54304653],"study_design_scores_gemma":[0.0021562355,0.0024592748,0.72565675,0.0037237462,0.00003633973,0.002387484,0.25526804,0.00024608316,0.000014661978,0.0070526847,0.00077712495,0.00022159379],"about_ca_topic_score_codex":0.0718942,"about_ca_topic_score_gemma":0.15825371,"teacher_disagreement_score":0.5547505,"about_ca_system_score_codex":0.0013571044,"about_ca_system_score_gemma":0.10365116,"threshold_uncertainty_score":0.994551},"labels":[],"label_agreement":null},{"id":"W2994247308","doi":"","title":"UBCMJ congratulates Mr. Michael Suen, winner of the Pollock Clinics Distinguished Writing Award for Issue 1.2: Global Health","year":2010,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Global Health and Surgery","field":"Medicine","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":"Pollock; Medicine; Management; History; Art history; Economics","score_opus":0.025397219874233205,"score_gpt":0.3971067175058224,"score_spread":0.37170949763158917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994247308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7000548,0.0017915319,0.0006288155,0.28870752,0.0068668867,0.00082264113,0.00027527567,0.000045943023,0.0008065608],"genre_scores_gemma":[0.9757788,0.00027697705,0.0023724055,0.015699813,0.0054268218,0.000006867286,0.00009372753,0.00003198982,0.00031259077],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99370855,0.00020323611,0.0025372615,0.0003383599,0.0022524423,0.00096015976],"domain_scores_gemma":[0.9940109,0.0007952433,0.0013163474,0.0004316834,0.0014454435,0.0020003447],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063879173,0.0003282377,0.0015359711,0.000104713195,0.0003227628,0.000011408382,0.0005243391,0.00043318936,0.0003901883],"category_scores_gemma":[0.026498003,0.00018521307,0.00048053623,0.00045719882,0.0012846452,0.000057751866,0.00010488391,0.0017061977,0.000004939723],"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":[0.0012019676,0.0006421193,0.36344007,0.0017619586,0.00030749565,0.00012924531,0.0010139114,0.000002913114,0.000833485,0.0016048986,0.52217746,0.106884465],"study_design_scores_gemma":[0.035769586,0.005385602,0.37788305,0.012102949,0.0007927526,0.008971991,0.0059263203,0.0025230716,0.0008316114,0.005127287,0.54395133,0.0007344573],"about_ca_topic_score_codex":0.00055341725,"about_ca_topic_score_gemma":0.00015937084,"teacher_disagreement_score":0.275724,"about_ca_system_score_codex":0.00013116954,"about_ca_system_score_gemma":0.0028184974,"threshold_uncertainty_score":0.9817022},"labels":[],"label_agreement":null},{"id":"W2994329629","doi":"10.1017/s1049023x19005107","title":"Comparing Resource Management Skills in a High- versus Low-Resource Simulation Scenario: A Pilot Study","year":2019,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Alberta","funders":"","keywords":"Resource (disambiguation); Interpersonal communication; Medicine; Nursing; Resource management (computing); Medical education; Psychology; Computer science","score_opus":0.020346398161480414,"score_gpt":0.28577983726385375,"score_spread":0.2654334391023733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994329629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814751,0.0003768472,0.000026287717,0.0006067992,0.00034182786,0.0015247312,0.0000015367224,0.000054088687,0.015592793],"genre_scores_gemma":[0.99808216,0.0000106978505,0.000033822424,0.0006797084,0.0001538998,0.000028086843,0.000035703004,0.000019553523,0.00095636566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981216,0.00006824331,0.00047262583,0.00043653813,0.00045216823,0.00044879605],"domain_scores_gemma":[0.99904037,0.00020316661,0.00008276007,0.00032995988,0.000029218352,0.0003145005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265353,0.00022206911,0.00055280543,0.00019140413,0.000050395505,0.00001421785,0.000076384335,0.000039100192,0.00009475077],"category_scores_gemma":[0.00006156328,0.00016802808,0.000027535094,0.00025962695,0.00007363802,0.000087010536,0.00013187906,0.00020489853,0.00005699863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006687343,0.00227454,0.97531176,0.0007568561,0.00008769134,0.00018472264,0.0062871184,0.00070443103,0.000021376023,0.00022693226,0.00048150995,0.0069757258],"study_design_scores_gemma":[0.022356616,0.0068143527,0.9546007,0.0010991789,0.00011046269,0.0000066126595,0.010239337,0.002678213,0.0000012599567,0.00005504288,0.0018250457,0.00021320413],"about_ca_topic_score_codex":0.0002721206,"about_ca_topic_score_gemma":0.00005120236,"teacher_disagreement_score":0.02071108,"about_ca_system_score_codex":0.00008133143,"about_ca_system_score_gemma":0.000013747757,"threshold_uncertainty_score":0.68519866},"labels":[],"label_agreement":null},{"id":"W2994706690","doi":"10.1016/j.jcf.2019.10.024","title":"Disruption in research publishing – the open access revolution","year":2019,"lang":"en","type":"editorial","venue":"Journal of Cystic Fibrosis","topic":"Global Health and Surgery","field":"Medicine","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":"Osteoporosis Australia","keywords":"Publishing; Open access publishing; Library science; Medicine; Scholarly communication; Publication; Scopus; Public relations; Political science; MEDLINE; Computer science; Law","score_opus":0.1292775447495466,"score_gpt":0.4835403893960154,"score_spread":0.3542628446464688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994706690","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":[0.00702084,0.0041394434,0.00008834239,0.008123167,0.9742656,0.0011282508,0.00007854898,0.000007961331,0.005147849],"genre_scores_gemma":[0.058316533,0.001688297,0.00046119935,0.00025262107,0.93689156,0.000024843266,0.00016743905,0.000055609224,0.0021419306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467087,0.0007331486,0.0011699788,0.0002468225,0.0025716613,0.0006075497],"domain_scores_gemma":[0.9908275,0.0053667002,0.0008938055,0.0004782935,0.0021360596,0.0002976408],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014756356,0.00017712144,0.0008325668,0.00071064377,0.00014538938,0.0015783655,0.001563739,0.00074645143,0.00007736204],"category_scores_gemma":[0.030123614,0.00010999669,0.0001927837,0.00095720246,0.000076717806,0.0022243306,0.00062078837,0.0039753485,0.000028570616],"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":[0.002250764,0.00007954756,0.0019381337,0.00078401726,0.000028637467,0.00006647192,0.00007666082,0.000011474069,0.000034256118,0.00003626172,0.9921949,0.0024989068],"study_design_scores_gemma":[0.0014362216,0.0005121864,0.021568025,0.0054937927,0.00008440644,0.000063469626,0.00013332863,0.000055918077,0.0000040732957,0.00070419855,0.9698399,0.00010453695],"about_ca_topic_score_codex":0.0015377201,"about_ca_topic_score_gemma":0.00009206426,"teacher_disagreement_score":0.05129569,"about_ca_system_score_codex":0.0013402541,"about_ca_system_score_gemma":0.0042990646,"threshold_uncertainty_score":0.9994581},"labels":[],"label_agreement":null},{"id":"W2994895525","doi":"10.1542/peds.2019-1655","title":"Global Health Experience and Interest: Results From the AAP Periodic Survey","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Family medicine; Pediatrics; Preference; Demography; Internal medicine","score_opus":0.04326813090028563,"score_gpt":0.3428780381397786,"score_spread":0.29960990723949293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994895525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899863,0.0040022694,0.00002541838,0.0035952616,0.0009072475,0.0002899331,0.00050894474,0.000035850815,0.0006488012],"genre_scores_gemma":[0.9924729,0.0016677283,0.00011088288,0.005121774,0.00035483483,0.000003426343,0.00013247717,0.000006498508,0.00012946186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860936,0.00013225467,0.00034159183,0.0002942641,0.00023720808,0.00038529912],"domain_scores_gemma":[0.9985997,0.0005061474,0.00011195865,0.00035667408,0.00007238789,0.0003531329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008290341,0.00011302626,0.0002513495,0.000022159637,0.000095634976,0.000029575624,0.00009846032,0.00007019444,0.000035698886],"category_scores_gemma":[0.0010003345,0.00007601094,0.000037843074,0.00032709975,0.000052618656,0.000045685312,0.00007175532,0.00014943776,0.00010364129],"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":[0.00033809905,0.000026111562,0.9687782,0.000031943637,0.000002561943,0.000006865041,0.0007202583,3.849816e-7,5.1015024e-7,0.000044179767,0.025909228,0.004141688],"study_design_scores_gemma":[0.0008148059,0.00013099637,0.9838254,0.000018354682,0.0000072020225,0.000017443897,0.00032278715,0.00005964643,3.7241304e-7,0.000043400785,0.014690335,0.00006925405],"about_ca_topic_score_codex":0.0075853462,"about_ca_topic_score_gemma":0.00082822755,"teacher_disagreement_score":0.015047231,"about_ca_system_score_codex":0.000106078456,"about_ca_system_score_gemma":0.00047175726,"threshold_uncertainty_score":0.9990232},"labels":[],"label_agreement":null},{"id":"W2995252593","doi":"10.1007/s00268-019-05329-9","title":"The Scale‐Up of the Global Surgical Workforce: Can Estimates be Achieved by 2030?","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation","funders":"","keywords":"Workforce; Scale (ratio); Population; Medicine; Developing country; Demography; Economic growth; Environmental health; Geography; Economics; Sociology","score_opus":0.02110954421394245,"score_gpt":0.29568453514974025,"score_spread":0.2745749909357978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995252593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96546626,0.0064522726,0.0000027755036,0.019019393,0.003111976,0.00019096331,0.000032285294,0.000012333445,0.005711718],"genre_scores_gemma":[0.9942657,0.0008037697,0.00003426937,0.0013942791,0.00024628942,0.0000016919764,0.0000050861427,0.000015761783,0.0032331555],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716026,0.00016606695,0.0010843799,0.00014408297,0.00083965895,0.0006055537],"domain_scores_gemma":[0.99638337,0.0018160109,0.00070884725,0.00038441175,0.00028625235,0.00042111406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020205362,0.00019542829,0.0007789955,0.00008576552,0.00016872183,0.00002863961,0.00024120006,0.00008815359,0.00012740633],"category_scores_gemma":[0.00035349285,0.000099070756,0.00062651635,0.00074017583,0.00022405852,0.00007681786,0.000060384507,0.0004936854,0.000010704489],"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":[0.00109045,0.000088566725,0.81986845,0.00006565395,0.00007082153,0.000046150748,0.00002447425,0.000009047982,0.0000756733,0.0002379072,0.16971871,0.008704111],"study_design_scores_gemma":[0.0017774589,0.000114544586,0.42274752,0.0014594726,0.00017284752,0.0016546728,0.00025126015,0.00006310506,0.00075745257,0.0004856712,0.57027423,0.00024178343],"about_ca_topic_score_codex":0.0000829004,"about_ca_topic_score_gemma":0.000064102474,"teacher_disagreement_score":0.4005555,"about_ca_system_score_codex":0.00018545378,"about_ca_system_score_gemma":0.00071971974,"threshold_uncertainty_score":0.40399882},"labels":[],"label_agreement":null},{"id":"W2995551019","doi":"10.1007/s00264-019-04466-z","title":"Conflicts, military medicine and war casualties in international Orthopaedics","year":2019,"lang":"en","type":"editorial","venue":"International Orthopaedics","topic":"Global Health and Surgery","field":"Medicine","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":"St. Michael's Hospital","funders":"","keywords":"Orthopedic surgery; Medicine; Military medicine; Surgery; Law; Political science","score_opus":0.017418664586733593,"score_gpt":0.32872569361740395,"score_spread":0.31130702903067037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995551019","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":[0.011021834,0.013705007,0.000035732635,0.012505399,0.94524324,0.00077329343,0.0010188892,0.00012892783,0.015567685],"genre_scores_gemma":[0.010847635,0.06250957,0.00046365743,0.007919542,0.89365685,0.00009149002,0.010714919,0.00018250471,0.013613836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933533,0.00011386326,0.0016358261,0.000995395,0.0031632208,0.0007384028],"domain_scores_gemma":[0.99479806,0.0018706169,0.00043171502,0.0005197306,0.00179247,0.00058743055],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016077799,0.0006756392,0.0012883772,0.0012292264,0.000069965296,0.000023129258,0.00050819584,0.0013127781,0.00067499164],"category_scores_gemma":[0.008733818,0.0006127448,0.00030411995,0.0002972049,0.00043297766,0.00025050293,0.00032070407,0.0021880227,0.00012599045],"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":[0.0010186853,0.00016641409,0.04261476,0.00056262215,0.00029861415,0.000984719,0.0005305072,0.000009465428,0.0000048710476,0.00026229376,0.94729656,0.0062504737],"study_design_scores_gemma":[0.0042874557,0.0003058275,0.0068458864,0.0019602317,0.00012254268,0.00017552666,0.00037286937,0.0007998121,0.0000013001121,0.00013795706,0.98455006,0.00044050734],"about_ca_topic_score_codex":0.0019489811,"about_ca_topic_score_gemma":0.00053648336,"teacher_disagreement_score":0.051586382,"about_ca_system_score_codex":0.0007479872,"about_ca_system_score_gemma":0.0013604233,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W2995722100","doi":"10.1016/j.bja.2019.10.022","title":"Promoting anaesthesia providers' non-technical skills through the Vital Anaesthesia Simulation Training (VAST) course in a low-resource setting","year":2019,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Global Health and Surgery","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Workforce; Focus group; Resource (disambiguation); Medical education; Medicine; Nursing; Cognitive skill; Empowerment; Psychology; Cognition; Computer science; Business","score_opus":0.00965200678563572,"score_gpt":0.27635015518183104,"score_spread":0.2666981483961953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995722100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190056,0.0015542727,0.00021039876,0.004432605,0.00010606465,0.001107936,0.0000032823455,0.0000547149,0.00063015264],"genre_scores_gemma":[0.9949149,0.0001663758,0.0015189461,0.0029318267,0.00031295893,0.000011498012,0.000009819121,0.00007763571,0.00005607169],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954761,0.0003790311,0.0016257035,0.00044520356,0.0010041452,0.001069778],"domain_scores_gemma":[0.9977244,0.00025829716,0.0009334925,0.00038259893,0.00029310893,0.00040811172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030679095,0.000359681,0.0010428862,0.00021129321,0.00023507931,0.00017539704,0.00037729167,0.00031340643,0.000033920016],"category_scores_gemma":[0.00059700635,0.00031927793,0.00045262303,0.0007317219,0.00017009715,0.00064534537,0.00004355489,0.0013252995,0.000024342226],"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":[0.0011078554,0.0017933734,0.23159689,0.00071713194,0.00014177761,0.017316015,0.010426607,0.01264845,0.0002997011,0.0001006574,0.0025284088,0.72132313],"study_design_scores_gemma":[0.009771673,0.005331928,0.86579686,0.019271288,0.00039823528,0.04925504,0.010094257,0.025675151,0.00013630737,0.00069783546,0.012243493,0.0013279528],"about_ca_topic_score_codex":0.00016850053,"about_ca_topic_score_gemma":0.00006186072,"teacher_disagreement_score":0.7199952,"about_ca_system_score_codex":0.00027111318,"about_ca_system_score_gemma":0.00095134816,"threshold_uncertainty_score":0.9999259},"labels":[],"label_agreement":null},{"id":"W2996285444","doi":"10.1016/s2214-109x(19)30459-0","title":"World RePORT: a database for mapping biomedical research funding","year":2019,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Institutes of Health Research","funders":"World Health Organization","keywords":"Global health; Political science; Pandemic; Library science; Portfolio; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Public relations; Database; Business; Medicine; Health care; Family medicine; Finance; Computer science; Disease","score_opus":0.2165208038433338,"score_gpt":0.5001475561632076,"score_spread":0.2836267523198738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996285444","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":[0.45442352,0.00816767,0.0039021326,0.47951996,0.00460423,0.006453539,0.0007732316,0.00043668586,0.04171902],"genre_scores_gemma":[0.9454329,0.0006091556,0.0063590356,0.039284073,0.0036585317,0.00008638971,0.000672161,0.000031534877,0.0038662413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961915,0.00021275147,0.0005288361,0.00043358325,0.0007913864,0.0018419273],"domain_scores_gemma":[0.9974748,0.00044667796,0.00015141963,0.0009438083,0.00016539876,0.00081789604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010172897,0.00013591922,0.0006282749,0.000102348284,0.00040186272,0.000026558293,0.00023742867,0.000068631845,0.00016704352],"category_scores_gemma":[0.000605419,0.00009379947,0.00009867259,0.0009885915,0.00014079094,0.00005354788,0.00012864683,0.00048678173,0.00042502527],"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":[0.0011158383,0.00015447564,0.06723725,0.0019116484,0.000039965802,0.00019218092,0.00021272889,7.6218294e-7,0.000039701314,0.013796952,0.8855181,0.029780416],"study_design_scores_gemma":[0.0018916394,0.00032138996,0.054863013,0.0008462642,0.000008251204,0.0006122081,0.0004968368,0.00062842394,0.0000020783186,0.0031046262,0.9371156,0.000109680775],"about_ca_topic_score_codex":0.001365026,"about_ca_topic_score_gemma":0.00041797865,"teacher_disagreement_score":0.49100935,"about_ca_system_score_codex":0.00067607075,"about_ca_system_score_gemma":0.0017195911,"threshold_uncertainty_score":0.5462982},"labels":[],"label_agreement":null},{"id":"W2996846796","doi":"10.18192/uojm.v9i2.4464","title":"Road Tripping Across North America: A Medical Student’s Perspective","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Sustainability; Health care; Medical education; Psychology; Public relations; Political science; Medicine; Computer science","score_opus":0.011883428047500498,"score_gpt":0.3101389760133692,"score_spread":0.29825554796586873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996846796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724122,0.0014465704,0.0003829022,0.014957299,0.0006089307,0.0001754156,0.000005616011,0.000011290946,0.009999757],"genre_scores_gemma":[0.9963413,0.00079992204,0.00019500281,0.0014784153,0.00027756937,2.1276366e-8,0.0000036977742,0.0000076158526,0.00089648424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976397,0.000091332055,0.0004785453,0.00015671736,0.0012896752,0.00034399738],"domain_scores_gemma":[0.9975263,0.00016492457,0.0005712873,0.00018572122,0.00083843037,0.0007133625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009835501,0.00013118394,0.0008624737,0.00023289588,0.000072368275,0.0000019430074,0.0002624606,0.000103863,0.0015238079],"category_scores_gemma":[0.0006313638,0.00010552961,0.000198943,0.00038722553,0.00040090058,0.00011245113,0.00005979976,0.0005318877,0.000033764296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017013887,0.0006448378,0.91125774,0.00028972005,0.0005870869,0.0037955714,0.016151112,0.000018500628,0.00013146093,0.00044439553,0.02593123,0.039046954],"study_design_scores_gemma":[0.016605647,0.0033623825,0.79423356,0.0015512153,0.00027252233,0.001260109,0.089966655,0.00012244619,0.000010070097,0.00002744198,0.09242911,0.00015883164],"about_ca_topic_score_codex":0.0008834166,"about_ca_topic_score_gemma":0.00010411635,"teacher_disagreement_score":0.11702417,"about_ca_system_score_codex":0.00026702895,"about_ca_system_score_gemma":0.0005764961,"threshold_uncertainty_score":0.99938893},"labels":[],"label_agreement":null},{"id":"W2998579741","doi":"10.1111/medu.14027","title":"Host perspective on academic supervision, health care provision and institutional partnership during short‐term electives in global health","year":2019,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"General partnership; Curriculum; Perspective (graphical); Thematic analysis; Context (archaeology); Medical education; Health care; Public relations; Host (biology); Psychology; Qualitative research; Nursing; Political science; Medicine; Sociology; Pedagogy","score_opus":0.01403995654379508,"score_gpt":0.4019006438750746,"score_spread":0.38786068733127954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998579741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468298,0.007181407,0.000007591869,0.04304637,0.0004925351,0.00087635056,0.0000064173473,0.0000369237,0.0015225968],"genre_scores_gemma":[0.98472404,0.0008550272,0.00004401391,0.013896052,0.0002798915,0.00003599312,0.0001011513,0.000008513688,0.000055306064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978052,0.00015826021,0.0004115265,0.00044840435,0.00068382727,0.0004927767],"domain_scores_gemma":[0.9988658,0.00005508984,0.00006669727,0.00016101684,0.00013332574,0.0007180821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060513424,0.00015184651,0.000341902,0.0001535114,0.0001460132,0.000009377521,0.00006654925,0.00018747727,0.0000681641],"category_scores_gemma":[0.00077194243,0.000129813,0.00003931986,0.0003473931,0.000085916625,0.00010896639,0.000029057372,0.00059468223,0.000026607806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087857596,0.00066445174,0.8753155,0.0013321923,0.000010880183,0.000009436164,0.008730014,0.0000021746769,0.000026813113,0.006897957,0.0035161932,0.10261584],"study_design_scores_gemma":[0.00092207006,0.0005566316,0.9888963,0.0014435708,0.0000030669485,0.000081212085,0.0061999564,0.00006551614,0.0000102178365,0.0001106686,0.0016106593,0.000100122335],"about_ca_topic_score_codex":0.0012226205,"about_ca_topic_score_gemma":0.00025105433,"teacher_disagreement_score":0.11358084,"about_ca_system_score_codex":0.003091699,"about_ca_system_score_gemma":0.012491046,"threshold_uncertainty_score":0.9931072},"labels":[],"label_agreement":null},{"id":"W2998596994","doi":"10.1016/s0140-6736(19)33179-4","title":"Wakley–Wu Lien Teh Prize Essay 2019: two generations of Chinese doctors","year":2019,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Lien; History; Demography; Medicine; Genealogy; Sociology; Political science; Law","score_opus":0.018039247594345397,"score_gpt":0.3224040672597305,"score_spread":0.3043648196653851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998596994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643427,0.00050271885,0.000018937966,0.0056667263,0.0005085175,0.00029360864,0.0000346356,0.000037427282,0.028594725],"genre_scores_gemma":[0.9911468,0.00009935299,0.00031679383,0.0025649385,0.0008788982,0.00000763422,0.0000365635,0.000009152533,0.0049398616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991794,0.00004876093,0.0002079958,0.00011446209,0.00017518258,0.00027415386],"domain_scores_gemma":[0.99914277,0.00010525046,0.000067920766,0.00052897586,0.000057679405,0.00009737951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004030604,0.00008465439,0.00037156857,0.000030347319,0.000043138465,0.0000065799554,0.00011805996,0.00003779295,0.00030229037],"category_scores_gemma":[0.00010908054,0.000046058398,0.00006171256,0.00016015959,0.000036106474,0.000035333887,0.00002878854,0.00013486699,0.00029632705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003266997,0.00011108349,0.89356387,0.00019344356,0.000046333156,0.000006243788,0.00064394344,0.000092300324,0.00678073,0.0044958894,0.09218146,0.001558004],"study_design_scores_gemma":[0.00396989,0.00020384745,0.85878366,0.00013289166,0.000049474587,0.000043486587,0.00006114081,0.0009953463,0.00092211476,0.0019634787,0.1326893,0.00018535157],"about_ca_topic_score_codex":0.00019742375,"about_ca_topic_score_gemma":0.000026724436,"teacher_disagreement_score":0.040507846,"about_ca_system_score_codex":0.000025235964,"about_ca_system_score_gemma":0.00014135911,"threshold_uncertainty_score":0.38087836},"labels":[],"label_agreement":null},{"id":"W2998806452","doi":"10.1007/978-3-030-32930-3_10","title":"Health from Above: Space-Based Healthcare Services in Africa","year":2019,"lang":"en","type":"book-chapter","venue":"Southern space studies","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Health care; Space (punctuation); Transformative learning; Life expectancy; Healthcare service; Business; Economic growth; Medicine; Computer science; Psychology; Economics; Environmental health; Population","score_opus":0.04110889874394713,"score_gpt":0.3103750590451837,"score_spread":0.26926616030123657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998806452","genre_codex":"review","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":[0.010142239,0.5650457,0.000009133485,0.19656469,0.002789684,0.0041171266,0.004524979,0.00050343113,0.21630299],"genre_scores_gemma":[0.17858024,0.021752572,0.00082673883,0.024109684,0.0019011055,0.00009441095,0.00093593285,0.00052206777,0.77127725],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963887,0.00009112605,0.0007882448,0.00088176137,0.0007394041,0.001110805],"domain_scores_gemma":[0.9973747,0.00032904465,0.00059407623,0.00082577433,0.000381386,0.0004949997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005491241,0.00072822697,0.0023877556,0.00033532587,0.00015933036,0.000017533472,0.00015917655,0.0004897609,0.0001432971],"category_scores_gemma":[0.000060202863,0.0006134831,0.00029118892,0.00014278266,0.00014725437,0.000030921972,0.00012595604,0.0009238529,0.0015466769],"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":[0.010495891,0.00097618054,0.41702953,0.09054915,0.005464257,0.0023689787,0.17135037,0.00007696288,0.000021483253,0.047475774,0.2072334,0.046958],"study_design_scores_gemma":[0.0038594985,0.0009419892,0.0064480044,0.017145427,0.00022464551,0.000008211845,0.027456695,0.00003162816,0.0000027135873,0.006547618,0.9361762,0.0011573879],"about_ca_topic_score_codex":0.0070774625,"about_ca_topic_score_gemma":0.017182896,"teacher_disagreement_score":0.72894275,"about_ca_system_score_codex":0.0007424467,"about_ca_system_score_gemma":0.0017050283,"threshold_uncertainty_score":0.99963164},"labels":[],"label_agreement":null},{"id":"W2999269567","doi":"10.1007/s00268-019-05363-7","title":"Surgical Task‐Sharing to Non‐specialist Physicians in Low‐Resource Settings Globally: A Systematic Review of the Literature","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Medicine; Abdominal surgery; Cardiac surgery; Task (project management); Systematic review; MEDLINE; General surgery; Intensive care medicine; Surgery; Engineering; Political science","score_opus":0.022951537034464706,"score_gpt":0.3180257090840062,"score_spread":0.29507417204954145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999269567","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":[0.000030721025,0.99216294,8.995973e-7,0.004162949,0.0008321572,0.0016978105,0.00007174733,0.000011470357,0.0010293215],"genre_scores_gemma":[0.00008093023,0.9904852,0.00002214388,0.007557959,0.001235318,0.00003030786,0.000029597568,0.000061928586,0.0004966342],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99216205,0.0007064715,0.0047311527,0.0003973779,0.001333261,0.0006697135],"domain_scores_gemma":[0.99321127,0.0014714595,0.003638907,0.00068796857,0.00041012102,0.0005802632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004406479,0.00058928295,0.009454433,0.0007388235,0.00006497797,0.000059549715,0.00064817467,0.00021644672,0.00003560707],"category_scores_gemma":[0.0022750536,0.00035323278,0.0034003905,0.004598857,0.000059906008,0.00009302443,0.00020697906,0.0016980862,0.00002329892],"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":[0.000063513435,0.0001073787,0.0001090325,0.90705174,0.00018544539,0.002658497,0.000087928776,3.9738356e-7,1.1167876e-7,0.000023309813,0.05909806,0.030614564],"study_design_scores_gemma":[0.00008951722,0.000013102144,0.000019508489,0.52733105,0.00074568833,0.0010842569,0.00001103978,3.9564767e-7,1.5024582e-7,0.0000021939063,0.47057155,0.00013158204],"about_ca_topic_score_codex":0.0000075769,"about_ca_topic_score_gemma":0.0000065134545,"teacher_disagreement_score":0.41147348,"about_ca_system_score_codex":0.0005335901,"about_ca_system_score_gemma":0.001375746,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W3000100016","doi":"10.1177/1028315319896756","title":"Policy Ideas and North–South Research Cooperation: The Case of Norway","year":2020,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Health and Surgery","field":"Medicine","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":"Norwegian; General partnership; Mainstream; Reputation; Context (archaeology); Global South; Perspective (graphical); Regional science; Political science; Sociology; Public relations; Social science; Economic geography; Economics; Geography","score_opus":0.18482055227281724,"score_gpt":0.511831176504005,"score_spread":0.32701062423118776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000100016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423323,0.002666935,0.000008721826,0.053448644,0.0006514249,0.00010682134,0.000003008472,9.693807e-7,0.0007811528],"genre_scores_gemma":[0.9953992,0.0014162625,0.0001868537,0.001814132,0.0010615103,0.000004981643,0.0000013343689,0.000003201812,0.00011255492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990734,0.00007186185,0.00043904645,0.00006581158,0.0002569129,0.00009299749],"domain_scores_gemma":[0.9973715,0.00026312354,0.00017322917,0.00005263376,0.0020595212,0.00008001816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074836944,0.00004627745,0.00015739592,0.0001675988,0.000066163324,0.00000896344,0.0000621915,0.000020369398,0.000015580516],"category_scores_gemma":[0.004518802,0.000030011253,0.00003220973,0.00034650028,0.00013259855,0.00008172439,0.00003872288,0.00024038159,0.0000028575116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029926135,0.0009920548,0.66353047,0.0012519246,0.000721495,0.0009877478,0.12443806,0.00022708296,0.0003124607,0.039782513,0.09126185,0.073501736],"study_design_scores_gemma":[0.00479322,0.0020099257,0.74154866,0.0019800395,0.000138043,0.010962919,0.19651052,0.001067269,0.00031145586,0.0065265247,0.033869922,0.00028148916],"about_ca_topic_score_codex":0.000105547464,"about_ca_topic_score_gemma":0.000049556103,"teacher_disagreement_score":0.078018196,"about_ca_system_score_codex":0.0001438728,"about_ca_system_score_gemma":0.00082995754,"threshold_uncertainty_score":0.54097545},"labels":[],"label_agreement":null},{"id":"W3000603055","doi":"10.1177/0194599819897265","title":"Global Burden of Head and Neck Cancer: Economic Consequences, Health, and the Role of Surgery","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Medicine; Workforce; Head and neck cancer; Global health; Incidence (geometry); Gross domestic product; Standardized mortality ratio; Disease burden; Demography; Environmental health; Cancer; Mortality rate; Surgery; Economic growth; Public health; Economics; Population; Internal medicine","score_opus":0.02118239999972042,"score_gpt":0.2924995477447489,"score_spread":0.27131714774502846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000603055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377816,0.031592358,0.0000015631199,0.02945749,0.00009700526,0.00025244177,0.00006734659,0.00001028771,0.0007399461],"genre_scores_gemma":[0.990178,0.0047068787,0.00005285869,0.0049534244,0.000079655525,0.000011034768,0.000008278427,0.0000044695526,0.000005416626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990152,0.00012163774,0.00039077282,0.00017293883,0.000058547368,0.00024090681],"domain_scores_gemma":[0.9991332,0.00024807017,0.0001807226,0.0001113135,0.00002905465,0.00029760282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027213732,0.00008579696,0.00068113767,0.000024332978,0.000036159865,0.0000021751398,0.00004157924,0.00007595842,0.00003704175],"category_scores_gemma":[0.00012493345,0.000062652085,0.000054462118,0.0000758926,0.00060120923,0.000022769838,0.00003702868,0.000078999175,0.0000021571352],"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":[0.001444856,0.0000110270375,0.98201257,0.00044311272,0.000045823963,0.000012263221,0.0003599914,0.0000031727252,0.00005900846,0.005873103,0.0016734943,0.008061589],"study_design_scores_gemma":[0.008666644,0.0013902592,0.8950864,0.00054726575,0.0001439847,0.0013941169,0.0015794081,0.0028175577,0.00039432713,0.0054796133,0.082161866,0.00033852033],"about_ca_topic_score_codex":0.0146800745,"about_ca_topic_score_gemma":0.00030098125,"teacher_disagreement_score":0.086926125,"about_ca_system_score_codex":0.000033858338,"about_ca_system_score_gemma":0.0009074682,"threshold_uncertainty_score":0.99188125},"labels":[],"label_agreement":null},{"id":"W3002145796","doi":"10.1097/nna.0000000000000843","title":"Disruptive Innovation: Impact for Practice, Policy, and Academia","year":2020,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Global Health and Surgery","field":"Medicine","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":"Disruptive innovation; Workforce; Equity (law); China; Workforce development; Public relations; Political science; Health care; Nursing practice; Global Leadership; Health equity; Business; Nursing; Medicine; Marketing","score_opus":0.08659973410219833,"score_gpt":0.4779236885648534,"score_spread":0.39132395446265505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002145796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5927822,0.0005065582,0.0041299327,0.40061527,0.0001901374,0.00031759343,0.0000140561115,0.000009641272,0.0014346212],"genre_scores_gemma":[0.99000263,0.00009074194,0.0012141078,0.007379522,0.001270374,9.2161264e-7,0.0000075719568,0.0000068307804,0.000027326812],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991068,0.0000611158,0.00041444108,0.00005534514,0.00021953971,0.00014274393],"domain_scores_gemma":[0.9984334,0.00042932737,0.00046611263,0.000047289104,0.00044238436,0.0001814817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007851611,0.000072077426,0.0001701648,0.00007459969,0.000098877725,0.000020897534,0.00003425973,0.00009870935,0.0000034715233],"category_scores_gemma":[0.0031002546,0.000044873657,0.000051080617,0.0003425034,0.000052482028,0.00022788381,0.0000029151056,0.00036573043,8.5483396e-7],"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":[0.107844636,0.0016758064,0.009637109,0.00076459744,0.0007307017,0.00018516056,0.030470056,0.00012223862,0.03596021,0.047037784,0.2820273,0.4835444],"study_design_scores_gemma":[0.017027872,0.062619045,0.48076138,0.0036572765,0.0031331454,0.04157809,0.028812047,0.008679221,0.012978197,0.023135744,0.31664798,0.0009700079],"about_ca_topic_score_codex":0.0000025095155,"about_ca_topic_score_gemma":1.6524415e-7,"teacher_disagreement_score":0.4825744,"about_ca_system_score_codex":0.00014508312,"about_ca_system_score_gemma":0.0009940406,"threshold_uncertainty_score":0.37115183},"labels":[],"label_agreement":null},{"id":"W3003980250","doi":"10.36834/cmej.56940","title":"International health experiences in postgraduate medical education: A meta-analysis of their effect on graduates’ clinical practice among underserved populations","year":2020,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University; Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Medicine; Family medicine; Meta-analysis; Peer review; Certainty; MEDLINE; Health care; Alternative medicine; Service (business); Medical education; Political science; Pathology","score_opus":0.24623955891715382,"score_gpt":0.5182996941316759,"score_spread":0.27206013521452205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003980250","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":[0.00028944016,0.77923155,0.00000969922,0.21261905,0.0050625256,0.00090798945,0.00004745169,0.000015195998,0.0018170816],"genre_scores_gemma":[0.0039433734,0.9194973,0.0003203515,0.07322061,0.0015487397,0.00028530773,0.0009807575,0.000046392484,0.00015715652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98974466,0.0028861375,0.0036588702,0.0006402397,0.0024034446,0.0006666383],"domain_scores_gemma":[0.9780994,0.0016675036,0.001859795,0.0004884199,0.00076025294,0.017124603],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076215267,0.0004922245,0.004588984,0.0022248786,0.00019614834,0.00007185791,0.00066604465,0.00072343816,0.014149576],"category_scores_gemma":[0.081805386,0.00034538796,0.0026749393,0.0025746522,0.00030267364,0.00018422374,0.000035498597,0.0029605587,0.000035114364],"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":[0.00004641987,0.00082989887,0.0008574353,0.0010061983,0.015059801,0.00017715123,0.0008476288,4.85574e-7,3.677936e-10,0.00052588363,0.074278,0.9063711],"study_design_scores_gemma":[0.00031946378,0.00035511557,0.0011270408,0.0033454543,0.025791354,0.00094818725,0.0019434128,0.00011533708,7.21785e-9,0.0000363332,0.96578735,0.00023092111],"about_ca_topic_score_codex":0.016561097,"about_ca_topic_score_gemma":0.022908421,"teacher_disagreement_score":0.90614015,"about_ca_system_score_codex":0.001444199,"about_ca_system_score_gemma":0.25491765,"threshold_uncertainty_score":0.9998998},"labels":[],"label_agreement":null},{"id":"W3004493427","doi":"10.1136/medethics-2019-105866","title":"Decolonising ideas of healing in medical education","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"Women's Health Research Institute","funders":"","keywords":"Indigenous; Sociology; Flourishing; Racism; Health care; Consumerism; Colonialism; Pluralism (philosophy); Cultural humility; Curriculum; Public relations; Political science; Engineering ethics; Gender studies; Cultural competence; Pedagogy; Psychology; Law; Social psychology","score_opus":0.07757810093637647,"score_gpt":0.4629370808619998,"score_spread":0.38535897992562335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004493427","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":[0.49061528,0.002984122,0.0008019878,0.50416857,0.0008043357,0.00006726864,4.5305944e-7,0.0000054887046,0.00055247743],"genre_scores_gemma":[0.92129594,0.002371896,0.0008849296,0.07466982,0.00076550856,4.7405814e-7,0.0000014453198,0.0000062171334,0.0000037712193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430823,0.00024254956,0.0011041438,0.00008591218,0.004036327,0.00022284864],"domain_scores_gemma":[0.995917,0.0012939882,0.00035026728,0.00007431317,0.0005666458,0.0017977827],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009249863,0.000071337185,0.00047094174,0.00011360095,0.000027715201,0.0000042748247,0.00015555946,0.0008087242,0.00040038326],"category_scores_gemma":[0.07507369,0.000055193475,0.00011157655,0.00030550978,0.00012614118,0.00004736885,0.000032693468,0.003833062,0.000004193801],"study_design_candidate":"observational","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":[0.005643432,0.0048459587,0.3114758,0.0151638575,0.00026682013,0.008458411,0.023445167,0.00007264051,0.00036213093,0.03715571,0.09637868,0.49673137],"study_design_scores_gemma":[0.040470075,0.010789236,0.26619497,0.10243835,0.00074449624,0.021065522,0.01855102,0.03932096,0.0016103354,0.029838167,0.46758825,0.0013886355],"about_ca_topic_score_codex":0.00013715443,"about_ca_topic_score_gemma":0.000070278336,"teacher_disagreement_score":0.49534276,"about_ca_system_score_codex":0.000084455336,"about_ca_system_score_gemma":0.026104387,"threshold_uncertainty_score":0.9984651},"labels":[],"label_agreement":null},{"id":"W3004533393","doi":"10.20944/preprints202002.0118.v1","title":"It&amp;rsquo;s More Than Just Travel CME: A Case Study of How an Emergency Medicine Conference Addresses Educational Needs of Physicians","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Health and Surgery","field":"Medicine","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":"Thematic analysis; Accreditation; Continuing medical education; Medical education; Social media; Leverage (statistics); Medicine; Public relations; Psychology; Continuing education; Qualitative research; Sociology; Political science; Social science; Computer science","score_opus":0.3536004281683586,"score_gpt":0.460872842649676,"score_spread":0.10727241448131736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004533393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781856,0.00025117,0.00006423848,0.015044859,0.0013404606,0.001901532,0.00020184976,0.00005892654,0.0029513517],"genre_scores_gemma":[0.996698,0.00029401382,0.000056604174,0.00041177621,0.000740472,0.0002128086,0.00037683593,0.000056092933,0.0011533909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591976,0.00028634135,0.0014113584,0.0009048069,0.000953499,0.0005242043],"domain_scores_gemma":[0.99516475,0.00016924314,0.0011006002,0.0017255794,0.0012617385,0.00057806075],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006850991,0.000562122,0.0016889639,0.00039173014,0.000097367905,0.000004428006,0.00051402004,0.00032919916,0.0022754828],"category_scores_gemma":[0.0011080311,0.0005278721,0.0002703466,0.0006115729,0.00029313605,0.00009760733,0.0005807191,0.00101313,0.00003983418],"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":[0.00049469504,0.0042628516,0.906373,0.0045283167,0.0004979681,0.00016829724,0.07384551,0.000037999605,0.005971415,0.00017904713,0.0030938543,0.0005470092],"study_design_scores_gemma":[0.0015634063,0.00055864226,0.89225554,0.0013867401,0.0008294861,0.000306003,0.100658976,0.000106192165,0.0011878655,0.0002863486,0.00040160943,0.0004592128],"about_ca_topic_score_codex":0.0075109126,"about_ca_topic_score_gemma":0.00076589396,"teacher_disagreement_score":0.026813468,"about_ca_system_score_codex":0.000100324236,"about_ca_system_score_gemma":0.0013904352,"threshold_uncertainty_score":0.9997173},"labels":[],"label_agreement":null},{"id":"W3004612954","doi":"10.1002/ppul.24679","title":"Oxygen insecurity and mortality in resource‐constrained healthcare facilities in rural Kenya","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Global Health and Surgery","field":"Medicine","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":"Stollery Children's Hospital; Alberta Health; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Health care; Resource (disambiguation); Environmental health; Intensive care medicine; Economic growth","score_opus":0.028032162239349793,"score_gpt":0.28768542742846515,"score_spread":0.25965326518911536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004612954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745982,0.0046105124,0.0000021875733,0.019358208,0.00009531369,0.000366201,0.00006231951,0.000056893725,0.0008501293],"genre_scores_gemma":[0.9944594,0.0010948691,0.000039162373,0.0040567066,0.00025377472,0.000023968436,0.000041882962,0.000008113469,0.000022140877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820435,0.00017796199,0.000537075,0.00032384612,0.00013543907,0.00062133494],"domain_scores_gemma":[0.9991906,0.00013058304,0.00007149058,0.00015630666,0.000030597264,0.0004203652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003533371,0.00015706668,0.00053872215,0.00021707275,0.00003392795,0.0000055192463,0.00006867727,0.00024886525,0.000041543255],"category_scores_gemma":[0.0004493,0.00015558826,0.00004692101,0.0004681005,0.00010106165,0.000051196894,0.000066951805,0.00049465906,0.000016216325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029249003,0.00005239131,0.99444497,0.00051025656,0.0000041244984,0.0003004343,0.00095189095,7.958093e-7,0.0000067584383,0.00028362937,0.00041970582,0.0027325372],"study_design_scores_gemma":[0.001168219,0.00021305968,0.9929343,0.000010486978,0.00001298634,0.000055259294,0.0013212222,0.00019823978,0.0000017816762,0.0006941896,0.0032688281,0.00012143834],"about_ca_topic_score_codex":0.002842727,"about_ca_topic_score_gemma":0.00083150587,"teacher_disagreement_score":0.019861149,"about_ca_system_score_codex":0.000083859966,"about_ca_system_score_gemma":0.00031910755,"threshold_uncertainty_score":0.6344705},"labels":[],"label_agreement":null},{"id":"W3005425417","doi":"10.1007/s00268-020-05414-4","title":"Barriers to Surgical Care Among Children in Somaliland: An Application of the Three Delays Framework","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Cardiac surgery; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Medicine; General surgery; Surgery","score_opus":0.016355737820339545,"score_gpt":0.2778173583367615,"score_spread":0.26146162051642197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005425417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923815,0.00090760936,0.00013072455,0.005806832,0.00023508289,0.00024354128,0.0000087913195,0.000008792452,0.0002770832],"genre_scores_gemma":[0.9966255,0.000043429034,0.00017917009,0.0026827955,0.00044133133,0.0000041866047,0.000004559863,0.000014396142,0.0000046424943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982655,0.00010336083,0.0007623084,0.00014526567,0.00043507418,0.0002885067],"domain_scores_gemma":[0.99804133,0.0003070097,0.00032024155,0.00021695772,0.00016614588,0.0009483368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513637,0.00011755309,0.0005470201,0.00021845926,0.000053676074,0.000008354394,0.00014451178,0.00008659597,0.00006304037],"category_scores_gemma":[0.00051062024,0.00008074364,0.00025994141,0.00088803034,0.000056279016,0.00008667873,0.00003322032,0.0004982605,0.000003320462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005658536,0.000029335484,0.9908443,0.000054144653,0.00001996025,0.00007649224,0.0004098035,0.00010413262,0.000021126905,0.00015591503,0.0012722554,0.0064466917],"study_design_scores_gemma":[0.0003273076,0.000060434777,0.9956526,0.00036178337,0.000032066113,0.000078729136,0.0002759682,0.000042792515,0.000114960254,0.000114558774,0.0028577864,0.00008101612],"about_ca_topic_score_codex":0.00010814074,"about_ca_topic_score_gemma":0.00022619711,"teacher_disagreement_score":0.0063656755,"about_ca_system_score_codex":0.00007122793,"about_ca_system_score_gemma":0.00042835422,"threshold_uncertainty_score":0.329263},"labels":[],"label_agreement":null},{"id":"W3005463941","doi":"10.7189/jogh.10.010301","title":"The utility of a structured mentorship program for enhancing competencies in global health","year":2020,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; Dalhousie University; Canadian Coalition for Global Health Research; Public Health Ontario; University of Toronto","funders":"","keywords":"Mentorship; Medical education; MEDLINE; Medicine; Biology","score_opus":0.057464293249334754,"score_gpt":0.4534490255485507,"score_spread":0.39598473229921594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005463941","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":[0.00014310496,0.98855865,0.00016305283,0.004927558,0.0015636556,0.0039230944,0.00055988075,0.000026289545,0.00013469813],"genre_scores_gemma":[0.0035639773,0.9912902,0.0030979975,0.0013907767,0.00055099,0.000036264446,0.000042654367,0.000022142849,0.000004987331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917275,0.00088552444,0.00463173,0.00037588744,0.0010148674,0.0013645479],"domain_scores_gemma":[0.99254376,0.00047766042,0.004583105,0.00038538722,0.0004765415,0.0015335203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004995947,0.0005138024,0.005178617,0.000085132,0.00022721231,0.00003461035,0.00043487432,0.00029933953,0.0000073038004],"category_scores_gemma":[0.0010126713,0.00031618593,0.0012421956,0.0012097849,0.00015341009,0.00006798482,0.000074218166,0.0008698834,0.0000017160943],"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":true,"study_design_scores_codex":[0.0006301324,0.00021970124,0.0009123695,0.043649565,0.00014179805,0.000025549913,0.000051686256,1.2112766e-7,9.375112e-9,0.0009995869,0.0074902386,0.9458792],"study_design_scores_gemma":[0.0011609328,0.00338197,0.0038780605,0.02121815,0.00017719473,0.00074142707,0.00023654358,0.000021458276,6.6360386e-8,0.0010559681,0.9679724,0.00015584909],"about_ca_topic_score_codex":0.0007910687,"about_ca_topic_score_gemma":0.0046221353,"teacher_disagreement_score":0.9604821,"about_ca_system_score_codex":0.005789378,"about_ca_system_score_gemma":0.03501942,"threshold_uncertainty_score":0.999929},"labels":[],"label_agreement":null},{"id":"W3006079859","doi":"10.11603/bmbr.2706-6290.2019.2.10579","title":"HEALTHY POPULATION STUDY – OPPORTUNITIES TO DEVELOP GLOBAL CITIZENS AND HEALTH CARE PROFESSIONALS","year":2020,"lang":"en","type":"article","venue":"Bulletin Of Medical And Biological Research","topic":"Global Health and Surgery","field":"Medicine","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":"MacEwan University","funders":"","keywords":"General partnership; Transformative learning; Nursing; Medical education; Health care; Medicine; Pedagogy; Psychology; Political science","score_opus":0.40882617535876825,"score_gpt":0.5153301987750278,"score_spread":0.10650402341625959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006079859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6167198,0.0018204981,0.000004223701,0.38039884,0.000029430013,0.0006459897,0.00001997595,0.000017596356,0.0003436567],"genre_scores_gemma":[0.9588144,0.0010567926,0.00025578515,0.03960133,0.00014397444,0.000031141273,0.000048893577,0.0000035541912,0.00004411838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675506,0.0006013202,0.0004672699,0.00035056943,0.0012963687,0.00052941235],"domain_scores_gemma":[0.99682385,0.0003773203,0.000044530887,0.000080876904,0.00037703704,0.002296366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036140804,0.00010408246,0.00046235768,0.00004659968,0.00018995044,0.0000090086905,0.00009724786,0.00018183173,0.00044557112],"category_scores_gemma":[0.004734947,0.00006220634,0.000021877795,0.00026655747,0.0002029374,0.0000044272233,0.00034038033,0.00038657212,0.000013192213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033348436,0.0006870695,0.51696205,0.0014935012,0.000027027938,0.00034704365,0.0014162716,2.4798355e-8,0.0000027089434,0.002633761,0.16145335,0.31164235],"study_design_scores_gemma":[0.0012861665,0.007926002,0.86518705,0.0003068089,0.0000030117567,0.000034259032,0.015651764,0.0000051520615,0.000001128392,0.000064708,0.10944605,0.000087898465],"about_ca_topic_score_codex":0.0011013347,"about_ca_topic_score_gemma":0.000036454963,"teacher_disagreement_score":0.348225,"about_ca_system_score_codex":0.000071226306,"about_ca_system_score_gemma":0.0008389481,"threshold_uncertainty_score":0.56685156},"labels":[],"label_agreement":null},{"id":"W3006688704","doi":"10.18584/iipj.2020.11.1.10237","title":"Advancing Indigenous Research Sovereignty: Public Administration Trends and the Opportunity for Meaningful Conversations in Canadian Research Governance","year":2020,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Global Health and Surgery","field":"Medicine","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":"St. Francis Xavier University","funders":"","keywords":"Indigenous; Sovereignty; Public administration; Corporate governance; Political science; Colonialism; Sociology; Law; Politics; Management","score_opus":0.1559867226527195,"score_gpt":0.4564541138199684,"score_spread":0.3004673911672489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006688704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5816179,0.0006909044,0.00007744083,0.38275692,0.00035737825,0.001146169,0.00032219724,0.00002354544,0.033007566],"genre_scores_gemma":[0.99192876,0.0007355428,0.0001452308,0.005122817,0.0014312286,0.000058004785,0.00007160183,0.000022140317,0.00048468064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961888,0.0004410784,0.0005841278,0.00026235203,0.0011369187,0.0013866911],"domain_scores_gemma":[0.9953401,0.0010349446,0.0001818464,0.00015930136,0.0013531157,0.0019306871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00701681,0.0001358828,0.00027046615,0.0010673003,0.0012996158,0.00027696652,0.00035045075,0.00013493437,0.00020260626],"category_scores_gemma":[0.008350662,0.000111592206,0.00009419894,0.0010074502,0.00030250667,0.00030476597,0.0000585558,0.0014099661,0.0000136578465],"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":[0.006105264,0.000594234,0.1575163,0.00024776967,0.00047084564,0.0015707029,0.090311565,0.000042412117,0.00011658,0.5653299,0.028648451,0.14904597],"study_design_scores_gemma":[0.015532617,0.00286661,0.20949684,0.0004115148,0.000042868807,0.0054934374,0.015896944,0.004172381,0.00018756517,0.07051513,0.67474496,0.0006391389],"about_ca_topic_score_codex":0.10754039,"about_ca_topic_score_gemma":0.15255883,"teacher_disagreement_score":0.6460965,"about_ca_system_score_codex":0.0024872043,"about_ca_system_score_gemma":0.01993293,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W3007153854","doi":"10.1093/inthealth/ihz109","title":"A qualitative narrative review of protocols for women’s health on short-term medical missions in Latin America and the Caribbean","year":2019,"lang":"en","type":"article","venue":"International Health","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; Toronto Rehabilitation Institute; University of Toronto; McMaster University; Grand River Hospital","funders":"","keywords":"Latin Americans; Medicine; Concordance; Family medicine; Qualitative research; Alternative medicine; Nursing; Political science; Pathology; Social science","score_opus":0.06484733655414422,"score_gpt":0.5079799645443035,"score_spread":0.4431326279901593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007153854","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":[0.20238952,0.004569137,0.0001646581,0.73524237,0.0004678802,0.05238239,0.00033880014,0.000032955522,0.0044122627],"genre_scores_gemma":[0.8712735,0.0046443543,0.0005553307,0.11059582,0.00013691085,0.011891977,0.00015706162,0.000020368872,0.00072465825],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758816,0.00045433865,0.00081186765,0.00022122244,0.0005986851,0.0003256994],"domain_scores_gemma":[0.997946,0.0010535353,0.00028245844,0.00015403073,0.00016975838,0.0003941762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028020788,0.00010987038,0.000655145,0.00009648417,0.000054947373,0.0000036546967,0.00010149153,0.000042769658,0.00017976054],"category_scores_gemma":[0.0011877434,0.000068317946,0.00007063307,0.00013793216,0.000116659845,0.000028422226,0.000026042962,0.0002485769,0.0000047129047],"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":[0.020853573,0.0028222601,0.059249617,0.08504405,0.00034479768,0.000026598405,0.35629606,0.0000046145224,0.0000123320915,0.091115564,0.12656955,0.25766098],"study_design_scores_gemma":[0.035656616,0.01739353,0.16675256,0.22758281,0.00001865345,0.00014643672,0.085934386,0.0048608594,0.0000196113,0.0075212815,0.453362,0.00075124775],"about_ca_topic_score_codex":0.0004240852,"about_ca_topic_score_gemma":0.000082072016,"teacher_disagreement_score":0.668884,"about_ca_system_score_codex":0.00048093768,"about_ca_system_score_gemma":0.001823066,"threshold_uncertainty_score":0.3234041},"labels":[],"label_agreement":null},{"id":"W3008577398","doi":"10.5430/jnep.v10n5p63","title":"Impact on Chinese nurses roles after study abroad: An exploratory study","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Likert scale; Scale (ratio); Exploratory research; Professional development; Personal life; Psychology; Personal development; Nursing; Medical education; Medicine; Political science; Sociology","score_opus":0.07079701519768204,"score_gpt":0.5018718266732295,"score_spread":0.43107481147554744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008577398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847353,0.0010189915,0.0000056498698,0.01142587,0.0010897692,0.00031273637,9.826822e-7,0.000011001606,0.0013996771],"genre_scores_gemma":[0.9943183,0.000054795073,0.00013997634,0.0044959025,0.00092960795,0.0000047720473,0.0000012634019,0.000012289432,0.00004309033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985556,0.00049114326,0.00034619862,0.00013163166,0.0003378361,0.0001375904],"domain_scores_gemma":[0.9982923,0.00031394453,0.00031479006,0.00012416669,0.000355959,0.0005988405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000810579,0.000121391764,0.00026637595,0.00012815457,0.00010880634,0.00004798524,0.000041762436,0.00003313909,0.000054304604],"category_scores_gemma":[0.0014148861,0.00008136323,0.00005112572,0.0002042983,0.000019451829,0.0006649659,0.0000049443042,0.0003283844,0.000007623956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024109473,0.05397804,0.52833873,0.0000395591,0.00016978434,0.00020040314,0.24260664,0.000011324951,0.000075297605,0.000004128974,0.01575886,0.13470775],"study_design_scores_gemma":[0.0011577719,0.010036084,0.7962373,0.00015741511,0.00026708105,0.0008204837,0.18751392,0.000011234254,0.0000016929731,0.000018327035,0.0037011416,0.00007753985],"about_ca_topic_score_codex":0.000011657216,"about_ca_topic_score_gemma":0.000002653882,"teacher_disagreement_score":0.2678986,"about_ca_system_score_codex":0.00010373126,"about_ca_system_score_gemma":0.0006735678,"threshold_uncertainty_score":0.3317896},"labels":[],"label_agreement":null},{"id":"W3008633626","doi":"10.1080/0142159x.2020.1724920","title":"Global health electives: Ethical engagement in building global health capacity","year":2020,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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":"University of Calgary","funders":"","keywords":"Stakeholder; Tanzania; Global health; Medicine; Host (biology); Perception; Stakeholder engagement; Medical education; Public relations; Nursing; Psychology; Political science; Sociology; Socioeconomics; Public health","score_opus":0.06828518314211277,"score_gpt":0.41746192331820214,"score_spread":0.34917674017608935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008633626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5324197,0.002211551,0.0060529867,0.45232636,0.00045480192,0.0008066082,0.000022790098,0.00024940545,0.0054558003],"genre_scores_gemma":[0.84056175,0.00020953911,0.0009844499,0.15759325,0.00057571614,0.000021310001,0.000018534489,0.000013293873,0.000022160079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944089,0.0011854502,0.0009069262,0.0006414629,0.0015031286,0.0013541539],"domain_scores_gemma":[0.99586624,0.000081442755,0.00013849878,0.00023927541,0.000052667943,0.0036218546],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004626202,0.00026872434,0.0009345568,0.00003899503,0.00015127177,0.000014380496,0.00019447494,0.0004946119,0.00084841327],"category_scores_gemma":[0.004015475,0.00023254374,0.00015432877,0.00090913975,0.00017522273,0.00004237837,0.00011757002,0.0023050876,0.00007279615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006511726,0.0010012862,0.6800942,0.0009983262,0.00008454239,0.00037258127,0.001962445,0.000006280958,0.000002226623,0.013601723,0.15480515,0.14642005],"study_design_scores_gemma":[0.0082757985,0.0028045913,0.7071695,0.0013574255,0.000033195156,0.00030373794,0.0012452552,0.0104791215,0.000003376863,0.0036852548,0.26399517,0.0006476009],"about_ca_topic_score_codex":0.0031099152,"about_ca_topic_score_gemma":0.0004965582,"teacher_disagreement_score":0.30814204,"about_ca_system_score_codex":0.0026239974,"about_ca_system_score_gemma":0.0043035364,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W3008638076","doi":"10.1177/2373379919895032","title":"Master of Science (MS) and Master of Arts (MA) Degrees in Global Health: Applying Interdisciplinary Research Skills to the Study of Globalization-Related Health Disparities","year":2020,"lang":"en","type":"article","venue":"Pedagogy in Health Promotion","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Public health; Curriculum; Health equity; International health; Globalization; Capstone; Social determinants of health; Health promotion; Medical education; Public relations; Political science; Sociology; Medicine; Pedagogy; Nursing","score_opus":0.16457689810772191,"score_gpt":0.49659032428626165,"score_spread":0.33201342617853974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008638076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92407334,0.0012961588,0.00021076169,0.06980615,0.00019163996,0.0042304294,0.000036698366,0.000013969988,0.00014084725],"genre_scores_gemma":[0.9982067,0.0002470641,0.00022995188,0.0011410131,0.00003774755,0.00009921151,0.00001567809,0.000010927141,0.000011754271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948316,0.00097442133,0.001867625,0.0005009764,0.0009611816,0.0008641665],"domain_scores_gemma":[0.9981106,0.00018000603,0.0005106798,0.00032013387,0.00032672094,0.0005518729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072296653,0.00016176216,0.0008100847,0.00043922148,0.00024922492,0.000010855443,0.00019978694,0.0000778129,0.00001419133],"category_scores_gemma":[0.000496377,0.00013018028,0.000033938144,0.0024328758,0.0004334078,0.00014982914,0.00038355676,0.00036681315,0.0000023596053],"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":[0.00052849314,0.0016962031,0.9195352,0.0057410393,0.000010119314,0.000006523868,0.03897255,0.0003843073,0.000014711199,0.00074853585,0.00034699144,0.03201531],"study_design_scores_gemma":[0.0016228312,0.0068110004,0.96867585,0.002251201,0.000003850062,0.000019016583,0.018019212,0.0020439962,0.000009476358,0.00038601397,0.000075139855,0.00008238422],"about_ca_topic_score_codex":0.007985065,"about_ca_topic_score_gemma":0.006743829,"teacher_disagreement_score":0.074133314,"about_ca_system_score_codex":0.0006004648,"about_ca_system_score_gemma":0.002459602,"threshold_uncertainty_score":0.99862087},"labels":[],"label_agreement":null},{"id":"W3009461807","doi":"10.11603/me.2414-5998.2019.4.10863","title":"SUSTAINABLE DEVELOPMENT PRINCIPLES IN HEALTH PROMOTION AND NURSING EDUCATION","year":2020,"lang":"en","type":"article","venue":"Медична освіта","topic":"Global Health and Surgery","field":"Medicine","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":"MacEwan University","funders":"","keywords":"Prosperity; Sustainable development; General partnership; Education for sustainable development; Political science; Public relations; Nursing; Medical education; Medicine; Pedagogy; Psychology","score_opus":0.04495057306060817,"score_gpt":0.3471955779151851,"score_spread":0.30224500485457695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009461807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473068,0.001391242,0.00013799148,0.045184247,0.0000967244,0.0006459979,4.023914e-7,0.000048876325,0.005187699],"genre_scores_gemma":[0.9942691,0.00008785331,0.0019697503,0.0023953132,0.000085472624,0.000023116356,0.000025820214,0.000008760357,0.001134812],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905586,0.000036420894,0.00026496232,0.00018169047,0.0001249067,0.0003361861],"domain_scores_gemma":[0.9994601,0.000012632215,0.000057716734,0.00006539677,0.000055593424,0.00034857207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029745515,0.00007460122,0.00017110143,0.0000760802,0.00007629807,0.000011048781,0.00002015941,0.000040377483,0.00001804588],"category_scores_gemma":[0.00013369246,0.000071210605,0.000012111288,0.00022219926,0.000019221006,0.00006628518,0.000012814901,0.00010438659,0.00001263222],"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":[0.00044517664,0.0018837722,0.34813115,0.007437758,0.000014167295,0.00008176298,0.015516918,0.000012328503,0.00015224062,0.030555936,0.009051795,0.586717],"study_design_scores_gemma":[0.0010732422,0.00051690027,0.8355594,0.0013372569,0.000007090227,0.00006597096,0.0064866985,0.0005520835,0.00028939085,0.0006297659,0.1532925,0.0001896973],"about_ca_topic_score_codex":0.00012780474,"about_ca_topic_score_gemma":0.000015226966,"teacher_disagreement_score":0.5865273,"about_ca_system_score_codex":0.0003250817,"about_ca_system_score_gemma":0.0023752484,"threshold_uncertainty_score":0.42135888},"labels":[],"label_agreement":null},{"id":"W3009584089","doi":"10.3171/2019.12.focus19767","title":"Interest and participation in global neurosurgery: a survey of Canadian neurosurgery residents","year":2020,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Global Health and Surgery","field":"Medicine","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":"Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; University of Toronto; McGill University; Université de Montréal","funders":"","keywords":"Neurosurgery; Accreditation; Medicine; Family medicine; Medical education; Psychiatry","score_opus":0.082445510062635,"score_gpt":0.32965540940546106,"score_spread":0.24720989934282606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009584089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99179566,0.0002478372,0.0000026845191,0.005980506,0.0004845194,0.00032414144,0.00013084077,0.000039663413,0.0009941678],"genre_scores_gemma":[0.99463326,0.00030022825,0.0000070837386,0.004927097,0.00006254922,0.000009111884,0.000025968244,0.000020393429,0.000014320867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694973,0.0005580572,0.0009776674,0.00052636256,0.00030447482,0.0006836975],"domain_scores_gemma":[0.99728525,0.00049428514,0.0001485195,0.00023704312,0.00012836006,0.0017065324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074808457,0.00021592458,0.0007292283,0.00028633937,0.00004727818,0.00002838126,0.0000884434,0.0001561449,0.000036725825],"category_scores_gemma":[0.0034904887,0.0002047157,0.0001149784,0.0018846325,0.00013263713,0.00009798623,0.0000636476,0.00034073967,0.000023060838],"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":[0.0009844849,0.00011363734,0.99049175,0.00008110661,0.000005778133,0.0010695095,0.00001956139,0.0000035787523,0.00011218735,0.00019529794,0.00262041,0.004302717],"study_design_scores_gemma":[0.0010045819,0.00031037637,0.9941913,0.000051601943,0.000013235149,0.000067605964,0.0000037133416,0.0004385598,0.00007864322,0.00002702544,0.0036856916,0.00012769895],"about_ca_topic_score_codex":0.118392974,"about_ca_topic_score_gemma":0.10514106,"teacher_disagreement_score":0.013251915,"about_ca_system_score_codex":0.00005021556,"about_ca_system_score_gemma":0.00042926887,"threshold_uncertainty_score":0.91118777},"labels":[],"label_agreement":null},{"id":"W3009886432","doi":"10.7189/jogh.10.010313","title":"Academic careers in global pulmonary and critical care medicine","year":2020,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"World Health Organization","keywords":"Mentorship; Global health; Health care; Medicine; Academic medicine; Medical education; MEDLINE; Work (physics); Developing country; Political science; Nursing; Public health; Economic growth","score_opus":0.03319266426876031,"score_gpt":0.40278191596024104,"score_spread":0.3695892516914807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009886432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6866944,0.078899495,0.00007338061,0.23028372,0.0007763985,0.00026963858,0.00007017432,0.00002417676,0.0029086226],"genre_scores_gemma":[0.96309,0.0018086334,0.00028296644,0.034026247,0.00077741046,8.1788966e-7,0.0000050196436,0.0000070768892,0.0000018050059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723387,0.00014919379,0.0010883142,0.0002229717,0.0006557205,0.0006499126],"domain_scores_gemma":[0.99700606,0.00009761622,0.00023990302,0.000098598466,0.0002542881,0.0023035647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006535246,0.00018031149,0.00084779726,0.00004893735,0.00006408442,0.0000055034366,0.00011404854,0.00018162273,0.000023476314],"category_scores_gemma":[0.0009121536,0.00014213276,0.000091388974,0.00053604774,0.00017124004,0.00011754089,0.000044265762,0.0007238427,0.000005888034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001683112,0.0000577374,0.9138091,0.0015799638,0.000013806295,0.0017431907,0.0005001287,0.000004227491,0.000009015371,0.0022855685,0.015025121,0.06328901],"study_design_scores_gemma":[0.0031938215,0.0041512256,0.9625453,0.0016425118,0.00006964119,0.0061502974,0.0064556887,0.00017575527,0.0000015772749,0.001347632,0.014089149,0.00017743713],"about_ca_topic_score_codex":0.0005358381,"about_ca_topic_score_gemma":0.000052411004,"teacher_disagreement_score":0.27639562,"about_ca_system_score_codex":0.0015498099,"about_ca_system_score_gemma":0.0021961804,"threshold_uncertainty_score":0.5796006},"labels":[],"label_agreement":null},{"id":"W3009933477","doi":"10.1097/sap.0000000000002196","title":"Creating an Outpatient, Local Anesthetic Hand Operating Room in a Resource-Constrained Ghanaian Hospital Builds Surgical Capacity and Financial Stability","year":2020,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Local anesthesia; Surgery; Tourniquet","score_opus":0.05616507198432054,"score_gpt":0.2864504559194134,"score_spread":0.2302853839350929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009933477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809986,0.00024786676,0.000113724134,0.0008930035,0.00014884454,0.00026753437,0.000060084174,0.000035113,0.00013398871],"genre_scores_gemma":[0.9988269,0.000017313714,0.00006654095,0.00085154024,0.00016190199,0.000011578925,0.00004467007,0.00001772452,0.0000017900351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972789,0.00027677926,0.0009270527,0.00049297087,0.00037005966,0.0006541902],"domain_scores_gemma":[0.99591285,0.0027220175,0.00017904266,0.00018977151,0.00017714298,0.00081916986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012602265,0.00024739327,0.00089798187,0.0001395798,0.00012937782,0.000030060912,0.000058398873,0.00020149129,0.00005963747],"category_scores_gemma":[0.0076008593,0.00022954163,0.00017442823,0.00038487348,0.00039135397,0.00014229758,0.000043755426,0.00036310893,0.0000025230474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011505758,0.0005379346,0.9873793,0.00059509143,0.000016562648,0.00048448498,0.0023243118,0.0000683436,0.00011574602,0.00006278122,0.00043662172,0.0068282424],"study_design_scores_gemma":[0.0016270664,0.0019414554,0.9818041,0.0008943783,0.000042071286,0.000102607395,0.0021829468,0.00872181,0.0010631294,0.000040803276,0.0011269656,0.00045266628],"about_ca_topic_score_codex":0.00047009127,"about_ca_topic_score_gemma":0.00006602744,"teacher_disagreement_score":0.008653466,"about_ca_system_score_codex":0.00002768228,"about_ca_system_score_gemma":0.00044823106,"threshold_uncertainty_score":0.9360436},"labels":[],"label_agreement":null},{"id":"W3010131754","doi":"10.1186/s12960-020-0447-4","title":"The impact of a global health elective on CanMEDS competencies and future practice","year":2020,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Sinai Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Global health; Medicine; Medical education; Global Leadership; Health services research; Nursing; Psychology; Family medicine; Public health; Public relations; Political science","score_opus":0.026538103677191584,"score_gpt":0.3961153434629093,"score_spread":0.3695772397857177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010131754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81340694,0.0111218225,0.000021540736,0.17153738,0.0000965871,0.0014794136,0.00019544178,0.000060579474,0.00208027],"genre_scores_gemma":[0.9686465,0.0012509596,0.0002065086,0.029152896,0.0006589999,0.000022215376,0.000019797933,0.000016150834,0.000025929829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981189,0.00020700978,0.00045877142,0.0002586715,0.00030371512,0.0006529286],"domain_scores_gemma":[0.99796605,0.0003966083,0.00040852948,0.0001924162,0.0001499077,0.00088650844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082112977,0.00016677754,0.0005201396,0.000025676654,0.0006836316,0.000019200606,0.00008044823,0.000060143127,0.0000058824626],"category_scores_gemma":[0.00030202584,0.00010365696,0.00013816915,0.00024949273,0.000120656725,0.000035765603,0.000022854101,0.0002445684,0.0000018659724],"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":[0.034048576,0.0012444205,0.10872245,0.0065715318,0.00086964405,0.000043458112,0.043049365,0.000043613523,0.00005314115,0.07230715,0.5399029,0.19314373],"study_design_scores_gemma":[0.0021564208,0.018988969,0.46250916,0.00017776688,0.00002613952,0.00009274211,0.0065659387,0.00017613865,0.0000025616393,0.00037931724,0.5087836,0.00014126475],"about_ca_topic_score_codex":0.003883362,"about_ca_topic_score_gemma":0.0005189383,"teacher_disagreement_score":0.3537867,"about_ca_system_score_codex":0.0005427631,"about_ca_system_score_gemma":0.0013808942,"threshold_uncertainty_score":0.58705074},"labels":[],"label_agreement":null},{"id":"W3010189346","doi":"10.3171/2019.12.focus19859","title":"The initial experience of InterSurgeon: an online platform to facilitate global neurosurgical partnerships","year":2020,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"General partnership; Enthusiasm; Session (web analytics); Duration (music); Medicine; Family medicine; Business; Psychology; Finance; Advertising; Social psychology","score_opus":0.2747765927877173,"score_gpt":0.37479823187981454,"score_spread":0.10002163909209721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010189346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800322,0.00013050195,0.000090769965,0.01595117,0.0006572722,0.00045686978,0.0001695289,0.00013806173,0.0023736213],"genre_scores_gemma":[0.9917188,0.00005628304,0.000056150475,0.0077519068,0.00028923608,0.000023055904,0.0000215642,0.000018809455,0.00006415428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667823,0.00019104106,0.0008964237,0.0006092299,0.00076778064,0.0008572853],"domain_scores_gemma":[0.9967879,0.00049263024,0.000113844784,0.00045714187,0.00015239605,0.0019960788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031132653,0.00029485457,0.00062746106,0.000033208395,0.00015333529,0.000045049415,0.00033208425,0.00013792636,0.00011360632],"category_scores_gemma":[0.0012160884,0.00019923746,0.00027834484,0.0006791851,0.00031798612,0.00013459667,0.00017642019,0.0004514821,0.00007581888],"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":[0.1408762,0.006008483,0.22051148,0.00095116365,0.00020611144,0.019941837,0.010219923,0.0002872766,0.0058339387,0.035469003,0.034598906,0.52509564],"study_design_scores_gemma":[0.005231285,0.008997276,0.09859943,0.0001264597,0.00006504629,0.0009354367,0.0014162225,0.0026770313,0.0018076004,0.00039463778,0.87901556,0.0007340237],"about_ca_topic_score_codex":0.000062243555,"about_ca_topic_score_gemma":0.000052553005,"teacher_disagreement_score":0.8444167,"about_ca_system_score_codex":0.000045583784,"about_ca_system_score_gemma":0.00015788646,"threshold_uncertainty_score":0.81246674},"labels":[],"label_agreement":null},{"id":"W3010204701","doi":"10.3171/2019.12.focus19831","title":"Neurosurgery residency program in Yogyakarta, Indonesia: improving neurosurgical care distribution to reduce inequality","year":2020,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"General partnership; Medicine; Distribution (mathematics); Government (linguistics); Commission; Memorandum; Indonesian; Developing country; Sister; Medical emergency; Medical education; Business; Economic growth; Political science","score_opus":0.03195797953035735,"score_gpt":0.32172714932788155,"score_spread":0.2897691697975242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010204701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97473186,0.00037104957,0.00008742701,0.020925177,0.00077253557,0.0018627486,0.00011020155,0.0005299281,0.00060908997],"genre_scores_gemma":[0.99347866,0.00005972908,0.00008388516,0.005368278,0.0005537533,0.00022397972,0.00013639031,0.00006479568,0.000030524527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99427843,0.00055531465,0.0014286134,0.0013526551,0.0009398871,0.0014451107],"domain_scores_gemma":[0.9963575,0.00047020998,0.00018882299,0.00058946933,0.0002420269,0.0021519936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050201634,0.00050335476,0.0011041729,0.00016421237,0.00017440373,0.000093841976,0.00024388416,0.0003561863,0.00007313529],"category_scores_gemma":[0.002516311,0.00046519344,0.00038425036,0.0019320776,0.000120895056,0.00018325412,0.00024116893,0.0012495157,0.0001330253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006261634,0.001273545,0.8421861,0.0010709647,0.00001223085,0.013320985,0.00041509565,0.00007051586,0.0056079426,0.0007324457,0.0035319808,0.12551655],"study_design_scores_gemma":[0.0029687162,0.0022371456,0.9510788,0.00013793906,0.00004772574,0.00029518772,0.0000851784,0.00047839398,0.0020478943,0.000037257483,0.040036257,0.00054955215],"about_ca_topic_score_codex":0.00024453827,"about_ca_topic_score_gemma":0.000024731276,"teacher_disagreement_score":0.124966994,"about_ca_system_score_codex":0.00017748948,"about_ca_system_score_gemma":0.00048135166,"threshold_uncertainty_score":0.99978},"labels":[],"label_agreement":null},{"id":"W3010856333","doi":"10.1136/fmch-2019-000250","title":"Global health training in Canadian family medicine residency programmes","year":2020,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University; McGill University; University of British Columbia; University of Toronto; McMaster University","funders":"","keywords":"Workforce; Scope (computer science); Family medicine; Medical education; Residency training; Medicine; Scope of practice; Political science; Continuing education; Health care","score_opus":0.157247216314504,"score_gpt":0.41218048273899954,"score_spread":0.25493326642449554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010856333","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":[0.44861206,0.043892425,0.00005677591,0.47754896,0.0004493081,0.0014554481,0.000058066085,0.00018390275,0.027743068],"genre_scores_gemma":[0.6980822,0.006282271,0.00023911371,0.2947486,0.0003964427,0.000022201197,0.00018730399,0.000021656086,0.00002018633],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941774,0.0014568095,0.0013531758,0.00042524416,0.0006249837,0.0019624063],"domain_scores_gemma":[0.99239486,0.0004360265,0.0002633744,0.00058955885,0.00014262283,0.006173564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005431293,0.000399113,0.0016672068,0.0003447694,0.00085748336,0.000011351828,0.0002725664,0.00018285417,0.000029556746],"category_scores_gemma":[0.0015764899,0.00032770092,0.00006370252,0.0015521006,0.0004541661,0.00009510531,0.00007737153,0.0017334387,0.000010692261],"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":[0.0007352298,0.00025234598,0.28993982,0.0041178316,0.00006347062,0.00033907653,0.065007105,0.0000026737555,0.000012036244,0.0059918747,0.25169912,0.38183942],"study_design_scores_gemma":[0.0046996837,0.008205447,0.67803925,0.0033652429,0.000026967104,0.000117299176,0.12947708,0.00019963243,1.03198644e-7,0.0012900269,0.17430738,0.0002718887],"about_ca_topic_score_codex":0.94420034,"about_ca_topic_score_gemma":0.74152416,"teacher_disagreement_score":0.38809943,"about_ca_system_score_codex":0.0010687943,"about_ca_system_score_gemma":0.013245178,"threshold_uncertainty_score":0.9999175},"labels":[],"label_agreement":null},{"id":"W3011438291","doi":"10.1093/inthealth/ihaa006","title":"Reliability of the Service Trip Audit Tool to assess the quality of short-term medical missions","year":2020,"lang":"en","type":"article","venue":"International Health","topic":"Global Health and Surgery","field":"Medicine","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":"Markham Stouffville Hospital; University of Toronto; McMaster University","funders":"","keywords":"Best practice; Audit; Reliability (semiconductor); Service (business); Quality management; Quality (philosophy); Medicine; Business; Operations management; Family medicine; Political science; Marketing; Accounting; Engineering","score_opus":0.11917074172876754,"score_gpt":0.45340516384942814,"score_spread":0.33423442212066057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011438291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6489062,0.000050601822,0.00016287432,0.3489557,0.0004948422,0.0003558977,0.0000889024,0.000012141445,0.0009728809],"genre_scores_gemma":[0.94760555,0.000057624748,0.00014704656,0.05187866,0.00021295906,0.000011652754,0.000017056196,0.0000054578013,0.00006397509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727064,0.00025846416,0.00086646207,0.0001888286,0.001212031,0.00020358004],"domain_scores_gemma":[0.9979541,0.00056805165,0.00019317814,0.00032813556,0.00047048402,0.00048606552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019875544,0.000081426406,0.00031840795,0.00002332218,0.00006661485,0.0000033720205,0.00037619576,0.000068733054,0.00036200488],"category_scores_gemma":[0.0037226966,0.000044160202,0.00012453715,0.00028658926,0.00005817573,0.00002910348,0.0001302598,0.0002856348,0.000011247885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021529677,0.00096365256,0.8534897,0.0026123826,0.000092076814,0.0000091783,0.0022935923,0.0000403876,0.00092914223,0.0086281635,0.099172026,0.029616732],"study_design_scores_gemma":[0.00038605332,0.0001136068,0.9658625,0.00026955572,0.000006660708,0.000008729523,0.00013003318,0.000641311,0.00015749923,0.00014417469,0.03223569,0.00004419761],"about_ca_topic_score_codex":0.0010153895,"about_ca_topic_score_gemma":0.00018308735,"teacher_disagreement_score":0.2986994,"about_ca_system_score_codex":0.00013471818,"about_ca_system_score_gemma":0.0018322931,"threshold_uncertainty_score":0.44566846},"labels":[],"label_agreement":null},{"id":"W3012484910","doi":"10.1136/bmjoq-2019-000880","title":"Cross-sectional study of surgical quality with a novel evidence-based tool for low-resource settings","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Global Health and Surgery","field":"Medicine","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 Alberta","funders":"Stryker","keywords":"Medicine; Perioperative; Resource (disambiguation); Quality (philosophy); Quality management; Resource use; Population; Data collection; Emergency medicine; Medical emergency; Intensive care medicine; Operations management; Surgery; Environmental resource management; Environmental health; Computer science","score_opus":0.2810356278639282,"score_gpt":0.510263739884539,"score_spread":0.22922811202061077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012484910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853687,0.00002514811,0.0007304809,0.006631495,0.000058427042,0.0065638307,0.00024831094,0.000045694575,0.00032786073],"genre_scores_gemma":[0.99219096,5.855109e-7,0.0009086918,0.0059833303,0.00020919209,0.0004372087,0.00006592326,0.00001758594,0.0001865227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961344,0.00047319956,0.0014204505,0.0006086524,0.0009513122,0.00041200497],"domain_scores_gemma":[0.9957142,0.00220061,0.00062277267,0.00049567956,0.00053851306,0.00042825326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008540385,0.00019763989,0.00088388,0.00003138492,0.00016473631,0.00007967689,0.0002850235,0.00011731292,0.00016365624],"category_scores_gemma":[0.003671745,0.00015230266,0.00017148125,0.000341471,0.00011941758,0.0001930856,0.000140587,0.00022784331,0.0000077783025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03642545,0.0016691148,0.956877,0.001725439,0.00006737679,0.000024577612,0.0004062814,0.00007213,0.00015009935,0.00034472512,0.0013802662,0.00085755496],"study_design_scores_gemma":[0.011524362,0.0018612077,0.97849023,0.00030873268,0.000034873327,0.000014524974,0.0006014921,0.00026452617,0.0002338213,0.000008372874,0.0064035496,0.0002543331],"about_ca_topic_score_codex":0.0017360218,"about_ca_topic_score_gemma":0.00006700278,"teacher_disagreement_score":0.024901088,"about_ca_system_score_codex":0.000091759124,"about_ca_system_score_gemma":0.0010407837,"threshold_uncertainty_score":0.62107223},"labels":[],"label_agreement":null},{"id":"W3013123743","doi":"10.1136/bmjopen-2019-034253","title":"Towards defining the surgical workforce for children: a geospatial analysis in Brazil","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"British Heart Foundation","keywords":"Workforce; Medicine; Public health; Environmental health; Child mortality; Geospatial analysis; Mortality rate; Nursing; Demography; Family medicine; Population; Surgery; Geography; Economic growth","score_opus":0.06486013642754636,"score_gpt":0.4185774095604233,"score_spread":0.35371727313287693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013123743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8663662,0.0006152723,0.0009590686,0.08627279,0.00017062835,0.012322325,0.000099611,0.00005728413,0.033136792],"genre_scores_gemma":[0.9867453,0.000012180472,0.00071988907,0.011603712,0.00020984196,0.00041651604,0.00013335257,0.000009878558,0.00014930955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988373,0.00006924091,0.00033576047,0.00022429353,0.00020679741,0.00032658924],"domain_scores_gemma":[0.999298,0.0001557896,0.00006965916,0.00021338211,0.00003620716,0.00022697283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094382814,0.00009228727,0.00044424288,0.000045527628,0.00007588392,0.000043392065,0.00020995188,0.00006348462,0.00015229498],"category_scores_gemma":[0.00042005122,0.000060186714,0.00017612411,0.0007509242,0.000021935155,0.000048141013,0.0001486899,0.00013868412,0.00003165423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004388171,0.00008226186,0.9106319,0.00007623274,0.00025178032,0.00011858238,0.0007988664,0.00023982789,7.5204855e-7,0.0032102338,0.019702766,0.060498644],"study_design_scores_gemma":[0.0045361593,0.00031550217,0.9509031,0.00011718581,0.00035260434,0.000047738933,0.00024531878,0.00920943,0.000014743773,0.00010651164,0.033949234,0.00020243545],"about_ca_topic_score_codex":0.0011684509,"about_ca_topic_score_gemma":0.00037201846,"teacher_disagreement_score":0.12037909,"about_ca_system_score_codex":0.000027830329,"about_ca_system_score_gemma":0.00032061973,"threshold_uncertainty_score":0.2454343},"labels":[],"label_agreement":null},{"id":"W3013179537","doi":"10.1186/s12909-020-1989-9","title":"A critical review of representation in the development of global oncology curricula and the influence of neocolonialism","year":2020,"lang":"en","type":"review","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"Arnold P. Gold Foundation","keywords":"Curriculum; Harmonization; Inclusion (mineral); Medical education; Medicine; Political science; Oncology; Psychology; Pedagogy; Sociology; Social science","score_opus":0.07062116041907066,"score_gpt":0.5066223571964771,"score_spread":0.43600119677740645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013179537","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":[0.0011708784,0.99063194,0.000026941609,0.0060032997,0.00019353638,0.0016060682,0.0000044537546,0.0000025894253,0.00036028345],"genre_scores_gemma":[0.001381041,0.9948684,0.00085730344,0.0024513805,0.00008677059,0.00030471515,0.000045089717,0.0000037562024,0.0000015540863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996386,0.001128986,0.0015210573,0.00018243003,0.0006444023,0.00013713262],"domain_scores_gemma":[0.9961957,0.0025650712,0.00054867676,0.00024032587,0.00026387224,0.00018638757],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027921477,0.00012162323,0.0014265105,0.000035655696,0.000019257432,0.0000017163349,0.0001691621,0.00020036516,0.00003308189],"category_scores_gemma":[0.03023131,0.000061469495,0.00014452389,0.0006007319,0.00042259047,0.000021031474,0.000046881396,0.00026319988,0.0000021780963],"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":[0.00004993952,0.0002480228,0.00045140387,0.19184527,0.000011301344,0.0000024558976,0.0003988632,2.021341e-8,1.7734065e-8,0.0044495845,0.0014119098,0.8011312],"study_design_scores_gemma":[0.00067824393,0.00010142437,0.008940986,0.2788942,0.0006475922,0.00026122096,0.000280312,0.0000068563363,1.5154663e-7,0.0003404667,0.7097636,0.000084957785],"about_ca_topic_score_codex":0.00011977256,"about_ca_topic_score_gemma":0.000038195078,"teacher_disagreement_score":0.80104625,"about_ca_system_score_codex":0.00012657556,"about_ca_system_score_gemma":0.019289402,"threshold_uncertainty_score":0.9862703},"labels":[],"label_agreement":null},{"id":"W3014785943","doi":"10.29392/001c.12223","title":"Academic careers in global pulmonary and critical care medicine: perspectives from experts in the field","year":2020,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Career Pathways; Medical education; Global health; Medicine; Professional development; Experiential learning; Engineering ethics; Health care; Political science; Nursing; Psychology; Pedagogy; Public health; Engineering","score_opus":0.02824440209449272,"score_gpt":0.4086200897912004,"score_spread":0.3803756876967077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014785943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7125433,0.08369813,0.000016676304,0.20134147,0.0005496957,0.00026394916,0.0000128533975,0.000009587951,0.0015643095],"genre_scores_gemma":[0.9574757,0.0018231014,0.00012484223,0.039826375,0.0007360711,0.0000033320052,0.0000042072543,0.0000055905894,7.4677985e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967534,0.0002446832,0.0013916781,0.0003086256,0.00077080366,0.0005308372],"domain_scores_gemma":[0.99795854,0.00039652002,0.0003831371,0.00017312563,0.00019715064,0.0008915377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094556715,0.0001830716,0.000738785,0.000050168113,0.00006563839,0.0000098232595,0.00010992011,0.00020374838,0.000024440591],"category_scores_gemma":[0.0029393178,0.00012218127,0.000097864184,0.00046456663,0.000127243,0.00012738137,0.0000387209,0.0007427926,5.870451e-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":[0.0008246278,0.0000743161,0.943615,0.00032321384,0.000009533391,0.018316796,0.006912402,0.0000024019798,0.0000054368334,0.00026951637,0.017716985,0.011929737],"study_design_scores_gemma":[0.00095662265,0.0015203673,0.8881773,0.0011708634,0.000035492176,0.010572411,0.08879869,0.000037830854,0.0000014235283,0.0017595085,0.006840905,0.00012862434],"about_ca_topic_score_codex":0.003678224,"about_ca_topic_score_gemma":0.00028616624,"teacher_disagreement_score":0.2449324,"about_ca_system_score_codex":0.0009494221,"about_ca_system_score_gemma":0.0013862534,"threshold_uncertainty_score":0.5560399},"labels":[],"label_agreement":null},{"id":"W3014984146","doi":"10.9745/ghsp-d-19-00314","title":"National Surgical, Obstetric, and Anesthesia Plans Supporting the Vision of Universal Health Coverage","year":2020,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta","funders":"","keywords":"Medicine; Plan (archaeology); Surgical procedures; Medical emergency; Nursing; Business; Surgery","score_opus":0.06290493573736508,"score_gpt":0.4595376396825205,"score_spread":0.3966327039451554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014984146","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":[0.000061265295,0.96044034,0.000008463302,0.034821477,0.00018375894,0.0010269698,0.00011776735,0.000023969207,0.0033160122],"genre_scores_gemma":[0.0011119725,0.9886188,0.0002306104,0.009860649,0.000109187225,0.000005023499,0.000038704828,0.000007802909,0.000017262313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577457,0.0004397603,0.0009850056,0.00057442207,0.001494858,0.00073137914],"domain_scores_gemma":[0.99460375,0.0021743777,0.0014301796,0.00021782998,0.00046591947,0.0011079346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00832855,0.0002527766,0.0012938312,0.00013666284,0.0007001148,0.00007148315,0.00019880597,0.00012795311,0.000008184787],"category_scores_gemma":[0.002751302,0.00016488657,0.00009426246,0.0021209302,0.00052515726,0.00041371043,0.00010757855,0.0004657081,0.000010606827],"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":[0.00015530565,0.00007170392,0.000100717756,0.0100662615,0.000014375629,0.00021456949,0.00011283187,2.2756849e-7,8.282466e-9,0.0038608655,0.0071995207,0.9782036],"study_design_scores_gemma":[0.00030746582,0.00065561244,0.00043713927,0.0023835558,0.00006599119,0.009335616,0.00029701195,0.00003931293,9.205376e-9,0.00003687248,0.986335,0.00010641736],"about_ca_topic_score_codex":0.0007060633,"about_ca_topic_score_gemma":0.000011054918,"teacher_disagreement_score":0.97913545,"about_ca_system_score_codex":0.00082433876,"about_ca_system_score_gemma":0.023969682,"threshold_uncertainty_score":0.9815635},"labels":[],"label_agreement":null},{"id":"W3015104139","doi":"10.1016/j.jmir.2020.02.003","title":"International Student Mobility in Radiography: Agency and Experience","year":2020,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"Direktoratet for internasjonalisering og kvalitetsutvikling i høgare utdanning","keywords":"Agency (philosophy); Radiography; Medical physics; Medicine; Nuclear medicine; Radiology; Sociology","score_opus":0.027725640559555557,"score_gpt":0.3958252204810354,"score_spread":0.36809957992147985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015104139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927234,0.00517214,0.00021118294,0.06671106,0.00038317012,0.00003675085,3.776086e-7,0.0000033429797,0.00024800238],"genre_scores_gemma":[0.9903067,0.005635228,0.0002574051,0.003581344,0.0002163488,6.1886954e-7,1.7619934e-7,8.881038e-7,0.0000013271649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986017,0.000039741913,0.00032735744,0.000104844155,0.0008180505,0.00010833992],"domain_scores_gemma":[0.99930435,0.00010847969,0.000103826176,0.00002108677,0.000047169593,0.00041510767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439353,0.00004012921,0.00014237915,0.00013288633,0.00004745364,0.000030682186,0.00009026854,0.000020801124,0.00004764367],"category_scores_gemma":[0.00087412173,0.000026966043,0.000028385099,0.00024340242,0.00025900957,0.00018329958,0.000020960744,0.00014829925,2.8839756e-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":[0.000025450412,0.00004846457,0.8904495,0.00001511332,0.000003628998,0.00007544656,0.0026520165,0.000002549823,0.00006233217,0.000046815065,0.0006505673,0.10596809],"study_design_scores_gemma":[0.0007399732,0.00008531453,0.97870255,0.00007958284,0.0000050307635,0.00024395958,0.0035654784,0.008667647,0.000011799227,0.000070421316,0.007794239,0.000034038883],"about_ca_topic_score_codex":0.000021876176,"about_ca_topic_score_gemma":5.9548313e-7,"teacher_disagreement_score":0.105934046,"about_ca_system_score_codex":0.000014424736,"about_ca_system_score_gemma":0.00014725972,"threshold_uncertainty_score":0.10996433},"labels":[],"label_agreement":null},{"id":"W3015213308","doi":"10.1097/acm.0000000000003383","title":"Motivations for and Challenges in the Development of Global Medical Curricula: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario Institute for Cancer Research; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"PsycINFO; CINAHL; Curriculum; MEDLINE; Inclusion (mineral); Medical education; Scopus; Operationalization; Medicine; Delphi method; Cochrane Library; Psychology; Computer science; Political science; Pedagogy","score_opus":0.3039520096337444,"score_gpt":0.49481426874611684,"score_spread":0.19086225911237242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015213308","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":[0.000005597828,0.9661309,0.00008658851,0.02953476,0.00014418851,0.0037300694,0.000008522415,0.000015650905,0.00034372217],"genre_scores_gemma":[0.000013408908,0.9951875,0.00017964892,0.0035952628,0.00042291038,0.0004902213,0.00009296745,0.000014134919,0.0000039254273],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99631715,0.00021542051,0.001941441,0.00038813538,0.00076922856,0.00036862365],"domain_scores_gemma":[0.9975144,0.0013437333,0.0004611112,0.00021944451,0.00007734925,0.00038396276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003589167,0.00030402813,0.0028914323,0.000075149364,0.00004613086,7.684237e-7,0.00025386154,0.00047129704,0.00003346123],"category_scores_gemma":[0.0071144593,0.00016052194,0.00012469066,0.00058643456,0.00015565407,0.0000212224,0.00006816833,0.00082735706,0.000004038812],"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":[0.0000043776718,0.000007048764,0.00005700196,0.3548012,0.000025177054,0.000009674456,0.00022374518,4.8109017e-10,4.296332e-9,0.0009093283,0.0021330535,0.6418294],"study_design_scores_gemma":[0.00030132974,0.000047047688,0.000062752486,0.50725526,0.00032725235,0.00019015408,0.00009296621,8.918118e-7,8.182674e-9,0.000045008062,0.49161267,0.00006466338],"about_ca_topic_score_codex":0.0000044260337,"about_ca_topic_score_gemma":0.000010516088,"teacher_disagreement_score":0.6417647,"about_ca_system_score_codex":0.0001215942,"about_ca_system_score_gemma":0.0023588648,"threshold_uncertainty_score":0.8517186},"labels":[],"label_agreement":null},{"id":"W3015512266","doi":"10.2106/jbjs.19.01150","title":"Clinical Observership Opportunities in North America for International Orthopaedic Surgeons","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Subspecialty; Medicine; Cohort; Duration (music); Family medicine; Academic institution; Orthopedic surgery; Medical education; Library science; Surgery; Internal medicine","score_opus":0.21769740190727424,"score_gpt":0.34411378074843846,"score_spread":0.12641637884116422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015512266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96923167,0.0012502339,0.00011681201,0.027927538,0.0011682761,0.00010914429,0.00002413528,0.000009911006,0.00016226117],"genre_scores_gemma":[0.97958255,0.0071809124,0.0003555208,0.011976199,0.0007881141,0.0000031833367,0.000032420307,0.000012176065,0.00006894415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973853,0.00009468809,0.0018204027,0.00013303029,0.00029334798,0.0002732176],"domain_scores_gemma":[0.997169,0.0010646346,0.0006740326,0.000069562026,0.0003552988,0.00066745206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020533458,0.000111591304,0.0010391105,0.0002992241,0.000032405933,0.000014070496,0.00001946394,0.000072289164,0.00006665224],"category_scores_gemma":[0.003972421,0.00009223313,0.0006124559,0.00017449763,0.000076422286,0.00014279525,0.000023489622,0.00032541287,0.0000026576522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013515067,0.00012943933,0.89863867,0.00021763578,0.000057847017,0.0010576523,0.00009578525,0.0000020064215,0.0000047612784,0.000013616187,0.060503516,0.03792757],"study_design_scores_gemma":[0.0010568341,0.00029609608,0.7892146,0.00025350333,0.00004697367,0.0002341535,0.0006075363,0.000156174,0.0000023721584,0.00003293924,0.20800097,0.00009784726],"about_ca_topic_score_codex":0.00002340384,"about_ca_topic_score_gemma":0.00002770444,"teacher_disagreement_score":0.14749746,"about_ca_system_score_codex":0.000028589195,"about_ca_system_score_gemma":0.0006247465,"threshold_uncertainty_score":0.4755646},"labels":[],"label_agreement":null},{"id":"W3016160212","doi":"10.1186/s12961-020-0543-x","title":"Using a rapid environmental scan methodology to map country-level global health research expertise in Canada","year":2020,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Public Health; Centre for Global Health Research; University of Ottawa; McMaster University; York University","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; Government of Ontario","keywords":"Health services research; Global health; Health policy; Public health; Agency (philosophy); Context (archaeology); Funding Agency; Political science; Public relations; International health; Equity (law); Medicine; Sociology; Social science; Nursing; Geography","score_opus":0.7679050302720809,"score_gpt":0.5972525157251659,"score_spread":0.170652514546915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016160212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6522051,0.04676177,0.00037937413,0.29146323,0.0006495064,0.0062795547,0.0012980937,0.000043818065,0.00091957947],"genre_scores_gemma":[0.96648693,0.0017712932,0.000518472,0.029972136,0.0009368476,0.0001326832,0.000036869642,0.000029061428,0.000115676194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98448944,0.0078118765,0.0011150752,0.00074744766,0.002211903,0.003624259],"domain_scores_gemma":[0.9924301,0.001118145,0.00010983395,0.0004034806,0.00016052746,0.005777906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017199166,0.000225012,0.0010447704,0.0004958117,0.00066884205,0.00005037399,0.00020430468,0.00014897701,0.000030309488],"category_scores_gemma":[0.002949773,0.00020932783,0.000038216607,0.0017186909,0.00021888883,0.000064224434,0.00022922254,0.00109181,0.000031659707],"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":[0.006561328,0.0005102943,0.19911833,0.02061366,0.00011498944,0.0015502609,0.017793465,0.00020681559,0.00092181604,0.010634365,0.5426196,0.1993551],"study_design_scores_gemma":[0.007808648,0.0072869756,0.24609216,0.004059914,0.0000068307745,0.0014488044,0.053839415,0.03064804,0.0000505238,0.00027410814,0.64759195,0.0008926349],"about_ca_topic_score_codex":0.98971444,"about_ca_topic_score_gemma":0.70378643,"teacher_disagreement_score":0.31428188,"about_ca_system_score_codex":0.017310455,"about_ca_system_score_gemma":0.04668117,"threshold_uncertainty_score":0.98646194},"labels":[],"label_agreement":null},{"id":"W3016523409","doi":"10.1080/17549507.2020.1743358","title":"Speech-language pathology and ethical practice in global contexts","year":2020,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"Context (archaeology); Speech-Language Pathology; Work (physics); Psychology; Language barrier; Public relations; Medicine; Medical education; Political science","score_opus":0.014536396439633593,"score_gpt":0.36985806603430027,"score_spread":0.35532166959466666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016523409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92139035,0.0059283245,0.0004117154,0.067544825,0.0010931718,0.00018925902,0.000057572546,0.000027817116,0.00335694],"genre_scores_gemma":[0.9470271,0.00055065635,0.0066879126,0.044481147,0.0011703838,0.000002509287,0.000018864797,0.00001792547,0.000043494554],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9971593,0.00038872252,0.0010032783,0.00033873113,0.000663503,0.000446458],"domain_scores_gemma":[0.9977116,0.0005145318,0.0005320506,0.0001563756,0.000570376,0.00051506143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013639813,0.00022701148,0.0006920419,0.00022553487,0.000028015733,0.000030192901,0.00028733618,0.00047039505,0.00024562355],"category_scores_gemma":[0.006990348,0.00020006517,0.00016024898,0.00022632859,0.00018858447,0.00015322513,0.00014777444,0.0014347645,0.00006369868],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005627874,0.00037534363,0.044549234,0.00009585452,0.00018468947,0.625039,0.008892017,0.000006285633,0.018025963,0.001843677,0.0023686143,0.29299146],"study_design_scores_gemma":[0.021039745,0.00438997,0.23738801,0.00074503885,0.0003716666,0.6815562,0.01974632,0.00031482772,0.004259084,0.0016279228,0.027691972,0.0008692064],"about_ca_topic_score_codex":0.00010199686,"about_ca_topic_score_gemma":0.000073834024,"teacher_disagreement_score":0.29212224,"about_ca_system_score_codex":0.00018513571,"about_ca_system_score_gemma":0.00034749327,"threshold_uncertainty_score":0.8368604},"labels":[],"label_agreement":null},{"id":"W3016682952","doi":"","title":"Development of core public health competencies for Ethiopia","year":2020,"lang":"en","type":"article","venue":"Ethiopian Journal of Health Development","topic":"Global Health and Surgery","field":"Medicine","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; Core competency; Context (archaeology); Stakeholder; Medical education; Medicine; Public relations; Political science; Nursing; Management","score_opus":0.2133276316361584,"score_gpt":0.37384702269140585,"score_spread":0.16051939105524746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016682952","genre_codex":"empirical","genre_gemma":"methods","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":[0.5313763,0.010512967,0.04505758,0.4082994,0.0019715854,0.0023289446,0.000024276516,0.00008470608,0.00034427838],"genre_scores_gemma":[0.42980546,0.00050566695,0.51098543,0.058230236,0.00026575013,0.00002280662,0.000049748007,0.00004481947,0.00009010669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993901,0.00017724252,0.0035592448,0.0002753149,0.0010253771,0.0010617924],"domain_scores_gemma":[0.994435,0.00024040799,0.0020501716,0.0001698622,0.0009980664,0.0021064982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065397853,0.00027708575,0.001459899,0.00029410736,0.00041727792,0.000016063394,0.0002448018,0.00014379693,0.00005812149],"category_scores_gemma":[0.00082469895,0.00023120824,0.00019841635,0.00043327393,0.00008236457,0.00010728407,0.00006016395,0.00067625096,0.0000143202315],"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":[0.001559275,0.0008869399,0.033007912,0.019941902,0.00056437234,0.00006756822,0.13559198,0.000009365234,0.00042526438,0.0046066754,0.04236336,0.76097536],"study_design_scores_gemma":[0.0031041233,0.0014949319,0.085628405,0.0014746382,0.000010555488,0.00017591388,0.0038168312,0.000025502804,0.0005109484,0.00006039484,0.90345854,0.00023920604],"about_ca_topic_score_codex":0.000008473535,"about_ca_topic_score_gemma":0.000025576124,"teacher_disagreement_score":0.8610952,"about_ca_system_score_codex":0.00077929156,"about_ca_system_score_gemma":0.035579674,"threshold_uncertainty_score":0.9698877},"labels":[],"label_agreement":null},{"id":"W3016726595","doi":"10.1080/17441692.2020.1752767","title":"What Happened to the Global Forum for Health Research?","year":2020,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Associated Medical Services","keywords":"Global health; Institution; Political science; Ideology; Economic growth; Public relations; Public administration; Sociology; Health care; Law; Economics","score_opus":0.2119132656478117,"score_gpt":0.46666243274122354,"score_spread":0.25474916709341183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016726595","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":[0.0054106535,0.0058712885,0.004110644,0.9756517,0.0014671945,0.0042259893,0.00060787355,0.00022952752,0.0024251568],"genre_scores_gemma":[0.36608535,0.0007524162,0.0013319965,0.6305001,0.0008541663,0.00017692777,0.00018046358,0.00002165449,0.00009693922],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924726,0.0006664958,0.00095284707,0.0008063141,0.0013263397,0.0037753903],"domain_scores_gemma":[0.99084973,0.00021251313,0.00018096712,0.0006922541,0.0006453958,0.007419128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065004197,0.00028404564,0.00079869654,0.00006933983,0.0010058284,0.00031833694,0.0005012206,0.00015057361,0.00005523448],"category_scores_gemma":[0.0030341097,0.00020792075,0.00022483578,0.0025234544,0.00012297768,0.00036844474,0.00025804102,0.00042994757,0.00049399765],"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":[0.00043162238,0.00012366967,0.00536809,0.00043533277,0.000024348972,0.0000070898236,0.0003074023,0.000002700951,1.7470887e-7,0.027399365,0.7893325,0.17656769],"study_design_scores_gemma":[0.001226282,0.0024014136,0.012942255,0.00014368845,0.0000033197364,0.00005579091,0.003356039,0.00028854414,4.488155e-7,0.0013011099,0.9781428,0.00013832172],"about_ca_topic_score_codex":0.0019866305,"about_ca_topic_score_gemma":0.0018958346,"teacher_disagreement_score":0.3606747,"about_ca_system_score_codex":0.0026587653,"about_ca_system_score_gemma":0.011034081,"threshold_uncertainty_score":0.99457246},"labels":[],"label_agreement":null},{"id":"W3016860502","doi":"10.1016/j.amjsurg.2020.04.011","title":"A right to surgery: Navigating global surgery through a human rights lens","year":2020,"lang":"en","type":"editorial","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 de Sherbrooke; Université de Montréal","funders":"","keywords":"Human rights; Right to health; Cultural rights; Declaration; Political science; Right to property; Health care; Law; International human rights law; Covenant; Global health; Fundamental rights; International Covenant on Civil and Political Rights; International health; Economic growth; Health policy; Public administration","score_opus":0.03461309976620009,"score_gpt":0.34331273746924823,"score_spread":0.30869963770304815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016860502","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":[0.43053705,0.00179873,0.00004888074,0.013253153,0.5526591,0.00044117332,0.0003938766,0.00014772473,0.00072033267],"genre_scores_gemma":[0.25374123,0.0009302687,0.00031096488,0.0074486276,0.7369312,0.0000284649,0.00030288065,0.00019545874,0.00011090798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885089,0.0012466954,0.003999841,0.00080898823,0.0034754542,0.0019601416],"domain_scores_gemma":[0.9687838,0.021182451,0.0055932566,0.0010704593,0.0016547061,0.0017153283],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0062216423,0.0010814697,0.006781591,0.00039353155,0.00071937876,0.0001456412,0.00061645574,0.00047184178,0.00012439162],"category_scores_gemma":[0.0059941895,0.0007274984,0.0033574803,0.00288948,0.00076299265,0.00035697245,0.00019551294,0.0035053203,0.00015474192],"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":[0.0022132394,0.00018921636,0.0131005505,0.00036972374,0.0006464524,0.0044883653,0.00017449986,0.0000022545942,0.000016417502,0.000017335738,0.97336876,0.0054131816],"study_design_scores_gemma":[0.00027849933,0.00032061792,0.005071159,0.005629896,0.0006449631,0.0011772658,0.00016769869,0.0000010563591,0.000041722058,0.0005815162,0.98528016,0.00080543326],"about_ca_topic_score_codex":0.0026831683,"about_ca_topic_score_gemma":0.00005116361,"teacher_disagreement_score":0.1842721,"about_ca_system_score_codex":0.0009494294,"about_ca_system_score_gemma":0.0053563146,"threshold_uncertainty_score":0.9995176},"labels":[],"label_agreement":null},{"id":"W3017000578","doi":"","title":"LibGuides: Temporary Access to Additional Scholarly Resources During COVID-19: General Content - Free Access To All","year":2020,"lang":"en","type":"libguides","venue":"","topic":"Global Health and Surgery","field":"Medicine","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); Pandemic; Free access; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Computer science; Internet privacy; World Wide Web; Medicine; Virology","score_opus":0.14665559879432224,"score_gpt":0.37196098106545517,"score_spread":0.22530538227113292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017000578","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":[0.09592833,0.0047874036,0.00038152782,0.69304365,0.0058280276,0.008861818,0.04909688,0.0024061035,0.13966624],"genre_scores_gemma":[0.0030122446,0.0005401044,0.0034682306,0.8930427,0.01025035,0.0010680316,0.015980655,0.00027678546,0.0723609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99272674,0.0002309462,0.0018136627,0.0017100903,0.0020278695,0.0014906734],"domain_scores_gemma":[0.9892879,0.0006368552,0.00042052462,0.0013310448,0.0006611153,0.0076625645],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006734469,0.0009279969,0.0017540666,0.0010623627,0.0004608249,0.0015670981,0.0023831723,0.0008004487,0.01818295],"category_scores_gemma":[0.009606741,0.0008102616,0.00052767113,0.0010105447,0.00009275085,0.0015870044,0.0024512594,0.001449634,0.0005809837],"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":[0.0015386206,0.0001257773,0.011645813,0.002114993,0.0002580995,0.0015865503,0.00014421502,0.000026949141,0.000060379793,0.00007141311,0.9821055,0.00032169477],"study_design_scores_gemma":[0.0015823336,0.00034277613,0.03375638,0.0011159058,0.000116241325,0.0001585539,0.000141023,0.000010669928,0.00011678581,0.00015423255,0.9617094,0.0007957207],"about_ca_topic_score_codex":0.006307972,"about_ca_topic_score_gemma":0.00059523457,"teacher_disagreement_score":0.19999902,"about_ca_system_score_codex":0.00090852834,"about_ca_system_score_gemma":0.0036455002,"threshold_uncertainty_score":0.9994694},"labels":[],"label_agreement":null},{"id":"W3017335954","doi":"10.1213/ane.0000000000004794","title":"Retention and Migration of Rwandan Anesthesiologists: A Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; Children's Hospital of Eastern Ontario; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Thematic analysis; Medicine; Salary; Qualitative research; Health care; Nursing; Medical education; Family medicine; Political science; Sociology","score_opus":0.045300662558299065,"score_gpt":0.3351300296406998,"score_spread":0.28982936708240076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017335954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883404,0.00052801904,0.000046275225,0.010444718,0.0000063592834,0.00046851265,0.0000010689023,0.000046814133,0.00011786475],"genre_scores_gemma":[0.99694145,0.00010622331,0.00022564476,0.0025983325,0.000045116554,0.000014401868,0.000023678755,0.000010831308,0.000034325825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985953,0.00028784038,0.00039379738,0.0002741958,0.00024590414,0.0002029465],"domain_scores_gemma":[0.9992193,0.0001042256,0.00015135566,0.00014926515,0.00013002568,0.0002458307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056746916,0.0001354534,0.00042904104,0.000070006594,0.000058495596,0.000008751249,0.00004488641,0.00007779602,0.000022144057],"category_scores_gemma":[0.00012963748,0.0001099933,0.00007612492,0.00029178543,0.000093879375,0.00007057185,0.000007938519,0.00010856585,0.000011216753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034561658,0.0008558647,0.9030823,0.00079703424,0.00014591495,0.001391148,0.07459771,0.0000019538477,0.0021956372,0.002488151,0.0048303315,0.0061577577],"study_design_scores_gemma":[0.0013328101,0.004344276,0.9468138,0.00008908898,0.00016917972,0.00024510987,0.043393128,0.00022838701,0.0002954986,0.00024550184,0.0026689437,0.00017426182],"about_ca_topic_score_codex":0.00033273388,"about_ca_topic_score_gemma":0.00002612802,"teacher_disagreement_score":0.043731485,"about_ca_system_score_codex":0.000018617613,"about_ca_system_score_gemma":0.000079102094,"threshold_uncertainty_score":0.44853964},"labels":[],"label_agreement":null},{"id":"W3019111391","doi":"10.1136/bmjgh-2020-002319","title":"Ethical considerations in global surgery: a scoping review","year":2020,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":66,"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 Alberta","funders":"University of Alberta; McMaster University","keywords":"Global health; Medicine; Systematic review; MEDLINE; Engineering ethics; Political science; Nursing; Public health; Engineering","score_opus":0.16864185464710213,"score_gpt":0.5393104212501983,"score_spread":0.3706685666030962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019111391","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":[3.3445593e-7,0.9349354,0.000023373843,0.0513914,0.00093525904,0.009236681,0.00061226165,0.00018599351,0.0026792744],"genre_scores_gemma":[0.000007790476,0.8954836,0.0004693214,0.10259053,0.00046909417,0.00043608682,0.0005003411,0.000034236975,0.000009008582],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99036306,0.0019097256,0.004102731,0.0010791314,0.00093285437,0.0016125237],"domain_scores_gemma":[0.99455875,0.001154995,0.0010745783,0.0007710592,0.00018474906,0.0022558437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004040679,0.00077671284,0.008679016,0.00011597207,0.00018461364,0.000039212686,0.00015168761,0.0010733224,0.00019381905],"category_scores_gemma":[0.005940011,0.00067961746,0.0012210828,0.0022858484,0.00011870802,0.00005603835,0.00013744646,0.0017874909,0.00061384006],"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":true,"study_design_scores_codex":[0.000014995038,0.00006335773,0.0001687384,0.36838055,0.000029630786,0.0008080123,0.0000025933527,4.2607056e-8,7.225846e-11,0.0021207829,0.13672681,0.4916845],"study_design_scores_gemma":[0.00017315631,0.000066583416,0.00007962171,0.4947944,0.00016184899,0.0023502605,0.0000024435465,0.0000017094931,6.197454e-10,0.00017446297,0.5019531,0.0002423929],"about_ca_topic_score_codex":0.0008704358,"about_ca_topic_score_gemma":0.0011532702,"teacher_disagreement_score":0.4914421,"about_ca_system_score_codex":0.0038995014,"about_ca_system_score_gemma":0.059808362,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W3020488281","doi":"10.3390/ijerph17082963","title":"A Scientometric Analysis of Global Health Research","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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":"Environmental health; Data science; Computer science; Medicine","score_opus":0.2360323256156664,"score_gpt":0.5230924081017609,"score_spread":0.28706008248609455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020488281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8503014,0.005618263,0.00022063048,0.14276819,0.00012856335,0.00021525417,0.00020337562,0.0000037589912,0.0005406071],"genre_scores_gemma":[0.9890253,0.0063908882,0.00032819566,0.003976884,0.00021023973,0.000001864066,0.000030368574,0.000005900068,0.000030385132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930647,0.00065359357,0.00090649904,0.00024100997,0.0042647575,0.00086943107],"domain_scores_gemma":[0.9955513,0.00044405376,0.00031739808,0.00013179575,0.00057697325,0.0029785004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01145756,0.000086905246,0.00052109885,0.002434505,0.00016239655,0.000063738495,0.00034131948,0.00005303683,0.00031043473],"category_scores_gemma":[0.0020982292,0.0000719889,0.00015523778,0.0052360627,0.00046034768,0.00018689338,0.00020545338,0.00068072195,0.000013119814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009749248,0.0017694299,0.7164566,0.00014644873,0.0010217342,0.00013763871,0.0007679002,0.0000062351596,0.00013164911,0.0021646116,0.012284474,0.2641384],"study_design_scores_gemma":[0.0012360556,0.0040587527,0.949302,0.00007202459,0.000012689737,0.00012719788,0.0018787296,0.00041484233,0.000009045272,0.0002659089,0.04257063,0.000052081818],"about_ca_topic_score_codex":0.00038076701,"about_ca_topic_score_gemma":0.000029193838,"teacher_disagreement_score":0.2640863,"about_ca_system_score_codex":0.0017039268,"about_ca_system_score_gemma":0.0032299107,"threshold_uncertainty_score":0.5729723},"labels":[],"label_agreement":null},{"id":"W3021035734","doi":"10.3171/2020.2.jns192517","title":"Global neurosurgery: a scoping review detailing the current state of international neurosurgical outreach","year":2020,"lang":"en","type":"review","venue":"Journal of neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":53,"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":"Outreach; Medicine; Neurosurgery; Global health; Economic shortage; Grey literature; Medical education; MEDLINE; Nursing; Surgery; Political science; Public health","score_opus":0.08536739905911514,"score_gpt":0.41429004598943686,"score_spread":0.3289226469303217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021035734","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":[0.00021914166,0.9871046,0.000034848003,0.0020836918,0.008890935,0.0013467792,0.0001417943,0.000034169425,0.00014403755],"genre_scores_gemma":[0.00024461205,0.99587584,0.000022251545,0.0025935483,0.0011077677,0.000022861865,0.000031269457,0.00008086258,0.000021016644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897737,0.0011671999,0.0058411616,0.0005829372,0.0018581216,0.0007768996],"domain_scores_gemma":[0.98998815,0.0022381863,0.005498612,0.0006307518,0.00073866366,0.00090562424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027077547,0.0007760899,0.0062030563,0.0004967145,0.00010149476,0.000077863595,0.0006915227,0.00013462754,0.00003890911],"category_scores_gemma":[0.00507556,0.00048510998,0.0039726626,0.001839529,0.00018854682,0.00019729744,0.00026043563,0.0020711506,0.000023790099],"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":[0.00018856548,0.00021720066,0.0011149037,0.100257345,0.00015430717,0.0022992417,0.000004834258,0.0000031281763,4.951941e-7,0.0000036829424,0.010062388,0.8856939],"study_design_scores_gemma":[0.00023416833,0.00013434797,0.00041488218,0.29242334,0.0010707171,0.006362068,6.272372e-7,0.000010198433,3.2066066e-7,0.000008258219,0.69913274,0.00020833459],"about_ca_topic_score_codex":0.0000022731501,"about_ca_topic_score_gemma":9.380818e-7,"teacher_disagreement_score":0.8854856,"about_ca_system_score_codex":0.00022488146,"about_ca_system_score_gemma":0.0044279112,"threshold_uncertainty_score":0.99976003},"labels":[],"label_agreement":null},{"id":"W3021690690","doi":"10.26481/dis.20200519mg","title":"A Critical Review of Global Curriculum Development, Content and Implementation in Oncology","year":2020,"lang":"en","type":"review","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Curriculum; Unintended consequences; Diversity (politics); Perspective (graphical); Curriculum development; Engineering ethics; Medical education; Work (physics); Medicine; Political science; Oncology; Psychology; Pedagogy; Engineering; Computer science","score_opus":0.13408128263817057,"score_gpt":0.501099867323528,"score_spread":0.3670185846853574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021690690","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":[0.00000692827,0.9946181,0.0000127602,0.0012979626,0.00012102706,0.0012310504,0.000024428693,0.000011509586,0.0026761934],"genre_scores_gemma":[0.000011526201,0.9953296,0.0010680875,0.0033210088,0.00003098128,0.00009570273,0.00012942769,0.00000618821,0.000007486079],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979415,0.00015179503,0.0012189221,0.0002450041,0.00016961027,0.0002731566],"domain_scores_gemma":[0.9992023,0.00013612684,0.00016317033,0.00008521332,0.00011651871,0.00029666306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045671873,0.00018208395,0.0022312007,0.000038776045,0.000012050366,0.0000023238597,0.000039585262,0.00013799894,0.00027600126],"category_scores_gemma":[0.0005406347,0.00012838187,0.00013630313,0.00030727233,0.000037747497,0.000022075286,0.000053465657,0.00016728688,0.000019344825],"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":[0.0000037700802,0.000050046834,0.000826375,0.26305017,0.000018080931,0.000068893925,0.0000036511208,2.0488123e-11,5.0970597e-9,0.0013200318,0.0034063875,0.7312526],"study_design_scores_gemma":[0.00027104924,0.00012342066,0.00035951572,0.10195903,0.00025456224,0.00024098059,0.000050229042,1.6012086e-7,4.326078e-8,0.000006902022,0.89665216,0.00008196629],"about_ca_topic_score_codex":0.00016252205,"about_ca_topic_score_gemma":0.00012069893,"teacher_disagreement_score":0.89324576,"about_ca_system_score_codex":0.00046552354,"about_ca_system_score_gemma":0.0022839084,"threshold_uncertainty_score":0.5235261},"labels":[],"label_agreement":null},{"id":"W3023588147","doi":"10.1922/cdh_specialissuejamieson01","title":"Transnational corporations and oral health inequalities; an introduction.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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":"Agency (philosophy); Inequality; Medicine; Global health; Social determinants of health; Public health; Population; Health equity; Health policy; Politics; Globalization; Economic growth; Political science; Sociology; Environmental health; Social science; Law; Nursing; Economics","score_opus":0.050035600061871396,"score_gpt":0.296963757420541,"score_spread":0.24692815735866958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023588147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85891557,0.00012129253,0.00012447307,0.138541,0.0005539682,0.00082439877,0.000029227624,0.000057220062,0.0008328595],"genre_scores_gemma":[0.9933517,0.000010150187,0.00029171826,0.0042594597,0.00024578787,0.00015565824,0.00019800387,0.000006289057,0.0014812337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99918,0.000050495863,0.00019499796,0.00015748128,0.00015805614,0.0002589452],"domain_scores_gemma":[0.99940884,0.00002749911,0.00004303601,0.0001176343,0.000066527995,0.00033648135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005558934,0.000056591904,0.00015972301,0.00007240901,0.000052164633,0.000011075803,0.000016766346,0.00003320116,0.00008674277],"category_scores_gemma":[0.000041802956,0.000051142728,0.000019342679,0.000115431234,0.000025892623,0.0001271317,0.0000038440785,0.000081258244,0.000005095662],"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":[0.00033378616,0.0002859598,0.20027113,0.00034964998,0.00003056842,0.0000035751727,0.00033497164,0.000011899017,0.000011884681,0.6401399,0.025906505,0.13232017],"study_design_scores_gemma":[0.00067432993,0.00008290937,0.8910297,0.000001262176,0.000005565422,0.00004204914,0.00012332646,0.00008158196,0.0000059829135,0.0009999105,0.10689898,0.000054400956],"about_ca_topic_score_codex":0.00003238677,"about_ca_topic_score_gemma":0.00004202473,"teacher_disagreement_score":0.6907586,"about_ca_system_score_codex":0.000061068014,"about_ca_system_score_gemma":0.00015529331,"threshold_uncertainty_score":0.208554},"labels":[],"label_agreement":null},{"id":"W3023921590","doi":"10.5334/aogh.2799","title":"Comparing Approaches to Research in Global and International Health: An Exploratory Study","year":2020,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Empowerment; Global health; Mores; Exploratory research; Stakeholder; Political science; Public relations; Health care; Sociology; Social science; Politics; Law","score_opus":0.6796073149363642,"score_gpt":0.5377574425185383,"score_spread":0.14184987241782587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023921590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8187229,0.0021980065,0.00002396832,0.17670868,0.00013470414,0.0009821148,0.00007635926,0.00003293725,0.0011203007],"genre_scores_gemma":[0.977487,0.00023007044,0.00028271344,0.02177745,0.0001615935,0.000022494112,0.000028391232,0.000007709754,0.0000025471847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966628,0.00053518027,0.0007541945,0.0005012071,0.0007013308,0.00084530894],"domain_scores_gemma":[0.9973954,0.00004705281,0.00012053925,0.0002374013,0.00018574153,0.0020138929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030021968,0.00015032834,0.00067696295,0.000091042326,0.000116073505,0.000020709225,0.00018434484,0.00005715602,0.0000062694817],"category_scores_gemma":[0.00017329238,0.00014912285,0.000040136467,0.0010125099,0.00007203679,0.00014141499,0.00018192401,0.00026960284,0.000015834401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014636095,0.0012843809,0.9154344,0.00045058804,0.000022275264,0.000026608459,0.0030803997,0.000024067413,3.9333597e-7,0.0036124531,0.013166977,0.0614338],"study_design_scores_gemma":[0.0014788402,0.0064709475,0.9699017,0.00029626503,0.0000021655414,0.00001634091,0.015138056,0.0009068715,0.0000022017769,0.0007726722,0.00488279,0.00013116017],"about_ca_topic_score_codex":0.0032113758,"about_ca_topic_score_gemma":0.004695806,"teacher_disagreement_score":0.15876411,"about_ca_system_score_codex":0.00038848995,"about_ca_system_score_gemma":0.0014768065,"threshold_uncertainty_score":0.6081053},"labels":[],"label_agreement":null},{"id":"W3024183845","doi":"10.1007/s12630-016-0805-9","title":"Access to controlled medicines for anesthesia and surgical care in low-income countries: a narrative review of international drug control systems and policies","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; Bruyère","funders":"","keywords":"Legislation; Grey literature; Medicine; Drug control; Political science; Health care; MEDLINE; Business; Pharmacology; Law","score_opus":0.01113246483447568,"score_gpt":0.2976509220449921,"score_spread":0.28651845721051644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024183845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87360173,0.05217511,0.0000024451342,0.07251631,0.00031678905,0.0011629004,0.000022858645,0.0000031904694,0.00019864383],"genre_scores_gemma":[0.991626,0.0060285865,0.00003432129,0.0015272975,0.0006324709,0.000027377995,0.000004403488,0.000028064149,0.00009144587],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9968192,0.0001759711,0.0014790246,0.00023382468,0.0005480333,0.0007439275],"domain_scores_gemma":[0.9931457,0.00038767775,0.001298558,0.0002581033,0.0020909067,0.00281904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027287258,0.00032442002,0.0019175824,0.0008836188,0.00046465843,0.00029883024,0.0005330627,0.0001502715,0.000025389107],"category_scores_gemma":[0.0013579176,0.0002484966,0.00022500644,0.00015517592,0.00037454287,0.00045036344,0.00001148695,0.00041172066,5.08619e-7],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009032395,0.00005786411,0.4583686,0.011952667,0.00045543525,0.49685264,0.009855002,0.00007096617,0.0000032475518,0.001366493,0.010723262,0.0012614471],"study_design_scores_gemma":[0.012081741,0.0011658114,0.07321297,0.027163582,0.00025528186,0.8486932,0.0038319668,0.00005863253,0.0000032681933,0.000034640136,0.03321275,0.00028618466],"about_ca_topic_score_codex":0.011689347,"about_ca_topic_score_gemma":0.015051855,"teacher_disagreement_score":0.38515562,"about_ca_system_score_codex":0.0005866193,"about_ca_system_score_gemma":0.004616381,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W3024470756","doi":"10.1017/cem.2020.166","title":"MP18: Pre-departure and post-elective requirements for global health electives: a survey of Canadian Royal College emergency medicine programs","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Medicine; Residency training; Family medicine; Curriculum; Elective surgery; Cross-sectional study; Medical education; Continuing education; Psychology; Surgery","score_opus":0.12122859727971097,"score_gpt":0.3950104643946059,"score_spread":0.27378186711489494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024470756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6751541,0.08293759,0.000674121,0.2004353,0.018768242,0.0071142004,0.0030106963,0.0000523568,0.011853407],"genre_scores_gemma":[0.9923945,0.0022875534,0.0001293978,0.0028163015,0.0015036837,0.000024026951,0.00025365973,0.000048693262,0.0005421642],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9950342,0.000298245,0.0022567709,0.0004445941,0.0006277842,0.0013383965],"domain_scores_gemma":[0.9876152,0.00008640743,0.0009788455,0.0002391554,0.003035936,0.00804442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022712864,0.00041090374,0.0015018651,0.000708876,0.00028978198,0.0000023330565,0.00025905922,0.00020999889,0.0014009974],"category_scores_gemma":[0.0056995577,0.0003286319,0.00018012755,0.0024949,0.00025599616,0.00011186825,0.000012045462,0.00045156723,0.0000016868256],"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":[0.0015836194,0.00007657753,0.45263326,0.0010496819,0.00048814848,0.000116543524,0.0033032561,0.0000034756144,0.00006952778,0.000634472,0.5361943,0.0038471331],"study_design_scores_gemma":[0.0047044274,0.019880842,0.8443764,0.0011889498,0.0003768199,0.00011865572,0.0023564403,0.00018128719,0.000007934815,0.0004929627,0.1259475,0.00036780155],"about_ca_topic_score_codex":0.717545,"about_ca_topic_score_gemma":0.9249779,"teacher_disagreement_score":0.41024682,"about_ca_system_score_codex":0.0008208886,"about_ca_system_score_gemma":0.012267928,"threshold_uncertainty_score":0.99991655},"labels":[],"label_agreement":null},{"id":"W3025195727","doi":"10.1016/j.jogc.2020.02.101","title":"A review of obstetrics &amp; gynecology training objectives for a novel global surgery fellowship program","year":2020,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Context (archaeology); Global health; Curriculum; Workforce; MEDLINE; Gynecology; Obstetrics; Inclusion (mineral); Family medicine; Pregnancy; Nursing; Public health","score_opus":0.08806640191594975,"score_gpt":0.3557697195540684,"score_spread":0.2677033176381186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025195727","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":[0.00008438863,0.9801534,0.000047061716,0.00041625148,0.016709661,0.0018457639,0.00042195202,0.000011488691,0.00031002617],"genre_scores_gemma":[0.00027745258,0.9952437,0.0020434302,0.002037837,0.00014744897,0.00007448445,0.000098908255,0.000044265253,0.000032446413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948271,0.00025931478,0.0030384215,0.00043378462,0.000557478,0.00088389736],"domain_scores_gemma":[0.9577116,0.036153685,0.0034677794,0.0002780745,0.0013275981,0.0010613122],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001480145,0.00055253104,0.0067316955,0.0005315141,0.00010381157,0.000015633268,0.0002615864,0.00067676883,0.000049260907],"category_scores_gemma":[0.12511873,0.00043946682,0.0012419362,0.0022790919,0.00014877824,0.000057074754,0.000074778756,0.00094904134,6.196004e-7],"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":[0.000009118245,0.0001890949,0.0008234661,0.12980041,0.0005243056,0.0009470297,0.000014998367,1.3398812e-7,1.0943528e-8,0.00003851203,0.013447508,0.8542054],"study_design_scores_gemma":[0.0010074408,0.00077535387,0.0011498894,0.010986195,0.0023006718,0.00096391485,0.000060780305,0.000002884441,2.5911241e-8,0.00002138319,0.9824423,0.00028916533],"about_ca_topic_score_codex":0.0011261714,"about_ca_topic_score_gemma":0.002264821,"teacher_disagreement_score":0.9689948,"about_ca_system_score_codex":0.003069789,"about_ca_system_score_gemma":0.03661537,"threshold_uncertainty_score":0.9998057},"labels":[],"label_agreement":null},{"id":"W3025297858","doi":"10.1111/ans.15950","title":"Australian contribution to global otolaryngology research: 2008–2018","year":2020,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Otorhinolaryngology; Medicine; Publishing; Scopus; Head and neck surgery; Family medicine; Index (typography); MEDLINE; Surgery; Political science","score_opus":0.18930414785627597,"score_gpt":0.4093840609020959,"score_spread":0.22007991304581992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025297858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90731364,0.00077667215,0.000120092795,0.090258755,0.0008296029,0.00017155895,0.000023619801,0.00001750656,0.0004885564],"genre_scores_gemma":[0.9866205,0.00022789786,0.00016409736,0.011777491,0.0011230021,0.0000019969873,0.000009659327,0.00000881586,0.00006653517],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973849,0.00026391863,0.0007773522,0.00016634219,0.00066014926,0.00074735604],"domain_scores_gemma":[0.99665636,0.00043697393,0.00019368246,0.00013756508,0.0009601752,0.00161526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002607702,0.00011831679,0.0006435041,0.00019975626,0.00009451212,0.000018889981,0.00009914123,0.00014962113,0.0002262881],"category_scores_gemma":[0.0033029662,0.000099378914,0.0002628365,0.0008894091,0.000087524546,0.00013409521,0.00003759993,0.0005078904,0.00027916222],"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":[0.0019558233,0.00009311519,0.3473439,0.00007598385,0.000053314783,0.002332026,0.000045295776,0.000002421053,0.00065080024,0.00023521436,0.6447517,0.002460405],"study_design_scores_gemma":[0.00077877543,0.0007967005,0.53312176,0.00029340948,0.000042018106,0.0021514606,0.0001437731,0.000008495654,0.0007314986,0.00026459378,0.46153748,0.00013001288],"about_ca_topic_score_codex":0.000058740352,"about_ca_topic_score_gemma":0.0000049172722,"teacher_disagreement_score":0.1857779,"about_ca_system_score_codex":0.00020731709,"about_ca_system_score_gemma":0.00086345716,"threshold_uncertainty_score":0.40525544},"labels":[],"label_agreement":null},{"id":"W3025749468","doi":"10.1017/cem.2020.231","title":"P023: Development of a Canadian Global Health Emergency Medicine (GHEM) Certificate Program based on established best practices","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Certificate; Debriefing; Curriculum; Medical education; Medicine; Work (physics); Family medicine; Nursing; Psychology; Pedagogy; Engineering","score_opus":0.3321444763336749,"score_gpt":0.4398772813385764,"score_spread":0.10773280500490151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025749468","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":[0.19744389,0.026246307,0.0003811018,0.67078847,0.026435226,0.0031465052,0.0002204039,0.00008411764,0.075253986],"genre_scores_gemma":[0.98518455,0.0021871275,0.0016632417,0.0072840382,0.0028599477,0.000027504038,0.00017316229,0.00006913681,0.00055132055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933372,0.0002074053,0.0034026185,0.00046604642,0.0011541503,0.0014325789],"domain_scores_gemma":[0.9842392,0.000075972646,0.0024937605,0.0004276263,0.0014445889,0.011318803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021587755,0.00046414047,0.0014175312,0.0013439163,0.000335841,0.0000047657495,0.00044947607,0.00019627005,0.010201378],"category_scores_gemma":[0.006154041,0.00035898582,0.00020947405,0.003607002,0.00021191369,0.00017047608,0.0000108237855,0.0006873471,0.00003823089],"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":[0.0008054704,0.0003090307,0.11220197,0.0017082641,0.0002829834,0.00062697893,0.003616546,0.000043356922,0.00015337995,0.00024983916,0.8343946,0.045607585],"study_design_scores_gemma":[0.0023953614,0.006475449,0.04791993,0.001830444,0.0002603927,0.00005748422,0.002319915,0.00037189707,0.000032233842,0.000055548684,0.9379522,0.00032915175],"about_ca_topic_score_codex":0.4843115,"about_ca_topic_score_gemma":0.702694,"teacher_disagreement_score":0.78774065,"about_ca_system_score_codex":0.0010595361,"about_ca_system_score_gemma":0.025545297,"threshold_uncertainty_score":0.9998862},"labels":[],"label_agreement":null},{"id":"W3026115723","doi":"10.5539/gjhs.v12n8p1","title":"Global Surgery: The Perspective of Public Health Students","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Public health; Medicine; Curriculum; Health care; Medical education; International health; Family medicine; Nursing; Health education; Psychology; Political science; Pedagogy","score_opus":0.08754633345111776,"score_gpt":0.41931990811493824,"score_spread":0.3317735746638205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026115723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69540113,0.009571143,0.0007442289,0.29169348,0.0011230465,0.0004329755,0.00004854538,0.000021028174,0.00096443674],"genre_scores_gemma":[0.96745336,0.00085531065,0.00039131148,0.031094769,0.00019703597,9.155687e-7,8.0133634e-7,0.0000040841655,0.0000024367332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994089,0.00029255974,0.0014992659,0.00030613257,0.0026249813,0.0011880633],"domain_scores_gemma":[0.9942556,0.00010527523,0.001529506,0.00026797573,0.0014593754,0.0023822363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010409,0.00016845395,0.00093858887,0.00010296338,0.0004209742,0.000059487546,0.0007423615,0.000043834305,0.00001937434],"category_scores_gemma":[0.0018294706,0.00010745466,0.00025174776,0.0033066475,0.0006921838,0.000306154,0.00014436086,0.00027925184,0.000010540323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018789146,0.0002578509,0.9483338,0.00018075474,0.000030046418,0.000041703188,0.00039583165,0.000007831095,0.0000025785641,0.004531965,0.02107409,0.02495564],"study_design_scores_gemma":[0.0006830191,0.0011565783,0.98676896,0.00022001316,0.00001103582,0.0014176553,0.0038165068,0.000039073682,0.0000030313756,0.000583656,0.0052183704,0.000082111255],"about_ca_topic_score_codex":0.00085536053,"about_ca_topic_score_gemma":0.000028136008,"teacher_disagreement_score":0.27205223,"about_ca_system_score_codex":0.0021743032,"about_ca_system_score_gemma":0.02148024,"threshold_uncertainty_score":0.9840671},"labels":[],"label_agreement":null},{"id":"W3026632284","doi":"10.1016/j.wneu.2020.05.155","title":"Pediatric Neurosurgery in East Africa: An Education and Needs-Based Survey","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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":"American Association of Neurological Surgeons","keywords":"Medicine; Neurosurgery; Likert scale; Pediatric neurosurgery; Family medicine; Medical education; General surgery; Surgery","score_opus":0.05623025322857006,"score_gpt":0.2874518348331757,"score_spread":0.23122158160460565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026632284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908395,0.0007333762,0.0000074418817,0.0052173547,0.0012768694,0.00036837257,0.00003241211,0.0001553503,0.0013693554],"genre_scores_gemma":[0.97518843,0.00011564434,0.000031661155,0.023654237,0.000533437,0.000034362834,0.000096485994,0.00005484535,0.00029090053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971263,0.00047583884,0.00073657464,0.0005799227,0.0003758774,0.000705487],"domain_scores_gemma":[0.9973729,0.00081904774,0.00017157177,0.0003516657,0.000107240754,0.0011775254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008847166,0.00029404543,0.0006221441,0.0010253767,0.0000893624,0.000056050176,0.00008571518,0.00009088885,0.000063216896],"category_scores_gemma":[0.0013658568,0.000301126,0.000113575355,0.003299377,0.000059989252,0.00019687059,0.000040316652,0.00045616596,0.000041802174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000564574,0.0004887822,0.9681992,0.00024302582,0.0000019904533,0.00016429178,0.00012002834,0.0000143930565,0.00018189945,0.000028812647,0.026762307,0.0032306798],"study_design_scores_gemma":[0.0004906713,0.00012055536,0.98052216,0.00003849826,0.000023169396,0.000028852166,0.000041828043,0.0005807899,0.00003546784,0.000010261402,0.017861327,0.00024643767],"about_ca_topic_score_codex":0.00011808286,"about_ca_topic_score_gemma":0.000057578574,"teacher_disagreement_score":0.018436883,"about_ca_system_score_codex":0.000042708707,"about_ca_system_score_gemma":0.00092363305,"threshold_uncertainty_score":0.9999441},"labels":[],"label_agreement":null},{"id":"W3027303627","doi":"10.3390/socsci9050088","title":"Global Health Diplomacy Amid the COVID-19 Pandemic: A Strategic Opportunity for Improving Health, Peace, and Well-Being in the CARICOM Region—A Systematic Review","year":2020,"lang":"en","type":"article","venue":"Social Sciences","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Diplomacy; Global health; Political science; Economic growth; Summit; Preparedness; Sustainable development; Public relations; Health care; Law; Geography; Politics; Economics","score_opus":0.19413539352746934,"score_gpt":0.44272183524829095,"score_spread":0.24858644172082162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027303627","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":[0.045599055,0.092201136,0.0003688023,0.8479913,0.00024571744,0.008481832,0.000026790663,0.00012433514,0.0049610254],"genre_scores_gemma":[0.76909965,0.005223934,0.000023035147,0.22541824,0.00013643758,0.00008376503,0.0000051117972,0.0000033276865,0.000006477789],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.99720186,0.00085324014,0.00060111895,0.0003035211,0.00045642577,0.00058382197],"domain_scores_gemma":[0.99843204,0.00048363343,0.00038555477,0.00012310527,0.000042254374,0.000533401],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069039133,0.00013362661,0.0006334294,0.00002278815,0.0014408452,0.00006797539,0.00026048895,0.000046277106,0.0000026279522],"category_scores_gemma":[0.0013669027,0.00006989705,0.000098769284,0.00089480856,0.000329414,0.0000763608,0.000041659423,0.000182093,0.0000010629094],"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":[0.00015555149,0.00016863775,0.09029055,0.7173962,0.000040225896,0.000063100866,0.033590414,0.000003466697,0.0000012884244,0.11349017,0.0377956,0.007004783],"study_design_scores_gemma":[0.0117592355,0.01097357,0.06472618,0.090588674,0.0013454568,0.003646864,0.5317224,0.008618763,4.0635456e-7,0.21906446,0.054597937,0.0029560402],"about_ca_topic_score_codex":0.0033256803,"about_ca_topic_score_gemma":0.0010070998,"teacher_disagreement_score":0.7235006,"about_ca_system_score_codex":0.00032695392,"about_ca_system_score_gemma":0.0043720533,"threshold_uncertainty_score":0.99985915},"labels":[],"label_agreement":null},{"id":"W3029651813","doi":"10.1007/s00268-020-05608-w","title":"A Household Survey to Evaluate Access to Surgical Care in Vanuatu","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"University of Auckland","keywords":"Medicine; Health care; Psychological intervention; Demographics; Rural area; Socioeconomic status; Port (circuit theory); Family medicine; Geography; Socioeconomics; Nursing; Environmental health; Economic growth; Population; Demography","score_opus":0.15527537002337635,"score_gpt":0.3824590115883596,"score_spread":0.22718364156498325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029651813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97603226,0.0017725468,0.000012940357,0.019626694,0.00094104407,0.0002906466,0.000029140576,0.000022825603,0.0012718854],"genre_scores_gemma":[0.98175424,0.000173147,0.00010554104,0.017229693,0.0005908368,0.0000056311005,0.000009582278,0.000030432451,0.00010086703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967502,0.00036615648,0.0011717196,0.0002558759,0.0008150018,0.0006410574],"domain_scores_gemma":[0.99604493,0.0011343608,0.00022669359,0.00019461135,0.00046376113,0.0019356475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030486947,0.00020163105,0.0010820373,0.00088355294,0.0000411205,0.00004969929,0.00019706998,0.00006778911,0.00016239187],"category_scores_gemma":[0.0017534669,0.00016814466,0.0003007435,0.0022360913,0.000019093068,0.00017638705,0.000097153,0.00052598346,0.00005932363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049159685,0.00008712676,0.8451836,0.00015171396,0.000025514639,0.003650594,0.000283817,0.00021450086,0.000027506447,0.0000055619685,0.13172685,0.01372725],"study_design_scores_gemma":[0.00090835936,0.00017891117,0.8539714,0.00060102367,0.000026931966,0.0001837681,0.00010523555,0.0000083737195,0.00011202088,0.0000056614335,0.14372094,0.00017732229],"about_ca_topic_score_codex":0.00016332908,"about_ca_topic_score_gemma":0.0005400342,"teacher_disagreement_score":0.013549928,"about_ca_system_score_codex":0.00021630512,"about_ca_system_score_gemma":0.0009676642,"threshold_uncertainty_score":0.685674},"labels":[],"label_agreement":null},{"id":"W3034384016","doi":"10.1007/s40670-020-00999-w","title":"Using Experiential Simulation-Based Learning to Increase Engagement in Global Health Education: an Evaluation of Self-reported Participant Experience","year":2020,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Global Health and Surgery","field":"Medicine","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":"Impact; University of Toronto; University Health Network; Hamilton Health Sciences; McMaster University; Public Health Ontario","funders":"","keywords":"Thematic analysis; Likert scale; Experiential learning; Scale (ratio); Multidisciplinary approach; Medical education; Psychology; Computer science; Qualitative research; Mathematics education; Medicine; Sociology","score_opus":0.20576824883096045,"score_gpt":0.5164027074693649,"score_spread":0.31063445863840444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034384016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287605,0.000115764946,0.00082881,0.004598658,0.00073572807,0.00072363706,0.0000012786318,0.000040427214,0.000079671416],"genre_scores_gemma":[0.9901121,0.0000017743844,0.0025998785,0.0069314917,0.0002565591,0.000081259066,0.000010453905,0.000005337711,0.0000011321953],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952654,0.00039506127,0.00070842804,0.0004889676,0.0025807584,0.0005613791],"domain_scores_gemma":[0.9962083,0.000097679076,0.00018487319,0.00022545827,0.00045686128,0.0028268457],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0055243527,0.00011739773,0.00029351958,0.00012287898,0.00021498637,0.000021840073,0.00017491085,0.000051432366,0.0006231306],"category_scores_gemma":[0.012460792,0.00010693883,0.000035776946,0.0018733845,0.00019252402,0.00016979242,0.000049384795,0.00017337645,0.000007185341],"study_design_candidate":"observational","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":[0.00045519398,0.003978362,0.7925045,0.00026876226,0.000016201186,0.000021908756,0.05729406,0.03654045,0.0010846187,0.00017467709,0.00029459648,0.10736668],"study_design_scores_gemma":[0.0011523037,0.0005943747,0.13720529,0.00032416687,0.0000538633,0.000007819397,0.017444566,0.8401392,0.00040896932,0.000013681767,0.0024659254,0.00018985585],"about_ca_topic_score_codex":0.0015355586,"about_ca_topic_score_gemma":0.000040406827,"teacher_disagreement_score":0.80359876,"about_ca_system_score_codex":0.00088773144,"about_ca_system_score_gemma":0.04095017,"threshold_uncertainty_score":0.99585766},"labels":[],"label_agreement":null},{"id":"W3034766811","doi":"10.1016/j.jsurg.2020.03.026","title":"Global Surgery Opportunities in Canadian General Surgery Residencies: A Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; McMaster University","funders":"","keywords":"Academic institution; Program director; Curriculum; Medical education; Family medicine; Medicine; Cross-sectional study; Psychology; Library science; Pedagogy","score_opus":0.1123866296237671,"score_gpt":0.38044749408536843,"score_spread":0.2680608644616013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034766811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98341614,0.00093093736,0.0000011701109,0.0121946,0.0017673726,0.00017854794,0.000013158502,0.000010760702,0.0014872974],"genre_scores_gemma":[0.9951071,0.00039210197,0.00004038284,0.0029371816,0.0013140388,0.0000072143603,0.000025587064,0.000010019616,0.0001663731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971874,0.00019883484,0.0012982619,0.00018574283,0.0006281274,0.0005016484],"domain_scores_gemma":[0.9966639,0.00046658845,0.00033521708,0.00011129308,0.000593734,0.0018292369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022226004,0.00014671052,0.00061004935,0.00041929624,0.00008738803,0.000063019645,0.00007529953,0.00012709502,0.000392],"category_scores_gemma":[0.0012066463,0.00012934206,0.00028226295,0.0006477512,0.000058309004,0.0002709512,0.000012477887,0.00030163818,0.000013704857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006619672,0.0004107495,0.95816845,0.00006826838,0.000025087425,0.0013758208,0.00015824761,0.00002342843,8.587504e-7,0.00009702126,0.037070125,0.0019399939],"study_design_scores_gemma":[0.0004182464,0.00013402822,0.9611636,0.000085908556,0.000016487711,0.0012464032,0.0010427652,0.000029719702,0.0000011343932,0.000065037624,0.035694417,0.00010224986],"about_ca_topic_score_codex":0.067867324,"about_ca_topic_score_gemma":0.011602263,"teacher_disagreement_score":0.05626506,"about_ca_system_score_codex":0.00088141905,"about_ca_system_score_gemma":0.020075899,"threshold_uncertainty_score":0.98547935},"labels":[],"label_agreement":null},{"id":"W3034901192","doi":"10.22605/rrh5920","title":"Surgical care at rural district hospitals in low- and middle-income countries: an essential component of universal health coverage","year":2020,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"","keywords":"Component (thermodynamics); Low and middle income countries; Health care; Universal health care; Medicine; Rural area; Economic growth; Developing country; Nursing; Family medicine; Business; Socioeconomics; Public health; Health policy; Sociology; Economics","score_opus":0.009250961703532007,"score_gpt":0.2696662821579996,"score_spread":0.2604153204544676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034901192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972576,0.009100466,0.000012605823,0.017250799,0.0001636584,0.00059270003,0.00017898217,0.000036597765,0.000088164416],"genre_scores_gemma":[0.9847601,0.012401082,0.0000615218,0.002380295,0.00013482997,4.9535026e-7,0.00022637489,0.00001369569,0.00002158154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997963,0.00017492373,0.0006405196,0.0002736631,0.00032461516,0.000623252],"domain_scores_gemma":[0.9981208,0.00008025385,0.00021054035,0.00014242875,0.00006148877,0.0013844792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026442992,0.00020480723,0.00084205426,0.000075853255,0.00017866491,0.000011554816,0.00005286459,0.00010698518,0.000020718946],"category_scores_gemma":[0.000017400283,0.00016554653,0.00006792493,0.0002132606,0.0001494396,0.00008610446,0.0000749099,0.00024273984,0.0000033835054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015871331,0.00061232387,0.7992165,0.07672155,0.00013190115,0.001961476,0.025587095,0.00004617405,0.00007425545,0.0028659091,0.0012397331,0.07567175],"study_design_scores_gemma":[0.013038338,0.0061759437,0.95263326,0.0066709993,0.00003401965,0.0005513395,0.008802066,0.0031852147,0.000056591478,0.00004939004,0.008233731,0.0005691137],"about_ca_topic_score_codex":0.005990567,"about_ca_topic_score_gemma":0.0002663014,"teacher_disagreement_score":0.15341675,"about_ca_system_score_codex":0.0003615291,"about_ca_system_score_gemma":0.0005706604,"threshold_uncertainty_score":0.9055986},"labels":[],"label_agreement":null},{"id":"W3036281148","doi":"10.18438/eblip29792","title":"Scholarly Publishing During a Pandemic","year":2020,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Concordia University","funders":"","keywords":"Pandemic; Publishing; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Library science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; World Wide Web; History; Data science; Political science; Medicine; Virology; Law; Infectious disease (medical specialty)","score_opus":0.032073096219932457,"score_gpt":0.2821460399390756,"score_spread":0.2500729437191431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036281148","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":[0.25683638,0.002057427,0.0008284171,0.7245472,0.00013720964,0.00039365076,0.000009748069,0.0003974234,0.014792523],"genre_scores_gemma":[0.6049519,0.0012497897,0.001829754,0.3917755,0.000121913865,0.0000074334084,0.000026289763,0.000004412266,0.000032980846],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989306,0.00010026159,0.0003605897,0.00011305011,0.0002929501,0.00020258281],"domain_scores_gemma":[0.9983836,0.00071246224,0.00019299744,0.00012389236,0.000093299524,0.00049375015],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00047644772,0.000087257475,0.00013181167,0.000097384,0.00014019303,0.0015349963,0.000076849814,0.00008998657,0.00020237397],"category_scores_gemma":[0.0127068795,0.000077947494,0.00003231364,0.00043280152,0.000020613967,0.62230647,0.000058095236,0.00049376895,0.000099960336],"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":[0.030559156,0.00022326577,0.53160506,0.010883294,0.00013941368,0.0003585997,0.003457582,0.00016746625,0.002046197,0.1313872,0.09482158,0.19435117],"study_design_scores_gemma":[0.001037783,0.00020431876,0.15150759,0.000589881,0.000037499383,0.00016614138,0.0007674702,0.00221039,0.0005754004,0.000020426854,0.8427474,0.00013571307],"about_ca_topic_score_codex":0.000004584911,"about_ca_topic_score_gemma":3.555147e-9,"teacher_disagreement_score":0.7479258,"about_ca_system_score_codex":0.000011310308,"about_ca_system_score_gemma":0.0003853675,"threshold_uncertainty_score":0.9995015},"labels":[],"label_agreement":null},{"id":"W3038164280","doi":"10.9745/ghsp-d-20-00009","title":"Breaking Specialty Silos: Improving Global Child Health Through Essential Surgical Care","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Workforce; Specialty; Global health; Medicine; Commission; Health care; Nursing; Scale (ratio); Child health; Medical emergency; Business; Family medicine; Political science; Public health","score_opus":0.030066196948806023,"score_gpt":0.4063052925048369,"score_spread":0.37623909555603086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038164280","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":[0.0592351,0.037850194,0.0008970709,0.65613145,0.0032938574,0.0026051188,0.00042436368,0.000494161,0.2390687],"genre_scores_gemma":[0.87340736,0.0018823015,0.0035100153,0.11972965,0.0014205347,0.000006798165,0.000028523338,0.000010439202,0.0000043389814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430716,0.00029317304,0.00083486154,0.0010729096,0.0016894994,0.0018024098],"domain_scores_gemma":[0.9955478,0.00023436167,0.00055280136,0.0003531641,0.0006067714,0.00270511],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032757286,0.00031640942,0.0007218785,0.00003744225,0.0016947072,0.00018672486,0.00027193254,0.0001302275,0.000035754598],"category_scores_gemma":[0.0024921978,0.0002853047,0.00010028555,0.0022554116,0.0005642922,0.0012697083,0.0002509581,0.00048202687,0.00006944059],"study_design_candidate":"not_applicable","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":[0.011696717,0.0008392939,0.040495675,0.0066416287,0.00006925739,0.0015979127,0.007940177,0.000020709635,0.00001580309,0.09332819,0.04289826,0.79445636],"study_design_scores_gemma":[0.0039058472,0.0030410022,0.055434328,0.0005919671,0.000083638544,0.012171613,0.015675582,0.00037800713,0.00001242298,0.00029059875,0.9077819,0.00063309487],"about_ca_topic_score_codex":0.00766163,"about_ca_topic_score_gemma":0.0003412296,"teacher_disagreement_score":0.86488366,"about_ca_system_score_codex":0.0016583342,"about_ca_system_score_gemma":0.010123576,"threshold_uncertainty_score":0.9999599},"labels":[],"label_agreement":null},{"id":"W3039298317","doi":"10.1200/jgo.19.00240","title":"Design and Implementation of a Distant-Learning Clinical Research Mentorship Program: The Accra-Toronto Collaboration","year":2020,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Mentorship; Medical education; Curriculum; Radiation oncology; Medicine; Faculty development; Psychology; Family medicine; Professional development; Pedagogy; Internal medicine","score_opus":0.18773742585589545,"score_gpt":0.566293132395293,"score_spread":0.3785557065393975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039298317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547655,0.0013371834,0.00063824165,0.036181293,0.00037093533,0.0029210527,0.000012970525,0.00007380919,0.0036990235],"genre_scores_gemma":[0.995805,0.00040964858,0.002072674,0.0013704137,0.00020793398,0.00008677928,0.000025246587,0.000005856928,0.00001640059],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997145,0.0013602333,0.0005294863,0.00024374227,0.00034285468,0.00037869415],"domain_scores_gemma":[0.9984567,0.0006040115,0.00015699382,0.0001078309,0.00034707802,0.00032739172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002977186,0.000082796505,0.000322471,0.000012616309,0.0001309286,0.000018162027,0.00007097093,0.00014736288,0.00007867099],"category_scores_gemma":[0.0006172395,0.000058545724,0.00004182093,0.00037422037,0.0001798033,0.000070429756,0.00006192234,0.0002424361,0.000009513657],"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":[0.0058582346,0.0005733133,0.37647745,0.00023526832,0.0001145151,0.00007704659,0.0030343067,0.00000568421,0.00029507355,0.00600717,0.04493247,0.56238943],"study_design_scores_gemma":[0.005907751,0.029197963,0.3264387,0.000051768562,0.00017135873,0.000045649802,0.032842714,0.0020464144,0.0001373041,0.00070659426,0.6022747,0.0001790785],"about_ca_topic_score_codex":0.00062376825,"about_ca_topic_score_gemma":0.0008662993,"teacher_disagreement_score":0.5622104,"about_ca_system_score_codex":0.00044407073,"about_ca_system_score_gemma":0.0011099309,"threshold_uncertainty_score":0.23874255},"labels":[],"label_agreement":null},{"id":"W3040530195","doi":"10.1080/0142159x.2020.1779919","title":"The DISCuSS model: Creating connections between community and curriculum – A new lens for curricular development in support of social accountability","year":2020,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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 of Alberta","funders":"","keywords":"Accountability; Curriculum; Community engagement; Psychosocial; Social accounting; Medical education; Social determinants of health; Inclusion (mineral); Mandate; Health equity; Public relations; Medicine; Sociology; Political science; Nursing; Pedagogy; Public health; Business; Social science","score_opus":0.07387274672322505,"score_gpt":0.3641629531043977,"score_spread":0.29029020638117264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040530195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97541,0.00007057775,0.0017385411,0.021479417,0.000034961915,0.00040242198,0.0000074645604,0.000026178988,0.00083047216],"genre_scores_gemma":[0.9984109,0.000011036108,0.00030048456,0.00096379855,0.00016045758,0.000034823843,0.000035962483,0.000008351125,0.00007421888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863744,0.00015601842,0.0004443613,0.0001320392,0.0003387351,0.00029143275],"domain_scores_gemma":[0.99916035,0.00023786862,0.00006735238,0.00010235349,0.000060160815,0.0003719105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017296441,0.000096039665,0.00034215176,0.000017512662,0.00029728594,0.0000065167665,0.0000881038,0.00012881191,0.00007995238],"category_scores_gemma":[0.0023246377,0.000059777696,0.00006640885,0.00013611221,0.00013581132,0.000036880487,0.00007692379,0.0005460633,0.0000013832538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074673444,0.00027496947,0.9583442,0.00029350806,0.00004169901,0.0000023182915,0.008604579,0.0000013438316,0.0000041419285,0.0003164556,0.012932327,0.019109793],"study_design_scores_gemma":[0.008368943,0.00065234717,0.594558,0.00036443415,0.0002752629,0.000019770354,0.015020356,0.034197923,0.00007717147,0.0015196068,0.34438223,0.00056398363],"about_ca_topic_score_codex":0.00061182724,"about_ca_topic_score_gemma":0.0003066434,"teacher_disagreement_score":0.36378622,"about_ca_system_score_codex":0.000072891264,"about_ca_system_score_gemma":0.0006303824,"threshold_uncertainty_score":0.27829763},"labels":[],"label_agreement":null},{"id":"W3040849661","doi":"10.1503/cjs.004719","title":"Acute care surgery, trauma and disaster relief: a clinical exchange between the University of British Columbia and the Mexican Red Cross","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Red Cross Society; Canadian Journal of Communication (Canada); Vancouver General Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; General surgery; Laparoscopic cholecystectomy; General hospital; Regional hospital; Family medicine","score_opus":0.048870305727634324,"score_gpt":0.2776368949436978,"score_spread":0.2287665892160635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040849661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98129356,0.004924854,0.0000033009744,0.01285877,0.00028655847,0.00014507142,0.00024737348,0.000003759638,0.00023676506],"genre_scores_gemma":[0.9955512,0.0017555088,0.000010288662,0.0021962263,0.000351289,2.7117213e-7,0.000010308156,0.000011664455,0.00011320954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840105,0.00028389104,0.00061766984,0.0001530691,0.00019482164,0.0003494814],"domain_scores_gemma":[0.9962303,0.0015639897,0.00032306375,0.00014200184,0.00024891927,0.0014917317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016311567,0.00008473974,0.00080745976,0.000052723197,0.00023669146,0.000064849766,0.00009668534,0.00011585906,0.0000924014],"category_scores_gemma":[0.00058223243,0.00007816537,0.00031952746,0.00020840553,0.00094025664,0.00008666938,0.000018687942,0.00038414056,7.118378e-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":[0.00028389087,0.000004065856,0.8458751,0.00012262973,0.00010899836,0.0009888478,0.0008664178,5.001155e-8,2.7134692e-7,8.0644026e-7,0.118057996,0.033690922],"study_design_scores_gemma":[0.0009149293,0.00006003725,0.9270388,0.0002632348,0.00019473984,0.0004338427,0.001574436,0.0000020784958,6.516996e-7,0.00001616214,0.06942769,0.000073435585],"about_ca_topic_score_codex":0.046748985,"about_ca_topic_score_gemma":0.09761807,"teacher_disagreement_score":0.08116366,"about_ca_system_score_codex":0.00004805847,"about_ca_system_score_gemma":0.0013561725,"threshold_uncertainty_score":0.9595988},"labels":[],"label_agreement":null},{"id":"W3041579839","doi":"10.1007/s00268-020-05680-2","title":"Geospatial Mapping of Pediatric Surgical Capacity in North Kivu, Democratic Republic of Congo","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Montreal Children's Hospital","funders":"","keywords":"Medicine; Health care; Geospatial analysis; Population; Lagging; Pediatric surgery; Medical emergency; Environmental health; Geography; Surgery; Economic growth; Cartography","score_opus":0.08582847168159347,"score_gpt":0.2726772750352661,"score_spread":0.18684880335367265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041579839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950433,0.0014437884,0.000031349347,0.0024911587,0.00044695265,0.000118829266,0.000010085506,0.000008349326,0.0004062331],"genre_scores_gemma":[0.9978957,0.0005692931,0.00022215118,0.0005596397,0.00070291,0.0000010987975,0.0000050541516,0.00001292617,0.00003122172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965971,0.00019143977,0.0020410146,0.00015146981,0.0006187448,0.00040022208],"domain_scores_gemma":[0.9965803,0.0011529415,0.00113309,0.00014912045,0.00042231192,0.0005622516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016042362,0.00015318648,0.0012822284,0.00083757355,0.000026112035,0.000005446588,0.00009508797,0.00007317166,0.0001566207],"category_scores_gemma":[0.0014235086,0.00013034791,0.00041562473,0.0018646268,0.00007535371,0.0001426228,0.000030438036,0.00052255025,0.0000028870022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006522989,0.0001921211,0.98767334,0.0007625926,0.000042232674,0.00079156755,0.0002082623,0.00002398022,0.000052044958,0.000024542214,0.0074390564,0.0021379672],"study_design_scores_gemma":[0.0012180355,0.00014179666,0.9946481,0.00026434226,0.00007311454,0.00026569382,0.00007755976,0.0001355558,0.00009860566,0.0000388556,0.002916263,0.00012210564],"about_ca_topic_score_codex":0.00009779176,"about_ca_topic_score_gemma":0.00009051506,"teacher_disagreement_score":0.0069747376,"about_ca_system_score_codex":0.00006340479,"about_ca_system_score_gemma":0.00083564274,"threshold_uncertainty_score":0.5315433},"labels":[],"label_agreement":null},{"id":"W3041607171","doi":"10.1016/j.amjsurg.2020.07.005","title":"Global surgery in the time of COVID-19: A trainee perspective","year":2020,"lang":"en","type":"letter","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Scopus; Coronavirus disease 2019 (COVID-19); Battlefield; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; 2019-20 coronavirus outbreak; Library science; MEDLINE; History; Political science; Internal medicine; Computer science; Pathology; Outbreak; Law","score_opus":0.0439666017185504,"score_gpt":0.32495548930170026,"score_spread":0.2809888875831499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041607171","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":[0.084969044,0.0021572118,0.00003476031,0.9112277,0.00053017936,0.0002664978,0.0001375677,0.000018462179,0.00065856444],"genre_scores_gemma":[0.17755766,0.0008444868,0.000028625756,0.81834185,0.0031058355,0.0000072075077,0.00002755449,0.00003820196,0.000048558937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99404335,0.0016728949,0.0017658856,0.00029807704,0.0014144748,0.0008053296],"domain_scores_gemma":[0.98390406,0.011812916,0.0028046505,0.0005503547,0.00043446326,0.0004935502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004414147,0.00042676445,0.0029814395,0.0005255374,0.00008788838,0.000024194627,0.00048820843,0.0001722128,0.00015290304],"category_scores_gemma":[0.005780895,0.0002369942,0.0016176947,0.0021322458,0.0010591171,0.00007389435,0.000045579178,0.0021999048,0.000024767398],"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":[0.0016451682,0.00009712982,0.016828759,0.00026554306,0.0002765313,0.010747865,0.0010456177,0.000005870029,0.0000035416751,0.000011876166,0.96674275,0.0023293328],"study_design_scores_gemma":[0.0011988067,0.0010046263,0.10629137,0.0020665817,0.0012779718,0.027190505,0.017999345,0.000037416794,0.000005216412,0.003324769,0.83857775,0.0010256426],"about_ca_topic_score_codex":0.0009767261,"about_ca_topic_score_gemma":0.0000042428787,"teacher_disagreement_score":0.12816502,"about_ca_system_score_codex":0.00075505854,"about_ca_system_score_gemma":0.0067803464,"threshold_uncertainty_score":0.9988503},"labels":[],"label_agreement":null},{"id":"W3042351226","doi":"","title":"International Students Who Seek Permanent Residence Part II","year":2020,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Global Health and Surgery","field":"Medicine","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":"Residence; Political science; Geography; Sociology; Demography","score_opus":0.027799984489407483,"score_gpt":0.2712181740477127,"score_spread":0.24341818955830521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042351226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9325454,0.00012791205,0.000043171276,0.059182756,0.00019679674,0.0001472879,0.00001674858,0.000030128656,0.0077098003],"genre_scores_gemma":[0.9943699,0.0003357599,0.000065015185,0.002051419,0.00013805408,7.4213936e-8,0.000013480716,0.0000036702288,0.0030226232],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991641,0.000036068395,0.00009493833,0.00013461895,0.00041150962,0.00015874932],"domain_scores_gemma":[0.999441,0.00004047651,0.0000718797,0.00015611196,0.00010267948,0.00018784576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019762825,0.000061736515,0.00016004177,0.000031978285,0.00015680038,0.000004125592,0.00032204128,0.000036074824,0.00046586792],"category_scores_gemma":[0.000054384225,0.00005568126,0.00008792615,0.00013546232,0.00008341298,0.000075033335,0.0002544936,0.0001282053,0.00011775253],"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":[0.00468916,0.0004345653,0.28314617,0.00039531506,0.00037184797,0.0008711341,0.01722405,0.000056272875,0.01148213,0.0020376933,0.6741386,0.0051530222],"study_design_scores_gemma":[0.0010841613,0.00024259396,0.8082621,0.000085765365,0.00008410455,0.000020545733,0.0033151966,0.0003291994,0.000035530633,0.000053378593,0.1864076,0.000079830024],"about_ca_topic_score_codex":0.0002148553,"about_ca_topic_score_gemma":0.00001825692,"teacher_disagreement_score":0.5251159,"about_ca_system_score_codex":0.000042334417,"about_ca_system_score_gemma":0.00006914717,"threshold_uncertainty_score":0.51009274},"labels":[],"label_agreement":null},{"id":"W3042497529","doi":"10.2105/ajph.2020.305806","title":"(Re-)Making a People’s WHO","year":2020,"lang":"en","type":"editorial","venue":"American Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario","funders":"","keywords":"Public health; Population; Gerontology; Library science; Political science; Sociology; Medicine; Environmental health; Nursing","score_opus":0.030508068386020906,"score_gpt":0.3647954244129698,"score_spread":0.3342873560269489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042497529","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":[0.0013441882,0.0035495788,0.0010271377,0.18442944,0.8070582,0.00039857934,0.00012887684,0.00007243494,0.0019915774],"genre_scores_gemma":[0.045856547,0.0037740127,0.0015577059,0.026806636,0.9216392,0.0000059012104,0.00009749754,0.00011015803,0.0001523508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930666,0.0007688312,0.002045156,0.00038848832,0.0022757442,0.0014551855],"domain_scores_gemma":[0.989496,0.0012456074,0.0037853743,0.0003984893,0.0013648132,0.0037097116],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004820662,0.00041191123,0.0032342724,0.00061805086,0.0001507295,0.000078898185,0.0003890861,0.0002906748,0.0001320217],"category_scores_gemma":[0.008323823,0.00034460498,0.00056078384,0.0012979232,0.00018185259,0.00016706549,0.000075784395,0.0031655699,0.000038314014],"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":[0.0002125678,0.000103022874,0.0017614937,0.00067318784,0.00013442429,0.0002229234,0.0011639076,2.1680243e-7,1.286377e-7,0.000021640411,0.8772289,0.118477546],"study_design_scores_gemma":[0.00086894835,0.0044512604,0.0021916674,0.0010621682,0.00005323671,0.00017311591,0.0025177246,0.000011387631,5.242363e-8,0.000013111747,0.9884481,0.00020927195],"about_ca_topic_score_codex":0.0007812149,"about_ca_topic_score_gemma":0.00015727678,"teacher_disagreement_score":0.1576228,"about_ca_system_score_codex":0.0012567906,"about_ca_system_score_gemma":0.033336293,"threshold_uncertainty_score":0.9999006},"labels":[],"label_agreement":null},{"id":"W3042517052","doi":"","title":"The Effectiveness and Challenges of E-learning in Surgical Training in Low- and Middle-Income Countries: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Global Health: Annual Review","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Low and middle income countries; Psychological intervention; Inclusion (mineral); Medical education; Medicine; Developing country; Psychology; Nursing","score_opus":0.05231736779171171,"score_gpt":0.39185683947094063,"score_spread":0.33953947167922893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042517052","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":[0.0000065377894,0.9865367,3.1642585e-7,0.003274644,0.00013287124,0.009600486,0.00011260876,0.00003248266,0.00030340016],"genre_scores_gemma":[0.000069066795,0.99800503,0.00000847973,0.0011810111,0.000053627373,0.0006237783,0.00002324694,0.000031616306,0.000004146397],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9884165,0.005627763,0.0036556695,0.0007311688,0.0006083525,0.0009605473],"domain_scores_gemma":[0.9934698,0.00390134,0.0013043649,0.00042990837,0.0001651325,0.000729498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013721674,0.00066201313,0.011533288,0.00010161655,0.000111303125,0.000015353166,0.00021617995,0.00029428303,0.0000038378357],"category_scores_gemma":[0.0046489956,0.00040866245,0.00043931592,0.0011272812,0.00017343959,0.000073708354,0.00014162203,0.0009555896,0.000014967926],"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":[0.00003696868,0.00001619587,0.000020240459,0.68261606,0.000037419784,0.00015247974,0.000089730296,8.435933e-9,1.8283921e-11,0.0011029182,0.0000077467475,0.31592023],"study_design_scores_gemma":[0.00027480454,0.00022039904,0.000062630286,0.6163249,0.00037783393,0.0009167462,0.000147543,8.7553894e-7,2.37813e-10,0.00001692533,0.38150603,0.00015133254],"about_ca_topic_score_codex":0.00012280315,"about_ca_topic_score_gemma":0.0001225651,"teacher_disagreement_score":0.38149828,"about_ca_system_score_codex":0.0007260877,"about_ca_system_score_gemma":0.0029948328,"threshold_uncertainty_score":0.9998365},"labels":[],"label_agreement":null},{"id":"W3042588018","doi":"10.34172/ijhpm.2020.131","title":"Beyond the Science: Advancing the \"Art and Craft\" of Implementation in the Training and Practice of Global Health","year":2020,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Global Health and Surgery","field":"Medicine","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 Alberta","funders":"","keywords":"Craft; Mentorship; Bridge (graph theory); Apprenticeship; Engineering ethics; Training (meteorology); Capacity building; Computer science; Political science; Engineering management; Public relations; Sociology; Medical education; Engineering; Medicine; Visual arts; History; Art","score_opus":0.0480121444978703,"score_gpt":0.48539621725028714,"score_spread":0.43738407275241686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042588018","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":[0.12115401,0.0032434384,0.0003822994,0.8730876,0.00014795603,0.0004182906,0.000012190619,0.0000015350477,0.0015527047],"genre_scores_gemma":[0.91683847,0.0046670865,0.00059278024,0.07777065,0.00012321127,0.0000022967129,9.79367e-7,0.0000017572866,0.0000027895176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99842024,0.00018573015,0.00059150206,0.0000788949,0.0005324958,0.00019115975],"domain_scores_gemma":[0.99883366,0.00028958565,0.00056676846,0.00005301512,0.00013989367,0.0001170946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050484915,0.000054199187,0.00017384323,0.00008558841,0.00011435296,0.000020155505,0.00012354043,0.000009009582,0.0000021301612],"category_scores_gemma":[0.0003831892,0.000028652834,0.000021643062,0.00024162073,0.00015356288,0.00014207567,0.00006235865,0.00010964853,9.404781e-8],"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":[0.0009294764,0.00015464229,0.010289428,0.00090983603,0.0001944587,0.000047904505,0.03598442,0.0000547692,0.000030946605,0.17934005,0.014568764,0.7574953],"study_design_scores_gemma":[0.0055131116,0.0026168474,0.5750265,0.00075087824,0.000101265134,0.0020461285,0.14142571,0.00051998557,0.000016608117,0.010188063,0.2616746,0.00012027984],"about_ca_topic_score_codex":0.00059326476,"about_ca_topic_score_gemma":0.00008383217,"teacher_disagreement_score":0.79568446,"about_ca_system_score_codex":0.00012271172,"about_ca_system_score_gemma":0.0006364199,"threshold_uncertainty_score":0.17497164},"labels":[],"label_agreement":null},{"id":"W3042784917","doi":"10.3389/fpubh.2020.00283","title":"Implementing a Practical Global Health Curriculum: The Benefits and Challenges of Patient-Based Learning in the Community","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Ben-Gurion University of the Negev","keywords":"Syllabus; Curriculum; Medical education; Premise; Global health; Thematic analysis; Medicine; Health care; Psychology; Nursing; Mathematics education; Pedagogy; Public health; Sociology; Qualitative research; Political science","score_opus":0.0832407733869338,"score_gpt":0.3600902520074596,"score_spread":0.2768494786205258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042784917","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":[0.40892398,0.012922815,0.00029993904,0.5765656,0.00014754653,0.0007870717,0.00001661222,0.000028203522,0.00030823302],"genre_scores_gemma":[0.95998263,0.0034210528,0.002057155,0.034434013,0.00004120927,0.000027470109,0.00002821189,0.000008023379,2.502289e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99515545,0.0024866385,0.0007366779,0.00020808514,0.00042289594,0.0009902786],"domain_scores_gemma":[0.9985402,0.00030438663,0.00034012922,0.0002484024,0.00007372177,0.0004931153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006932678,0.00013820059,0.00050396065,0.00008256567,0.00036475138,0.000022297489,0.00014480777,0.00006663774,0.0000039679203],"category_scores_gemma":[0.0017722191,0.00008996631,0.000049451828,0.00068856776,0.00009755848,0.00009257149,0.00009170885,0.001037379,5.623052e-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":[0.000063884014,0.00033964115,0.62857074,0.00080097857,0.000010965596,0.000005897701,0.00743732,0.000009285269,2.696288e-8,0.004063872,0.008339153,0.35035822],"study_design_scores_gemma":[0.0024914157,0.0024540166,0.6843158,0.0004073724,0.00000890302,0.00004506687,0.11495444,0.005256679,3.4044427e-7,0.00022977918,0.18967552,0.00016064075],"about_ca_topic_score_codex":0.0032376566,"about_ca_topic_score_gemma":0.00097631797,"teacher_disagreement_score":0.55105865,"about_ca_system_score_codex":0.00033552886,"about_ca_system_score_gemma":0.002337129,"threshold_uncertainty_score":0.48943895},"labels":[],"label_agreement":null},{"id":"W3042838610","doi":"10.1186/s12909-020-02141-1","title":"Applying equity-centered principles in an interprofessional global health course: a mixed methods study","year":2020,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"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; Simon Fraser University; University of British Columbia; BC Centre for Disease Control; Trinity Western University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Global health; Medical education; Public health; Interprofessional education; Equity (law); Inclusion (mineral); Psychology; Medicine; Public relations; Health care; Political science; Nursing","score_opus":0.1470219467662662,"score_gpt":0.5589771060326382,"score_spread":0.41195515926637194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042838610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660521,0.0008268783,0.0076904674,0.020742709,0.0022119742,0.001958413,0.0000063275966,0.0000893986,0.00042170132],"genre_scores_gemma":[0.96071464,0.000021587559,0.0142961405,0.023919148,0.000521599,0.00036149938,0.0001290647,0.000011624391,0.000024692941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648416,0.0011193006,0.00072779425,0.00041146154,0.00079374557,0.00046354785],"domain_scores_gemma":[0.9973409,0.00021024757,0.00015783856,0.00022929003,0.00008957186,0.001972117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029116336,0.00014977474,0.00045448114,0.000052720472,0.000080537306,0.000015497957,0.00017430371,0.00012492598,0.00028759814],"category_scores_gemma":[0.0033684566,0.00012655373,0.000057922378,0.0004278546,0.000047978454,0.00008385522,0.00014456687,0.00037293907,0.0000243609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006149976,0.003900555,0.54930717,0.00050309265,0.000010245462,0.000009520995,0.0013574727,0.0000011283919,0.000006363029,0.0005699248,0.004412629,0.43930689],"study_design_scores_gemma":[0.0026029977,0.0009779372,0.96086013,0.0009822459,0.000028044908,0.000039167553,0.021565873,0.007011865,0.00000361903,0.00021559055,0.0055479053,0.00016460303],"about_ca_topic_score_codex":0.00039298998,"about_ca_topic_score_gemma":0.0012685029,"teacher_disagreement_score":0.4391423,"about_ca_system_score_codex":0.00043679515,"about_ca_system_score_gemma":0.0212273,"threshold_uncertainty_score":0.9843214},"labels":[],"label_agreement":null},{"id":"W3043123019","doi":"10.1016/j.amjsurg.2020.07.008","title":"Conference cancelled: The equitable flip side of the academic surgery coin","year":2020,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Flip; Side effect (computer science); Medicine; Computer science; Chemistry; Programming language","score_opus":0.08919823421619845,"score_gpt":0.3169612800175208,"score_spread":0.22776304580132234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043123019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9314458,0.0025754229,0.000077344,0.06436976,0.00071707775,0.00014887055,0.00001349749,0.000012665018,0.0006395952],"genre_scores_gemma":[0.97792053,0.0027741727,0.000019026638,0.018578477,0.0005956239,0.000003714817,9.963356e-7,0.000021351343,0.00008612378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966077,0.0005770842,0.0012185855,0.00014809739,0.00079582253,0.00065268454],"domain_scores_gemma":[0.991913,0.004997833,0.0018745951,0.00043338156,0.0003768057,0.00040435075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037366801,0.00019536415,0.0011904245,0.000089323934,0.00018992888,0.000014521431,0.00046164845,0.00004997416,0.00010319376],"category_scores_gemma":[0.0018050816,0.00008694442,0.00063092436,0.0010469322,0.00089344126,0.00009075365,0.00009518248,0.0010371245,0.000015211652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004322072,0.0001257666,0.646814,0.00027749428,0.0003924538,0.00024521106,0.0016782153,0.00021960033,0.010685227,0.00023182151,0.25124592,0.08376223],"study_design_scores_gemma":[0.0010991143,0.00058804284,0.897621,0.0029459163,0.00085369503,0.003142195,0.011708979,0.000721274,0.012521712,0.0009125185,0.06717182,0.00071376056],"about_ca_topic_score_codex":0.00033832376,"about_ca_topic_score_gemma":0.0000036796882,"teacher_disagreement_score":0.250807,"about_ca_system_score_codex":0.00007010374,"about_ca_system_score_gemma":0.0022976068,"threshold_uncertainty_score":0.4505848},"labels":[],"label_agreement":null},{"id":"W3043264898","doi":"10.1186/s12889-020-08875-3","title":"African-led health research and capacity building- is it working?","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"Alliance for Accelerating Excellence in Science in Africa; African Academy of Sciences; New Partnership for Africa's Development; National Research Foundation; Government of the United Kingdom; Wellcome Trust; U.S. President’s Emergency Plan for AIDS Relief; Victor Daitz Foundation; Wellcome; Inyuvesi Yakwazulu-Natali; International AIDS Vaccine Initiative; United States Agency for International Development","keywords":"Capacity building; Excellence; Medicine; Economic growth; Public health; Biostatistics; Paradigm shift; Capacity development; Political science; Public relations; Environmental resource management; Economics; Nursing","score_opus":0.3578801029218178,"score_gpt":0.4389302635689149,"score_spread":0.08105016064709708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043264898","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":[0.25690025,0.002212051,0.00081346143,0.733509,0.00022420728,0.0010726121,0.00003329533,0.0001587517,0.0050763492],"genre_scores_gemma":[0.852615,0.0006790729,0.0037429377,0.14209335,0.0005251552,0.00003233392,0.000017992767,0.000028985341,0.0002652127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457455,0.0007241612,0.0008004338,0.0006935519,0.0010022967,0.0022049882],"domain_scores_gemma":[0.992937,0.0005033203,0.00018905189,0.0004262254,0.00030282326,0.005641549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007366111,0.00020812286,0.0007752817,0.00028905462,0.0005878683,0.00009049063,0.00016797216,0.00014375396,0.00018699995],"category_scores_gemma":[0.002050163,0.00018744629,0.000078429206,0.0015860747,0.00020814028,0.00010973725,0.00012938006,0.0009544902,0.000095708325],"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":[0.00036121302,0.00040237684,0.19842257,0.0033920114,0.00003097655,0.000023588158,0.008671732,2.2260431e-7,0.000010473875,0.009442191,0.7373483,0.041894358],"study_design_scores_gemma":[0.0013369913,0.0014725714,0.057607938,0.00021389985,0.0000023599378,0.000058880134,0.0018479994,0.0005094204,0.000004917047,0.00029281006,0.93649226,0.00015995026],"about_ca_topic_score_codex":0.0026261627,"about_ca_topic_score_gemma":0.00028121998,"teacher_disagreement_score":0.5957147,"about_ca_system_score_codex":0.00070521474,"about_ca_system_score_gemma":0.0077363257,"threshold_uncertainty_score":0.99788886},"labels":[],"label_agreement":null},{"id":"W3043922159","doi":"10.1503/cmaj.200215","title":"Canada needs a national strategy for anesthesia services in rural and remote regions","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"The Wilson Centre; Queen's University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Economic shortage; BELLA; Medicine; Rural area; Rural health; Medical emergency; Anesthesia","score_opus":0.014008515455792708,"score_gpt":0.2571966530493013,"score_spread":0.24318813759350857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043922159","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":[0.40596455,0.00040158286,0.000026425289,0.5918516,0.00014715621,0.00020064655,0.000036465113,0.000008235863,0.0013633108],"genre_scores_gemma":[0.8534743,0.000093613126,0.000074437856,0.14538641,0.00082777505,0.000002119736,0.000026939606,0.0000071632444,0.00010720957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983776,0.00005157137,0.00031070277,0.00007517377,0.0007852623,0.000399681],"domain_scores_gemma":[0.9968224,0.0001436617,0.00009598698,0.000024583767,0.00031323032,0.0026001164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068102207,0.000072982766,0.00019262815,0.00010641854,0.000122055564,0.000027491988,0.000056204884,0.00017028338,0.00014141873],"category_scores_gemma":[0.00081474445,0.00006872839,0.000034807515,0.00025009707,0.0000119317065,0.000057008216,0.000002883604,0.00040061367,0.0000029065595],"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":[0.00019872331,0.00002717943,0.22995953,0.00027886807,0.00010561594,0.0025370973,0.00073834247,0.000021172249,0.0000056157965,0.0027435967,0.69167364,0.07171065],"study_design_scores_gemma":[0.0019006404,0.000109782246,0.18459749,0.00019961728,0.00001810092,0.0015336839,0.001920992,0.0079462435,9.0196033e-7,0.0004769773,0.8011655,0.0001300585],"about_ca_topic_score_codex":0.57115287,"about_ca_topic_score_gemma":0.9356722,"teacher_disagreement_score":0.44750977,"about_ca_system_score_codex":0.0010389595,"about_ca_system_score_gemma":0.019050578,"threshold_uncertainty_score":0.9865105},"labels":[],"label_agreement":null},{"id":"W3044336426","doi":"10.1111/ans.16148","title":"Universal access to safe, affordable, timely surgical and anaesthetic care in Papua New Guinea: the six global health indicators","year":2020,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Provincial Health Services Authority","funders":"","keywords":"Medicine; Perioperative; Population; Health care; Emergency medicine; Medical emergency; Surgery; Environmental health","score_opus":0.033880125803489175,"score_gpt":0.3322329439042313,"score_spread":0.2983528181007421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044336426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9009987,0.010042761,0.000021271813,0.08779045,0.0003111199,0.00021905196,0.000014146061,0.000012784971,0.000589688],"genre_scores_gemma":[0.9852788,0.00214271,0.00009388984,0.012070976,0.00036273335,8.131106e-7,0.000006800804,0.0000134258,0.000029849249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977687,0.00017471994,0.00080770603,0.00020254873,0.0004858571,0.0005604726],"domain_scores_gemma":[0.9974418,0.00029378044,0.0003369286,0.00014853176,0.00011687674,0.0016620714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008646255,0.00018331905,0.000778875,0.00024437264,0.00013443117,0.000036705653,0.00018207179,0.00009463614,0.00007138954],"category_scores_gemma":[0.00024830832,0.00012601176,0.00018897688,0.00130551,0.00006751377,0.00020155714,0.00011255322,0.0003984045,0.0000098879555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017597594,0.000058118017,0.80946374,0.00015035654,0.000033853506,0.0020877735,0.00077285845,0.00003440445,8.2042027e-7,0.00012023771,0.0847258,0.10079229],"study_design_scores_gemma":[0.0017629963,0.0007945686,0.6652043,0.00054441165,0.000047485097,0.0012698905,0.0014368066,0.000018188925,0.000009031051,0.00006377098,0.3286514,0.0001971656],"about_ca_topic_score_codex":0.00053220196,"about_ca_topic_score_gemma":0.00011121179,"teacher_disagreement_score":0.2439256,"about_ca_system_score_codex":0.00026435227,"about_ca_system_score_gemma":0.0026948585,"threshold_uncertainty_score":0.513861},"labels":[],"label_agreement":null},{"id":"W3044992947","doi":"10.1007/s00381-020-04802-4","title":"A model for global surgical training and capacity development: the Children’s of Alabama–Viet Nam pediatric neurosurgery partnership","year":2020,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Global Health and Surgery","field":"Medicine","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":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Mentorship; General partnership; Medicine; Neurosurgery; Capacity building; Medical education; Nursing; Business; Economic growth; Surgery","score_opus":0.07107152983924798,"score_gpt":0.2710741361449591,"score_spread":0.20000260630571115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044992947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241877,0.0015453213,0.000372784,0.0023255907,0.0001767969,0.0010157713,0.000090804206,0.00012918405,0.0019249832],"genre_scores_gemma":[0.9976476,0.000039387556,0.00022113053,0.0013966608,0.0005569943,0.000056741574,0.000034744102,0.000023258839,0.000023515444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780303,0.00011681984,0.00071770226,0.00040725459,0.0003599234,0.0005952925],"domain_scores_gemma":[0.9986645,0.00021486964,0.00022042448,0.00021723192,0.000095385316,0.0005876184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072948344,0.00024625525,0.00071376347,0.000039024155,0.0002600795,0.000021333704,0.00011984809,0.00014478185,0.0000017014063],"category_scores_gemma":[0.00022138526,0.00017423964,0.0001975279,0.00028845898,0.00007401263,0.000046864374,0.000048811147,0.00021736424,0.0000036770582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018810132,0.00031167414,0.94150543,0.009778098,0.00028632468,0.00013049688,0.008487899,0.0005158095,0.000010278354,0.011575112,0.015048751,0.010469098],"study_design_scores_gemma":[0.012161624,0.0009571202,0.789851,0.0014828229,0.0010768343,0.007095425,0.0025836877,0.15967372,0.00010632815,0.0001174379,0.023247411,0.0016465562],"about_ca_topic_score_codex":0.0000120799705,"about_ca_topic_score_gemma":0.0000070080805,"teacher_disagreement_score":0.15915792,"about_ca_system_score_codex":0.00007028663,"about_ca_system_score_gemma":0.00040614008,"threshold_uncertainty_score":0.7105286},"labels":[],"label_agreement":null},{"id":"W3045482290","doi":"10.1097/sla.0000000000004226","title":"Comment on “The Compounding Access Problem for Surgical Care: Innovations in the Post-COVID Era”","year":2020,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Coronavirus disease 2019 (COVID-19); Compounding; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Nursing; Internal medicine","score_opus":0.322161102722421,"score_gpt":0.41963950437756,"score_spread":0.09747840165513899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045482290","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":[0.0106028,0.00053896784,0.0000037436403,0.98433846,0.00054619915,0.0016163897,0.0003550083,0.000031799875,0.0019666494],"genre_scores_gemma":[0.08904198,0.0002806577,0.000015226728,0.9066417,0.0014276156,0.0003331516,0.002187452,0.000036759557,0.00003543763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967148,0.00036128133,0.001077854,0.00037439223,0.00072729855,0.0007444074],"domain_scores_gemma":[0.9895056,0.008857213,0.00043078864,0.0004970462,0.00059315504,0.00011622486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019701782,0.00032001632,0.0009864166,0.00039777893,0.0002098359,0.00006504126,0.00036168253,0.0003403558,0.000049521987],"category_scores_gemma":[0.0008565975,0.00019391431,0.0004813215,0.00088284945,0.000121597426,0.00007535885,0.0000708397,0.00158139,0.000012040553],"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":[0.00038870185,0.00010401722,0.006322594,0.0019799054,0.000064454915,0.00056790427,0.00025002952,8.202227e-7,0.0000010090049,0.0012471711,0.98815507,0.0009183086],"study_design_scores_gemma":[0.0003141882,0.00011845472,0.0017143085,0.00081286737,0.000030614876,0.000033047323,0.00021095788,0.000004208654,0.00003180442,0.0004257802,0.9961275,0.00017630067],"about_ca_topic_score_codex":0.00035233388,"about_ca_topic_score_gemma":0.000011437685,"teacher_disagreement_score":0.078439176,"about_ca_system_score_codex":0.00007499507,"about_ca_system_score_gemma":0.0008597523,"threshold_uncertainty_score":0.79075956},"labels":[],"label_agreement":null},{"id":"W3047094291","doi":"10.1007/s00464-020-07854-4","title":"Sustaining a laparoscopic program in resource-limited environments: results and lessons learned over 13 years in Botswana","year":2020,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; Royal Columbian Hospital","funders":"","keywords":"Medicine; General surgery; Laparoscopic cholecystectomy; Abdominal surgery; Laparoscopy; Hepatology; Cholecystectomy; Surgery","score_opus":0.03850798528414647,"score_gpt":0.3430012167910102,"score_spread":0.30449323150686375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047094291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983913,0.0006374469,8.541243e-7,0.010342653,0.00003759043,0.0005557917,0.000016938762,0.00006730791,0.0044283974],"genre_scores_gemma":[0.9970547,0.00045851967,0.00017658918,0.0018609547,0.00007057857,0.00004458057,0.000064297885,0.000021877095,0.00024789874],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786496,0.0001638708,0.00049572246,0.00048853236,0.00030487851,0.0006820168],"domain_scores_gemma":[0.9989506,0.000251268,0.0000684862,0.0001850963,0.0000071080426,0.0005374125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040976604,0.00017239212,0.0005017832,0.00013485759,0.000032915992,0.000020761512,0.000065162625,0.00016583748,0.000075506345],"category_scores_gemma":[0.0004944016,0.00016419844,0.00005663346,0.0005175455,0.00011006851,0.000059011636,0.00007909269,0.00051834615,0.000023695406],"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":[0.0419611,0.002190729,0.7717754,0.00089332013,0.00009495004,0.020395681,0.0056082397,0.00022843962,0.00064761634,0.0012473762,0.008494809,0.14646234],"study_design_scores_gemma":[0.039933685,0.0009963011,0.31543508,0.00041769043,0.000023139386,0.00002218117,0.0010113211,0.0016848915,0.00012106716,0.000072948926,0.6399881,0.00029360698],"about_ca_topic_score_codex":0.00026425655,"about_ca_topic_score_gemma":0.000038784838,"teacher_disagreement_score":0.6314933,"about_ca_system_score_codex":0.000110757486,"about_ca_system_score_gemma":0.00010151471,"threshold_uncertainty_score":0.6695818},"labels":[],"label_agreement":null},{"id":"W3048488668","doi":"10.1016/j.wneu.2020.06.004","title":"The Resident's Role in Global Neurosurgery","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Mentorship; Medicine; Sustenance; Neurosurgery; Vignette; Medical education; General surgery; Surgery; Law; Psychology","score_opus":0.021421004512688333,"score_gpt":0.27702320555555504,"score_spread":0.2556022010428667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048488668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90590507,0.0020885775,0.000004084487,0.07219376,0.002051164,0.00051046355,0.00002498179,0.0002715246,0.016950412],"genre_scores_gemma":[0.9470098,0.0003633362,0.00000854813,0.050845284,0.00044939495,0.00003149417,0.0000088776205,0.00003427051,0.001249004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966693,0.00025634526,0.00087719917,0.0005609607,0.0005729119,0.001063288],"domain_scores_gemma":[0.99749196,0.0009966387,0.00015737521,0.00048037668,0.0000611418,0.0008124902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544349,0.0002759806,0.0005547392,0.00013205048,0.00021672844,0.000086173764,0.0001798198,0.000074931566,0.00007573895],"category_scores_gemma":[0.001617337,0.00021465411,0.00029104098,0.0019696034,0.00012738854,0.00011981413,0.00011436622,0.0005243354,0.00024912698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012391214,0.00007472265,0.81654733,0.00007253229,0.000008688488,0.0014673021,0.000036780613,0.000017248622,0.0005352494,0.000639904,0.1723538,0.0070073386],"study_design_scores_gemma":[0.00048238563,0.000055971323,0.59036857,0.00006239761,0.000014756417,0.00010002559,0.000045047396,0.00026123016,0.00021630667,0.00023193915,0.40797842,0.00018295646],"about_ca_topic_score_codex":0.0001005245,"about_ca_topic_score_gemma":0.00016198592,"teacher_disagreement_score":0.2356246,"about_ca_system_score_codex":0.00009457138,"about_ca_system_score_gemma":0.00036255614,"threshold_uncertainty_score":0.8753341},"labels":[],"label_agreement":null},{"id":"W3057902155","doi":"10.11604/pamj-cm.2020.3.172.24474","title":"Qu´est-ce la chirurgie globale et quel est rôle des pays francophones dans la chirurgie globale ?","year":2020,"lang":"fr","type":"article","venue":"PAMJ Clinical Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Humanities; Gynecology; Medicine; Art","score_opus":0.060144451997992905,"score_gpt":0.38947708386858704,"score_spread":0.32933263187059414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3057902155","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":[0.27742112,0.17966658,0.0022811887,0.1948674,0.025802074,0.0023199362,0.00080292503,0.0008967827,0.315942],"genre_scores_gemma":[0.86044765,0.079029255,0.0013680201,0.043701883,0.013043439,0.00007218496,0.00026419494,0.00017619679,0.0018971757],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866514,0.0032006528,0.003988067,0.0018093577,0.0016728042,0.0026776688],"domain_scores_gemma":[0.9801782,0.011391439,0.0008363189,0.0013028502,0.00046886053,0.0058223265],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008696471,0.0012090973,0.0035118489,0.00013423778,0.0004369077,0.00006315475,0.0008490758,0.001523285,0.0027021966],"category_scores_gemma":[0.029312799,0.0009993251,0.0008771821,0.0018489166,0.004602615,0.00031568413,0.00042410192,0.0032704119,0.0029461002],"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":[0.0038952946,0.0039151553,0.39474806,0.0055989157,0.0007358669,0.008738543,0.004016196,0.00008053592,0.00029482794,0.029504122,0.37990347,0.16856903],"study_design_scores_gemma":[0.01240229,0.0040069846,0.16712812,0.0066019474,0.0009537696,0.0009660059,0.0053807413,0.0011033559,0.000043641863,0.0035545966,0.7968691,0.0009894706],"about_ca_topic_score_codex":0.0041913805,"about_ca_topic_score_gemma":0.00069259055,"teacher_disagreement_score":0.5830265,"about_ca_system_score_codex":0.0003723723,"about_ca_system_score_gemma":0.0026191343,"threshold_uncertainty_score":0.99977297},"labels":[],"label_agreement":null},{"id":"W306084928","doi":"10.1007/978-3-642-54980-9_24","title":"International Neurosurgery Collaborations","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Toronto Western Hospital","funders":"","keywords":"Sustainability; Medicine; Dilemma; Public relations; Engineering ethics; Health care; Political science; Business; Engineering; Law","score_opus":0.03027336012142998,"score_gpt":0.2882635600166308,"score_spread":0.2579901998952008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W306084928","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":[0.000030336332,0.00008592117,0.00019801332,0.005735493,0.0023035964,0.00018704653,0.000051056428,0.000100969104,0.99130756],"genre_scores_gemma":[0.003797089,0.00036524556,0.0001928438,0.011352027,0.00092220603,0.0000060105885,0.00034881913,0.000032767075,0.982983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998931,0.000005736435,0.00034320034,0.00022273016,0.00031522033,0.00018211867],"domain_scores_gemma":[0.9989936,0.00010120213,0.00009993643,0.00024912303,0.00029582772,0.00026034602],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013815536,0.00016301037,0.0003347023,0.00017535109,0.000041276497,0.000016855107,0.00005235135,0.00022465571,0.006106557],"category_scores_gemma":[0.000109794324,0.0001435321,0.00013702507,0.000024405668,0.00003809466,0.000018500017,0.000025078978,0.00022326702,0.0012392962],"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":[0.000060048453,0.000012898638,0.00039681088,0.000052230345,0.00003995931,0.0000809259,0.0000029942132,3.9825989e-7,0.0000073129895,0.3092298,0.683001,0.0071156393],"study_design_scores_gemma":[0.00017374918,0.00003575209,0.0003545585,0.000088514855,0.000031751577,0.000063269596,0.0000013876988,0.000033884786,0.0000029357627,0.00077357533,0.99833167,0.00010896452],"about_ca_topic_score_codex":0.0000069914586,"about_ca_topic_score_gemma":0.0000071055993,"teacher_disagreement_score":0.31533068,"about_ca_system_score_codex":0.00006852075,"about_ca_system_score_gemma":0.00033039734,"threshold_uncertainty_score":0.99953836},"labels":[],"label_agreement":null},{"id":"W3062526235","doi":"10.1016/j.ejvs.2020.08.004","title":"Essential Vascular Surgical Care in Low and Middle Income Countries: Towards the Tipping Point","year":2020,"lang":"en","type":"letter","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Tipping point (physics); Medicine; Low and middle income countries; Point (geometry); Low income; Point of care; Intensive care medicine; Developing country; Demographic economics; Nursing; Economic growth","score_opus":0.017110385677744158,"score_gpt":0.23099988187014464,"score_spread":0.2138894961924005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3062526235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35427114,0.3495608,0.000360266,0.2890258,0.0034493736,0.0015023897,0.000070712405,0.00012175713,0.0016377596],"genre_scores_gemma":[0.49484998,0.1466922,0.00045746722,0.33860153,0.018368445,0.000020503108,0.00034110216,0.0005806572,0.00008811179],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99246526,0.0023610648,0.0018814331,0.00065943645,0.00163566,0.0009971338],"domain_scores_gemma":[0.99701995,0.0006375097,0.00062287704,0.0006957208,0.00040032505,0.00062364445],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005188059,0.0006974777,0.0023188926,0.00060811045,0.00023602882,0.00018466011,0.00030160556,0.0003170887,0.000071571136],"category_scores_gemma":[0.00065262266,0.0004903863,0.002208986,0.0004762289,0.00035818858,0.00020016363,0.00024911016,0.003270415,0.00002412435],"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":[0.0021623687,0.0003031733,0.024149658,0.048451237,0.009806901,0.6275519,0.006521848,0.000085696876,0.000012129028,0.000068272224,0.2566455,0.024241313],"study_design_scores_gemma":[0.0031200584,0.00019072973,0.008169687,0.0075969715,0.0009737722,0.006684911,0.0004915117,0.000031195097,0.000021135309,0.000017095786,0.9721161,0.0005868481],"about_ca_topic_score_codex":0.000077140954,"about_ca_topic_score_gemma":0.00000636498,"teacher_disagreement_score":0.71547055,"about_ca_system_score_codex":0.00015613058,"about_ca_system_score_gemma":0.0007148737,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W3080142041","doi":"10.1177/0046958020951002","title":"An Evaluation of an Experiential Learning Program in Global and Indigenous Health: The University of Manitoba’s Queen Elizabeth II Diamond Jubilee Scholarship Program","year":2020,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Global Health and Surgery","field":"Medicine","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":"University of Manitoba","funders":"Canadian Institutes of Health Research; Universities Canada","keywords":"Experiential learning; Scholarship; Thematic analysis; Medical education; Indigenous; Narrative; Psychology; Personal development; Medicine; Pedagogy; Sociology; Qualitative research; Political science; Social science","score_opus":0.03324403852115455,"score_gpt":0.34312828909582377,"score_spread":0.30988425057466923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080142041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915232,0.0040211882,0.00045793847,0.0025566984,0.00012046317,0.0012929643,0.000004057459,0.00002045881,0.0000030242159],"genre_scores_gemma":[0.9974696,0.0008773804,0.00090360676,0.00063199707,0.00007843802,0.0000010440135,0.000025705736,0.000011759095,4.366638e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972615,0.0010539885,0.0007321562,0.00015655476,0.0005485293,0.00024724496],"domain_scores_gemma":[0.99766415,0.000041835858,0.0009066257,0.00012618807,0.000993863,0.00026735282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034419752,0.00011008128,0.0003786668,0.00008003489,0.0005298033,0.000018773258,0.00011355786,0.0001075998,0.0000053959902],"category_scores_gemma":[0.0004752018,0.00007789045,0.000026786423,0.0006260172,0.00011804645,0.00027439452,0.00005551536,0.0004241017,1.6883818e-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":[0.00040823442,0.00024400125,0.21776657,0.0005639192,0.0000092010005,0.000004948302,0.10728267,0.00018608735,0.000064116415,0.000015671965,0.000049973198,0.67340463],"study_design_scores_gemma":[0.002926608,0.011664616,0.8351053,0.00073711993,0.000078695455,0.00010177303,0.14592367,0.0017117299,0.00016519483,0.000030809577,0.0014293988,0.00012506655],"about_ca_topic_score_codex":0.00060727884,"about_ca_topic_score_gemma":0.00025979461,"teacher_disagreement_score":0.6732795,"about_ca_system_score_codex":0.0002738921,"about_ca_system_score_gemma":0.0020100365,"threshold_uncertainty_score":0.4074872},"labels":[],"label_agreement":null},{"id":"W3080652018","doi":"10.1016/j.jnma.2020.07.015","title":"Aiding Universal Health Coverage through Humanitarian Outreach Services and Global Health Diplomacy in Resource-Poor Settings","year":2020,"lang":"en","type":"article","venue":"Journal of the National Medical Association","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Outreach; Global health; Diplomacy; Health care; Medicine; Humanitarian aid; Humanitarian crisis; Triage; Economic growth; Political science; Public relations; Refugee; Medical emergency; Politics; Law; Economics","score_opus":0.019029633023948972,"score_gpt":0.32982269125560937,"score_spread":0.31079305823166037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080652018","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":[0.2709882,0.0009003063,0.00009357824,0.72588676,0.0002366815,0.00022381172,0.000041454463,0.000015313217,0.0016138888],"genre_scores_gemma":[0.83927554,0.00020283241,0.00015778508,0.15961416,0.00070405484,5.9806285e-7,0.000011502674,0.00000580794,0.000027721786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964665,0.00033354934,0.00072781934,0.00012829041,0.0020550229,0.00028879748],"domain_scores_gemma":[0.9979952,0.00032973505,0.0009493976,0.000033005203,0.0002619793,0.00043069848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002932551,0.00009619759,0.0003844097,0.00004727375,0.00018192301,0.000021556209,0.00012281677,0.00013125168,0.000027001657],"category_scores_gemma":[0.0024067303,0.000071038274,0.0000961502,0.0003537795,0.000022628743,0.0001765357,0.000052236435,0.000581522,0.0000034145075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011891479,0.00066853105,0.6807239,0.0012456119,0.00031436232,0.00009653968,0.006656802,0.00010370593,0.000021452772,0.014717503,0.27458137,0.01968105],"study_design_scores_gemma":[0.00681132,0.0007863563,0.75805163,0.001605743,0.000044698838,0.00023700736,0.0015989041,0.0021931382,0.000005536901,0.008343013,0.22015883,0.00016382984],"about_ca_topic_score_codex":0.00011786844,"about_ca_topic_score_gemma":0.00006562108,"teacher_disagreement_score":0.5682873,"about_ca_system_score_codex":0.0024550736,"about_ca_system_score_gemma":0.0016837269,"threshold_uncertainty_score":0.6419932},"labels":[],"label_agreement":null},{"id":"W3080713451","doi":"10.1016/j.ijsu.2020.08.004","title":"Human rights-based approach to global surgery: A scoping review","year":2020,"lang":"en","type":"review","venue":"International Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Human rights; Medicine; Psychological intervention; Health care; Right to health; Global health; Universal design; Health equity; Economic growth; Nursing; Political science; Public health; Law; Economics","score_opus":0.16517384874051325,"score_gpt":0.4516252319011853,"score_spread":0.2864513831606721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080713451","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":[0.000010650411,0.9918757,0.00032503996,0.0018880038,0.003039426,0.0008994181,0.000102094564,0.0000406968,0.0018189378],"genre_scores_gemma":[0.00010940862,0.990286,0.00045487934,0.006552823,0.0022258903,0.000045994708,0.00024016676,0.000049104805,0.00003574749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99302405,0.0003799732,0.0036887303,0.0004544259,0.0018924954,0.0005603139],"domain_scores_gemma":[0.9938714,0.0011209165,0.002291221,0.0003254918,0.0011949498,0.0011960445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026940037,0.0005681641,0.0057217944,0.00082561653,0.00008762017,0.00007210564,0.000490434,0.00027542832,0.00018380341],"category_scores_gemma":[0.0015239512,0.00042918444,0.003576429,0.00094605214,0.000056814126,0.00014358394,0.0000889117,0.00072222744,0.00013665542],"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":[0.00014482433,0.00044203122,0.00040945684,0.16822526,0.00092363276,0.0038670737,0.0000037518796,0.000001500784,6.346376e-8,0.00016905523,0.22414778,0.60166556],"study_design_scores_gemma":[0.00009981542,0.00002296164,0.000025585838,0.42258802,0.0004780588,0.0021200646,6.565659e-7,8.467927e-7,1.617373e-7,0.00001774051,0.57444626,0.00019983701],"about_ca_topic_score_codex":0.000040147817,"about_ca_topic_score_gemma":0.0000028683353,"teacher_disagreement_score":0.60146576,"about_ca_system_score_codex":0.0009933214,"about_ca_system_score_gemma":0.00562391,"threshold_uncertainty_score":0.999816},"labels":[],"label_agreement":null},{"id":"W3084402251","doi":"10.26443/mjm.v18i1.152","title":"Training global surgery advocates: Strengthening the global surgery voice","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Likert scale; Medicine; Context (archaeology); Global health; Medical education; Diplomacy; Scale (ratio); Training (meteorology); Nursing; Psychology; Political science; Public health; Politics","score_opus":0.11301279590903379,"score_gpt":0.3385181475914607,"score_spread":0.2255053516824269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084402251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5966099,0.013757762,0.0006342868,0.370346,0.005260996,0.00044375574,0.00012425696,0.00016219632,0.012660844],"genre_scores_gemma":[0.93848383,0.00089423836,0.00017099432,0.05755665,0.0028390605,0.0000022728896,0.000014023054,0.00002210657,0.000016804921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536765,0.0002883558,0.0018899849,0.00028676877,0.001324688,0.0008425765],"domain_scores_gemma":[0.99474216,0.0020477797,0.00094859995,0.00026882705,0.00052403833,0.0014686253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035021817,0.00034336676,0.001549052,0.00010640093,0.00026236312,0.000013342504,0.00024891895,0.00015278041,0.00019979186],"category_scores_gemma":[0.0077281427,0.00020247993,0.00052843476,0.0011734633,0.00025915814,0.00016421662,0.000052092553,0.0006406185,0.00003646815],"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":[0.0036042028,0.00019908424,0.1864885,0.0006870985,0.0006156092,0.005152178,0.0009451444,0.000063652384,0.00013121768,0.0007351347,0.43198892,0.36938924],"study_design_scores_gemma":[0.004370729,0.001327611,0.10130604,0.0042483127,0.0009813398,0.0135277305,0.008160343,0.0004113656,0.000071985945,0.0009076238,0.8641392,0.0005476887],"about_ca_topic_score_codex":0.00009659444,"about_ca_topic_score_gemma":0.0000094598645,"teacher_disagreement_score":0.4321503,"about_ca_system_score_codex":0.00031205287,"about_ca_system_score_gemma":0.0008341805,"threshold_uncertainty_score":0.9251867},"labels":[],"label_agreement":null},{"id":"W3088842628","doi":"10.21037/jphe-20-88","title":"Building global surgical workforce capacity through academic partnerships","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Workforce; Work (physics); Business; Public relations; Economic growth; Distribution (mathematics); Population; Developing country; Capacity building; Low and middle income countries; Economic shortage; Political science; Medicine; Economics; Environmental health; Engineering","score_opus":0.31182523513272825,"score_gpt":0.4208902318375919,"score_spread":0.10906499670486364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088842628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7750928,0.02007533,0.0022933078,0.19878593,0.000998759,0.0001818106,0.000010024935,0.000032920165,0.002529168],"genre_scores_gemma":[0.9696037,0.014698303,0.001859364,0.0120639475,0.001727211,0.0000017263113,0.0000035223936,0.000010777906,0.0000314129],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680257,0.00024579876,0.0012844377,0.00019950293,0.00054622843,0.0009214699],"domain_scores_gemma":[0.9949217,0.000056891866,0.00049444207,0.00009793401,0.00023709152,0.004191933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020321712,0.0001674372,0.0006346317,0.000050851675,0.00016310572,0.000012389099,0.00011711647,0.00017957926,0.00014628707],"category_scores_gemma":[0.0011490533,0.00013056636,0.00018481495,0.0006262484,0.000055826677,0.00033142016,0.000034591165,0.0008616289,0.000010096748],"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":[0.0007264032,0.00018719297,0.6448361,0.0013537741,0.000089706824,0.00021191023,0.0017291463,0.0000028216632,0.000017173194,0.036700103,0.2079322,0.10621342],"study_design_scores_gemma":[0.001502022,0.0009278871,0.016904097,0.00015515802,0.000020434814,0.0012994148,0.000566939,0.00011672408,0.0000028515487,0.001539216,0.9768201,0.0001451427],"about_ca_topic_score_codex":0.00003998036,"about_ca_topic_score_gemma":0.0000027654814,"teacher_disagreement_score":0.7688879,"about_ca_system_score_codex":0.00017165311,"about_ca_system_score_gemma":0.001471806,"threshold_uncertainty_score":0.53243417},"labels":[],"label_agreement":null},{"id":"W3089718358","doi":"10.9745/ghsp-d-20-00453","title":"What Is<i>Global Health: Science and Practice</i>Doing to Address Power Imbalances in Publishing?","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Alberta Health; University of Alberta","funders":"United States Agency for International Development","keywords":"Nothing; Power (physics); Publishing; Coronavirus disease 2019 (COVID-19); Pandemic; Public relations; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Work (physics); 2019-20 coronavirus outbreak; Global health; Psychology; Sociology; Medicine; Health care; Epistemology; Law; Engineering; Virology","score_opus":0.054758044031322096,"score_gpt":0.4380739456571972,"score_spread":0.3833159016258751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089718358","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":[0.06365165,0.019198515,0.00004931645,0.88898706,0.0019081064,0.0014944846,0.000072195886,0.000102994665,0.024535699],"genre_scores_gemma":[0.5183939,0.0058662784,0.004812988,0.4707455,0.00014849097,0.000014420984,0.0000031665825,0.0000066533757,0.000008616827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920623,0.00024260937,0.00089834386,0.001493616,0.0030808016,0.0022223846],"domain_scores_gemma":[0.99123394,0.00070606417,0.00061911106,0.00046978318,0.0018723254,0.005098758],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020541754,0.00031438703,0.00066853495,0.00018134544,0.0012467542,0.0020916061,0.00053596054,0.000115466195,0.000014885164],"category_scores_gemma":[0.022212835,0.00028591734,0.00003203167,0.0076119862,0.0011558183,0.016720854,0.00049622916,0.0005736697,0.000044931607],"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":[0.00917225,0.0009722475,0.10117302,0.0020408768,0.00003133282,0.0005897632,0.014955862,0.000017388182,0.0001041206,0.018018737,0.27732062,0.5756038],"study_design_scores_gemma":[0.0015099406,0.0021194026,0.13554737,0.00083559763,0.000019666748,0.002870479,0.022742614,0.0003359538,0.000009296577,0.00021013178,0.8334057,0.00039388583],"about_ca_topic_score_codex":0.004983166,"about_ca_topic_score_gemma":0.00025045362,"teacher_disagreement_score":0.57520986,"about_ca_system_score_codex":0.0018953166,"about_ca_system_score_gemma":0.019397318,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W3090763405","doi":"10.1016/j.afjem.2020.09.005","title":"Mentorship and how to conduct research: A research primer for low- and middle-income countries","year":2020,"lang":"en","type":"article","venue":"African Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Humber River Regional Hospital; McMaster University","funders":"","keywords":"Mentorship; Mindset; Passion; Medicine; Curiosity; Public relations; Commit; Blueprint; Economic growth; Medical education; Political science","score_opus":0.4183076658990433,"score_gpt":0.48003226897509843,"score_spread":0.06172460307605515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090763405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69949925,0.01054249,0.000057764275,0.28752804,0.00065296475,0.0007555365,0.0000116722795,0.000008805204,0.0009434673],"genre_scores_gemma":[0.9932024,0.003003038,0.00030556894,0.000981134,0.0016926595,0.000017627543,0.0000021820113,0.000023537294,0.00077186676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662405,0.00034027267,0.00066428847,0.00027543656,0.0013222888,0.00077365956],"domain_scores_gemma":[0.99450725,0.00090956374,0.00017290883,0.00017093276,0.0021451802,0.0020941906],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0075367508,0.00015623428,0.0006642844,0.0005020946,0.00021889486,0.000010495621,0.00014869196,0.00007654772,0.00027062898],"category_scores_gemma":[0.010027335,0.00010693286,0.000063727195,0.00095563097,0.0003712737,0.00011239327,0.000070654154,0.0006265286,0.0000050186754],"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":[0.014305026,0.0002322201,0.08842473,0.00824303,0.0006030589,0.00056877406,0.033162028,7.4177814e-7,0.008033916,0.0036677849,0.8411826,0.0015760935],"study_design_scores_gemma":[0.009987762,0.038856775,0.048725642,0.007576483,0.00042659836,0.00046493596,0.04574538,0.000111103414,0.0013902775,0.0029908712,0.8431941,0.00053001975],"about_ca_topic_score_codex":0.000059923976,"about_ca_topic_score_gemma":0.000010717396,"teacher_disagreement_score":0.2937031,"about_ca_system_score_codex":0.0000798744,"about_ca_system_score_gemma":0.00039194303,"threshold_uncertainty_score":0.99831164},"labels":[],"label_agreement":null},{"id":"W3091293525","doi":"10.5539/gjhs.v12n11p132","title":"Collaborative Learning Through Global Partnerships: Student-Led Community-Engaged Research","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","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":"Sustainability; Multidisciplinary approach; Community engagement; Medical education; Process (computing); Public relations; Needs assessment; Intervention (counseling); Political science; Nursing; Business; Medicine","score_opus":0.24842928522415123,"score_gpt":0.5106242592506789,"score_spread":0.2621949740265277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091293525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9392742,0.0035918334,0.00030195015,0.045614626,0.00064832775,0.00054005865,0.00001808694,0.000047971735,0.009962924],"genre_scores_gemma":[0.9877756,0.00048821326,0.001925015,0.009542133,0.00024339507,0.000002720307,0.0000025437325,0.0000064297774,0.0000139066005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9855047,0.008499502,0.0012139466,0.00030341835,0.0029959024,0.0014825168],"domain_scores_gemma":[0.9935136,0.0008440423,0.00067510817,0.00028466043,0.0027033512,0.0019792824],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04468523,0.00019608127,0.00079825,0.00009302205,0.005408212,0.00013488621,0.0008127948,0.00008904758,0.000028373948],"category_scores_gemma":[0.011743843,0.000158637,0.00012045328,0.005678367,0.0010518427,0.00054981944,0.00025570887,0.005977176,0.000060454426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026638554,0.0008846395,0.9180093,0.00070127466,0.000077981575,0.00057560514,0.015503503,0.00018829294,0.00020832874,0.005265135,0.04254037,0.013381741],"study_design_scores_gemma":[0.005462383,0.010523109,0.6848591,0.0011864419,0.000044107288,0.0017856524,0.24366918,0.00020597021,0.000097219134,0.0015637479,0.050241526,0.00036158552],"about_ca_topic_score_codex":0.0002750708,"about_ca_topic_score_gemma":0.00003646083,"teacher_disagreement_score":0.23315018,"about_ca_system_score_codex":0.0017477245,"about_ca_system_score_gemma":0.010955862,"threshold_uncertainty_score":0.99658066},"labels":[],"label_agreement":null},{"id":"W3091671865","doi":"10.36834/cmej.69339","title":"Evaluation of the effectiveness of the Global Medical Student Partnership program in undergraduate medical education","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Alfaisal University; Addis Ababa University; University of Toronto","keywords":"General partnership; Medical education; Thematic analysis; Presentation (obstetrics); Health care; Global health; Psychology; Qualitative research; Medicine; Public health; Political science; Nursing; Sociology","score_opus":0.03477112860321324,"score_gpt":0.42373676153314116,"score_spread":0.3889656329299279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091671865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69398874,0.0013330472,0.000013589502,0.29613766,0.002785611,0.001182651,0.0000031718566,0.000008072703,0.004547479],"genre_scores_gemma":[0.9729723,0.000077836215,0.000022796245,0.026316708,0.0005097557,0.000071828705,0.000009174622,0.000008684401,0.000010924841],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99056214,0.0024461783,0.0007872196,0.00019989265,0.0056016925,0.00040288077],"domain_scores_gemma":[0.9899239,0.00022946903,0.00027109464,0.00026516436,0.0011047241,0.008205664],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010501515,0.000134261,0.00033529697,0.0000913441,0.00011063341,0.000014679422,0.00050635566,0.00031808604,0.0024501216],"category_scores_gemma":[0.09589874,0.00008203226,0.00016393699,0.0009976214,0.000336375,0.00005249414,0.000041100735,0.0009417021,0.000005891018],"study_design_candidate":"observational","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":[0.00013683162,0.0014116341,0.4598116,0.00042871138,0.00007694542,0.000015562735,0.0005317583,0.000009746796,0.0000015555665,0.0052905045,0.025002321,0.5072828],"study_design_scores_gemma":[0.0023531802,0.0001936069,0.96859664,0.0037529338,0.00020917345,0.00059432036,0.0013453374,0.0021593377,0.000019976136,0.003273824,0.017375307,0.00012634837],"about_ca_topic_score_codex":0.00462264,"about_ca_topic_score_gemma":0.017884744,"teacher_disagreement_score":0.50878507,"about_ca_system_score_codex":0.0013637077,"about_ca_system_score_gemma":0.3277634,"threshold_uncertainty_score":0.9984618},"labels":[],"label_agreement":null},{"id":"W3092026901","doi":"10.1093/eurpub/ckaa166.1262","title":"Health research saves lives","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Government (linguistics); Public health; Investment (military); Health care; Population health; Public relations; Population; Health policy; Political science; Presentation (obstetrics); Economic growth; International health; Relevance (law); Business; Medicine; Environmental health; Nursing; Economics; Politics","score_opus":0.374643609723879,"score_gpt":0.44482368734225664,"score_spread":0.07018007761837763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092026901","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":[0.09036463,0.0100017795,0.0031269107,0.87923,0.00049997267,0.00033459434,0.000009921802,0.000057734513,0.016374461],"genre_scores_gemma":[0.9270347,0.002649637,0.0021873612,0.06617526,0.0017181634,3.7141743e-7,0.0000061209194,0.00003919708,0.0001892163],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98625064,0.009322885,0.0015208714,0.00024742444,0.0012299501,0.0014282094],"domain_scores_gemma":[0.9926305,0.00024292234,0.0005652888,0.00021768697,0.00071348186,0.0056301225],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03993871,0.00013300325,0.0006641131,0.00035594913,0.00028736237,0.00006328473,0.00025591045,0.00001927821,0.00014611815],"category_scores_gemma":[0.0033549587,0.00010364293,0.00015711287,0.0008123836,0.00011821514,0.00017980226,0.00007662746,0.0012550846,0.00026789794],"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":[0.00011467053,0.00027868908,0.0076252255,0.0008254016,0.0000456342,0.0009532796,0.0073689576,0.0000010811933,0.000022952148,0.0005971225,0.4191781,0.5629889],"study_design_scores_gemma":[0.0013248738,0.0059509133,0.11260776,0.00034374406,0.0000025689226,0.00084714283,0.0026975572,0.000028145927,0.0000031836598,0.000023041133,0.8760888,0.00008226544],"about_ca_topic_score_codex":0.000035492358,"about_ca_topic_score_gemma":0.0000032214894,"teacher_disagreement_score":0.83667004,"about_ca_system_score_codex":0.00030158265,"about_ca_system_score_gemma":0.006362216,"threshold_uncertainty_score":0.9992708},"labels":[],"label_agreement":null},{"id":"W3092244317","doi":"10.1093/eurpub/ckaa165.023","title":"NextGenU.org: the first globally free degree, a Master's in Public Health","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"TerraBioGen (Canada)","funders":"","keywords":"Accreditation; Workforce; Public health; Medical education; Government (linguistics); Population health; Health care; Medicine; Population; Nursing; Political science; Environmental health","score_opus":0.22399044003429958,"score_gpt":0.3220332400453238,"score_spread":0.09804280001102422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092244317","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":[0.07245027,0.005124111,0.002536009,0.9064715,0.00067193276,0.00049472845,0.000024227571,0.000056740337,0.012170494],"genre_scores_gemma":[0.792255,0.0010336797,0.00070553663,0.20475203,0.0011319573,0.0000014913571,0.000008949621,0.00004942822,0.0000619369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904776,0.00388417,0.0023410397,0.00035418305,0.0011665733,0.0017764368],"domain_scores_gemma":[0.9934169,0.00016631027,0.0012181988,0.000563761,0.00039431854,0.004240483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023763176,0.0002835699,0.000895404,0.00031078298,0.00030332198,0.00015100045,0.00093203806,0.00004738928,0.00015998117],"category_scores_gemma":[0.0027306345,0.00019321125,0.0002537575,0.0013350223,0.00011498508,0.00036413735,0.00022758638,0.0012725918,0.00015605468],"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":[0.00019969375,0.0006638563,0.1674915,0.0009377737,0.00011730135,0.0018545716,0.0072874795,0.0000072969056,0.0000036265378,0.0014101464,0.39253235,0.4274944],"study_design_scores_gemma":[0.0020606061,0.0015686132,0.37224773,0.00018917843,0.000003946679,0.00058979617,0.0008232221,0.000054944874,1.6081474e-7,0.000013749861,0.6223521,0.00009594212],"about_ca_topic_score_codex":0.00013956742,"about_ca_topic_score_gemma":0.00020042763,"teacher_disagreement_score":0.7198047,"about_ca_system_score_codex":0.00066355953,"about_ca_system_score_gemma":0.006685282,"threshold_uncertainty_score":0.9989459},"labels":[],"label_agreement":null},{"id":"W3092368771","doi":"10.1002/pbc.28760","title":"Training pediatric hematologist/oncologists for capacity building in Ethiopia","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Subspecialty; Medicine; Curriculum; Capacity building; Training (meteorology); Pediatric cancer; Pediatric oncology; Medical education; Family medicine; Nursing; Cancer; Economic growth; Internal medicine","score_opus":0.10610738265880987,"score_gpt":0.35697801789603806,"score_spread":0.2508706352372282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092368771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832236,0.008573147,0.00033076215,0.0054980507,0.0007122276,0.0008679877,0.000069904505,0.00016219085,0.00056209037],"genre_scores_gemma":[0.9835513,0.0027618632,0.0036683455,0.005904566,0.0037350382,0.00030742475,0.000011326866,0.000032675984,0.000027450402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974872,0.000062232735,0.0006524064,0.00055199984,0.00031197918,0.000934212],"domain_scores_gemma":[0.99839616,0.00048655964,0.000217549,0.00017341167,0.00012921175,0.0005970806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005749867,0.00025220282,0.00075133954,0.00018833084,0.000100052945,0.00001513589,0.00014301746,0.00029816056,0.00007727063],"category_scores_gemma":[0.0013690501,0.00023573947,0.00018798311,0.0010137811,0.00004222967,0.00008089944,0.000044529843,0.0005548792,0.000012591104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036486637,0.00018144197,0.9858737,0.0029122625,0.000025752046,0.00013821357,0.0010506342,0.00004583134,0.000059335875,0.00042064086,0.0066552167,0.0022720776],"study_design_scores_gemma":[0.0415398,0.0042061703,0.8666958,0.00040305787,0.0060248887,0.0004805447,0.0015902962,0.0036013145,0.0011169969,0.0025475468,0.0683617,0.0034318871],"about_ca_topic_score_codex":0.00040019662,"about_ca_topic_score_gemma":0.000087786495,"teacher_disagreement_score":0.11917793,"about_ca_system_score_codex":0.00012103704,"about_ca_system_score_gemma":0.0010339717,"threshold_uncertainty_score":0.96131766},"labels":[],"label_agreement":null},{"id":"W3093026347","doi":"10.1080/16549716.2020.1826730","title":"Key issues for participatory research in the design and implementation of humanitarian assistance: a scoping review","year":2020,"lang":"en","type":"review","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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 Toronto; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Key (lock); Citizen journalism; Process management; Political science; Participatory design; Humanitarian aid; Business; Computer science; Engineering; Computer security; Operations management","score_opus":0.6133771226635797,"score_gpt":0.6558082111334459,"score_spread":0.04243108846986621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093026347","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":[0.0000071684076,0.9852638,0.00022443337,0.0038027244,0.00018066971,0.010388786,0.00006443945,0.000014711206,0.000053259067],"genre_scores_gemma":[0.00008062224,0.9963319,0.0004722388,0.0016252764,0.00021236361,0.0011274021,0.00013528211,0.00001240685,0.0000025258564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958626,0.001602588,0.001146218,0.00034120496,0.00046564607,0.0005817206],"domain_scores_gemma":[0.99847424,0.00045877256,0.00045263526,0.00022762525,0.00015128925,0.0002354666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067155645,0.00018364599,0.0014388241,0.00009722689,0.00018844631,0.00001463276,0.00008497518,0.00012564243,0.000010671494],"category_scores_gemma":[0.00023875713,0.00013350707,0.00013318457,0.0007087155,0.00005003797,0.00006370828,0.000019993404,0.000339212,0.0000057822285],"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":[0.000047343605,0.000023440296,0.000022086342,0.3561086,0.000009423531,0.0000036225094,0.00006724034,1.9428372e-8,7.817932e-9,0.00036032373,0.008354163,0.63500375],"study_design_scores_gemma":[0.00032384947,0.00062950293,0.00023131841,0.2988731,0.00015608521,0.000037773734,0.00034773085,0.0000042818933,1.0216527e-7,0.0002454097,0.69906867,0.00008219684],"about_ca_topic_score_codex":0.0007596648,"about_ca_topic_score_gemma":0.0006243966,"teacher_disagreement_score":0.6907145,"about_ca_system_score_codex":0.00089654425,"about_ca_system_score_gemma":0.003994148,"threshold_uncertainty_score":0.70854473},"labels":[],"label_agreement":null},{"id":"W3094267409","doi":"10.1016/j.ssaho.2020.100075","title":"Re-thinking global and public health projects during the COVID-19 pandemic context: Considerations and recommendations for early- and not-so-early-career researchers","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Pandemic; Public relations; Context (archaeology); Public health; Thematic analysis; Political science; Mental health; Coronavirus disease 2019 (COVID-19); Economic growth; Sociology; Psychology; Qualitative research; Medicine; Nursing; Social science; Geography; Infectious disease (medical specialty)","score_opus":0.5506465483603051,"score_gpt":0.4718337218464487,"score_spread":0.07881282651385646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094267409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70363754,0.0007201403,0.000018694256,0.29203555,0.00006424441,0.0016671078,0.00011744404,0.000040614745,0.0016986665],"genre_scores_gemma":[0.93651396,0.00020202152,0.00019685608,0.06274726,0.00014274115,0.00009491698,0.000009716448,0.0000057319735,0.000086786895],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99829346,0.000258338,0.00026681455,0.00033527083,0.000313338,0.000532769],"domain_scores_gemma":[0.9986974,0.0005790886,0.00011410799,0.00006849057,0.00012469832,0.0004162001],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002388542,0.000107144515,0.00025586432,0.000042632204,0.0061803805,0.0012398984,0.00016436809,0.00005639709,0.000044053602],"category_scores_gemma":[0.0014627501,0.0000825155,0.000028235325,0.00022183447,0.0013700498,0.00047601754,0.00028617456,0.00018534582,9.0706175e-7],"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":[0.00026312773,0.000038423655,0.61968434,0.0005536066,0.00006786937,0.000008929325,0.18675421,2.5448736e-7,0.000011424204,0.16056722,0.022923775,0.00912682],"study_design_scores_gemma":[0.0050948784,0.0016291372,0.3732126,0.0001719315,0.00005836571,0.00008907875,0.39272755,0.00012317665,0.0000030358651,0.026431147,0.19992766,0.0005314187],"about_ca_topic_score_codex":0.010277947,"about_ca_topic_score_gemma":0.013652786,"teacher_disagreement_score":0.24647173,"about_ca_system_score_codex":0.00022135796,"about_ca_system_score_gemma":0.0019023865,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W3094723094","doi":"10.1186/s12961-020-00634-5","title":"Attempt to assess Canada’s expertise in global health research falls short","year":2020,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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; McGill University Health Centre","funders":"","keywords":"Health services research; Health policy; Public health; Health administration; Global health; Social policy; Community health; Distribution (mathematics); Medicine; International health; Political science; Regional science; Public relations; Economic growth; Nursing; Geography; Economics","score_opus":0.6173880943183203,"score_gpt":0.6007896933750048,"score_spread":0.01659840094331555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094723094","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":[0.38945776,0.015250543,0.00005517113,0.5819334,0.00038500194,0.00543956,0.00027204273,0.00007116302,0.0071353796],"genre_scores_gemma":[0.95480716,0.0014248623,0.00003388234,0.041619513,0.0012536789,0.00026872673,0.000028126902,0.000029026216,0.00053501496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863521,0.0041130623,0.0012675568,0.0008445252,0.0032940607,0.0041286983],"domain_scores_gemma":[0.9891783,0.0008510383,0.00006578606,0.0005360841,0.0007686018,0.00860018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016513946,0.0002370278,0.0010641356,0.0005729375,0.0006972748,0.00011247531,0.0002695586,0.00017116017,0.000010997163],"category_scores_gemma":[0.0054831184,0.00021227186,0.000047488276,0.0030874223,0.00014972186,0.00008467353,0.00022946284,0.0013506395,0.000053140793],"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":[0.00087715365,0.0001700546,0.09429514,0.007550235,0.000021641856,0.0005104374,0.0036390724,0.000017728305,0.00002987475,0.0073369322,0.8488097,0.03674202],"study_design_scores_gemma":[0.0017639349,0.0033342717,0.19958305,0.0027914923,0.0000014687479,0.0002559419,0.010614727,0.002538667,0.00000943596,0.000064913555,0.778691,0.00035107834],"about_ca_topic_score_codex":0.9550287,"about_ca_topic_score_gemma":0.67778116,"teacher_disagreement_score":0.5653494,"about_ca_system_score_codex":0.007801001,"about_ca_system_score_gemma":0.05676159,"threshold_uncertainty_score":0.99600786},"labels":[],"label_agreement":null},{"id":"W3095215493","doi":"10.2196/18555","title":"Multilingual Global E-Learning Pediatric Endocrinology and Diabetes Curriculum for Front Line Health Care Providers in Resource-Limited Countries: Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"European Society for Paediatric Endocrinology; International Society for Pediatric and Adolescent Diabetes; Eli Lilly and Company","keywords":"Curriculum; Medical education; E learning; Swahili; Computer science; World Wide Web; Medicine; Multimedia; The Internet; Psychology; Pedagogy","score_opus":0.04372055793464274,"score_gpt":0.4110140637661425,"score_spread":0.3672935058314998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095215493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891176,0.0027438872,0.000016780237,0.004010653,0.00005426388,0.0038184705,0.000035431516,0.00006848537,0.00013441635],"genre_scores_gemma":[0.99777156,0.00013278204,0.00030663318,0.0009332852,0.00014931185,0.0005685003,0.000107671,0.000015958129,0.000014282898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636155,0.00050005177,0.00067234744,0.00042009164,0.0006621442,0.0013838243],"domain_scores_gemma":[0.9981587,0.00046132656,0.00012311726,0.000119597906,0.00051158795,0.0006256664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012301576,0.00019978429,0.0005668313,0.0002851827,0.00040020366,0.000040095336,0.00011232244,0.00009231884,0.000010356615],"category_scores_gemma":[0.0010854579,0.00016852064,0.00004526388,0.00062591484,0.000099046636,0.00012772236,0.00019350325,0.00074813806,0.000021542535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084914855,0.0004095828,0.8992685,0.0028082768,0.000034622728,0.000037798007,0.06682062,0.000013235251,8.858171e-7,0.000013339944,0.0042389366,0.025505064],"study_design_scores_gemma":[0.010910174,0.0117578255,0.61440456,0.00024158548,0.000019192947,0.000009985135,0.26561773,0.0036622973,0.00006542833,0.000009894436,0.09294031,0.0003610655],"about_ca_topic_score_codex":0.00016336775,"about_ca_topic_score_gemma":0.00016605001,"teacher_disagreement_score":0.28486395,"about_ca_system_score_codex":0.0007411436,"about_ca_system_score_gemma":0.001256304,"threshold_uncertainty_score":0.6872072},"labels":[],"label_agreement":null},{"id":"W3095813941","doi":"10.1016/j.eclinm.2020.100620","title":"Assessment of diagnostics capacity in hospitals providing surgical care in two Latin American states","year":2020,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Global Health and Surgery","field":"Medicine","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":"Heritage Medical Research Clinic; University of Alberta","funders":"GE Foundation","keywords":"Medicine; Workforce; Private sector; Public sector; Per capita; Descriptive statistics; Family medicine; Emergency medicine; Environmental health; Population; Economic growth; Statistics","score_opus":0.0536656207588368,"score_gpt":0.41502324715693717,"score_spread":0.3613576263981004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095813941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98551035,0.0006618093,0.000023102593,0.011023459,0.00014732196,0.00059032853,0.000026757145,0.000031999538,0.001984895],"genre_scores_gemma":[0.9938824,0.0010041499,0.0012616719,0.003472645,0.00026670814,0.00002235496,0.000067997054,0.000016086718,0.0000059719328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973223,0.00016929657,0.0012543349,0.00035957413,0.0004394181,0.00045503723],"domain_scores_gemma":[0.99677145,0.0021145416,0.00024530827,0.00021488508,0.00011839846,0.00053538766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082393235,0.00016898621,0.001123399,0.00011130669,0.000014031296,0.0000030079484,0.00008816031,0.000063271196,0.00006150822],"category_scores_gemma":[0.0034534775,0.00013587184,0.00009342999,0.0006894009,0.00027089953,0.000031396805,0.0000554874,0.0006155251,0.0000058070536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024689242,0.000209793,0.99161667,0.00038520593,0.000010277607,0.0005759329,0.00084385555,0.00004500918,0.000019463458,0.00017813292,0.00033367588,0.00553507],"study_design_scores_gemma":[0.005218829,0.0020862208,0.9852749,0.0006566567,0.00002993167,0.0000048885286,0.0024317494,0.0013849317,0.000059614144,0.000049037037,0.002679635,0.00012360199],"about_ca_topic_score_codex":0.000797276,"about_ca_topic_score_gemma":0.00032269605,"teacher_disagreement_score":0.008372087,"about_ca_system_score_codex":0.0001320985,"about_ca_system_score_gemma":0.0003674494,"threshold_uncertainty_score":0.5540693},"labels":[],"label_agreement":null},{"id":"W3096560834","doi":"10.1186/s12961-020-00635-4","title":"Limitations in a rapid environmental scan of global health research expertise point to the need for more open data","year":2020,"lang":"en","type":"letter","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; McMaster University; York University","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria; Bill and Melinda Gates Foundation","keywords":"Health services research; Health administration; Public health; Medicine; Point (geometry); Health informatics; Health policy; Open data; Environmental health; Computer science; Nursing; World Wide Web","score_opus":0.7427576375489302,"score_gpt":0.5871917872061789,"score_spread":0.15556585034275128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096560834","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":[0.00083929946,0.012855511,0.000023286426,0.9636633,0.00022562138,0.01503359,0.0064180833,0.000016307129,0.00092501007],"genre_scores_gemma":[0.12698445,0.008750804,0.00019963452,0.8513574,0.0054481584,0.0026488416,0.0030547353,0.00008790762,0.0014680576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865076,0.0052461033,0.0016414851,0.0011054226,0.002482692,0.0030167284],"domain_scores_gemma":[0.9924201,0.0031919072,0.00027757877,0.0018326332,0.00029349435,0.0019843224],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021349184,0.00030460482,0.0014258637,0.0007205353,0.00090755,0.00018205249,0.0014728,0.0003598354,0.000008990625],"category_scores_gemma":[0.006432466,0.00022670242,0.00008564789,0.0017592581,0.0005089099,0.00013775745,0.001682877,0.0026029802,0.000031757878],"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":true,"study_design_scores_codex":[0.0006852177,0.00011619977,0.00044573066,0.0062534832,0.00003408005,0.00006741678,0.0027941002,0.0000013993396,0.000002357437,0.00053837016,0.9698328,0.019228848],"study_design_scores_gemma":[0.0014168771,0.002144342,0.0034462055,0.0020154307,0.0000034788486,0.00008870825,0.0072738435,0.0010899937,3.9986173e-7,0.00016142847,0.9822212,0.00013810488],"about_ca_topic_score_codex":0.108333945,"about_ca_topic_score_gemma":0.0031121473,"teacher_disagreement_score":0.12614515,"about_ca_system_score_codex":0.003866583,"about_ca_system_score_gemma":0.016769875,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W3097237895","doi":"10.1038/s41586-020-2859-7","title":"High-depth African genomes inform human migration and health","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","cited_by":367,"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; Ontario Institute for Cancer Research","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute of Mental Health; Wellcome Trust; National Human Genome Research Institute; University of Illinois at Urbana-Champaign; National Institutes of Health; Generalitat de Catalunya; Ministerio de Economía y Competitividad; National Institute of Allergy and Infectious Diseases; African Academy of Sciences; Centres de Recerca de Catalunya","keywords":"Genome; Human genome; Human health; Geography; Evolutionary biology; Biology; Environmental health; Medicine; Genetics; Gene","score_opus":0.022364306321465317,"score_gpt":0.3197764887435043,"score_spread":0.297412182422039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097237895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79909325,0.008971295,0.000006530973,0.18680659,0.00018137923,0.00034246224,0.000017463137,0.00010626122,0.004474767],"genre_scores_gemma":[0.943015,0.00025781424,0.0002674477,0.05595608,0.00028617706,0.0000026042835,0.00008577518,0.0000060341363,0.0001231004],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993687,0.000009017755,0.00014500231,0.00011979717,0.0001595333,0.00019792859],"domain_scores_gemma":[0.99945927,0.000010174663,0.000048664,0.00006956228,0.00003988308,0.00037245383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010894783,0.00007102338,0.0001864436,0.00003436331,0.000078108445,0.000008787516,0.000024409926,0.00028116984,0.000024823585],"category_scores_gemma":[0.00003353161,0.00005619973,0.000025184527,0.00014592719,0.000015565503,0.00004037466,0.00001266309,0.00074012997,0.000010655308],"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":[0.000427104,0.00010960818,0.24686903,0.0017507988,0.000059813035,0.00008116774,0.005108752,0.000001923005,0.0006412402,0.017538536,0.56085086,0.16656116],"study_design_scores_gemma":[0.00075741974,0.0005012099,0.58179146,0.00004050129,0.000011185854,0.00001688144,0.0002993108,0.000039779443,0.000120117176,0.00016445026,0.41616717,0.00009052029],"about_ca_topic_score_codex":0.00023381328,"about_ca_topic_score_gemma":0.00030255617,"teacher_disagreement_score":0.33492243,"about_ca_system_score_codex":0.000045904486,"about_ca_system_score_gemma":0.00012590073,"threshold_uncertainty_score":0.32155374},"labels":[],"label_agreement":null},{"id":"W3101802640","doi":"","title":"Global Philanthropy Tracker 2020","year":2020,"lang":"en","type":"article","venue":"IUScholarWorks (Indiana University)","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre; Indiana University-Purdue University Indianapolis; John Templeton Foundation; Bill and Melinda Gates Foundation; Carnegie Corporation of New York","keywords":"Computer science; Political science; Artificial intelligence","score_opus":0.015613468420218888,"score_gpt":0.24507581302570472,"score_spread":0.22946234460548584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101802640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.856496,0.0010650683,0.001138914,0.0368328,0.0005811466,0.00058344187,0.00014423749,0.00043714335,0.10272126],"genre_scores_gemma":[0.9889476,0.00025235472,0.00039531421,0.009248339,0.000364671,2.9661817e-7,0.000046861067,0.000014819496,0.0007297657],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847764,0.00006679369,0.00018005497,0.000411675,0.0002975648,0.0005662877],"domain_scores_gemma":[0.9982688,0.00003286908,0.00006649384,0.00023815014,0.00009658603,0.0012971425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010603489,0.00019089278,0.00034767442,0.000084490086,0.00019961319,0.000030494937,0.00018632038,0.0002296513,0.0006258969],"category_scores_gemma":[0.00011773171,0.00020574598,0.00018215303,0.0014168401,0.00009404385,0.00028556434,0.00006774924,0.00044328457,0.00051846216],"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":[0.004036374,0.00051254896,0.6939069,0.00046323935,0.00039514378,0.02738623,0.0006670223,0.00007434984,0.00037075052,0.008066342,0.2349628,0.029158283],"study_design_scores_gemma":[0.003393253,0.00039446133,0.14501804,0.00013263221,0.00021090383,0.00017165254,0.00076823105,0.00021600227,0.00009345213,0.000075430326,0.8490899,0.00043602966],"about_ca_topic_score_codex":0.000070333735,"about_ca_topic_score_gemma":0.000030626794,"teacher_disagreement_score":0.6141271,"about_ca_system_score_codex":0.00022293738,"about_ca_system_score_gemma":0.00032541013,"threshold_uncertainty_score":0.83900774},"labels":[],"label_agreement":null},{"id":"W3102106839","doi":"10.5334/aogh.2926","title":"Using a Health Equity Lens to Evaluate Short-Term Experiences in Global Health (STEGH)","year":2020,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; University of British Columbia","funders":"","keywords":"Health equity; Equity (law); Public relations; Health care; Population health; Popularity; Population; Global health; Social determinants of health; Health policy; Business; Political science; Public economics; Psychology; Medicine; Economic growth; Economics; Environmental health; Social psychology","score_opus":0.2963920919824513,"score_gpt":0.5361534058859422,"score_spread":0.23976131390349087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102106839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7873758,0.01104729,0.0004997528,0.19536267,0.00050167827,0.0019834053,0.00039914437,0.0001234326,0.002706799],"genre_scores_gemma":[0.82457596,0.0016240081,0.0011908973,0.17229433,0.00023110502,0.000024458575,0.000037497302,0.000017724013,0.0000040161517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99234796,0.0006332126,0.0021655094,0.0009246862,0.0013285088,0.0026001153],"domain_scores_gemma":[0.99449366,0.00004446702,0.00054436404,0.0005160873,0.00031062737,0.004090784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033095838,0.00044709948,0.0019279895,0.00009764891,0.00026858936,0.000028307382,0.00033431264,0.00015274086,0.000055166765],"category_scores_gemma":[0.0003482461,0.00042919652,0.00026470385,0.002015665,0.00013569313,0.0002110605,0.00027256174,0.00031908214,0.000036728765],"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":[0.0051380517,0.0016904172,0.30219302,0.0071552265,0.0001098845,0.0001988933,0.013898381,0.00033789186,0.000021796157,0.00529206,0.17553863,0.48842576],"study_design_scores_gemma":[0.0044497238,0.020087088,0.92808014,0.0051619806,0.000029041603,0.00039530016,0.01650711,0.004582453,0.00006325248,0.0013683857,0.018073061,0.0012024668],"about_ca_topic_score_codex":0.019103993,"about_ca_topic_score_gemma":0.002223552,"teacher_disagreement_score":0.6258871,"about_ca_system_score_codex":0.0021551799,"about_ca_system_score_gemma":0.013301453,"threshold_uncertainty_score":0.999816},"labels":[],"label_agreement":null},{"id":"W3106932488","doi":"10.1186/s41018-020-00082-4","title":"Closing well: national and international humanitarian workers’ perspectives on the ethics of closing humanitarian health projects","year":2020,"lang":"en","type":"article","venue":"Journal of International Humanitarian Action","topic":"Global Health and Surgery","field":"Medicine","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 Laval; Centres Intégré Universitaires de Santé et de Services Sociaux; McGill University; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Closure (psychology); Humanitarian aid; Public relations; Closing (real estate); Political science; Qualitative research; Sociology; Law; Social science","score_opus":0.16132862132781964,"score_gpt":0.39407476175664197,"score_spread":0.23274614042882233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106932488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6810954,0.001299371,0.0014846942,0.27752805,0.004279303,0.0008528943,0.00007171539,0.00006230752,0.03332627],"genre_scores_gemma":[0.9895689,0.0003707253,0.00081458164,0.006635088,0.0023405133,0.00000393713,0.000032500946,0.000028559016,0.00020521849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968897,0.0002415004,0.0009845465,0.00028285824,0.0013393353,0.00026207624],"domain_scores_gemma":[0.99649334,0.0004821597,0.0011227016,0.000118421245,0.0015450438,0.00023831043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018263158,0.00022196301,0.0003980295,0.00045241608,0.00040741012,0.0001152069,0.00027656392,0.00014687507,0.00041820022],"category_scores_gemma":[0.001790553,0.00017845312,0.0002194549,0.00019601807,0.0001673741,0.00045099843,0.000060378115,0.0013846842,0.000019832143],"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":[0.013362077,0.0034378045,0.04451663,0.0010614699,0.003943582,0.0003364539,0.12994717,0.00055105804,0.0053895847,0.6707852,0.11349232,0.013176676],"study_design_scores_gemma":[0.013829738,0.010490966,0.41189414,0.0069344165,0.00055421505,0.003321379,0.22639905,0.0060099396,0.0014360481,0.020952212,0.296646,0.0015318644],"about_ca_topic_score_codex":0.00014410111,"about_ca_topic_score_gemma":0.00010209345,"teacher_disagreement_score":0.64983296,"about_ca_system_score_codex":0.000802743,"about_ca_system_score_gemma":0.0009266956,"threshold_uncertainty_score":0.7277107},"labels":[],"label_agreement":null},{"id":"W3107897684","doi":"10.7189/jogh.10.020425","title":"The development and implementation of an oxygen treatment solution for health facilities in low and middle-income countries.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Mains electricity; Photovoltaic system; Usability; Oxygen; Electricity; Medicine; Environmental science; Business; Computer science; Electrical engineering; Engineering; Physics","score_opus":0.05056494327308906,"score_gpt":0.30911426190230185,"score_spread":0.25854931862921277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107897684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878444,0.001123553,0.000033425797,0.009427247,0.00003494079,0.0014573112,0.000053715594,0.000008618117,0.000016809521],"genre_scores_gemma":[0.9979423,0.00034654955,0.00023981102,0.0006604159,0.0000210211,0.00071286585,0.00003109853,0.0000031797501,0.000042730786],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99926627,0.00002352255,0.00026420908,0.00010342475,0.00008354054,0.00025906452],"domain_scores_gemma":[0.9996229,0.00005988839,0.000056727156,0.000041827334,0.000025249637,0.00019341367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038188606,0.000056399742,0.00015193394,0.000023494926,0.00008216533,0.0000076329,0.000012184478,0.000018164763,0.0000012107155],"category_scores_gemma":[0.000026939875,0.0000391879,0.000010623757,0.00004089421,0.000027308708,0.00003888536,0.000007441317,0.000017903236,1.5603764e-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":[0.0010455576,0.00004910473,0.18734758,0.0028027997,0.00003687926,0.0000016931733,0.010356604,5.7325065e-7,0.0000014177527,0.0002213997,0.00009866957,0.7980377],"study_design_scores_gemma":[0.0017273616,0.00023459028,0.9756955,0.000027736336,0.0000047985086,0.0000020562074,0.0018864166,0.00010587439,0.00019257404,0.000029762125,0.020056076,0.00003728434],"about_ca_topic_score_codex":0.0003616902,"about_ca_topic_score_gemma":0.001570245,"teacher_disagreement_score":0.79800045,"about_ca_system_score_codex":0.00015971743,"about_ca_system_score_gemma":0.00019967066,"threshold_uncertainty_score":0.15980361},"labels":[],"label_agreement":null},{"id":"W3108082629","doi":"10.7759/cureus.11680","title":"Pre-departure and Post-elective Requirements for Global Health Electives: Survey of Canadian Royal College Emergency Medicine Programs","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; Queen's University; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Debriefing; Medicine; Feeling; Residency training; Medical education; Curriculum; Family medicine; Continuing education; Psychology","score_opus":0.06891509003964218,"score_gpt":0.3743886741398896,"score_spread":0.3054735841002474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108082629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90502954,0.02546284,0.00030575032,0.04394904,0.0016708873,0.008566553,0.0036769044,0.00015236993,0.011186141],"genre_scores_gemma":[0.9956337,0.00043903865,0.00016298913,0.0028199994,0.00020063847,0.00006252242,0.00045036155,0.000018788289,0.00021195308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806416,0.00012445913,0.000518845,0.00036728045,0.00025231577,0.0006729563],"domain_scores_gemma":[0.99751943,0.000051878862,0.00017255454,0.0001524784,0.00065667,0.001446982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057831244,0.00018677092,0.0005703507,0.000067156376,0.00012649564,0.0000023260773,0.000079045036,0.00011992432,0.000077986144],"category_scores_gemma":[0.0012331249,0.00015866029,0.000057021283,0.0008443182,0.00007782037,0.000042776443,0.000017823304,0.00012406598,0.0000015216166],"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":[0.0026547282,0.00022895531,0.77970576,0.0011299517,0.00025634453,0.00001519556,0.0014885644,7.8521975e-7,0.00004909647,0.0013302969,0.20599575,0.007144582],"study_design_scores_gemma":[0.0017345058,0.0063962326,0.96444845,0.00013124337,0.000056769455,0.000011990319,0.00040801655,0.00020820342,0.000012289201,0.00018741006,0.026258882,0.0001460095],"about_ca_topic_score_codex":0.32538712,"about_ca_topic_score_gemma":0.50037056,"teacher_disagreement_score":0.18474269,"about_ca_system_score_codex":0.0003611682,"about_ca_system_score_gemma":0.0019556675,"threshold_uncertainty_score":0.67910516},"labels":[],"label_agreement":null},{"id":"W3108386058","doi":"10.1016/s0140-6736(20)32417-x","title":"Will global health survive its decolonisation?","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":376,"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":"Undoing; Global health; Decolonization; White supremacy; Oppression; Politics; Health equity; Political science; Sociology; Political economy; Economic growth; Law; Health care","score_opus":0.06396217407279148,"score_gpt":0.3717106349198419,"score_spread":0.30774846084705043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108386058","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":[0.34073013,0.0018293431,0.00015212299,0.6440697,0.0003475891,0.00040102538,0.00010179577,0.00013371413,0.01223462],"genre_scores_gemma":[0.8703467,0.00023083364,0.00011230327,0.12815377,0.0010632916,0.000005235042,0.00002012958,0.0000041861535,0.00006352736],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991482,0.00007649903,0.00015241164,0.00011631564,0.00016176364,0.00034480914],"domain_scores_gemma":[0.9993928,0.000054230477,0.000052315998,0.00017235753,0.000041628904,0.00028666505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032132526,0.00006488404,0.00030615472,0.000004724663,0.00008723086,0.000008276685,0.00008797677,0.000029086925,0.000102363345],"category_scores_gemma":[0.00020397561,0.000041937627,0.000037553604,0.00017619159,0.000021494248,0.000039539347,0.000023199982,0.00010957606,0.00027253965],"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":[0.0009760851,0.000059152168,0.20847087,0.00036661036,0.000044129712,0.000036834183,0.0008874149,0.000015841957,0.000013791395,0.01852849,0.75723046,0.013370339],"study_design_scores_gemma":[0.0015308893,0.00030163967,0.5541323,0.00004348046,0.000014398965,0.0000335776,0.00012946643,0.0005014132,0.000014689504,0.0010277209,0.44218996,0.00008050737],"about_ca_topic_score_codex":0.000099205805,"about_ca_topic_score_gemma":0.000058304813,"teacher_disagreement_score":0.5296166,"about_ca_system_score_codex":0.00008965413,"about_ca_system_score_gemma":0.0003170749,"threshold_uncertainty_score":0.35030368},"labels":[],"label_agreement":null},{"id":"W3109140750","doi":"10.34172/hpp.2020.48","title":"Strengthening the COVID-19 pandemic response, global leadership, and international cooperation through global health diplomacy","year":2020,"lang":"en","type":"review","venue":"Health Promotion Perspectives","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Diplomacy; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Global health; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Global Leadership; Public relations; Medicine; Virology; Health care; Law; Politics; Outbreak","score_opus":0.28602476601329213,"score_gpt":0.5139147492641389,"score_spread":0.2278899832508468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109140750","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":[0.000045385743,0.84636295,0.0014968746,0.14760292,0.00051427295,0.0028075785,0.0005583806,0.00028066055,0.00033101125],"genre_scores_gemma":[0.0025395243,0.9809261,0.00042839375,0.014572775,0.0007468265,0.00017780515,0.0004297797,0.000038831255,0.0001399834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932765,0.0027289307,0.0014109707,0.0010599964,0.0006169114,0.00090670184],"domain_scores_gemma":[0.99668384,0.00047479832,0.0009684427,0.0003955882,0.00022526098,0.0012520443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027109021,0.00057919254,0.001843929,0.00009632132,0.0008408971,0.000103655024,0.00023739836,0.0003248687,0.00011236231],"category_scores_gemma":[0.002620098,0.00041802324,0.00032612684,0.00089456374,0.0003097307,0.00021396102,0.00011725711,0.0009018429,0.000049378115],"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":true,"study_design_scores_codex":[0.0010688959,0.000459423,0.0013386385,0.023563841,0.00033678504,0.000043005828,0.007799552,0.0000020091843,4.8919755e-8,0.015634213,0.01897352,0.93078005],"study_design_scores_gemma":[0.0010117524,0.0010976759,0.0005795669,0.0041791233,0.00011335894,0.0019520762,0.0053416854,0.000034633013,6.363355e-9,0.0005965855,0.9848211,0.00027247562],"about_ca_topic_score_codex":0.00043327836,"about_ca_topic_score_gemma":0.0001496127,"teacher_disagreement_score":0.96584755,"about_ca_system_score_codex":0.008855662,"about_ca_system_score_gemma":0.013432264,"threshold_uncertainty_score":0.99982715},"labels":[],"label_agreement":null},{"id":"W3109495624","doi":"","title":"Un mandat élargi en chirurgie sur la scène internationale.","year":2008,"lang":"fr","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Gynecology; Humanities","score_opus":0.03399689558727109,"score_gpt":0.25553257322833567,"score_spread":0.22153567764106458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109495624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848604,0.09979853,0.000057776637,0.023623563,0.01704746,0.000121806355,0.00018509997,0.000010241703,0.010551474],"genre_scores_gemma":[0.96116877,0.017392226,0.00013052564,0.003336755,0.0039386596,0.0000018508285,0.00003478197,0.00004897561,0.013947441],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963091,0.00039416016,0.0012740142,0.00021414725,0.0005573029,0.0012513015],"domain_scores_gemma":[0.99208105,0.0023661877,0.0004917466,0.00024974043,0.000669403,0.004141848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029173668,0.00029261137,0.0009166698,0.0010317555,0.00024725302,0.00004231736,0.00022004888,0.00034443542,0.003752201],"category_scores_gemma":[0.0028789311,0.0002945319,0.00058958394,0.0004673261,0.00037620604,0.00043141394,0.00001698948,0.0009528873,0.00022182493],"study_design_candidate":"not_applicable","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":[0.0001263833,0.00009212446,0.49198318,0.00021363192,0.00022504633,0.044304658,0.00027206689,0.000018901399,0.000007392742,0.00068360905,0.41589466,0.04617835],"study_design_scores_gemma":[0.00052971067,0.000039804625,0.3337002,0.0012834093,0.000066024244,0.018194068,0.00006616914,0.000023706792,0.000041670504,0.00010558771,0.64577603,0.00017359307],"about_ca_topic_score_codex":0.012127829,"about_ca_topic_score_gemma":0.0042351736,"teacher_disagreement_score":0.22988136,"about_ca_system_score_codex":0.0009659819,"about_ca_system_score_gemma":0.017861867,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W3110054185","doi":"10.36584/cjic.2020.013","title":"Partnership through Pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Global Health and Surgery","field":"Medicine","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":"Kingston Health Sciences Centre","funders":"","keywords":"Pandemic; General partnership; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Political science; Virology; Medicine; Law; Infectious disease (medical specialty); Outbreak","score_opus":0.04739307735864319,"score_gpt":0.29878817853209044,"score_spread":0.25139510117344727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110054185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486177,0.0017158123,0.0046699485,0.031809967,0.0011092793,0.00023817414,0.000006585571,0.000027435983,0.01180511],"genre_scores_gemma":[0.97123873,0.000046700716,0.000026391202,0.02780693,0.0008275034,0.0000010980839,0.0000010960771,0.0000068069303,0.000044732253],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992107,0.000049349528,0.00030725484,0.000062458304,0.000105046194,0.00026518133],"domain_scores_gemma":[0.99807477,0.00005583486,0.00013114978,0.000051123487,0.00022099518,0.0014661542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023964132,0.00006786063,0.00025239468,0.00007491287,0.00006618305,0.000013866547,0.000024975185,0.00007116171,0.0003093219],"category_scores_gemma":[0.00068535376,0.000057290516,0.00013905777,0.00015587747,0.000031279953,0.00009644626,8.1523575e-7,0.00027449924,0.000051665113],"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":[0.00014127261,0.0000071534396,0.95012635,0.00004072879,0.000056326193,0.00028599807,0.00020768483,0.000038667193,0.00011327162,0.0002659307,0.04558213,0.0031345112],"study_design_scores_gemma":[0.0037475547,0.0007381319,0.2593831,0.00009442914,0.000117323725,0.0012606707,0.000057814377,0.00015199708,0.000063556894,0.00021127202,0.73407286,0.00010127552],"about_ca_topic_score_codex":0.0027891665,"about_ca_topic_score_gemma":0.0029245433,"teacher_disagreement_score":0.6907432,"about_ca_system_score_codex":0.00014190421,"about_ca_system_score_gemma":0.0019954178,"threshold_uncertainty_score":0.4216404},"labels":[],"label_agreement":null},{"id":"W3110070807","doi":"10.1097/gh9.0000000000000042","title":"Virtual learning in global surgery: current strategies and adaptation for the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"International Journal of Surgery Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Toronto; University of British Columbia","funders":"","keywords":"Modalities; Pandemic; Apprenticeship; Virtual training; Medical education; Modality (human–computer interaction); Coronavirus disease 2019 (COVID-19); Global health; MEDLINE; Medicine; Virtual learning environment; Inclusion (mineral); Virtual reality; Psychology; Computer science; Nursing; Multimedia; Political science; Artificial intelligence; Public health","score_opus":0.15125237051452528,"score_gpt":0.4259571764017882,"score_spread":0.2747048058872629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110070807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81907374,0.020207496,0.02885621,0.12687077,0.0041517224,0.00053287554,0.00018472287,0.00006399799,0.00005849912],"genre_scores_gemma":[0.97809273,0.0070845536,0.0001351321,0.013919175,0.0007153828,0.000007479201,0.00003508964,0.000007960312,0.0000024871492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970903,0.00022709888,0.00129616,0.00021291517,0.000742697,0.0004308483],"domain_scores_gemma":[0.99571294,0.0020900795,0.0008056925,0.000063578336,0.00043727504,0.0008904503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028882017,0.00017270984,0.0006146336,0.000119828255,0.00011797771,0.000083289764,0.00013304602,0.00007354197,0.000016725444],"category_scores_gemma":[0.0032464603,0.00013065821,0.00026189067,0.00035454327,0.000085958294,0.00031454282,0.000036110567,0.00035516967,0.0000028686468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027372036,0.00008392815,0.6998871,0.00017808472,0.00007534769,0.00008667951,0.00024866735,0.0016210696,8.400529e-7,0.0017637073,0.012430652,0.2808867],"study_design_scores_gemma":[0.003786559,0.0008340492,0.6864326,0.00096726854,0.00008059016,0.003921797,0.009399853,0.015493283,8.116506e-7,0.0034167015,0.27527165,0.00039483054],"about_ca_topic_score_codex":0.0004851578,"about_ca_topic_score_gemma":0.00019716479,"teacher_disagreement_score":0.2804919,"about_ca_system_score_codex":0.0012219532,"about_ca_system_score_gemma":0.008010068,"threshold_uncertainty_score":0.9976136},"labels":[],"label_agreement":null},{"id":"W3110154638","doi":"10.1503/cjs.008219","title":"North–South surgical training partnerships: a systematic review","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":24,"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; Workforce; Checklist; Variety (cybernetics); Medical education; Inclusion (mineral); Quality (philosophy); Low and middle income countries; MEDLINE; Developing country","score_opus":0.305338016700677,"score_gpt":0.36237933625974506,"score_spread":0.05704131955906805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110154638","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":[0.000008776663,0.99629986,0.0000012146519,0.0009519054,0.0010854532,0.0010213472,0.0000895173,0.000015361493,0.00052656146],"genre_scores_gemma":[0.0001679682,0.9961658,0.0000143095685,0.0023110022,0.0009966384,0.000031567728,0.000083324856,0.000078796475,0.00015058242],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934733,0.0007653158,0.003800858,0.00030689855,0.0005980708,0.0010555951],"domain_scores_gemma":[0.9893888,0.0015717387,0.0022109132,0.0004150961,0.00036264615,0.0060507664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032256762,0.0005637821,0.0109434975,0.00088282634,0.00010764876,0.000046799665,0.0002559065,0.00034019462,0.00024181728],"category_scores_gemma":[0.0051908353,0.00040265673,0.0033014382,0.0011867303,0.0000953143,0.00008569237,0.000010629496,0.0014019759,0.00014169834],"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":[0.000008023309,0.0000064505175,0.00015701451,0.8838335,0.00034417334,0.032447677,0.000079845944,1.2814685e-8,1.277067e-10,0.000013946287,0.019117376,0.06399197],"study_design_scores_gemma":[0.00005447361,0.000020260595,0.0000035176074,0.46773085,0.0026605353,0.012026709,0.000035824934,1.2720236e-7,1.0004576e-9,8.013193e-7,0.51730806,0.00015887104],"about_ca_topic_score_codex":0.00008243355,"about_ca_topic_score_gemma":0.00047442285,"teacher_disagreement_score":0.49819067,"about_ca_system_score_codex":0.0006060916,"about_ca_system_score_gemma":0.033310257,"threshold_uncertainty_score":0.9998425},"labels":[],"label_agreement":null},{"id":"W3110856670","doi":"10.32799/ijih.v15i1.34976","title":"Addressing Strengths and Disparities in Indigenous Health","year":2020,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Global Health and Surgery","field":"Medicine","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":"Indigenous; Biomedicine; Scholarship; Autonomy; Health care; Colonialism; Spirituality; Health equity; Political science; Mohawk; Sociology; Environmental ethics; Medicine; Alternative medicine; Ecology; Law; Library science","score_opus":0.04091265257847892,"score_gpt":0.3839820931095813,"score_spread":0.3430694405311024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110856670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92602783,0.014288186,0.00024391418,0.058225572,0.0006493166,0.0003434997,0.000052348732,0.000019409366,0.00014990929],"genre_scores_gemma":[0.9573166,0.007600116,0.0010598231,0.033376765,0.0005901996,0.0000018541016,0.000021582899,0.000018104007,0.00001497808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972472,0.00013265765,0.0011586844,0.00017301066,0.0007023705,0.0005860509],"domain_scores_gemma":[0.9977496,0.00017406314,0.0007203281,0.00007660763,0.00028402667,0.0009953533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097233045,0.00015172911,0.00062095176,0.00033625963,0.00015011287,0.00004725977,0.0001718377,0.00007291251,0.0000226719],"category_scores_gemma":[0.0003208159,0.00013493499,0.0000876462,0.00017838713,0.000053037187,0.00015846551,0.000036316338,0.00059304415,0.000005220935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016641429,0.0006509904,0.52550817,0.0010031232,0.00018135927,0.0015244791,0.05040531,0.00007476103,0.00002774091,0.00029482704,0.0033716385,0.41529348],"study_design_scores_gemma":[0.008894486,0.007145959,0.9163687,0.004170636,0.00002892549,0.0069952905,0.0055519897,0.00025789524,0.00010370118,0.000741084,0.049227156,0.00051414553],"about_ca_topic_score_codex":0.0031309207,"about_ca_topic_score_gemma":0.0005124768,"teacher_disagreement_score":0.41477934,"about_ca_system_score_codex":0.0006826539,"about_ca_system_score_gemma":0.004616273,"threshold_uncertainty_score":0.81890696},"labels":[],"label_agreement":null},{"id":"W3113430750","doi":"10.25011/cim.v43i4.35003","title":"INTERNATIONAL TRAINING CONSIDERATIONS OF CANADIAN CLINICIAN-SCIENTIST TRAINEES—A NATIONAL SURVEY","year":2020,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; McMaster University; Western University; Queen's University; University of Ottawa","funders":"","keywords":"Mentorship; Prestige; Training (meteorology); Medical education; Medicine; Psychology; Family medicine","score_opus":0.5378833433075004,"score_gpt":0.43822455157200646,"score_spread":0.09965879173549397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113430750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5140058,0.00025969977,0.00007436715,0.43858442,0.0017038377,0.00039668687,0.00036656947,0.000034999055,0.04457363],"genre_scores_gemma":[0.9457023,0.00013570568,0.000931703,0.05205686,0.00080883806,0.0000040673003,0.00023667458,0.0000074346817,0.00011642372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979023,0.00018796803,0.00099785,0.00030789062,0.00037257222,0.00023144485],"domain_scores_gemma":[0.99659383,0.0009180669,0.0001723012,0.00007605371,0.0006474203,0.0015923067],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0020812855,0.00012027114,0.0005537552,0.00022168475,0.00009095957,0.0000063545044,0.000060154805,0.000106343105,0.00053428306],"category_scores_gemma":[0.03025578,0.000094055315,0.000068217516,0.00049953815,0.004540243,0.00007565242,0.00002029349,0.00032578487,0.000012288181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001586501,0.00009443661,0.7188555,0.00009980944,0.00016474561,0.00007199636,0.0032132638,0.0000029989665,0.00032421915,0.050780594,0.22219479,0.0040389723],"study_design_scores_gemma":[0.0023200014,0.00069180666,0.9274422,0.0001987576,0.000038767575,0.00002907226,0.000679201,0.0009597978,0.000026751355,0.010061053,0.05744096,0.000111608555],"about_ca_topic_score_codex":0.0064473874,"about_ca_topic_score_gemma":0.008988318,"teacher_disagreement_score":0.4316965,"about_ca_system_score_codex":0.000022099033,"about_ca_system_score_gemma":0.0013719709,"threshold_uncertainty_score":0.9981688},"labels":[],"label_agreement":null},{"id":"W3114220560","doi":"10.1016/j.jpurol.2020.12.023","title":"Surveying unmet pediatric urological needs in low- and middle-income countries","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Medicine; Pediatric urology; Pediatric surgery; Pediatric Surgeon; Family medicine; General surgery; Surgery","score_opus":0.02727758724759227,"score_gpt":0.27507023158853877,"score_spread":0.2477926443409465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114220560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97658473,0.011520269,0.00007456695,0.011040038,0.00050813303,0.00012359011,0.0000062662466,0.000016974778,0.00012540682],"genre_scores_gemma":[0.9827297,0.007066015,0.00015786766,0.0071078553,0.0029142706,0.0000014313482,0.0000017572287,0.000013376915,0.000007743769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977018,0.00026524844,0.00097463484,0.0001807052,0.00033567203,0.0005419099],"domain_scores_gemma":[0.99783003,0.0008101801,0.0004262675,0.00009219438,0.00017782471,0.00066349143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013984187,0.00017330785,0.0007190424,0.0006245186,0.00004709676,0.000013178281,0.00011770104,0.0002741907,0.000081453465],"category_scores_gemma":[0.0015063755,0.00013747656,0.00011515841,0.000917578,0.000062568004,0.00010396786,0.00006284099,0.00080186373,0.000023646631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013517067,0.00008752532,0.9960132,0.00028838642,0.000021259159,0.0011573283,0.0001930317,0.000018407387,0.0000020862053,0.000064418346,0.0007415494,0.00006108787],"study_design_scores_gemma":[0.003395856,0.0023469168,0.9905041,0.000006547213,0.00034989484,0.0010146128,0.00006404364,0.00017225312,0.000001517877,0.00013355451,0.0018635562,0.00014715045],"about_ca_topic_score_codex":0.000012173548,"about_ca_topic_score_gemma":0.0000027751162,"teacher_disagreement_score":0.006144928,"about_ca_system_score_codex":0.0000428367,"about_ca_system_score_gemma":0.00042578182,"threshold_uncertainty_score":0.56061316},"labels":[],"label_agreement":null},{"id":"W3116299965","doi":"10.1097/ccm.0000000000004769","title":"Pediatric Emergency and Critical Care Resources and Infrastructure in Resource-Limited Settings: A Multicountry Survey*","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; BC Children's Hospital; University of Toronto; Sunnybrook Health Science Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Psychological intervention; Intensivist; Intensive care; Descriptive statistics; Developing country; Family medicine; Emergency medicine; Medical emergency; Intensive care medicine; Nursing; Economic growth","score_opus":0.020308248118185858,"score_gpt":0.3254357226554967,"score_spread":0.3051274745373108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116299965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91834104,0.050213143,0.000026734171,0.029571554,0.00029424037,0.00035439365,0.00011945084,0.00008915944,0.0009902559],"genre_scores_gemma":[0.98747087,0.0004652177,0.00020458047,0.010523919,0.001141925,0.000013018382,0.00013935677,0.00003530734,0.000005839862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700046,0.00029305014,0.0007001289,0.0006702379,0.0005760325,0.00076010014],"domain_scores_gemma":[0.9962807,0.0014196046,0.000037424634,0.00023327964,0.00050816574,0.0015207668],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044973733,0.00031867984,0.0007794808,0.00020457226,0.00014792621,0.000017079292,0.00008952287,0.0003077035,0.00022039097],"category_scores_gemma":[0.023675995,0.00025821506,0.00004795372,0.0006698044,0.0005506835,0.000068616115,0.00011847777,0.0008018752,0.000005013161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052560604,0.000027521937,0.9657114,0.008041473,0.0000058971013,0.0005712665,0.010620223,4.6797368e-7,0.00004086629,0.00016773742,0.0110408375,0.003246709],"study_design_scores_gemma":[0.0021992985,0.001039188,0.940609,0.00031290686,0.00023297085,0.00012290016,0.04124397,0.00021732521,0.0000060759066,0.00008532445,0.013635026,0.00029604207],"about_ca_topic_score_codex":0.00017442317,"about_ca_topic_score_gemma":0.000049086895,"teacher_disagreement_score":0.06912977,"about_ca_system_score_codex":0.00006922793,"about_ca_system_score_gemma":0.00011386097,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W3118102466","doi":"10.1136/bmjopen-2020-042968","title":"Interpreting the Lancet surgical indicators in Somaliland: a cross-sectional study","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Medicine; Preparedness; Workforce; Psychological intervention; Cross-sectional study; Health care; Population; Medical emergency; Family medicine; Environmental health; Nursing","score_opus":0.12050335492704548,"score_gpt":0.4735297855287647,"score_spread":0.35302643060171923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118102466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97014266,0.000023384642,0.0000014444872,0.007028787,0.00012674149,0.0033029693,0.000007298313,0.000020891868,0.019345814],"genre_scores_gemma":[0.9931604,0.0000017220901,0.000021482976,0.006014107,0.0003829028,0.0002685438,0.0000089309515,0.0000068751533,0.00013500308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878186,0.00015362972,0.00035021233,0.00020073663,0.0002563282,0.0002572212],"domain_scores_gemma":[0.9994007,0.00016145722,0.00006682638,0.00017315797,0.00001933265,0.00017852339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017786172,0.00007224807,0.00029012025,0.00004662278,0.000071207294,0.000076958575,0.00023686473,0.000045607623,0.0002475357],"category_scores_gemma":[0.00046040694,0.000045312154,0.00004129173,0.0003563847,0.000032226253,0.00005583115,0.00027254643,0.00026939795,0.000083615814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017643403,0.000097842414,0.99305063,0.00003379347,0.000012645155,0.00033418456,0.00074790796,0.000002570982,0.0000010167331,0.00009426696,0.0034645286,0.00039626562],"study_design_scores_gemma":[0.002292665,0.00019459293,0.97881466,0.000046645935,0.0000036608722,0.00006139428,0.00046560526,0.00013548521,0.0000027035753,0.000016419477,0.017911542,0.000054625212],"about_ca_topic_score_codex":0.00030298717,"about_ca_topic_score_gemma":0.00006017216,"teacher_disagreement_score":0.023017764,"about_ca_system_score_codex":0.000037028887,"about_ca_system_score_gemma":0.00021849692,"threshold_uncertainty_score":0.27103424},"labels":[],"label_agreement":null},{"id":"W3120787830","doi":"10.1016/s0140-6736(20)32627-1","title":"Global tuberculosis awards must do better with equity, diversity, and inclusion","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; McGill University","funders":"","keywords":"Tuberculosis; General partnership; Global health; Diversity (politics); Inclusion (mineral); Lung disease; Medicine; Political science; Equity (law); Family medicine; Library science; Sociology; Law; Health care; Pathology; Social science; Internal medicine","score_opus":0.03430876680507919,"score_gpt":0.3172081835646748,"score_spread":0.2828994167595956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120787830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395113,0.0008039439,0.000020007099,0.039222226,0.000105893865,0.00008620587,0.000033968598,0.000031933785,0.0201845],"genre_scores_gemma":[0.9764374,0.0002604334,0.0001663985,0.02262383,0.00040785735,0.0000014694241,0.000012541262,0.0000037657455,0.00008634011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910456,0.00004586141,0.00007820417,0.00014941901,0.00032759813,0.00029438167],"domain_scores_gemma":[0.9994598,0.0000355845,0.000021884047,0.00027967786,0.00006393913,0.00013910362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032164,0.00007791129,0.0002607211,0.000010382059,0.0008720588,0.000014490593,0.000097694356,0.00004685289,0.000072870745],"category_scores_gemma":[0.000036149257,0.00004540314,0.000028964341,0.00016976081,0.000063972424,0.000033587068,0.007488284,0.000105252504,0.000009726405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003142054,0.000041671356,0.95474815,0.00014403828,0.0000370811,0.00024969305,0.00054111896,8.700653e-7,0.000023227854,0.00044885272,0.02939066,0.014060448],"study_design_scores_gemma":[0.0017267405,0.00010318112,0.96655136,0.00016135565,0.00010720344,0.00035553615,0.00013205942,0.000031094005,0.000051409315,0.00325833,0.027424391,0.00009731197],"about_ca_topic_score_codex":0.00023871528,"about_ca_topic_score_gemma":0.00012100561,"teacher_disagreement_score":0.036926042,"about_ca_system_score_codex":0.00006595599,"about_ca_system_score_gemma":0.000069240275,"threshold_uncertainty_score":0.933361},"labels":[],"label_agreement":null},{"id":"W3121019528","doi":"10.1007/s00383-020-04813-x","title":"Inclusion of Children’s Surgery in National Surgical Plans and Child Health Programmes: the need and roadmap from Global Initiative for Children’s Surgery","year":2021,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"World Health Organization","keywords":"Medicine; Pediatric surgery; Inclusion (mineral); Low and middle income countries; Developing country; Surgical procedures; Health care; Global health; Surgical planning; Surgery; Nursing; Public health; Economic growth","score_opus":0.04342321849076357,"score_gpt":0.35505853395728026,"score_spread":0.3116353154665167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121019528","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":[0.035082407,0.9507406,0.000013087749,0.0028064027,0.0016061524,0.0018096762,0.007790569,0.000053561893,0.00009758747],"genre_scores_gemma":[0.02593104,0.9536667,0.00006130822,0.0009228637,0.002850661,0.00036521856,0.016132457,0.00005947367,0.0000102715785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99311334,0.0007400305,0.0028360249,0.0010266715,0.0014251474,0.000858781],"domain_scores_gemma":[0.9817996,0.015270143,0.001614046,0.00030949057,0.00049966364,0.00050703046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041658245,0.00072535843,0.003914574,0.0011000707,0.00033465985,0.000074358366,0.00022419289,0.0005501128,0.00007795824],"category_scores_gemma":[0.0028652765,0.00056159525,0.0012826733,0.0011459882,0.00019742147,0.00017874588,0.00051116134,0.00070876954,0.000003392593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023320832,0.00040556205,0.66122395,0.002770459,0.0004939892,0.0000618274,0.000095694486,5.994605e-7,2.0468307e-9,0.00014832895,0.02395788,0.3106085],"study_design_scores_gemma":[0.002375978,0.00011804681,0.60284704,0.019524362,0.0012038071,0.0037020925,0.00014320412,0.00005587344,5.067457e-7,0.0004584463,0.36796877,0.0016018488],"about_ca_topic_score_codex":0.0011324461,"about_ca_topic_score_gemma":0.00015303215,"teacher_disagreement_score":0.3440109,"about_ca_system_score_codex":0.0006592618,"about_ca_system_score_gemma":0.0055999965,"threshold_uncertainty_score":0.99968356},"labels":[],"label_agreement":null},{"id":"W3121081092","doi":"10.1007/s40475-020-00223-0","title":"What Will Happen to Biomedical Research in Low-and-Middle Income Countries in the PostCOVID-19 World?","year":2021,"lang":"en","type":"review","venue":"Current Tropical Medicine Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Brock University","funders":"","keywords":"Low and middle income countries; Psychology; Data science; Geography; Developing country; Economic growth; Computer science; Economics","score_opus":0.17911184877452013,"score_gpt":0.4971301080469952,"score_spread":0.31801825927247507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121081092","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":[0.0014050755,0.9617142,0.000007578154,0.029761473,0.0039312337,0.0029534788,0.000007639109,0.000034451106,0.00018483742],"genre_scores_gemma":[0.0014896289,0.9936427,0.000023355638,0.0022009746,0.001675668,0.00048145195,0.0002702447,0.000046482884,0.00016947709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99023175,0.0013698514,0.0029930072,0.0012584139,0.00266726,0.0014797003],"domain_scores_gemma":[0.99337745,0.003225624,0.00035506507,0.0011849585,0.00027561878,0.0015812974],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0052321446,0.0005990079,0.0038695217,0.0020078917,0.00013033059,0.000085751424,0.00031995663,0.00044186148,0.0002046505],"category_scores_gemma":[0.006778904,0.00034016103,0.00028751165,0.004048693,0.0008132964,0.00016021046,0.00037338224,0.0030541297,0.000037096732],"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":[0.00014491593,0.0007735338,0.02332241,0.1374703,0.0000681891,0.03980114,0.000890042,9.727063e-8,4.417171e-8,0.0013239852,0.01945207,0.77675325],"study_design_scores_gemma":[0.00046483567,0.00025390784,0.0029418296,0.2478308,0.00012425121,0.0023376802,0.00023912844,0.0000012960631,2.4587408e-8,0.00014013627,0.74546635,0.00019977115],"about_ca_topic_score_codex":0.00026940758,"about_ca_topic_score_gemma":0.0002749684,"teacher_disagreement_score":0.7765535,"about_ca_system_score_codex":0.00092531083,"about_ca_system_score_gemma":0.003202958,"threshold_uncertainty_score":0.99990505},"labels":[],"label_agreement":null},{"id":"W3123654278","doi":"10.48083/uyeq3443","title":"West Africa Sub-Regional Training and Skills Transfer: My Experience at the Urology Unit of the Korle-Bu Teaching Hospital, Accra, Ghana","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Accreditation; Teaching hospital; Unit (ring theory); Medicine; Medical education; Nursing; Family medicine; Psychology; Mathematics education","score_opus":0.05063787405279833,"score_gpt":0.33051344358154944,"score_spread":0.2798755695287511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123654278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95421284,0.0026263075,0.00019179932,0.038155843,0.0010115086,0.00014807552,0.000021990525,0.000016853775,0.0036147991],"genre_scores_gemma":[0.9925283,0.0008447326,0.000079247446,0.0051449165,0.00034210127,0.000014658146,0.0000137581055,0.000012225665,0.0010200462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978809,0.00033191012,0.0005202481,0.00024893146,0.0005755579,0.00044250558],"domain_scores_gemma":[0.9980429,0.0010392705,0.00019429854,0.00021608546,0.00032216462,0.00018530933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008308981,0.00017291271,0.00032749728,0.0000689229,0.00052866864,0.000038045015,0.0003062501,0.00014472281,0.00049553317],"category_scores_gemma":[0.001140806,0.00010586668,0.00027085608,0.00013626937,0.00046242235,0.00012853621,0.00013337964,0.00095564104,0.000004444839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013390363,0.0022016757,0.7533212,0.0001588692,0.0013136195,0.001175449,0.07409911,0.00037828885,0.009714305,0.014147197,0.041109804,0.10104146],"study_design_scores_gemma":[0.0050556683,0.0013196815,0.679634,0.00027658834,0.00033554,0.009633127,0.039759368,0.00068492745,0.0028284243,0.0045964946,0.25530323,0.0005729793],"about_ca_topic_score_codex":0.0000156647,"about_ca_topic_score_gemma":0.000030176978,"teacher_disagreement_score":0.21419342,"about_ca_system_score_codex":0.00010936088,"about_ca_system_score_gemma":0.00051409256,"threshold_uncertainty_score":0.54257405},"labels":[],"label_agreement":null},{"id":"W3123757612","doi":"","title":"Globalization and the Diffusion of Ideas: Why We Should Acknowledge the Roots of Mainstream Ideas in Global Health","year":2014,"lang":"en","type":"article","venue":"Research Information System of Ardabil University of Medical Sciences (Ardabil University of Medical Sciences)","topic":"Global Health and Surgery","field":"Medicine","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; McGill University; Université de Montréal","funders":"","keywords":"Mainstream; Globalization; Diffusion; Political science; Global health; Neoclassical economics; Sociology; Economics; Social science; Health care; Law; Physics","score_opus":0.05017045509765383,"score_gpt":0.3496864920909013,"score_spread":0.29951603699324747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123757612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90588844,0.00050032185,0.006616253,0.07369121,0.0002238876,0.000990678,0.000046222245,0.000020736888,0.012022225],"genre_scores_gemma":[0.9984578,0.0011427336,0.0001980322,0.00016022816,0.000019988527,1.6396527e-7,0.0000043382593,0.0000014123061,0.000015288111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9884982,0.0014639144,0.00086095155,0.00027902593,0.00832958,0.0005683414],"domain_scores_gemma":[0.99592674,0.0014308395,0.0008090802,0.00033260614,0.0006902611,0.0008104616],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.035486862,0.00013603167,0.00078067515,0.00041817033,0.0005758947,0.000013746058,0.0017590924,0.0002833186,0.00017656159],"category_scores_gemma":[0.0037910147,0.00008683193,0.00016760846,0.0029954633,0.012850104,0.0004870382,0.00070844265,0.0003745886,0.0000055080304],"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":[0.0039997394,0.00088214065,0.25993106,0.01000209,0.00010939566,0.000024928942,0.012819764,0.00039133322,0.000015576112,0.5571445,0.014322517,0.14035691],"study_design_scores_gemma":[0.039092537,0.006759389,0.2713352,0.0205896,0.00015939685,0.00021784217,0.35494334,0.24773471,0.000063937936,0.0070681134,0.051418565,0.00061736786],"about_ca_topic_score_codex":0.016168945,"about_ca_topic_score_gemma":0.0021744098,"teacher_disagreement_score":0.5500764,"about_ca_system_score_codex":0.00035073212,"about_ca_system_score_gemma":0.0044047507,"threshold_uncertainty_score":0.99316925},"labels":[],"label_agreement":null},{"id":"W3125205870","doi":"10.1136/bmjgh-2020-003758","title":"How global is global health research? A large-scale analysis of trends in authorship","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":118,"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":"McGill University","keywords":"Scopus; Global health; Scale (ratio); Low and middle income countries; Inclusion (mineral); Bibliometrics; Developing country; Political science; MEDLINE; Library science; Public health; Medicine; Social science; Geography; Economic growth; Sociology; Computer science; Pathology","score_opus":0.11634376450404622,"score_gpt":0.5072383233118104,"score_spread":0.3908945588077642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125205870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6241082,0.021167237,0.0010382866,0.31749085,0.0012868958,0.0017753565,0.010586976,0.00023880096,0.022307437],"genre_scores_gemma":[0.97556657,0.0006414615,0.002181594,0.019504378,0.00025189173,0.000039111175,0.0010042544,0.000018841502,0.00079190085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892883,0.0019159011,0.0017805011,0.0012464413,0.0023098495,0.0034590259],"domain_scores_gemma":[0.9941001,0.00012304472,0.00053867477,0.0013133561,0.0008305244,0.0030942978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007245019,0.00044493924,0.0024244997,0.0005511134,0.0003208781,0.00007277185,0.00031785277,0.00043514094,0.00029720485],"category_scores_gemma":[0.00064100814,0.00043975082,0.0007387835,0.020432984,0.0002081416,0.00014892337,0.0002513617,0.00066612207,0.000035091572],"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":[0.0010436842,0.001543728,0.6925745,0.00081660744,0.0003921501,0.0004352909,0.00048564406,0.000019560837,7.617305e-7,0.014044972,0.18031633,0.108326755],"study_design_scores_gemma":[0.0025382524,0.00084232294,0.950805,0.00042969885,0.00014993755,0.00022463774,0.0020462836,0.0017027521,0.0000037630552,0.0025930011,0.038382966,0.00028136477],"about_ca_topic_score_codex":0.012573931,"about_ca_topic_score_gemma":0.06234288,"teacher_disagreement_score":0.3514584,"about_ca_system_score_codex":0.007179292,"about_ca_system_score_gemma":0.010912094,"threshold_uncertainty_score":0.99980545},"labels":[],"label_agreement":null},{"id":"W3125242711","doi":"","title":"Where Did it All Go Wrong","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Business; Law and economics; Economics","score_opus":0.01104965258700914,"score_gpt":0.28824840904707333,"score_spread":0.2771987564600642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125242711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8682654,0.039727475,0.0026318724,0.067053646,0.0009198553,0.00035545733,0.000003209833,0.00011299996,0.0209301],"genre_scores_gemma":[0.9732908,0.018102735,0.000114435075,0.0037923523,0.0006406668,0.000003072908,0.0000057927123,0.000024823696,0.0040253038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594605,0.000034009612,0.00033535602,0.00016831527,0.00033857493,0.0031776826],"domain_scores_gemma":[0.99921507,0.00002357971,0.000097660995,0.00016762757,0.00008537699,0.00041069448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011697456,0.0001478369,0.00026607505,0.00008714446,0.00013697665,0.000020413394,0.000103809594,0.000106708925,0.00011882132],"category_scores_gemma":[0.00007341741,0.000119409204,0.000166331,0.00014389068,0.000031302832,0.000105251995,0.000015916921,0.0019711195,0.00033998722],"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":[0.003761041,0.0020725313,0.0914867,0.0006296932,0.0018693489,0.001909829,0.0014259312,0.00028177092,0.0029978529,0.5989045,0.06877798,0.22588281],"study_design_scores_gemma":[0.011562925,0.0036118126,0.0137001155,0.0008152362,0.00033133055,0.03075876,0.0032710906,0.000034075805,0.00029783047,0.29748914,0.63739574,0.0007319227],"about_ca_topic_score_codex":0.00013907863,"about_ca_topic_score_gemma":0.0013334731,"teacher_disagreement_score":0.56861776,"about_ca_system_score_codex":0.0018388788,"about_ca_system_score_gemma":0.005296874,"threshold_uncertainty_score":0.93964267},"labels":[],"label_agreement":null},{"id":"W3125244156","doi":"10.48083/gozd2340","title":"A Global Pandemic Is Not Our Only Challenge in Urology","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Vaccination; Political science; Virology; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.08023006084469075,"score_gpt":0.40173851540786143,"score_spread":0.3215084545631707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125244156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89290166,0.0024308844,0.00010384131,0.0854421,0.0020895174,0.00011462567,0.000048309226,0.000048851965,0.016820183],"genre_scores_gemma":[0.96246177,0.002492034,0.00018719056,0.032664247,0.0007500079,0.00000765195,0.00003081921,0.0000095766445,0.0013966894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977675,0.00017477183,0.0006219337,0.00031599408,0.0005153338,0.00060445437],"domain_scores_gemma":[0.99872905,0.00016455662,0.00020608107,0.0001802994,0.00041874227,0.00030125008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007139513,0.00017691356,0.0004225422,0.0001297371,0.00008520091,0.000029195382,0.00018765405,0.00028988894,0.00069897814],"category_scores_gemma":[0.0009898402,0.00016295248,0.0002746687,0.00021447921,0.00004067718,0.000108433705,0.000099286364,0.0008109431,0.000077670375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007555682,0.00043300504,0.9469111,0.00003055163,0.00014234298,0.003188826,0.00015819348,0.000029497207,0.0000697032,0.0018045887,0.020830987,0.025645657],"study_design_scores_gemma":[0.004148635,0.00042192527,0.88834524,0.00005629075,0.00005274578,0.012247125,0.0009570886,0.00042864826,0.00002358842,0.010474378,0.0826386,0.00020574605],"about_ca_topic_score_codex":0.000032593427,"about_ca_topic_score_gemma":0.00015044949,"teacher_disagreement_score":0.069560096,"about_ca_system_score_codex":0.0005328704,"about_ca_system_score_gemma":0.0014423719,"threshold_uncertainty_score":0.76533204},"labels":[],"label_agreement":null},{"id":"W3126832102","doi":"10.12688/f1000research.27745.2","title":"Top health research funders’ guidance on selecting journals for funded research","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; University of Ottawa","funders":"Australian Research Council; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Mandate; Political science; Publication; Information Dissemination; Public health; Dissemination; Library science; Public relations; Medicine; Pathology; Law","score_opus":0.7310737700456116,"score_gpt":0.6410586933351118,"score_spread":0.0900150767104998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126832102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54902005,0.076652415,0.0019403748,0.2806374,0.0043449756,0.024296425,0.00048256837,0.0006116325,0.06201412],"genre_scores_gemma":[0.944808,0.010389815,0.0054240697,0.004354111,0.005098136,0.0023791965,0.000628905,0.00037176147,0.026546009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9734982,0.006697277,0.0017692684,0.0023157445,0.008929206,0.0067902952],"domain_scores_gemma":[0.9715101,0.010704605,0.0002887642,0.002518681,0.011716436,0.003261387],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08870995,0.00055783737,0.0017557755,0.0034795587,0.0026324978,0.00090642524,0.0012479993,0.0011352943,0.0008631428],"category_scores_gemma":[0.027518474,0.0005362292,0.00061687105,0.003763122,0.00061935553,0.00012531123,0.002205748,0.015177448,0.00028767437],"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":true,"study_design_scores_codex":[0.004911909,0.0016045343,0.013440809,0.015308689,0.0003625973,0.00085674145,0.0021711595,0.00010291329,0.0011412363,0.0026607162,0.8845199,0.07291883],"study_design_scores_gemma":[0.012718282,0.019024096,0.09826228,0.05957781,0.000092188515,0.0009200301,0.03433236,0.0081627425,0.011271818,0.05064687,0.70204103,0.0029505177],"about_ca_topic_score_codex":0.0032751006,"about_ca_topic_score_gemma":0.00059313624,"teacher_disagreement_score":0.39578792,"about_ca_system_score_codex":0.0047071557,"about_ca_system_score_gemma":0.024069339,"threshold_uncertainty_score":0.99970895},"labels":[],"label_agreement":null},{"id":"W3127071811","doi":"10.1111/nhs.12818","title":"Promoting best practice: Announcing a collaboration with <scp>JBI</scp> to publish <scp>JBI</scp> Best Practice Information Sheet","year":2021,"lang":"en","type":"editorial","venue":"Nursing and Health Sciences","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Best practice; Publication; Information exchange; Medicine; Business; Computer science; Advertising; Telecommunications; Economics; Management","score_opus":0.021795044102358906,"score_gpt":0.37088645111334745,"score_spread":0.34909140701098856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127071811","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":[0.0330619,0.011688561,0.0005998985,0.11741498,0.75321555,0.006154575,0.00039656943,0.00048238313,0.07698557],"genre_scores_gemma":[0.02296041,0.011567781,0.065105565,0.041257087,0.84951216,0.0006464358,0.004371371,0.00026086322,0.0043183295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913554,0.00049815647,0.0014564778,0.0010958811,0.0037575457,0.0018365331],"domain_scores_gemma":[0.9854587,0.004834667,0.0021192948,0.00047758975,0.005343326,0.0017664471],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010712662,0.0005876746,0.001136145,0.0008002937,0.0025046736,0.0023515115,0.00029359586,0.00078965153,0.0000028803083],"category_scores_gemma":[0.04803667,0.0005101354,0.00007117739,0.0037106888,0.0004036035,0.0058287727,0.000077144374,0.0016627073,0.000037772854],"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":[0.00006771846,0.0004939376,0.00035122858,0.0019712024,0.000024506398,0.000039290608,0.021620192,0.000030237063,0.0000039719866,0.00007764208,0.9578512,0.017468927],"study_design_scores_gemma":[0.00088864326,0.0045748227,0.00018774507,0.008604469,0.00018011194,0.0002737509,0.08643828,0.00055565085,0.000007464333,0.000022690248,0.8981383,0.00012809825],"about_ca_topic_score_codex":0.0022415263,"about_ca_topic_score_gemma":0.0004456084,"teacher_disagreement_score":0.09629659,"about_ca_system_score_codex":0.0014775109,"about_ca_system_score_gemma":0.024527,"threshold_uncertainty_score":0.999735},"labels":[],"label_agreement":null},{"id":"W3128257767","doi":"10.1186/s12909-021-02523-z","title":"Correction to: Understanding the key processes of excellence as a prerequisite to establishing academic centres of excellence in Africa","year":2021,"lang":"en","type":"erratum","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"Medical Research Council","keywords":"Excellence; Key (lock); Engineering ethics; Medical education; Political science; Public relations; Sociology; Medicine; Computer science; Engineering; Law","score_opus":0.050235542846609534,"score_gpt":0.3512343003572934,"score_spread":0.3009987575106839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128257767","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":[0.1999083,0.1247522,0.021810716,0.07687956,0.3212961,0.011013373,0.00009104851,0.00027382807,0.24397488],"genre_scores_gemma":[0.8993021,0.014111345,0.00057438813,0.004246101,0.0032339667,0.00030568236,0.00033421913,0.00006863492,0.07782353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963993,0.0002495921,0.0009206908,0.00048226092,0.0014475634,0.00050063274],"domain_scores_gemma":[0.99616915,0.0019232441,0.0004079959,0.0003894383,0.0004037742,0.00070640474],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015321772,0.00022389936,0.00060846575,0.00038736276,0.00007226041,0.000019064622,0.000323562,0.0005486869,0.00036280174],"category_scores_gemma":[0.052348636,0.00017671497,0.00008228976,0.0017146055,0.00009780765,0.000103181876,0.00010864142,0.0013636248,0.000012378606],"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":[0.00029503144,0.00034373373,0.008430848,0.007396836,0.000012044214,0.0000053964154,0.01063042,0.000019060808,0.000029029537,0.00017282619,0.9686494,0.004015396],"study_design_scores_gemma":[0.0016736547,0.0013014779,0.026265908,0.24458882,0.00045949986,0.0002933523,0.13276868,0.0017000898,0.0006980637,0.0024487656,0.5865169,0.001284756],"about_ca_topic_score_codex":0.0017206807,"about_ca_topic_score_gemma":0.0012537485,"teacher_disagreement_score":0.69939387,"about_ca_system_score_codex":0.0005781006,"about_ca_system_score_gemma":0.027737627,"threshold_uncertainty_score":0.9777742},"labels":[],"label_agreement":null},{"id":"W3128332011","doi":"10.1016/j.jsurg.2021.01.006","title":"Ethical Considerations Regarding Global Surgery Experiences in Canadian General Surgery Residencies: A Preliminary Discussion","year":2021,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Position (finance); Ethical issues; Program director; Medical education; Resource (disambiguation); Medicine; Family medicine; Psychology; Business; Engineering ethics; Engineering","score_opus":0.039178126815314324,"score_gpt":0.3563276528615656,"score_spread":0.31714952604625124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128332011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91462296,0.0026052103,0.0000056417466,0.07912843,0.002230482,0.00009083003,0.0000036141096,0.000008089065,0.0013047431],"genre_scores_gemma":[0.99466914,0.00073820207,0.00064094045,0.0030386013,0.0006416001,0.00001453834,0.000024994022,0.000008159078,0.0002238529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970853,0.00042055562,0.0012123015,0.00021528354,0.0005387754,0.000527839],"domain_scores_gemma":[0.9964065,0.0012660748,0.00029813903,0.00017505359,0.00067719776,0.0011770607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023750656,0.00013998899,0.00062367285,0.00036221152,0.00015941737,0.000059499413,0.000041082625,0.00030270417,0.00046867074],"category_scores_gemma":[0.0054098847,0.000098525976,0.00030931982,0.00067626545,0.00008625491,0.00023772569,0.000016787335,0.00060655904,0.000006938349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080396666,0.0006528958,0.7261819,0.00021650392,0.000037219605,0.007555967,0.0022320189,0.00004049415,0.000051171755,0.0020327396,0.25004143,0.010153661],"study_design_scores_gemma":[0.0011429774,0.00022429903,0.78676844,0.0039949496,0.0001087328,0.036840167,0.024062818,0.00022888383,0.00035186627,0.003490024,0.14225957,0.0005272705],"about_ca_topic_score_codex":0.011782413,"about_ca_topic_score_gemma":0.009605108,"teacher_disagreement_score":0.10778186,"about_ca_system_score_codex":0.00084068027,"about_ca_system_score_gemma":0.02753936,"threshold_uncertainty_score":0.9947982},"labels":[],"label_agreement":null},{"id":"W3128342790","doi":"10.1038/s41550-021-01301-7","title":"The Pan-African School for Emerging Astronomers","year":2021,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"Global Health and Surgery","field":"Medicine","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 Theoretical Astrophysics; Perimeter Institute; University of Toronto; Dominion Astrophysical Observatory; University of British Columbia","funders":"","keywords":"International school; History; Geography; Political science; Library science; Sociology; Computer science; Pedagogy","score_opus":0.006162765330046297,"score_gpt":0.29125752191851445,"score_spread":0.28509475658846817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128342790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62816817,0.043834917,0.029287359,0.13287948,0.009128198,0.00440774,0.00019309968,0.0004559402,0.15164506],"genre_scores_gemma":[0.9777457,0.00001773004,0.016534662,0.0016570515,0.0007489399,0.00009323369,0.0000813102,0.000018400753,0.0031029386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987794,0.000027680528,0.00021958392,0.00023959976,0.00015525614,0.00057847844],"domain_scores_gemma":[0.9989606,0.00018568386,0.00006386373,0.00029894742,0.0001806495,0.00031023932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027264672,0.00012296796,0.00020771666,0.000037760263,0.00023777004,0.000029505603,0.0000803714,0.00012791218,0.000089617206],"category_scores_gemma":[0.0002876446,0.00008982304,0.00017424906,0.00018505308,0.000038537197,0.000048921058,0.000030154844,0.0005598681,0.000031915446],"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":[0.0006512671,0.00012655536,0.10118182,0.00010776955,0.00019885271,0.00002557369,0.000057705518,0.000012060107,0.00028912482,0.004588676,0.15948528,0.7332753],"study_design_scores_gemma":[0.0006591666,0.00005680123,0.045744,0.00002120118,0.00003702069,0.00001276281,0.00083073555,0.000020674424,0.000347227,0.000053722328,0.952144,0.000072687195],"about_ca_topic_score_codex":0.0000071691097,"about_ca_topic_score_gemma":0.0000108493205,"teacher_disagreement_score":0.7926587,"about_ca_system_score_codex":0.00011995248,"about_ca_system_score_gemma":0.00076245534,"threshold_uncertainty_score":0.36628774},"labels":[],"label_agreement":null},{"id":"W3129923042","doi":"10.1007/s00268-021-05975-y","title":"Access to Essential Surgical Care in Chiapas, Mexico: A System‐Wide Geospatial Analysis","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta","funders":"","keywords":"Medicine; Public health; Population; Health care; Private sector; Environmental health; Medical emergency; Nursing; Economic growth","score_opus":0.020655944744178232,"score_gpt":0.32029450696926914,"score_spread":0.2996385622250909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129923042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98503476,0.00526527,0.00018648223,0.0046894043,0.0019151865,0.00014699169,0.000018685863,0.000022734215,0.0027204796],"genre_scores_gemma":[0.99731576,0.00022358498,0.00019331349,0.0012613016,0.0007491775,0.0000053712383,0.000036718757,0.000019667743,0.00019510847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963934,0.00036307442,0.001498911,0.0002833485,0.00083516364,0.0006260933],"domain_scores_gemma":[0.9965716,0.0011594916,0.0004063757,0.00030215952,0.0007019346,0.000858434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015564272,0.0002087496,0.0015625346,0.001984313,0.000072818344,0.00007972787,0.00014179881,0.000098355114,0.00036155325],"category_scores_gemma":[0.0006738625,0.00018107129,0.00096386654,0.003999161,0.000030105357,0.00019070797,0.00008743388,0.00044739476,0.000017599394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019512571,0.00019189106,0.9608821,0.00043576045,0.00042836502,0.021882135,0.00015610114,0.00036089757,0.00003602469,0.000085855405,0.0101953875,0.0033942019],"study_design_scores_gemma":[0.0017741778,0.00006881542,0.93821263,0.0020548175,0.0011348424,0.0026292657,0.0013714974,0.000087535074,0.0008183254,0.000013761834,0.051463112,0.0003712447],"about_ca_topic_score_codex":0.00023898446,"about_ca_topic_score_gemma":0.002029395,"teacher_disagreement_score":0.041267723,"about_ca_system_score_codex":0.00037794415,"about_ca_system_score_gemma":0.0014382169,"threshold_uncertainty_score":0.7383873},"labels":[],"label_agreement":null},{"id":"W3130054876","doi":"10.1136/bmj.n166","title":"Strengthening capacities and resource allocation for co-production of health research in low and middle income countries","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre","funders":"","keywords":"Low and middle income countries; Production (economics); Business; Resource allocation; Resource (disambiguation); Developing country; Economic growth; Computer science; Economics; Management; Microeconomics","score_opus":0.1286252909330444,"score_gpt":0.4093196563648648,"score_spread":0.28069436543182036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130054876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97897965,0.0033407582,0.000013581416,0.016975094,0.00006638053,0.00036590194,0.00000933063,0.000006370984,0.00024294473],"genre_scores_gemma":[0.9982341,0.0004290032,0.000584018,0.00023486387,0.00009600757,0.000024311681,0.00002982177,0.0000047386325,0.00036313612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990985,0.00013043462,0.00027235624,0.00013073022,0.00017372673,0.0001942772],"domain_scores_gemma":[0.9993408,0.00026668992,0.000054759086,0.000100482095,0.00017048803,0.00006678609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026294915,0.000038063135,0.00017260312,0.00010385659,0.00008642517,0.0000063623897,0.000010062202,0.000036645917,0.0000026745086],"category_scores_gemma":[0.0007370646,0.000036735353,0.000009142521,0.00013127632,0.00012946577,0.000035045607,0.000010127091,0.0000856941,3.5477993e-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":[0.00389851,0.00037936782,0.793312,0.06387182,0.00007669665,0.000046914964,0.032650467,0.00005386254,0.0012022752,0.013882783,0.036587056,0.054038253],"study_design_scores_gemma":[0.006501016,0.0018289242,0.71416575,0.0222672,0.00003196179,0.00049494277,0.09882749,0.0016692427,0.018759867,0.00422033,0.1307971,0.00043620323],"about_ca_topic_score_codex":0.00024673427,"about_ca_topic_score_gemma":0.00013857614,"teacher_disagreement_score":0.09421004,"about_ca_system_score_codex":0.000054654174,"about_ca_system_score_gemma":0.00030884487,"threshold_uncertainty_score":0.14980242},"labels":[],"label_agreement":null},{"id":"W3133211858","doi":"10.1111/ajco.13544","title":"Australia and New Zealand's responsibilities in improving oncology services in the Asia‐Pacific: A call to action","year":2021,"lang":"en","type":"review","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Call to action; Capacity building; Health care; Government (linguistics); Leverage (statistics); Public relations; Political science; Asia pacific; Business; Medicine; Marketing","score_opus":0.26987108053041253,"score_gpt":0.5416084245857075,"score_spread":0.2717373440552949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133211858","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":[0.022665305,0.9349917,0.000006418587,0.03203184,0.004672142,0.0017750333,0.000023528832,0.00001700303,0.0038169895],"genre_scores_gemma":[0.0051314053,0.9874856,0.0009873777,0.0010480813,0.0019925223,0.000030370222,0.000028973815,0.000039811548,0.0032558802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873352,0.004946649,0.0056499043,0.0006485473,0.0005329314,0.0008867411],"domain_scores_gemma":[0.9860922,0.009655415,0.0023471282,0.000527248,0.00032186264,0.0010561448],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.014694097,0.00048614392,0.006463428,0.0008034104,0.000057652036,0.000045936456,0.00039314615,0.0019457015,0.0000825113],"category_scores_gemma":[0.004577051,0.00030956816,0.0008955755,0.0008560052,0.00020268298,0.00014980065,0.00011961774,0.0043473495,0.000034121356],"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":[0.0020107008,0.0006648542,0.005101421,0.0029915983,0.00013154912,0.0043110205,0.00070783566,4.647463e-7,9.643463e-7,0.0000774919,0.018955128,0.96504694],"study_design_scores_gemma":[0.0020601938,0.0051507624,0.0074180886,0.0063930154,0.00050297205,0.006512398,0.0056736977,0.0000016343971,1.7517782e-7,0.00012475974,0.96594876,0.00021354143],"about_ca_topic_score_codex":0.0008804318,"about_ca_topic_score_gemma":0.0033358685,"teacher_disagreement_score":0.96483344,"about_ca_system_score_codex":0.00089557306,"about_ca_system_score_gemma":0.010923593,"threshold_uncertainty_score":0.9999356},"labels":[],"label_agreement":null},{"id":"W3133481416","doi":"10.18820/9781928357759/04","title":"Mapping of developmental origins of health and disease to ‘Sustainable Development Goals’ and implications for public health in Africa","year":2020,"lang":"en","type":"book-chapter","venue":"African Sun Media eBooks","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; University of Toronto","funders":"","keywords":"Public health; Sustainable development; Economic growth; Political science; Disease; Environmental health; Geography; Medicine; Economics; Nursing; Pathology","score_opus":0.06809298491427228,"score_gpt":0.2886749279634987,"score_spread":0.2205819430492264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133481416","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":[0.16495411,0.058546532,0.0062609194,0.37575126,0.0009942033,0.04952043,0.004350585,0.0005656235,0.33905634],"genre_scores_gemma":[0.9596729,0.0006120928,0.019463615,0.0077668536,0.00010580409,0.00052615383,0.00048685155,0.000121322475,0.011244406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721915,0.000039159786,0.001199279,0.00050136755,0.0002610571,0.0007799805],"domain_scores_gemma":[0.99628645,0.00028003988,0.00046726057,0.00021079686,0.00021947725,0.002535965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008763172,0.00030292012,0.0011748124,0.0006530773,0.00013311298,0.000010157664,0.000103589635,0.00010593463,0.0000059458953],"category_scores_gemma":[0.00050678995,0.00030106,0.00006672088,0.00012823008,0.00014390056,0.000027180564,0.00014590833,0.00019813802,0.0000013337966],"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":[0.0008886462,0.00024722583,0.021684902,0.019498121,0.00028541425,0.000051757837,0.08893112,1.4612536e-7,0.00003608318,0.5024975,0.0141530065,0.35172608],"study_design_scores_gemma":[0.0011837068,0.00034016027,0.019600578,0.0010150409,0.000017619033,0.00001156845,0.008874837,0.0000018230832,0.0000048529478,0.0054508294,0.9631734,0.00032560716],"about_ca_topic_score_codex":0.00014315327,"about_ca_topic_score_gemma":0.00009779081,"teacher_disagreement_score":0.9490204,"about_ca_system_score_codex":0.0010579,"about_ca_system_score_gemma":0.013342831,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W3135258359","doi":"10.1080/16549716.2021.1892308","title":"Informing ‘good’ global health research partnerships: A scoping review of guiding principles","year":2021,"lang":"en","type":"review","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Engineering ethics; Political science; Medicine; Management science; Engineering","score_opus":0.6571379532167463,"score_gpt":0.6195407183573947,"score_spread":0.037597234859351625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135258359","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":[0.0000050596645,0.9834476,0.000079787176,0.0033897716,0.0017155263,0.0063173645,0.0002604355,0.00014547523,0.0046389615],"genre_scores_gemma":[0.00001502795,0.9919716,0.0008048883,0.004925781,0.0008093635,0.0002655783,0.001088993,0.00004156435,0.00007721706],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98716074,0.0023608336,0.004637794,0.001033378,0.002182931,0.0026243406],"domain_scores_gemma":[0.9926402,0.00047720445,0.0025822937,0.001126276,0.0010374507,0.0021365585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013132754,0.00069134583,0.0060430923,0.00029277953,0.00061967375,0.000046744215,0.000314357,0.00060132076,0.000081593345],"category_scores_gemma":[0.003178776,0.00062456867,0.0009980641,0.0039790333,0.00013890179,0.00022679546,0.00027559273,0.0010227594,0.00010098563],"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":true,"study_design_scores_codex":[0.000021289166,0.00006940379,0.00004725607,0.47171006,0.000042193504,0.000018606555,0.000006836829,1.0891879e-7,2.1606097e-9,0.001495096,0.0080518145,0.51853734],"study_design_scores_gemma":[0.00017522142,0.0002642407,0.000021565293,0.5030564,0.000086015774,0.0005776734,0.00005987295,0.000002053644,6.0916825e-8,0.000021923506,0.49558344,0.00015151515],"about_ca_topic_score_codex":0.0012740991,"about_ca_topic_score_gemma":0.00053598965,"teacher_disagreement_score":0.5183858,"about_ca_system_score_codex":0.012230895,"about_ca_system_score_gemma":0.05759124,"threshold_uncertainty_score":0.99962056},"labels":[],"label_agreement":null},{"id":"W3135267872","doi":"10.1007/s00383-021-04875-5","title":"Ten Global Surgical Care Statements for Children: examining our commitment to the future","year":2021,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Workforce; Pediatric surgery; Global health; Work (physics); Health care; Action (physics); Call to action; Population; Public relations; Nursing; Medical education; Economic growth; Political science; Public health; Surgery; Environmental health; Business","score_opus":0.06235767626383641,"score_gpt":0.416641567600007,"score_spread":0.35428389133617055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135267872","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":[0.00023509297,0.9816871,0.000029699493,0.0015057428,0.011034437,0.0017640821,0.0028934549,0.000059271948,0.00079107133],"genre_scores_gemma":[0.00033385793,0.96963465,0.0001889488,0.00083593064,0.019058384,0.00063241017,0.008906514,0.000048004076,0.0003612792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996187,0.00021063253,0.0012285735,0.0006732309,0.0009952645,0.0007053256],"domain_scores_gemma":[0.99735755,0.0007587632,0.0004379837,0.00044199987,0.0005139866,0.0004897052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008941937,0.00049832766,0.0017431334,0.00027844633,0.00016551043,0.000083204504,0.00034411985,0.00030347,0.00010775766],"category_scores_gemma":[0.0003577523,0.0003386372,0.0011055567,0.00065557857,0.000010203643,0.00006465056,0.00019671592,0.00037696364,0.000112500624],"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":[0.00004513708,0.00010162503,0.034562524,0.0022317793,0.00032682373,0.00011312452,0.000023876766,7.89211e-7,1.7383223e-10,0.000089184665,0.28878993,0.6737152],"study_design_scores_gemma":[0.00035996252,0.00004678613,0.00248155,0.0011848229,0.00076525187,0.00037462453,0.00029241215,8.6042536e-7,1.3120695e-8,0.0000021329363,0.99420774,0.00028385036],"about_ca_topic_score_codex":0.000030292591,"about_ca_topic_score_gemma":0.000013245854,"teacher_disagreement_score":0.7054178,"about_ca_system_score_codex":0.0009066106,"about_ca_system_score_gemma":0.0018484849,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W3137233702","doi":"10.48083/vzqd4051","title":"Striving for Global Representation","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Subspecialty; Political science; Representation (politics); Public relations; Engineering ethics; Library science; Sociology; Medicine; Law; Computer science; Politics; Family medicine; Engineering","score_opus":0.08221986666147069,"score_gpt":0.42828171667530734,"score_spread":0.34606185001383666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137233702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9135549,0.0015715885,0.021908438,0.02844242,0.0041351556,0.00030583725,0.00007085508,0.00008242614,0.02992835],"genre_scores_gemma":[0.98523355,0.0003563384,0.004437141,0.005769178,0.0012235445,0.000016786866,0.00013533783,0.000007647164,0.0028204694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986883,0.00006176474,0.00038248522,0.00018642483,0.00036609106,0.00031495275],"domain_scores_gemma":[0.9984177,0.00032411408,0.00017278678,0.00011445009,0.00077436725,0.00019660014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042763405,0.00009239553,0.00021008552,0.000043238757,0.00014895013,0.000054525764,0.000084697895,0.00009926529,0.00039135708],"category_scores_gemma":[0.0024281263,0.00008509485,0.0002704237,0.00013308472,0.000030446687,0.0001234775,0.000038727634,0.0002365123,0.000011140008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008725126,0.0003758106,0.79191095,0.00008161561,0.00037882366,0.0007104597,0.00009073221,0.00014413774,0.0007634343,0.012652228,0.09552882,0.09649046],"study_design_scores_gemma":[0.00622164,0.00046943143,0.73908186,0.00013662488,0.00016870596,0.007096013,0.0014164839,0.0020298958,0.0013475998,0.06009376,0.18165702,0.00028098634],"about_ca_topic_score_codex":0.000005270586,"about_ca_topic_score_gemma":0.000006860105,"teacher_disagreement_score":0.096209474,"about_ca_system_score_codex":0.000317921,"about_ca_system_score_gemma":0.00061904796,"threshold_uncertainty_score":0.42850858},"labels":[],"label_agreement":null},{"id":"W3138008454","doi":"10.48083/rord8326","title":"Genitourinary reconstructive surgery curriculum and postgraduate training program development in the Caribbean","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Accreditation; Medicine; Specialty; Medical education; Reconstructive surgery; General partnership; Graduate medical education; Family medicine; Surgery; Political science; Psychology; Pedagogy","score_opus":0.07486565263786155,"score_gpt":0.35135857940433524,"score_spread":0.2764929267664737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138008454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922575,0.0011503539,0.000021908932,0.015203027,0.0008546541,0.00019966706,0.0000052415157,0.000027305625,0.0033120874],"genre_scores_gemma":[0.99350655,0.0005463983,0.0023098174,0.0030509257,0.0003606315,0.00003673262,0.00004742625,0.000007879628,0.00013366507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998243,0.00023099672,0.00050772645,0.0002061373,0.00040163405,0.00041050534],"domain_scores_gemma":[0.99862444,0.00057039614,0.00017572394,0.00009285005,0.000338075,0.00019848214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012631296,0.00013771655,0.00029490114,0.00015101803,0.00018899575,0.00006677189,0.00009596904,0.00009218663,0.00008543061],"category_scores_gemma":[0.0013459759,0.0000995325,0.00013987628,0.00019314094,0.00009132678,0.00011085941,0.000050596776,0.00069402246,0.0000037253985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011097834,0.00031774785,0.6451823,0.000036474794,0.00013053342,0.0029497507,0.0017293643,0.00000238374,0.000020862039,0.00021229053,0.0049171248,0.34439015],"study_design_scores_gemma":[0.001165383,0.00017577453,0.9056561,0.00018264636,0.000041764557,0.02867548,0.01342704,0.00014246127,0.000083428524,0.002250455,0.04799143,0.0002080446],"about_ca_topic_score_codex":0.000014618754,"about_ca_topic_score_gemma":0.000025701234,"teacher_disagreement_score":0.3441821,"about_ca_system_score_codex":0.00016997442,"about_ca_system_score_gemma":0.0013979499,"threshold_uncertainty_score":0.40588176},"labels":[],"label_agreement":null},{"id":"W3138352250","doi":"10.1016/j.urology.2021.02.034","title":"Pediatric Urology and International Medical Volunteerism: Where Are We? Where Are We Going?","year":2021,"lang":"en","type":"article","venue":"Urology","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric urology; Curriculum; Likert scale; Urology; Family medicine; Medical education; Pediatrics; Psychology; Pedagogy","score_opus":0.015666394240257973,"score_gpt":0.2910633550087489,"score_spread":0.27539696076849096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138352250","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":[0.36910307,0.078578636,0.00033697198,0.5447851,0.0034792868,0.00017399038,0.000045438264,0.00012157199,0.0033759335],"genre_scores_gemma":[0.92535716,0.047989864,0.00010030804,0.022293156,0.0019568235,0.000021929392,0.000050503422,0.000032035496,0.0021982384],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810255,0.00016073717,0.00039441822,0.00046473587,0.00031514795,0.0005624282],"domain_scores_gemma":[0.99857426,0.0003021692,0.00014565264,0.00024627516,0.00019341834,0.00053820043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026712872,0.00018065466,0.00047757436,0.00014134566,0.000065232925,0.00001019126,0.00012496856,0.0005401726,0.0032105024],"category_scores_gemma":[0.0005365326,0.0001685262,0.000088337445,0.00018352541,0.00012622427,0.00004242794,0.00015856668,0.0006342866,0.0001776662],"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":[0.00035911013,0.00017157865,0.72270757,0.00026389695,0.00006819521,0.004362878,0.00015351972,0.0000032331343,0.00001066218,0.00034546765,0.26723614,0.0043177507],"study_design_scores_gemma":[0.0017909087,0.00028985608,0.08326196,0.00003221818,0.000115745715,0.003927813,0.00028474358,0.0013755735,0.0000020886562,0.00061394705,0.90814483,0.00016028635],"about_ca_topic_score_codex":0.00002189861,"about_ca_topic_score_gemma":0.0006097643,"teacher_disagreement_score":0.6409087,"about_ca_system_score_codex":0.000040242754,"about_ca_system_score_gemma":0.00041918256,"threshold_uncertainty_score":0.9977007},"labels":[],"label_agreement":null},{"id":"W3138401007","doi":"10.1016/s2214-109x(16)30061-4","title":"Supporting research leadership in Africa","year":2016,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"MEDLINE; Political science; Business; Data science; Computer science","score_opus":0.4042174524044293,"score_gpt":0.4838778609346447,"score_spread":0.07966040853021539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138401007","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":[0.0004538639,0.006270386,0.0000062558333,0.9500939,0.00073188264,0.0010932619,0.00023490816,0.00011308373,0.04100241],"genre_scores_gemma":[0.01162642,0.001076782,0.00009238716,0.96658677,0.015145463,0.00006465953,0.000125478,0.000040481773,0.0052415445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894471,0.0013932111,0.00091368984,0.0006325978,0.0013885923,0.006224815],"domain_scores_gemma":[0.9971228,0.0008028138,0.000300865,0.0011354598,0.00018556653,0.00045249768],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012328346,0.00032985094,0.001363126,0.00017911983,0.0002947919,0.0000314873,0.0005336453,0.0006970672,0.00015302117],"category_scores_gemma":[0.000687982,0.00019331965,0.00015896275,0.0009070151,0.00028630657,0.00004362906,0.00013008357,0.0041343793,0.0007887239],"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":[0.00026670992,0.000021613361,0.0050105085,0.001813197,0.000015219792,0.0007227829,0.00014252843,4.7649923e-8,3.05162e-7,0.0004407437,0.9703666,0.021199735],"study_design_scores_gemma":[0.00089831627,0.00023848414,0.007670236,0.0019539536,0.000007749915,0.00017195442,0.00019083309,0.0000041903304,5.3622864e-7,0.0038305158,0.9848746,0.0001585947],"about_ca_topic_score_codex":0.0014047945,"about_ca_topic_score_gemma":0.00022192184,"teacher_disagreement_score":0.035760865,"about_ca_system_score_codex":0.0023972127,"about_ca_system_score_gemma":0.0036413497,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W3138888868","doi":"10.1016/j.amjsurg.2021.03.033","title":"From the first mile to the last: Challenges of the global surgical supply chain","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Mile; Last mile (transportation); Supply chain; Business; Medicine; Operations management; Engineering; Geography; Marketing; Geodesy","score_opus":0.02808141942705775,"score_gpt":0.2862169006424479,"score_spread":0.25813548121539015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138888868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7642655,0.008501675,0.0000056700364,0.22547923,0.0009121208,0.000108066924,0.000053730546,0.000006160073,0.00066787127],"genre_scores_gemma":[0.9850862,0.0032767314,0.000027276177,0.010235975,0.0013028225,0.000004660953,0.0000019386302,0.000014088627,0.0000502893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972113,0.0006392289,0.0007482232,0.00016169701,0.00077608327,0.0004634966],"domain_scores_gemma":[0.9941685,0.0038642427,0.0006667904,0.00071802747,0.00031811962,0.0002643262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360529,0.00017612534,0.00079909706,0.00003267223,0.00022631518,0.000019944611,0.00045581008,0.00003769927,0.00011244334],"category_scores_gemma":[0.0008521718,0.00006653599,0.0006231433,0.0008192739,0.000476226,0.000037106398,0.00015174934,0.0004416076,0.000024765968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030545148,0.0004994802,0.5895023,0.00007705626,0.00066879386,0.0009271598,0.003057719,0.00012162208,0.00006005141,0.000734596,0.26391393,0.13738279],"study_design_scores_gemma":[0.0002985311,0.00011248804,0.7316754,0.00044904876,0.00011507948,0.0016142697,0.006191139,0.000009640332,0.0001189966,0.00029374173,0.25902712,0.000094521754],"about_ca_topic_score_codex":0.0004918265,"about_ca_topic_score_gemma":0.00018710247,"teacher_disagreement_score":0.22082074,"about_ca_system_score_codex":0.00008991136,"about_ca_system_score_gemma":0.00076777866,"threshold_uncertainty_score":0.2713259},"labels":[],"label_agreement":null},{"id":"W3144653166","doi":"10.1503/cjs.2164203","title":"More notable developments from the Department of Surgery of the University of Montreal","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Library science; General surgery","score_opus":0.036682776928489313,"score_gpt":0.21612584801234985,"score_spread":0.17944307108386054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144653166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8218065,0.007698425,0.0000054455945,0.16543509,0.0029528376,0.00024356438,0.0012869044,0.0000027071412,0.0005685142],"genre_scores_gemma":[0.8559507,0.0018927519,0.00015246899,0.13856898,0.0014312387,0.0000011362396,0.0005762352,0.000066960536,0.0013594928],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99723125,0.0002741441,0.0010893686,0.00017325934,0.0006745114,0.0005574846],"domain_scores_gemma":[0.994868,0.0019538642,0.0014327901,0.00046899062,0.00077419146,0.0005021994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009658232,0.00022973464,0.0014454405,0.00031845603,0.00012083141,0.0000070460733,0.0002824466,0.0003806979,0.0003859376],"category_scores_gemma":[0.000596182,0.00015853258,0.00090426207,0.00045676206,0.00029744804,0.00005827373,0.0000348526,0.00089990266,0.0000016689756],"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":[0.00006015304,0.0000164619,0.33308634,0.00022759492,0.0002991193,0.0021874814,0.00015446612,0.0000025579684,0.0000052831347,5.1401906e-7,0.6624642,0.001495823],"study_design_scores_gemma":[0.00018668396,0.000008810585,0.5243501,0.002220491,0.0002525309,0.00015064247,0.00034727977,8.420752e-7,0.00013871453,0.000012242341,0.47222227,0.00010941922],"about_ca_topic_score_codex":0.06738027,"about_ca_topic_score_gemma":0.018564302,"teacher_disagreement_score":0.19126375,"about_ca_system_score_codex":0.00038831626,"about_ca_system_score_gemma":0.02060645,"threshold_uncertainty_score":0.99934435},"labels":[],"label_agreement":null},{"id":"W3149461017","doi":"10.1503/cjs.2164201","title":"North–South surgical training partnerships","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Training (meteorology); Medical education","score_opus":0.20252189271038906,"score_gpt":0.28686058752761084,"score_spread":0.08433869481722178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149461017","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":[0.15378836,0.011209084,0.0000037838695,0.82200974,0.007649929,0.00016907825,0.00019914848,0.00002119286,0.004949717],"genre_scores_gemma":[0.24484558,0.00027678377,0.000058260637,0.72920364,0.021494605,0.0000041906437,0.0005904337,0.00011623023,0.0034102525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578375,0.0002809625,0.0013814957,0.00030683665,0.0006925905,0.0015543833],"domain_scores_gemma":[0.99412006,0.0010409914,0.0006733509,0.00036172758,0.0006570472,0.003146827],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013485566,0.00038729215,0.0018789191,0.0011748165,0.00014896813,0.00007682717,0.0001549682,0.00092027796,0.0011773623],"category_scores_gemma":[0.0011400693,0.00035330557,0.0012116748,0.0005587255,0.00016533826,0.00009024396,0.0000085175825,0.0038695629,0.00003786735],"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":[0.00003104585,0.0000045868514,0.07017856,0.00026713923,0.00011331793,0.22115692,0.00017305849,4.5782176e-7,5.6088208e-8,0.0000030904723,0.7059001,0.002171673],"study_design_scores_gemma":[0.00028483014,0.00003405062,0.008251317,0.0013207704,0.0001666813,0.01654946,0.00021996691,8.9181947e-7,0.000001156161,0.000010477598,0.97287524,0.00028513957],"about_ca_topic_score_codex":0.000625155,"about_ca_topic_score_gemma":0.003678233,"teacher_disagreement_score":0.26697516,"about_ca_system_score_codex":0.00046243143,"about_ca_system_score_gemma":0.029640958,"threshold_uncertainty_score":0.9998919},"labels":[],"label_agreement":null},{"id":"W3152778076","doi":"10.4314/rjmhs.v4i1.13","title":"Perioperative Nursing Training in Rwanda in Partnership with American Universities: The Journey So Far","year":2021,"lang":"en","type":"article","venue":"Rwanda Journal of Medicine and Health Sciences","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"University of Rwanda","keywords":"General partnership; Excellence; Nursing; Nursing shortage; Medicine; Scarcity; Staffing; Perioperative; Medical education; Perioperative nursing; Health care; Nurse education; Political science","score_opus":0.09634700298535745,"score_gpt":0.4086758915294276,"score_spread":0.31232888854407015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152778076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75470173,0.013596025,0.0000684736,0.2281628,0.00013764414,0.00010527259,6.9607694e-7,0.0000027860522,0.0032245496],"genre_scores_gemma":[0.98176366,0.0044221533,0.0003613873,0.013173418,0.00019921176,6.1483377e-7,6.079003e-7,0.0000037516877,0.000075188174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801403,0.00023442255,0.000547924,0.00015912212,0.0005762622,0.0004682515],"domain_scores_gemma":[0.99873686,0.00029065108,0.00031967385,0.000065960405,0.00017773003,0.00040912928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00434319,0.00010893116,0.00062120677,0.0003050835,0.0004293622,0.000028636528,0.00008311091,0.000027181373,0.000036817677],"category_scores_gemma":[0.00016103747,0.0000562521,0.00003060117,0.001051595,0.0018324498,0.00015677795,0.000008617049,0.0005213808,1.991415e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001533058,0.00022166982,0.27129084,0.00038798817,0.000043981105,0.0024210035,0.44320083,0.00018553046,0.000059695318,0.006845883,0.003823839,0.26998568],"study_design_scores_gemma":[0.0040495205,0.0043517584,0.16122223,0.0066235266,0.000025659998,0.0028335995,0.80102396,0.00024603243,0.000014039566,0.00020859961,0.019303402,0.00009768616],"about_ca_topic_score_codex":0.00060036714,"about_ca_topic_score_gemma":0.0013102579,"teacher_disagreement_score":0.3578231,"about_ca_system_score_codex":0.00022249785,"about_ca_system_score_gemma":0.009224699,"threshold_uncertainty_score":0.9963921},"labels":[],"label_agreement":null},{"id":"W3153536832","doi":"10.1177/2399202620941367","title":"A framework for the management of donated medical devices based on perspectives of frontline public health care staff in Ghana","year":2020,"lang":"en","type":"article","venue":"Medicine Access Point of Care","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Context (archaeology); Health care; Public relations; Public health; Business; Medicine; Nursing; Political science","score_opus":0.04997675622960611,"score_gpt":0.38937217757677617,"score_spread":0.33939542134717005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153536832","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":[0.3388536,0.06527179,0.012261915,0.57499486,0.00056733174,0.004558957,0.00022367634,0.00008293885,0.00318493],"genre_scores_gemma":[0.99208134,0.00044098808,0.0014183801,0.005706212,0.00016568747,0.000055698398,0.00010880999,0.00002044024,0.000002467479],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99712646,0.00008409721,0.0009181614,0.00032141362,0.0011605484,0.00038934898],"domain_scores_gemma":[0.9976118,0.00052561704,0.00040831944,0.00037127794,0.00066151534,0.00042146898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070848945,0.00019228764,0.000968628,0.00022847964,0.000042729407,0.0000038803314,0.0003821905,0.00012362578,0.00024245898],"category_scores_gemma":[0.0010100564,0.00011904787,0.00013364284,0.0007267822,0.00022878492,0.000054741475,0.00008123842,0.0003170681,3.6515172e-7],"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":[0.019409483,0.0025536346,0.1470655,0.16149919,0.0013502149,0.0003477043,0.23108727,0.0002748709,0.000011627014,0.033928413,0.0197271,0.382745],"study_design_scores_gemma":[0.011178574,0.008289683,0.07705449,0.013594604,0.0002668241,0.0000034308277,0.8814759,0.0034855322,0.00023336965,0.00016978616,0.004002976,0.00024477686],"about_ca_topic_score_codex":0.0005776225,"about_ca_topic_score_gemma":0.00022222618,"teacher_disagreement_score":0.6532277,"about_ca_system_score_codex":0.00016007251,"about_ca_system_score_gemma":0.00070025906,"threshold_uncertainty_score":0.48546314},"labels":[],"label_agreement":null},{"id":"W3155435257","doi":"10.1186/s41256-021-00195-2","title":"Rethinking and strengthening the Global Health Diplomacy through triangulated nexus between policy makers, scientists and the community in light of COVID-19 global crisis","year":2021,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"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 de Readaptation Gingras Lindsay de Montreal; Centre de réadaptation Lethbridge-Layton-Mackay; McGill University Health Centre; University of Toronto; McGill University","funders":"Great Ormond Street Hospital for Children; University of Toronto; University College London; McGill University Health Centre; Pennsylvania State University; Centre for Interdisciplinary Research in Rehabilitation; McGill University; Universität Basel","keywords":"Nexus (standard); Coronavirus disease 2019 (COVID-19); Public health; Diplomacy; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Global health; Pandemic; Economic growth; Public relations; Development economics; Medicine; Virology; Economics; Outbreak; Nursing; Infectious disease (medical specialty); Law; Disease","score_opus":0.16814985365684568,"score_gpt":0.5306231407730668,"score_spread":0.3624732871162212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155435257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56901574,0.03071472,0.000039346472,0.3937944,0.000089791254,0.0013322459,0.0010306375,0.000047751575,0.0039353655],"genre_scores_gemma":[0.96465796,0.007950836,0.00023408484,0.02662325,0.00037384697,0.000020451389,0.00009298959,0.000011995451,0.000034571185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9895701,0.0053891237,0.0011795635,0.0005575868,0.0011883484,0.0021153227],"domain_scores_gemma":[0.9945888,0.0016309638,0.00033505436,0.000841782,0.0003759605,0.0022274486],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011481817,0.0003173484,0.0011053025,0.00017746906,0.0023389733,0.00017715461,0.00034169713,0.00022273188,0.0000073285987],"category_scores_gemma":[0.0061513633,0.00021244933,0.0001035927,0.0048586847,0.0016081848,0.00014750953,0.0007731299,0.0012130396,0.0000023516714],"study_design_candidate":"theoretical_or_conceptual","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":[0.004828557,0.0005023956,0.29540586,0.004813292,0.00021429567,0.00016682701,0.02279692,0.0000060363745,0.0000014428133,0.5435938,0.025896378,0.101774156],"study_design_scores_gemma":[0.01260937,0.0011764237,0.49505317,0.00082155125,0.000030556686,0.00088095164,0.009959323,0.00010835164,0.0000036732652,0.44911078,0.030000119,0.00024572847],"about_ca_topic_score_codex":0.3164099,"about_ca_topic_score_gemma":0.01838894,"teacher_disagreement_score":0.39564222,"about_ca_system_score_codex":0.0028432154,"about_ca_system_score_gemma":0.016474575,"threshold_uncertainty_score":0.9995229},"labels":[],"label_agreement":null},{"id":"W3156084896","doi":"10.1371/journal.pmed.1003604","title":"Addressing power asymmetries in global health: Imperatives in the wake of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":255,"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":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Global health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Power (physics); Political science; Virology; Medicine; Health care; Outbreak; Law; Infectious disease (medical specialty); Disease","score_opus":0.15383748240024986,"score_gpt":0.43447749142885705,"score_spread":0.2806400090286072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156084896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84066564,0.01715128,0.000022020988,0.13782732,0.0003286681,0.00047769718,0.000022264881,0.000019017267,0.0034860705],"genre_scores_gemma":[0.9402239,0.00070924667,0.000037451457,0.05881747,0.000109708,0.000014338495,0.000017134345,0.000006287936,0.000064479085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754274,0.0005423667,0.0006454244,0.00022832537,0.00060760265,0.00043355016],"domain_scores_gemma":[0.9983103,0.00081406994,0.00014786166,0.00037705258,0.00009648846,0.00025417507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015897191,0.00013969865,0.00058310136,0.00009223391,0.000090397996,0.000004879271,0.00013814018,0.00008525829,0.00013855984],"category_scores_gemma":[0.0067836693,0.0000697113,0.000060406932,0.0014022975,0.00029169832,0.000037689933,0.00004620345,0.0003799279,0.0000026751372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019854774,0.00026324636,0.9785456,0.0005256399,0.000021440921,0.00016705607,0.0058380007,0.0000033077251,0.00038798945,0.001303774,0.0104824,0.0022629679],"study_design_scores_gemma":[0.004624678,0.00038018994,0.9590302,0.0021850618,0.00004023411,0.00060310983,0.014212616,0.00005811005,0.0001303564,0.001280822,0.017335057,0.000119535965],"about_ca_topic_score_codex":0.0009590364,"about_ca_topic_score_gemma":0.0016076226,"teacher_disagreement_score":0.09955822,"about_ca_system_score_codex":0.00037135283,"about_ca_system_score_gemma":0.0019059842,"threshold_uncertainty_score":0.8121176},"labels":[],"label_agreement":null},{"id":"W3158045091","doi":"10.1503/cjs.010719","title":"A systematic review of global surgery partnerships and a proposed framework for sustainability","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":33,"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; McMaster University; University of Toronto; University of British Columbia","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Medicine; Sustainability; Systematic review; MEDLINE; Inclusion (mineral); Multidisciplinary approach; Global health; Medical education; Family medicine; Pathology; Public health; Political science","score_opus":0.11969898860894124,"score_gpt":0.38321857500705786,"score_spread":0.2635195863981166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158045091","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":[0.000044190383,0.9947313,0.00005286285,0.0014910327,0.00093785283,0.0025015806,0.00020892199,0.000006358029,0.00002589836],"genre_scores_gemma":[0.00035610487,0.9980484,0.00019933992,0.0009261696,0.00028148762,0.000049517377,0.000066788845,0.00004353455,0.000028612809],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99309283,0.000964581,0.004204296,0.00034169003,0.0004680279,0.0009285744],"domain_scores_gemma":[0.98316205,0.008013977,0.003074241,0.00062606944,0.0024463339,0.0026773307],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008615139,0.0004879953,0.011074762,0.00047732057,0.00009636513,0.000038151094,0.0001451714,0.0005458148,0.000050910712],"category_scores_gemma":[0.057654664,0.00036799157,0.0032435216,0.0011447856,0.00020577788,0.000082003135,0.00001587403,0.0006159466,0.0000011237314],"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":[0.000020453823,0.000032084597,0.0015178015,0.95651686,0.00045972987,0.0013043223,0.0000075746807,3.6576038e-9,8.770339e-10,0.0008404582,0.011084146,0.028216582],"study_design_scores_gemma":[0.000056110704,0.000034112993,0.000025643283,0.8060887,0.003566108,0.0033201857,0.00006857366,1.1957682e-7,4.757904e-8,0.0004391207,0.18618895,0.00021233341],"about_ca_topic_score_codex":0.00019709911,"about_ca_topic_score_gemma":0.0002136932,"teacher_disagreement_score":0.1751048,"about_ca_system_score_codex":0.0015130903,"about_ca_system_score_gemma":0.06940075,"threshold_uncertainty_score":0.9998772},"labels":[],"label_agreement":null},{"id":"W3158265552","doi":"10.1200/go.20.00600","title":"Contributions to the American Society of Hematology Meeting From Low- and Middle-Income Countries: An In-Depth Analysis and Call to Action","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Low and middle income countries; General partnership; Middle income; Middle income country; Medicine; Political science; Developing country; Family medicine; Economic growth; Socioeconomics; Demographic economics; Sociology","score_opus":0.022251204732719562,"score_gpt":0.37715810648556436,"score_spread":0.3549069017528448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158265552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733294,0.000503054,0.00048218542,0.024797892,0.00012280884,0.00022542427,0.00026733012,0.000016374961,0.00025547956],"genre_scores_gemma":[0.9868875,0.00028939638,0.001669013,0.011001845,0.00007080535,0.000018660865,0.000047082198,0.0000038893763,0.000011777021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985466,0.00021990904,0.00040369143,0.00031789497,0.00014001271,0.0003718775],"domain_scores_gemma":[0.9985757,0.00041639854,0.00014555152,0.00021280412,0.00027551185,0.0003740561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043763017,0.00011147446,0.00079768046,0.000061577375,0.000084151485,0.000008814795,0.000050506733,0.0001262162,0.00001360664],"category_scores_gemma":[0.00039278358,0.00008941216,0.00008858463,0.0011115064,0.00015833725,0.00003130227,0.000081129176,0.00013428394,0.000005089407],"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":[0.00065418624,0.00016297468,0.9929301,0.000113882896,0.00030554162,0.000094682284,0.0004926953,0.000035160097,0.00030926662,0.000639889,0.0012036475,0.0030579488],"study_design_scores_gemma":[0.00088703836,0.0005526412,0.97954494,0.00010948752,0.00035165224,0.00010610862,0.0020925137,0.00047529227,0.00021367302,0.00012458017,0.015444015,0.00009805537],"about_ca_topic_score_codex":0.008321332,"about_ca_topic_score_gemma":0.03473145,"teacher_disagreement_score":0.026410121,"about_ca_system_score_codex":0.00044473217,"about_ca_system_score_gemma":0.00045738963,"threshold_uncertainty_score":0.9982823},"labels":[],"label_agreement":null},{"id":"W3158817689","doi":"10.18332/ejm/136048","title":"The Virtual International Day of the Midwife: A model for digital knowledge translation","year":2021,"lang":"en","type":"editorial","venue":"European Journal of Midwifery","topic":"Global Health and Surgery","field":"Medicine","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; University of British Columbia","funders":"","keywords":"Childbirth; Knowledge translation; Computer science; Medical education; Library science; Medicine; Knowledge management; Pregnancy","score_opus":0.036894036639620764,"score_gpt":0.30924954610038113,"score_spread":0.27235550946076037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158817689","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":[0.0029093307,0.0070801154,0.004705862,0.0027050162,0.9713169,0.00040524942,0.00058499357,0.000012718081,0.010279857],"genre_scores_gemma":[0.1171466,0.0018042041,0.0002716381,0.0002545802,0.8683786,0.0000045461497,0.0002578631,0.00012615354,0.011755834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969,0.00037151764,0.0012862121,0.00018737194,0.00095827074,0.00029663029],"domain_scores_gemma":[0.994764,0.0022280968,0.00094770093,0.00032341076,0.0015385913,0.00019822035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029008142,0.00023424497,0.0005289309,0.00010985505,0.00015401527,0.00008162818,0.00055209966,0.00015352851,0.000010752232],"category_scores_gemma":[0.0045845434,0.00013356264,0.00082392304,0.00013757103,0.00014099407,0.00013688729,0.00008085512,0.000992619,0.00000621039],"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":[0.001122288,0.00015420082,0.000035209752,0.00014964178,0.00024774735,0.000049948216,0.00049727364,0.00010825963,0.000052709776,0.000046895653,0.9637092,0.033826675],"study_design_scores_gemma":[0.0017907526,0.0002892829,0.000145933,0.0012211049,0.00018275375,0.00006241172,0.00013360828,0.0018463894,0.00002856125,0.000044264372,0.9941363,0.00011864082],"about_ca_topic_score_codex":4.3319676e-7,"about_ca_topic_score_gemma":0.0000032603255,"teacher_disagreement_score":0.114237264,"about_ca_system_score_codex":0.00011820664,"about_ca_system_score_gemma":0.0018865856,"threshold_uncertainty_score":0.54884577},"labels":[],"label_agreement":null},{"id":"W3161484314","doi":"10.1007/s00268-021-06152-x","title":"Evaluation of Interventions Addressing Timely Access to Surgical Care in Low‐Income and Low‐Middle‐Income Countries as Outlined by the LANCET Commission 2030 Global Surgery Goals: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Low and middle income countries; Vascular surgery; Cardiac surgery; Commission; Cardiothoracic surgery; Medicine; Psychological intervention; Abdominal surgery; Low income; Developing country; Surgery; Nursing; Business; Economic growth; Economics; Socioeconomics; Finance","score_opus":0.22312579895790147,"score_gpt":0.47508318211766976,"score_spread":0.2519573831597683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161484314","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":[0.0019373544,0.99312913,0.0000027478827,0.0013704624,0.0009847305,0.0021063122,0.0001977967,0.00001550536,0.00025596356],"genre_scores_gemma":[0.0072435983,0.99158794,0.000012660168,0.00042972635,0.00032453076,0.00011539282,0.00013968389,0.000044597273,0.00010189947],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98582244,0.0047899517,0.005974159,0.0004077927,0.0023365964,0.0006690669],"domain_scores_gemma":[0.98612857,0.006273293,0.0039888923,0.00070756086,0.0022773847,0.0006242807],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.025305694,0.0005912,0.010013999,0.00091833435,0.00014390986,0.00016481937,0.00039572312,0.0002544825,0.0002378707],"category_scores_gemma":[0.0088626435,0.00037540155,0.0022846207,0.002280281,0.00012376954,0.00029473702,0.00022105621,0.0008929723,0.000013644779],"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":[0.00014568388,0.00015628613,0.006744931,0.93450767,0.0004086623,0.0005459617,0.000030294583,0.0000016873486,1.940615e-8,0.000014427618,0.010879935,0.04656444],"study_design_scores_gemma":[0.00042511738,0.000035220477,0.0009974051,0.9224836,0.0047068545,0.0015933757,0.00008429274,0.000004995744,3.266485e-7,0.000009544319,0.069388635,0.00027061053],"about_ca_topic_score_codex":0.000059945396,"about_ca_topic_score_gemma":0.00010846291,"teacher_disagreement_score":0.0585087,"about_ca_system_score_codex":0.0011556348,"about_ca_system_score_gemma":0.0045586894,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W3162226464","doi":"10.1038/d41586-021-01311-5","title":"How new principal investigators tackled a tumultuous year","year":2021,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Principal (computer security); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; History; Geography; Computer science; Virology; Biology; Medicine; Computer security","score_opus":0.014036403667280864,"score_gpt":0.28725942370672175,"score_spread":0.2732230200394409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162226464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94228566,0.0051746215,0.000008222547,0.042291675,0.0010479073,0.00018106369,0.000010764564,0.000113696224,0.008886416],"genre_scores_gemma":[0.9516378,0.00006772956,0.0021297056,0.017762205,0.0007149572,0.0000027322094,0.000055806482,0.00001603267,0.027613048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908006,0.000025168494,0.00010161053,0.00020724241,0.00027769987,0.0003082312],"domain_scores_gemma":[0.99895185,0.000029537037,0.00003038854,0.00023224879,0.00012758751,0.0006283634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008065955,0.000099759665,0.00021271089,0.000036994956,0.000036767146,0.000023193448,0.000042822074,0.000801343,0.000109048124],"category_scores_gemma":[0.0010424132,0.000081637496,0.00008435055,0.00029631285,0.00002165839,0.000040550654,0.000027440807,0.0014842064,0.00006693905],"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":[0.00022288402,0.000133931,0.09643069,0.00035763337,0.000068493086,0.0030651141,0.00027059636,8.650846e-7,0.0027239088,0.0060636736,0.8791917,0.011470528],"study_design_scores_gemma":[0.0012335298,0.000054097778,0.050223317,0.00011878974,0.000033607772,0.00029402578,0.00013620603,0.00001641067,0.0036937403,0.0004197994,0.94365275,0.00012371788],"about_ca_topic_score_codex":0.000015392268,"about_ca_topic_score_gemma":0.000018898158,"teacher_disagreement_score":0.064461075,"about_ca_system_score_codex":0.000054544755,"about_ca_system_score_gemma":0.0009892762,"threshold_uncertainty_score":0.6448221},"labels":[],"label_agreement":null},{"id":"W3165068365","doi":"10.21203/rs.3.rs-402528/v1","title":"Women’s Participation in Research to Improve Maternal, Newborn and Child Health Outcomes Through Evidence Base Data in West Africa","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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; International Development Research Centre","keywords":"Attendance; Political science; Power (physics); Medical education; Psychology; Medicine","score_opus":0.390068702116545,"score_gpt":0.5548448239380488,"score_spread":0.1647761218215038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165068365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92899495,0.00869511,0.000029508848,0.057813648,0.00022632247,0.0034674346,0.00029223744,0.000032793105,0.00044800082],"genre_scores_gemma":[0.9879439,0.008244885,0.0009177824,0.00082440325,0.00018161314,0.0012962364,0.00027316203,0.000043661832,0.00027439796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892529,0.0026974806,0.0010206604,0.0016378375,0.0026726294,0.0027184666],"domain_scores_gemma":[0.99339914,0.0018950909,0.00010117977,0.0024975229,0.00074415316,0.0013628972],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021089826,0.0002932383,0.0010347604,0.0011388365,0.00023706714,0.00025625303,0.0006442687,0.00032781775,0.00020169257],"category_scores_gemma":[0.013545017,0.00026292726,0.000051404255,0.0016636051,0.0001743847,0.00034693218,0.0041252594,0.0037220947,0.000070008544],"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":[0.0012160031,0.00078533497,0.94342935,0.013867894,0.000028235932,0.0010268816,0.010216011,0.000024049847,0.000027900132,0.000088958404,0.004596661,0.024692692],"study_design_scores_gemma":[0.00081021414,0.00063740544,0.9742249,0.01417856,0.0000030831322,0.000008972992,0.0043979306,0.00046876338,0.000025483321,0.00031249,0.0047403714,0.00019178081],"about_ca_topic_score_codex":0.043966763,"about_ca_topic_score_gemma":0.012498388,"teacher_disagreement_score":0.058948915,"about_ca_system_score_codex":0.0025337902,"about_ca_system_score_gemma":0.0042966963,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W3165400324","doi":"10.1186/s12961-021-00725-x","title":"Health research capacity building of health workers in fragile and conflict-affected settings: a scoping review of challenges, strengths, and recommendations","year":2021,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":24,"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":"Capacity building; Psychological intervention; Thematic analysis; Health services research; Medicine; Public health; Health policy; Health administration; Nursing; Qualitative research; Strengths and weaknesses; Medical education; Public relations; Psychology; Political science; Sociology; Social psychology; Social science","score_opus":0.5946360553844579,"score_gpt":0.6169412324209814,"score_spread":0.02230517703652357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165400324","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":[0.0001442142,0.95240706,0.0000031279244,0.037849024,0.00011851262,0.00893205,0.0003104682,0.000022272543,0.0002132572],"genre_scores_gemma":[0.00037138618,0.9975399,0.0001592539,0.0009124126,0.00023274831,0.00047833603,0.00019469074,0.000055279572,0.00005603478],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9682421,0.02234558,0.004196667,0.0010604856,0.0016093393,0.0025458422],"domain_scores_gemma":[0.98499924,0.009632925,0.0014825466,0.0007770899,0.0010583968,0.002049775],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07104556,0.00043285554,0.0065794284,0.0022862975,0.000664661,0.000049302253,0.00017345228,0.00041226103,0.00000811889],"category_scores_gemma":[0.015494657,0.00037953936,0.00015805598,0.0028829724,0.000527902,0.00008999802,0.00029977626,0.002702259,0.0000011474456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009162516,0.00007675891,0.00005342027,0.57183844,0.000033031432,0.000004871362,0.00062728475,2.7390827e-8,3.7290967e-8,0.0012525815,0.005409248,0.42069513],"study_design_scores_gemma":[0.0003750688,0.00051919324,0.00009623851,0.63263077,0.000008414009,0.00015230043,0.0012533651,0.000011260767,3.948719e-8,0.000007891708,0.36483747,0.00010798387],"about_ca_topic_score_codex":0.051448595,"about_ca_topic_score_gemma":0.0011642947,"teacher_disagreement_score":0.42058712,"about_ca_system_score_codex":0.0014096124,"about_ca_system_score_gemma":0.025553335,"threshold_uncertainty_score":0.99986565},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3166836958","doi":"10.1186/s12992-021-00726-z","title":"Assessing how global health partnerships function: an equity-informed critical interpretive synthesis","year":2021,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":60,"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; Canadian Coalition for Global Health Research; University of Northern British Columbia; Michael Smith Health Research BC; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Global Affairs Canada; Michael Smith Health Research BC; University of Northern British Columbia; University of British Columbia; McGill University","keywords":"Equity (law); General partnership; Politics; Political science; Situated; Public relations; Corporate governance; Psychology; Business; Finance","score_opus":0.23363814378104503,"score_gpt":0.5259078425470569,"score_spread":0.2922696987660119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166836958","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":[0.0000010463397,0.97244287,0.0071489243,0.01352508,0.0011867961,0.0010244889,0.0002920098,0.00020709849,0.0041717207],"genre_scores_gemma":[0.0012159112,0.979705,0.0008325509,0.016606778,0.0005222189,0.00008420889,0.0009385403,0.00004057149,0.000054222815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994672,0.0011219982,0.0013220627,0.0008810234,0.0007053386,0.0012975659],"domain_scores_gemma":[0.9954242,0.00053333363,0.0006612654,0.00052297936,0.00036889076,0.0024893137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020323999,0.00059814064,0.003218846,0.00017074661,0.00060109847,0.00046551198,0.00012983626,0.0005291549,0.00017407264],"category_scores_gemma":[0.003009538,0.0005264788,0.00036971478,0.0010024891,0.00016965975,0.0004772045,0.00014775015,0.0004780862,0.000021527292],"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":[0.00002860573,0.00014794891,0.0001695381,0.0479376,0.00007050217,0.000025264386,0.000072329334,7.270402e-8,1.2643432e-9,0.03533105,0.019754365,0.89646274],"study_design_scores_gemma":[0.0001499204,0.0004381114,0.00043293607,0.06461442,0.00034452986,0.0005823997,0.00075293914,0.000049024937,9.981552e-9,0.000101400205,0.9321982,0.0003360508],"about_ca_topic_score_codex":0.000166259,"about_ca_topic_score_gemma":0.00026589903,"teacher_disagreement_score":0.9124439,"about_ca_system_score_codex":0.0033433437,"about_ca_system_score_gemma":0.017267441,"threshold_uncertainty_score":0.99971867},"labels":[],"label_agreement":null},{"id":"W3168747817","doi":"10.1007/s00268-021-06181-6","title":"Potentially Avertable Child Mortality Associated with Surgical Workforce Scale‐up in Low‐ and Middle‐Income Countries: A Global Study","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Cardiac surgery; Low and middle income countries; Vascular surgery; Workforce; Abdominal surgery; Medicine; Cardiothoracic surgery; Scale (ratio); Environmental health; Developing country; Surgery; Economic growth; Geography; Economics","score_opus":0.024614365270543087,"score_gpt":0.2898787433915656,"score_spread":0.26526437812102255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168747817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926681,0.003309198,0.0000074918526,0.0013147184,0.000698793,0.00021316612,0.000019181245,0.000019146879,0.0017502104],"genre_scores_gemma":[0.99773353,0.0005758755,0.000030163688,0.000694251,0.00019194878,0.0000033243175,0.000011641788,0.000018328654,0.0007409062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963741,0.00032854886,0.0012910805,0.00029892504,0.0009952638,0.00071213883],"domain_scores_gemma":[0.9973945,0.00063478376,0.00051319494,0.00024212382,0.0005641142,0.00065125996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027358846,0.00025678184,0.0013218605,0.00027479435,0.00013242566,0.000067709465,0.00007459232,0.00010799625,0.00014690644],"category_scores_gemma":[0.00044347876,0.00020286339,0.00023629559,0.0014862198,0.000115025054,0.00022320035,0.00004935136,0.0005772605,0.000004140311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016480546,0.0008225205,0.9813068,0.00018987819,0.00022651731,0.014991533,0.000081677266,0.00002192267,5.194594e-7,0.000028433436,0.00036840193,0.00031372753],"study_design_scores_gemma":[0.0032845365,0.00011402063,0.9861971,0.005800925,0.00017944473,0.0022482134,0.00036692174,0.00001913961,0.000008713026,0.000034805857,0.0015508081,0.00019533763],"about_ca_topic_score_codex":0.00014202372,"about_ca_topic_score_gemma":0.0023761825,"teacher_disagreement_score":0.012743319,"about_ca_system_score_codex":0.0003392186,"about_ca_system_score_gemma":0.0012249217,"threshold_uncertainty_score":0.8272529},"labels":[],"label_agreement":null},{"id":"W3169717073","doi":"10.1177/24727512211019245","title":"Evaluating an International Facial Trauma Course for Surgeons: Did We Make a Difference?","year":2021,"lang":"en","type":"article","venue":"Craniomaxillofacial Trauma & Reconstruction Open","topic":"Global Health and Surgery","field":"Medicine","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":"Victoria Hospital; University of Alberta","funders":"","keywords":"Medical education; Globe; Demographics; Plan (archaeology); Medicine; Facial trauma; Significant difference; Continuing medical education; Course (navigation); Continuing education; Psychology; Surgery; Engineering","score_opus":0.12439126976804936,"score_gpt":0.4195312498759172,"score_spread":0.29513998010786785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169717073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97924006,0.00015526499,0.0005194891,0.0023764137,0.005767964,0.001601168,0.0005670751,0.00012725072,0.009645336],"genre_scores_gemma":[0.9816613,0.0001941267,0.01292782,0.0009717922,0.00078364514,0.0003922627,0.0006012957,0.00006551968,0.0024021997],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968055,0.00016985674,0.00092870236,0.00083749584,0.00056229014,0.000696192],"domain_scores_gemma":[0.99780643,0.00011335837,0.00026335713,0.00044514684,0.0007764169,0.00059530284],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009468933,0.00034063836,0.0007632671,0.00016395148,0.00051216874,0.00032332426,0.00035115413,0.00029710625,0.0018772746],"category_scores_gemma":[0.0005032296,0.0003440513,0.0003373251,0.00034785236,0.00017959898,0.0004860461,0.00009554181,0.0003032416,0.00004174134],"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":[0.001290266,0.00038264156,0.037820727,0.00008716709,0.00013297393,0.00006630889,0.00031030457,0.000004735507,0.0012318584,0.0010637048,0.00011647747,0.9574928],"study_design_scores_gemma":[0.021077435,0.001775539,0.76474166,0.0008870274,0.00052100176,0.007285643,0.006669354,0.0059658424,0.0046649007,0.008987625,0.17591144,0.0015125395],"about_ca_topic_score_codex":0.00023609147,"about_ca_topic_score_gemma":0.00047560307,"teacher_disagreement_score":0.9559803,"about_ca_system_score_codex":0.00020985366,"about_ca_system_score_gemma":0.00095627503,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W3171590733","doi":"10.7916/thejgh.v6i1.5065","title":"A Doctoral Student Complementarity Approach (DSCA) for Global Health Research","year":2020,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Complementarity (molecular biology); Political science; Public relations; Biology","score_opus":0.47407113330150796,"score_gpt":0.5577471122357436,"score_spread":0.08367597893423562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171590733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4931006,0.0024116412,0.06145968,0.35892102,0.00086093287,0.013111903,0.0005992283,0.000609156,0.06892582],"genre_scores_gemma":[0.94372815,0.000023064298,0.020591712,0.034805708,0.0003143466,0.000085822,0.00018878112,0.000009194969,0.00025321808],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976575,0.0001293028,0.00036014154,0.00034387407,0.0006349399,0.0008742621],"domain_scores_gemma":[0.9983547,0.0000690945,0.000035852332,0.00017462042,0.00019483565,0.0011708947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014183117,0.0001041409,0.00036594534,0.000028111577,0.00020379343,0.000023463797,0.00011187685,0.000044265795,0.00010958063],"category_scores_gemma":[0.00011089723,0.000084030406,0.0000977029,0.00036000268,0.000053913987,0.00003115736,0.000096761425,0.00020588089,0.000036772897],"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":[0.0009307642,0.0010329545,0.39541426,0.001033505,0.00005504305,0.0000116842875,0.00045842284,0.0000017479799,0.0000063789867,0.03359575,0.5598989,0.0075605474],"study_design_scores_gemma":[0.008045602,0.0040109786,0.45818675,0.00005234808,0.000025344518,0.00003378302,0.005105432,0.0042995424,0.000015363426,0.0005504692,0.5194403,0.00023409918],"about_ca_topic_score_codex":0.00097249146,"about_ca_topic_score_gemma":0.00022845666,"teacher_disagreement_score":0.45062754,"about_ca_system_score_codex":0.00044472388,"about_ca_system_score_gemma":0.0008039045,"threshold_uncertainty_score":0.34266606},"labels":[],"label_agreement":null},{"id":"W3171990558","doi":"10.1016/j.surg.2021.05.007","title":"Access to pediatric surgery delivered by general surgeons and anesthesia providers in Uganda: Results from 2 rural regional hospitals","year":2021,"lang":"en","type":"article","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Yale University","keywords":"Medicine; Referral; Rural area; Developing country; General surgery; Family medicine","score_opus":0.023853199499037806,"score_gpt":0.27719798174829074,"score_spread":0.25334478224925294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171990558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97545886,0.00463864,0.000004019234,0.018675335,0.00050573924,0.00035048887,0.0001954119,0.00008112976,0.00009037419],"genre_scores_gemma":[0.986022,0.0032616563,0.00009737082,0.008263306,0.00045093396,0.000051102048,0.0014642696,0.000043893873,0.00034545918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643207,0.00025230582,0.0010700616,0.0007090746,0.00055514113,0.0009813596],"domain_scores_gemma":[0.99517065,0.0030376525,0.00020185049,0.00044843447,0.00025199982,0.0008893912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011191223,0.00033051305,0.0010564957,0.00044649493,0.00011048511,0.00011210673,0.00008806314,0.00023957457,0.00008554474],"category_scores_gemma":[0.0017710652,0.00032666032,0.00027050075,0.0011172079,0.00006362965,0.0003618954,0.00008087835,0.00027283668,0.000030456864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006816081,0.00009904774,0.61801845,0.00007175464,0.000017372138,0.0015822512,0.000073507224,0.0000022784575,0.00006238182,0.0000027703,0.37683943,0.0025491205],"study_design_scores_gemma":[0.0007856274,0.000022402432,0.98258513,0.00020912098,0.00004683747,0.000201888,0.00018340982,0.000021936365,0.00026769718,0.000073675044,0.015200654,0.0004015992],"about_ca_topic_score_codex":0.0054251086,"about_ca_topic_score_gemma":0.00030350164,"teacher_disagreement_score":0.36456668,"about_ca_system_score_codex":0.0001405622,"about_ca_system_score_gemma":0.001523773,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W3173616702","doi":"10.1542/peds.146.1_meetingabstract.292","title":"Design and Implementation of a Pilot Pediatric Emergency Surgical Care Course for Rural Providers in Uganda","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Economic shortage; Medical emergency; Perioperative; Surgery","score_opus":0.03457936257346118,"score_gpt":0.3478959414990641,"score_spread":0.31331657892560294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173616702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910166,0.0056042606,0.00050116633,0.0013914384,0.00016684909,0.0012251684,0.000042457137,0.00002152935,0.00003052938],"genre_scores_gemma":[0.9962784,0.0022766334,0.0008331066,0.00014061206,0.0003648236,0.00004822528,0.00004216575,0.000011821831,0.000004232784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989412,0.00003697165,0.00039927504,0.00015343908,0.00018803998,0.00028107618],"domain_scores_gemma":[0.99931204,0.00013876101,0.00010482571,0.000059232963,0.00013512508,0.00025001654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190653,0.00009659349,0.00024071042,0.00008543989,0.000029892415,0.0000039153174,0.000031034233,0.000048729267,0.000030315607],"category_scores_gemma":[0.00011148523,0.00009003181,0.000045079825,0.00039190074,0.000010379051,0.00005864861,0.000015407955,0.000084091786,0.0000017184158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007255951,0.000060861566,0.9877333,0.0017952473,0.000003786794,0.000019409497,0.0013341261,0.000010765334,0.000012557907,0.00004766731,0.0052226447,0.0030340329],"study_design_scores_gemma":[0.02472747,0.009880843,0.9314148,0.000024838218,0.0011972615,0.000043910113,0.025435038,0.001436893,0.00020228355,0.00023596863,0.004655752,0.0007449495],"about_ca_topic_score_codex":0.000108827415,"about_ca_topic_score_gemma":0.000019148623,"teacher_disagreement_score":0.05631851,"about_ca_system_score_codex":0.000031273266,"about_ca_system_score_gemma":0.00040337368,"threshold_uncertainty_score":0.36713907},"labels":[],"label_agreement":null},{"id":"W3174020779","doi":"10.1186/s12913-021-06687-8","title":"Cost analysis and critical success factors of the use of oxygen concentrators versus cylinders in sub-divisional hospitals in Fiji","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","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":"Cure Kids; Department of Foreign Affairs and Trade, Australian Government; Australian Agency for International Development; Australian Government","keywords":"Medicine; Backup; Status quo; Operations management; Investment (military); Cost–benefit analysis; Environmental health; Business; Economics; Engineering","score_opus":0.13840411424787433,"score_gpt":0.46343773009318917,"score_spread":0.32503361584531487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174020779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99637014,0.0017345577,0.000005959825,0.0010943435,0.00011767369,0.00052601733,0.00011940405,0.0000038956773,0.000028005637],"genre_scores_gemma":[0.9985563,0.00082651485,0.000105861945,0.00041451218,0.000015330834,0.000011794052,0.00005636728,0.0000081687,0.000005129764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961845,0.0009182986,0.000734285,0.00033451515,0.0010443323,0.00078405376],"domain_scores_gemma":[0.99521255,0.0033317858,0.000091296526,0.000362846,0.00049140025,0.0005101026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017146834,0.000111235255,0.00061681826,0.00044209222,0.000087162116,0.000019741501,0.00014358215,0.00013236102,0.000062267165],"category_scores_gemma":[0.0008132061,0.000083791805,0.00010300186,0.0031379943,0.00023838194,0.00011530133,0.0001541919,0.00044220977,0.000001249457],"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":[0.00055605004,0.00019218239,0.9953291,0.0025465747,0.00003105257,0.000018066483,0.00072803313,0.000044466393,0.000028168428,0.000087047825,0.000022686294,0.00041661336],"study_design_scores_gemma":[0.0011994807,0.00013371972,0.9925566,0.0004910333,0.000016728554,9.894233e-7,0.0030814845,0.0019122835,0.00039584516,0.000013900409,0.00014482142,0.000053138294],"about_ca_topic_score_codex":0.01042501,"about_ca_topic_score_gemma":0.019063316,"teacher_disagreement_score":0.008638307,"about_ca_system_score_codex":0.00021391106,"about_ca_system_score_gemma":0.00228639,"threshold_uncertainty_score":0.9988362},"labels":[],"label_agreement":null},{"id":"W3175178658","doi":"10.51437/jgns.v1i1.10","title":"Medical Students in Global Neurosurgery: Rationale and Role","year":2021,"lang":"en","type":"article","venue":"JOURNAL OF GLOBAL NEUROSURGERY","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Neurosurgery; Global health; Equity (law); Medicine; Medical education; Health care; Psychology; Political science; Nursing; Surgery; Public health","score_opus":0.013010947621966175,"score_gpt":0.3145270667079788,"score_spread":0.3015161190860126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175178658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839026,0.0036438226,0.000016996872,0.008908329,0.002164165,0.00013569854,0.000040888084,0.000018914725,0.001168602],"genre_scores_gemma":[0.98271984,0.0013415203,0.000075241325,0.015354247,0.00040996482,0.000002638924,0.000008279874,0.000012861017,0.000075407246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951728,0.0003131227,0.0013598556,0.00033187983,0.002213562,0.000608757],"domain_scores_gemma":[0.9974567,0.00037667624,0.00037559975,0.00022352455,0.00040795183,0.0011595197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016138457,0.00023701106,0.0008810603,0.00009711111,0.00006898884,0.00009206591,0.00018034563,0.00020295176,0.00013446035],"category_scores_gemma":[0.0033717074,0.00021388309,0.00030014612,0.00092639896,0.00010375603,0.00022389111,0.00016411522,0.0004839588,0.000014525692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006763789,0.00065034133,0.9649762,0.00007114821,0.000032828135,0.012781377,0.0000081626795,0.000006574535,0.00016729573,0.0002758591,0.016273923,0.0040799086],"study_design_scores_gemma":[0.0019189052,0.0001457118,0.95533925,0.00030053628,0.00004107827,0.01691108,0.00006563906,0.000057965066,0.000039513514,0.0005393844,0.024499578,0.00014135361],"about_ca_topic_score_codex":0.000030464711,"about_ca_topic_score_gemma":0.000047041023,"teacher_disagreement_score":0.009636947,"about_ca_system_score_codex":0.0002538728,"about_ca_system_score_gemma":0.0020113587,"threshold_uncertainty_score":0.87218994},"labels":[],"label_agreement":null},{"id":"W3176954236","doi":"10.1542/peds.146.1_meetingabstract.678-a","title":"Neonatal Surgical Conditions in Uganda and the United States: Disparities and Economic Benefit of Scaling Up Care","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Low and middle income countries; Neonatal mortality; Population; Pediatrics; Infant mortality; Demography; Environmental health; Developing country; Economic growth","score_opus":0.01376552633422999,"score_gpt":0.2684361224397486,"score_spread":0.2546705961055186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176954236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130356,0.0055749854,0.0000046572345,0.0025507475,0.00007545961,0.00013415993,0.00025992352,0.0000101400765,0.00008637987],"genre_scores_gemma":[0.99325585,0.0057869335,0.000015348904,0.00060054776,0.00011585313,0.0000042579504,0.00020874197,0.0000048277534,0.0000076105407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994622,0.000020751788,0.00020841988,0.000099658064,0.00006752672,0.00014146222],"domain_scores_gemma":[0.9993134,0.0004058,0.000039592993,0.000050396535,0.000034851826,0.00015594771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010864208,0.00006054816,0.00020699365,0.000066787674,0.00004391435,0.0000087621875,0.000021875936,0.000043231237,0.00001257874],"category_scores_gemma":[0.00008162729,0.000044854067,0.000024549548,0.00013386345,0.00010632455,0.00002751764,0.000029684852,0.00011507389,0.0000013635286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059101015,0.000009535823,0.98932725,0.0007828924,0.00000785378,0.00004257301,0.003979622,0.00024403792,1.6683664e-7,0.0033641835,0.0006653606,0.0009855202],"study_design_scores_gemma":[0.034656387,0.0004995385,0.83327144,0.00020606659,0.00055196485,0.00025111064,0.042062107,0.040929243,0.00003932777,0.0028316053,0.04403095,0.00067027024],"about_ca_topic_score_codex":0.0011138651,"about_ca_topic_score_gemma":0.000070172704,"teacher_disagreement_score":0.15605582,"about_ca_system_score_codex":0.00002027835,"about_ca_system_score_gemma":0.00007008366,"threshold_uncertainty_score":0.18290958},"labels":[],"label_agreement":null},{"id":"W3177073449","doi":"10.51437/jgns.v1i1.12","title":"Equity in Global Neurosurgery Publications: Breaking Down Barriers in Discourse","year":2021,"lang":"en","type":"article","venue":"JOURNAL OF GLOBAL NEUROSURGERY","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Neurosurgery; Global health; Equity (law); Medicine; Political science; Commission; Health care; Public relations; Psychology; Psychiatry; Law","score_opus":0.030182621074375037,"score_gpt":0.3674702527306665,"score_spread":0.3372876316562915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177073449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734736,0.0020755646,0.000046146124,0.0147465505,0.0034493364,0.00020778962,0.00008706592,0.00004053291,0.0058734086],"genre_scores_gemma":[0.9907713,0.00068880705,0.00011772333,0.007951865,0.00036125924,0.0000072192797,0.000013469081,0.000021510825,0.0000668419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943453,0.00048006457,0.0022654051,0.000511768,0.0011451142,0.0012523464],"domain_scores_gemma":[0.9963438,0.00044498686,0.0007831281,0.0005304238,0.0005554112,0.0013422321],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002242356,0.00036015428,0.0012296808,0.00033607602,0.000098646495,0.00014055261,0.0002560175,0.00023827242,0.00014005204],"category_scores_gemma":[0.0066809924,0.000342343,0.00059961673,0.0034061356,0.0001616592,0.00067103206,0.00020737863,0.0008115965,0.000016781622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072577264,0.00056099583,0.96508956,0.00013001687,0.000024496552,0.008236976,0.000017448598,0.000099957004,0.000320911,0.0009786297,0.0155141475,0.00830109],"study_design_scores_gemma":[0.0016986362,0.0001041902,0.9755638,0.0006132763,0.0000492225,0.00836204,0.00022597097,0.00008538754,0.00005534949,0.00092544797,0.012057411,0.00025924973],"about_ca_topic_score_codex":0.00014614164,"about_ca_topic_score_gemma":0.00023340865,"teacher_disagreement_score":0.0172977,"about_ca_system_score_codex":0.0012189521,"about_ca_system_score_gemma":0.00461745,"threshold_uncertainty_score":0.99990284},"labels":[],"label_agreement":null},{"id":"W3177301262","doi":"10.51437/jgns.v1i1.29","title":"A Seat at the Table: Representation of Global Neurosurgery in the G4 Alliance","year":2021,"lang":"en","type":"article","venue":"JOURNAL OF GLOBAL NEUROSURGERY","topic":"Global Health and Surgery","field":"Medicine","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":"Korle Bu Neuroscience Foundation","funders":"","keywords":"Alliance; Grassroots; Outreach; Public relations; Civil society; Global health; Political science; Health care; Medicine; Business; Law","score_opus":0.03035820314527854,"score_gpt":0.3274151577299232,"score_spread":0.29705695458464465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177301262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973547,0.00433683,0.000020251247,0.016833834,0.0026667954,0.00024642993,0.000086941734,0.000012655401,0.002249273],"genre_scores_gemma":[0.9856111,0.0016867798,0.000037449303,0.012082343,0.0003729556,0.000005482351,0.00000966652,0.000013819155,0.00018042933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99519545,0.00083037105,0.0016224836,0.0003333971,0.0013423922,0.0006759206],"domain_scores_gemma":[0.99629366,0.0011844179,0.00094704214,0.0006490961,0.00061801623,0.00030774807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017398777,0.00025813762,0.0008787711,0.000040823106,0.00013905429,0.00005866158,0.00027689678,0.00013280228,0.000076173055],"category_scores_gemma":[0.0031512491,0.00016027282,0.0005716608,0.0025621734,0.00018894342,0.00023297276,0.000113059774,0.00048957294,0.000013909241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013027751,0.00037768926,0.8693755,0.00011459598,0.000038302605,0.0044592335,0.000027983402,0.00015887842,0.0012984998,0.00021737008,0.120375685,0.002253441],"study_design_scores_gemma":[0.001069422,0.00016198297,0.95686996,0.0002948087,0.000104499246,0.012090713,0.00024325414,0.000054914857,0.00059399405,0.00032039196,0.028061027,0.00013504982],"about_ca_topic_score_codex":0.00010262156,"about_ca_topic_score_gemma":0.00009914454,"teacher_disagreement_score":0.09231466,"about_ca_system_score_codex":0.00035414827,"about_ca_system_score_gemma":0.0012556216,"threshold_uncertainty_score":0.6535736},"labels":[],"label_agreement":null},{"id":"W3178421815","doi":"10.1186/s40900-021-00270-5","title":"Community engagement and involvement in Ghana: conversations with community stakeholders to inform surgical research","year":2021,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"H2020 European Research Council; Department of Health and Social Care; National Institute for Health and Care Research; Government of the United Kingdom","keywords":"Community engagement; Public relations; Context (archaeology); Unit (ring theory); Empowerment; Community health; Local community; Officer; Community-based participatory research; Relevance (law); Nursing; Medicine; Participatory action research; Public health; Political science; Sociology; Psychology; Geography","score_opus":0.5776714880845626,"score_gpt":0.4568205517497986,"score_spread":0.12085093633476401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178421815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771571,0.00062327174,0.000026850388,0.011321058,0.00006252622,0.0021005548,0.000022340017,0.000040359115,0.008645904],"genre_scores_gemma":[0.99507064,0.001241796,0.00072070386,0.0013051982,0.00005098946,0.000436476,0.00025134697,0.000025537911,0.0008973155],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9883401,0.006971017,0.000619519,0.00041581233,0.0021374363,0.0015161451],"domain_scores_gemma":[0.9949507,0.0019474382,0.000044653494,0.00090945675,0.0010100735,0.0011376707],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0399173,0.00025767193,0.00047831982,0.0008987018,0.0030358247,0.00018522935,0.00022759462,0.00011469058,0.00020004442],"category_scores_gemma":[0.00072702114,0.00022427565,0.00004708657,0.0018729563,0.0005335478,0.00018740562,0.0014783503,0.004648818,0.000028500774],"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":[0.0054805805,0.0144918375,0.6165838,0.013349076,0.0011398246,0.0031267505,0.14926784,0.00009943544,0.0016029559,0.038429923,0.074806534,0.08162142],"study_design_scores_gemma":[0.01021673,0.005215798,0.13312078,0.001971417,0.000053915886,0.000032894215,0.57088256,0.0003540005,0.0017903409,0.0011249227,0.27465504,0.0005815864],"about_ca_topic_score_codex":0.007189382,"about_ca_topic_score_gemma":0.009146422,"teacher_disagreement_score":0.48346305,"about_ca_system_score_codex":0.00096182694,"about_ca_system_score_gemma":0.0008426202,"threshold_uncertainty_score":0.99942183},"labels":[],"label_agreement":null},{"id":"W3179475626","doi":"10.21203/rs.3.rs-690817/v1","title":"Community Stakeholder-Driven Technology Solutions Towards Rural Health Equity: A Concept Mapping Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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","funders":"University of British Columbia","keywords":"Health equity; Stakeholder; Knowledge management; Equity (law); Digital health; Business; Health care; Health technology; Public relations; Citizen journalism; Political science; Economic growth; Computer science; Economics; World Wide Web","score_opus":0.45151819817110217,"score_gpt":0.5137583744025861,"score_spread":0.062240176231483924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179475626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93764484,0.008972232,0.0003442505,0.04229534,0.0009303657,0.0060899183,0.00041846605,0.00049045606,0.002814156],"genre_scores_gemma":[0.99572617,0.00089409505,0.00037399397,0.0005618443,0.00026587333,0.0005909618,0.0009652477,0.000054318156,0.0005675128],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9894453,0.0040438515,0.0009876678,0.0006760067,0.0021650526,0.002682087],"domain_scores_gemma":[0.9938587,0.00037037762,0.00022118661,0.002400664,0.0020254394,0.0011236581],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008082333,0.00040854712,0.0014889564,0.0013088483,0.0018093165,0.00016351051,0.00077003764,0.00072083744,0.00022707366],"category_scores_gemma":[0.0023278398,0.00040286922,0.00028853392,0.0018433541,0.00062982534,0.000069574635,0.007616102,0.0103825135,0.00004561883],"study_design_candidate":"qualitative","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":[0.001000071,0.02480044,0.2910298,0.040590707,0.002182471,0.004514627,0.08852009,0.00031952705,0.0002957854,0.0031396889,0.14650214,0.39710465],"study_design_scores_gemma":[0.0045819934,0.0057267975,0.30784252,0.0136746215,0.000085448475,0.00026501965,0.6470366,0.0007468141,0.00003912112,0.002424776,0.01668008,0.0008962059],"about_ca_topic_score_codex":0.01887778,"about_ca_topic_score_gemma":0.0030932021,"teacher_disagreement_score":0.5585165,"about_ca_system_score_codex":0.0026861038,"about_ca_system_score_gemma":0.012348029,"threshold_uncertainty_score":0.99984235},"labels":[],"label_agreement":null},{"id":"W3182167472","doi":"10.3389/fpubh.2021.655021","title":"COVID-19 Pandemic as an Excellent Opportunity for Global Health Diplomacy","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Global health; Diplomacy; Political science; Pandemic; Multilateralism; Economic growth; Solidarity; Development economics; Health care; Politics; Economics; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.12039759708789928,"score_gpt":0.429863968111153,"score_spread":0.30946637102325375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182167472","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":[0.16527307,0.020841472,0.12439295,0.6610313,0.009219263,0.00603293,0.0009767183,0.00094479864,0.01128749],"genre_scores_gemma":[0.5524141,0.007669217,0.0154260155,0.42063594,0.0005336292,0.00021781257,0.0020023682,0.00005555766,0.0010453168],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99469286,0.0008415095,0.0011312482,0.0007734027,0.0005552687,0.002005713],"domain_scores_gemma":[0.98784935,0.00012002204,0.00031588407,0.00070132146,0.00022670516,0.010786716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005115676,0.00028449675,0.0010720639,0.00022581196,0.00039581288,0.000048040773,0.00019072369,0.00021976941,0.00016438222],"category_scores_gemma":[0.003749331,0.0002892929,0.00017558708,0.00086361053,0.000103883416,0.00021373593,0.000067733454,0.00042458478,0.000008679177],"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":true,"study_design_scores_codex":[0.00029491616,0.00091132056,0.42417508,0.001610163,0.00003841721,0.000120478275,0.00067992526,0.0000024626413,3.035909e-7,0.006452127,0.37885323,0.18686157],"study_design_scores_gemma":[0.0036636994,0.0009061382,0.042408668,0.00008748039,0.0000064483797,0.00037538086,0.0035589843,0.0005002294,3.8135235e-7,0.013902389,0.93435585,0.00023433847],"about_ca_topic_score_codex":0.0023406113,"about_ca_topic_score_gemma":0.00073903776,"teacher_disagreement_score":0.55550265,"about_ca_system_score_codex":0.0067211553,"about_ca_system_score_gemma":0.086209744,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W3184701672","doi":"10.3389/fpubh.2021.640204","title":"Assessment of Global Health Education: The Role of Multiple-Choice Questions","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Ben-Gurion University of the Negev","keywords":"Curriculum; Medical education; Standardization; Multiple choice; Curriculum-based measurement; Quality (philosophy); Reliability (semiconductor); Index (typography); Medicine; Test (biology); Psychology; Mathematics education; Curriculum development; Computer science; Pedagogy; Significant difference; Curriculum mapping","score_opus":0.020576483178730374,"score_gpt":0.3736556070930567,"score_spread":0.3530791239143263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184701672","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":[0.3203433,0.07706818,0.015843201,0.5372846,0.009703476,0.0031134964,0.0004643168,0.00013210885,0.036047306],"genre_scores_gemma":[0.9748772,0.0011535145,0.014598387,0.00899181,0.0001278118,0.000040360737,0.00010163716,0.000008632897,0.000100671234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973937,0.0004979622,0.00085985754,0.00024649207,0.00040969608,0.0005922739],"domain_scores_gemma":[0.99798155,0.00018489467,0.00035527747,0.0004965488,0.00036493034,0.0006167809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016784611,0.00011481076,0.0005762296,0.00010022167,0.00011176623,0.0000096706535,0.00012175643,0.000077217665,0.000027848364],"category_scores_gemma":[0.0012046706,0.00009485194,0.00009330346,0.0010653422,0.000098192526,0.00007943598,0.00003956296,0.00026353,9.1043535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008325124,0.00067896966,0.832032,0.00033750685,0.0000202619,8.686211e-7,0.0001336657,0.000003572782,0.0000011537625,0.012378731,0.03867008,0.115734845],"study_design_scores_gemma":[0.0004305096,0.00011673622,0.7859718,0.00018421178,0.000004060187,0.000020764464,0.00270366,0.00050218264,0.0000020502105,0.0008257331,0.20919295,0.000045345892],"about_ca_topic_score_codex":0.004480157,"about_ca_topic_score_gemma":0.000764658,"teacher_disagreement_score":0.6545339,"about_ca_system_score_codex":0.0013264237,"about_ca_system_score_gemma":0.03669111,"threshold_uncertainty_score":0.96876997},"labels":[],"label_agreement":null},{"id":"W3185437130","doi":"10.21203/rs.3.rs-90818/v1","title":"Health Research Priority Setting in Uganda: A Qualitative Study Describing and Evaluating the Processes","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Qualitative research; Regional science; Political science; Management science; Geography; Sociology; Social science; Economics","score_opus":0.6067494415789093,"score_gpt":0.6396750623905331,"score_spread":0.03292562081162376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185437130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93728757,0.010084671,0.000015126852,0.04332865,0.00008767146,0.008635844,0.000046097764,0.000063915875,0.00045046982],"genre_scores_gemma":[0.99691886,0.0009691732,0.0004718115,0.000305767,0.0003262092,0.0008387761,0.000056153123,0.00004729423,0.00006598527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9731682,0.017296935,0.0010980687,0.001372146,0.0048400024,0.00222467],"domain_scores_gemma":[0.9840338,0.010715825,0.00020742926,0.00078213005,0.0033181515,0.0009426499],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08996803,0.00030266788,0.0009856978,0.0007271171,0.0012178901,0.00025118946,0.00037259323,0.00023757694,0.000015186934],"category_scores_gemma":[0.05166647,0.00021837394,0.00007580443,0.002502875,0.0004213412,0.00008982098,0.0020384178,0.00787221,0.000018404851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022987963,0.0010961079,0.21074267,0.039958067,0.00011000603,0.00041412943,0.67990905,0.000013729349,0.00003900615,0.00017292153,0.0029340535,0.062311452],"study_design_scores_gemma":[0.0024969068,0.006463263,0.15094939,0.01542392,0.000021615497,0.000028244142,0.81635046,0.002406243,0.000017482194,0.005144594,0.0003625844,0.00033532028],"about_ca_topic_score_codex":0.009664701,"about_ca_topic_score_gemma":0.0020680376,"teacher_disagreement_score":0.13644138,"about_ca_system_score_codex":0.0012490795,"about_ca_system_score_gemma":0.015250852,"threshold_uncertainty_score":0.99693},"labels":[],"label_agreement":null},{"id":"W3186967431","doi":"10.1136/bmjopen-2020-044160","title":"Assessment of surgical capacity in Chiapas, Mexico: a cross-sectional study of the public and private sector","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"University of Alberta","funders":"Stryker","keywords":"Medicine; Workforce; Private sector; Public sector; Public health; Cross-sectional study; Health care; Environmental health; Nursing; Economic growth","score_opus":0.14797150398192455,"score_gpt":0.44353133918686083,"score_spread":0.2955598352049363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186967431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381924,0.000022733131,0.0000012271465,0.0008442648,0.00016864223,0.0022091048,0.000017636896,0.0000029020575,0.0029142308],"genre_scores_gemma":[0.99942285,0.0000051076736,0.00011222851,0.00018264727,0.000027792676,0.00010319049,0.0000053923586,0.0000040808814,0.00013671238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986954,0.00020982491,0.00041556772,0.00016955528,0.00035091952,0.00015873098],"domain_scores_gemma":[0.9992909,0.00009918099,0.00011436247,0.0002721399,0.00012494475,0.00009848314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013014479,0.00006155498,0.00030831053,0.00003378746,0.000043436234,0.000027881828,0.00010433024,0.00004757065,0.00015547383],"category_scores_gemma":[0.0001498853,0.00004124744,0.00003994583,0.00027346727,0.000055607434,0.00006461463,0.0002775685,0.00014454004,5.470551e-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":[0.00012532942,0.00076869165,0.9973294,0.00012571283,0.000026136791,0.000039907165,0.000071415154,0.0000020215941,0.000099234705,0.0012650469,0.00010169168,0.000045390323],"study_design_scores_gemma":[0.0024751397,0.00013734649,0.99589455,0.0000621689,0.0000062279787,0.000105191015,0.00011677478,0.000058620153,0.00010189952,0.000081959886,0.00092188566,0.000038264334],"about_ca_topic_score_codex":0.00064924784,"about_ca_topic_score_gemma":0.00075559644,"teacher_disagreement_score":0.0056035896,"about_ca_system_score_codex":0.000051913856,"about_ca_system_score_gemma":0.00063860696,"threshold_uncertainty_score":0.17023294},"labels":[],"label_agreement":null},{"id":"W3191075868","doi":"10.2139/ssrn.3426076","title":"Biomedical Research Investments in Africa: An Analysis from the World RePORT Database","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health and Surgery","field":"Medicine","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 Institutes of Health Research","funders":"","keywords":"Database; Data science; Geography; Computer science","score_opus":0.050984767002718645,"score_gpt":0.38434901823477896,"score_spread":0.3333642512320603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191075868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889384,0.0028226266,0.00008107049,0.005837206,0.00020587066,0.00026163267,0.000012201994,0.000014122592,0.0018268845],"genre_scores_gemma":[0.9943632,0.00086900854,0.00008911268,0.0008503773,0.00036663888,0.000007823961,0.00020596059,0.000014128719,0.0032337743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944184,0.00050117745,0.0005749633,0.00035098384,0.0011377081,0.0030167645],"domain_scores_gemma":[0.9982458,0.00033442336,0.00012769748,0.0006566077,0.00014192399,0.00049359625],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012389345,0.00012484216,0.0003808792,0.0007340827,0.000150953,0.000034449127,0.00026839724,0.00008025577,0.00028578116],"category_scores_gemma":[0.00047457824,0.00007887555,0.00013988826,0.002600431,0.00010171586,0.00015089236,0.00006768332,0.003581823,0.000121417914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005575804,0.0005422617,0.9802777,0.000010591536,0.00063660456,0.00091030815,0.00024625688,0.000004119791,0.00027842232,0.008421316,0.0043108603,0.0038039533],"study_design_scores_gemma":[0.0062521887,0.0016810157,0.7378636,0.00035742464,0.0009413599,0.002214264,0.015976008,0.0024446398,0.00005557352,0.11630646,0.11536778,0.0005396944],"about_ca_topic_score_codex":0.0026497566,"about_ca_topic_score_gemma":0.010011849,"teacher_disagreement_score":0.24241413,"about_ca_system_score_codex":0.0013794323,"about_ca_system_score_gemma":0.0053190286,"threshold_uncertainty_score":0.99871695},"labels":[],"label_agreement":null},{"id":"W3194271181","doi":"10.1016/j.wneu.2021.06.110","title":"Letter to the Editor: “Publics Attitudes toward Neurosurgery in Developing Countries: A pilot Study from Sultanate of Oman”","year":2021,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Neurosurgery; General surgery; Medical education; Family medicine; Surgery","score_opus":0.05545827599040413,"score_gpt":0.2980478145165285,"score_spread":0.2425895385261244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194271181","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":[0.17467901,0.0006688721,0.0000134729535,0.7922467,0.029864965,0.0018270147,0.0003295888,0.00013636157,0.00023400119],"genre_scores_gemma":[0.1371423,0.00037678977,0.000040422932,0.8329423,0.027622208,0.00024692202,0.00035864726,0.00019003525,0.0010803597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908669,0.0011136025,0.002565272,0.001616783,0.0020698488,0.0017675847],"domain_scores_gemma":[0.99105483,0.005555432,0.0007229219,0.0017426347,0.0005480096,0.00037615182],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018479123,0.0009812948,0.0025968074,0.0016165702,0.00018750581,0.0002077279,0.00060409936,0.0003870587,0.00016429709],"category_scores_gemma":[0.001909409,0.00080261537,0.00043908256,0.0029137316,0.00017785262,0.00017883093,0.0004643052,0.0035544592,0.000100570935],"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":[0.00044034203,0.00040578475,0.17918497,0.00064652314,0.000101144724,0.007658697,0.00020357533,0.000006316982,0.00003557345,0.000004578003,0.8112241,0.0000884071],"study_design_scores_gemma":[0.0005821817,0.0002458951,0.123173475,0.0010706482,0.00010873795,0.000034983368,0.000039101666,0.000004308189,0.0000682255,0.0000054386614,0.87410575,0.0005612758],"about_ca_topic_score_codex":0.0015808047,"about_ca_topic_score_gemma":0.0014559969,"teacher_disagreement_score":0.06288164,"about_ca_system_score_codex":0.00037438562,"about_ca_system_score_gemma":0.001768628,"threshold_uncertainty_score":0.99944246},"labels":[],"label_agreement":null},{"id":"W3194724832","doi":"10.1371/journal.pmed.1003749","title":"Global surgery, obstetric, and anaesthesia indicator definitions and reporting: An Utstein consensus report","year":2021,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":75,"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":"Laerdal Foundation for Acute Medicine; World Health Organization","keywords":"Medicine; Comparability; Perioperative; Health care; Workforce; Medical emergency; Surgery","score_opus":0.12736413643976852,"score_gpt":0.3416982063923613,"score_spread":0.2143340699525928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194724832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709727,0.008576598,0.000009505446,0.01449358,0.00029205566,0.00025027496,0.000017769691,0.00012309638,0.0052644107],"genre_scores_gemma":[0.9937657,0.0013395096,0.0006644166,0.0035523449,0.00026232892,0.0000162255,0.00022831463,0.000019872537,0.00015128184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967369,0.00012488096,0.0015439377,0.00056845276,0.00053322763,0.00049262104],"domain_scores_gemma":[0.9966622,0.00050646986,0.00081215985,0.0005286229,0.00029180394,0.0011987692],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012123183,0.00021845158,0.0009841131,0.00017429683,0.00015654854,0.000014848194,0.000029736279,0.0001622826,0.00011187345],"category_scores_gemma":[0.015816644,0.00018014178,0.00006315435,0.000639953,0.00033599898,0.000045090357,0.000039077506,0.00019950695,0.000006413681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000906318,0.00024297934,0.94153494,0.00037224987,0.00007172664,0.039045002,0.000117429714,4.5578474e-8,0.0002187638,0.0007680016,0.010194066,0.0073441616],"study_design_scores_gemma":[0.0013790997,0.0003734408,0.92882866,0.00075964973,0.00040686218,0.05279413,0.0011409518,0.000051309697,0.00017341113,0.0009942722,0.012836603,0.00026159585],"about_ca_topic_score_codex":0.00021370135,"about_ca_topic_score_gemma":0.000053497835,"teacher_disagreement_score":0.022792997,"about_ca_system_score_codex":0.00008056612,"about_ca_system_score_gemma":0.000798974,"threshold_uncertainty_score":0.99247354},"labels":[],"label_agreement":null},{"id":"W3196818581","doi":"10.1186/s13017-021-00393-w","title":"A pandemic recap: lessons we have learned","year":2021,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Foothills Medical Centre","funders":"","keywords":"Multidisciplinary approach; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; White paper; Panel discussion; Public relations; Medicine; 2019-20 coronavirus outbreak; Global health; Economic growth; Political science; Outbreak; Business; Law; Infectious disease (medical specialty); Economics","score_opus":0.12292545724050825,"score_gpt":0.3828065285631153,"score_spread":0.25988107132260707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196818581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8081254,0.08333426,0.00013434197,0.07818643,0.013729561,0.00016407794,0.000014018995,0.000068611575,0.016243352],"genre_scores_gemma":[0.9215129,0.056199025,0.00025899286,0.0016981147,0.0013112536,0.000003413596,0.000013278463,0.000039316197,0.018963726],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688315,0.00021702412,0.001452494,0.00022741593,0.0005891666,0.000630753],"domain_scores_gemma":[0.9972859,0.00043679454,0.0005586498,0.00031590328,0.00071371486,0.0006890441],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017202038,0.0002025714,0.0008954022,0.00052423065,0.00010662438,0.000010288219,0.000084248364,0.000100385194,0.004102494],"category_scores_gemma":[0.0013708347,0.00017438235,0.00083986094,0.0009127912,0.000032024524,0.00013674697,0.000033813532,0.0006625029,0.00006898266],"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":[0.0004460769,0.0002933088,0.54446954,0.00023903044,0.00017061537,0.0026513832,0.000115370625,0.0000059703075,0.0017236944,0.00013963268,0.38152465,0.068220705],"study_design_scores_gemma":[0.00077836367,0.0000819759,0.1070941,0.0012835639,0.00023733561,0.002559492,0.0004921117,0.000019350962,0.0010651224,0.0027382732,0.88331544,0.00033484813],"about_ca_topic_score_codex":0.00002546654,"about_ca_topic_score_gemma":0.00016964333,"teacher_disagreement_score":0.5017908,"about_ca_system_score_codex":0.00011342919,"about_ca_system_score_gemma":0.00134528,"threshold_uncertainty_score":0.9968079},"labels":[],"label_agreement":null},{"id":"W3196823170","doi":"10.1186/s12992-021-00733-0","title":"The World Health Organization and the global standardization of medical training, a history","year":2021,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Associated Medical Services","keywords":"Standardization; Accreditation; International health; Political science; Global health; Public relations; Work (physics); Public health; Health policy; Health care; Medical education; Medicine; Public administration; Law; Nursing","score_opus":0.03159981230030329,"score_gpt":0.34955161855071476,"score_spread":0.3179518062504115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196823170","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":[0.009286512,0.14268894,0.06639231,0.7661463,0.0019234128,0.0017252635,0.000112967646,0.00018886573,0.011535447],"genre_scores_gemma":[0.8389352,0.06756399,0.00061774487,0.09144782,0.000286856,0.000011719515,0.00040328,0.000024848476,0.0007085546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979093,0.00033559828,0.0005761482,0.00020346811,0.00066522654,0.00031026636],"domain_scores_gemma":[0.9986226,0.00010652859,0.00027426096,0.00018205836,0.00034135344,0.00047318471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023512894,0.000104005216,0.00037379237,0.000032257492,0.00037498338,0.000024308432,0.000053387634,0.00007052707,0.00010271387],"category_scores_gemma":[0.0008520595,0.00006620091,0.000031472442,0.0006658292,0.0002639379,0.000041033487,0.000043167478,0.000107465974,0.0000010195328],"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":[0.00017995982,0.00006068816,0.04533741,0.0005159107,0.00003097496,0.0000055713194,0.0015776907,0.0000063495595,1.8486341e-7,0.8423691,0.06475774,0.04515846],"study_design_scores_gemma":[0.004903758,0.00015247236,0.08384593,0.00042421004,0.00003289662,0.00036533625,0.0015631733,0.0017541335,0.0000027277854,0.0028788631,0.9039584,0.000118138436],"about_ca_topic_score_codex":0.0004376779,"about_ca_topic_score_gemma":0.0024445534,"teacher_disagreement_score":0.8394902,"about_ca_system_score_codex":0.0006384103,"about_ca_system_score_gemma":0.0053181495,"threshold_uncertainty_score":0.9434169},"labels":[],"label_agreement":null},{"id":"W3198142951","doi":"10.1016/j.wneu.2021.08.091","title":"Educating the Next Generation of Global Neurosurgeons: Competencies, Skills, and Resources for Medical Students Interested in Global Neurosurgery","year":2021,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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":"Neurosurgery; Medicine; Global health; Medical education; Nursing; Public health; Surgery","score_opus":0.08623913585816614,"score_gpt":0.38603140223697086,"score_spread":0.29979226637880474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198142951","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":[0.09342793,0.8979872,0.0000045328643,0.0012776715,0.004883986,0.0019283892,0.00029103208,0.000072310555,0.00012693733],"genre_scores_gemma":[0.015235242,0.9768922,0.000047839825,0.0060272487,0.0008646136,0.00033375976,0.00029148097,0.000092620874,0.00021501351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910774,0.0014549714,0.0033117144,0.001272226,0.0016875096,0.0011961383],"domain_scores_gemma":[0.99215686,0.004669227,0.0011960455,0.00095747976,0.00024996832,0.0007704439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029586926,0.0008646927,0.00414587,0.00036735993,0.00024253997,0.00025746413,0.0006091812,0.0004312625,0.000046215035],"category_scores_gemma":[0.007163224,0.0006560497,0.0011184202,0.002844216,0.00038601563,0.00013495525,0.0005651419,0.0009521178,0.0000046512514],"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":[0.00014485086,0.0018418864,0.27753487,0.01958127,0.0001940408,0.0010602308,0.00004999975,0.0000017484626,0.0000048161364,0.0004100279,0.037228998,0.66194725],"study_design_scores_gemma":[0.00068318716,0.00010938375,0.037611358,0.022067497,0.0005469625,0.0018369642,0.000043253374,0.00006950544,0.000001034396,0.000015956615,0.9364781,0.0005368118],"about_ca_topic_score_codex":0.00018821354,"about_ca_topic_score_gemma":0.00065456977,"teacher_disagreement_score":0.8992491,"about_ca_system_score_codex":0.00034277717,"about_ca_system_score_gemma":0.0027323964,"threshold_uncertainty_score":0.9995891},"labels":[],"label_agreement":null},{"id":"W3198280005","doi":"10.1007/s12630-021-02097-w","title":"Videoconferencing as a tool to improve access to regional anesthesia in remote community hospitals","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Victoria Hospital; St. Paul's Hospital","funders":"","keywords":"Videoconferencing; Medicine; Medical emergency; Computer science; Multimedia","score_opus":0.027846822157167887,"score_gpt":0.2777692010194517,"score_spread":0.2499223788622838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198280005","genre_codex":"empirical","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":[0.5260544,0.0006654801,0.000006358355,0.47191098,0.00038465078,0.00064184295,0.000008882327,0.000010962074,0.000316469],"genre_scores_gemma":[0.23178433,0.0001837399,0.0011915637,0.7569087,0.0073349476,0.00002306486,0.00012210257,0.0003355817,0.0021159642],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99042255,0.0011016749,0.0028603715,0.00069454586,0.0016640641,0.0032567983],"domain_scores_gemma":[0.9856491,0.0004743336,0.0014027538,0.0011727633,0.0028045108,0.008496554],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004490418,0.0011266877,0.002924191,0.0041143983,0.00080366083,0.0009794986,0.001993217,0.001564734,0.0004418534],"category_scores_gemma":[0.0019518257,0.0011046045,0.00093905616,0.0018884703,0.0001953219,0.0006449951,0.000053202766,0.010435243,0.0000848917],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023494662,0.00002512261,0.0021672782,0.0002640713,0.00008179659,0.60578835,0.0009139359,0.000032586126,0.000009782738,0.000012624234,0.386889,0.0035804675],"study_design_scores_gemma":[0.00079529866,0.0015366687,0.011826145,0.0033513678,0.0001498332,0.6269642,0.00052225916,0.0000036772735,0.000017133636,0.00026293864,0.35387495,0.0006955294],"about_ca_topic_score_codex":0.13686137,"about_ca_topic_score_gemma":0.071494214,"teacher_disagreement_score":0.29427007,"about_ca_system_score_codex":0.0055571236,"about_ca_system_score_gemma":0.044658422,"threshold_uncertainty_score":0.9997314},"labels":[],"label_agreement":null},{"id":"W3198462265","doi":"10.1016/s1470-2045(21)00374-0","title":"Transforming Canada's role in global cancer control","year":2021,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Hospital for Sick Children; Canadian Partnership Against Cancer; Queen's University; University of Toronto; Centre for Global Health Research; St. Michael's Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Framing (construction); Political science; Corporate governance; Equity (law); Global governance; Global health; Public relations; Work (physics); Economic growth; Politics; Health equity; Public administration; Health care; Engineering; Management; Economics; Law","score_opus":0.053711964667115544,"score_gpt":0.41256117152722743,"score_spread":0.3588492068601119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198462265","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":[0.000058306396,0.97695374,0.0000031400152,0.0066173566,0.0009451311,0.00083536777,0.0002958822,0.000017068767,0.014273995],"genre_scores_gemma":[0.0003973341,0.9893817,0.000010367918,0.008621842,0.0010711481,0.0002647244,0.0000651771,0.000015303202,0.00017245347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977599,0.00044268867,0.0005584159,0.0002560034,0.00019125069,0.00079179223],"domain_scores_gemma":[0.99890995,0.00038780298,0.00015376437,0.0003095388,0.000050117902,0.00018881161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006934365,0.00023874546,0.003462821,0.000029259236,0.000047546386,0.0000046728255,0.0001833136,0.0003354023,0.00019227156],"category_scores_gemma":[0.00010151676,0.00014721564,0.0002109409,0.0003328328,0.000046449488,0.000010646,0.00002013704,0.0006671858,0.000007759388],"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":[0.000067143075,0.000029983225,0.00047698076,0.00443706,0.00009623669,0.0006601505,0.000016593272,0.0000011534946,3.7113598e-8,0.000362915,0.013405441,0.9804463],"study_design_scores_gemma":[0.0011634366,0.000047645663,0.00015613508,0.004537768,0.00042550667,0.00043959642,0.000039294555,0.000004665967,3.7714205e-8,0.000020246025,0.99304825,0.000117391835],"about_ca_topic_score_codex":0.45453942,"about_ca_topic_score_gemma":0.9072831,"teacher_disagreement_score":0.9803289,"about_ca_system_score_codex":0.0027718015,"about_ca_system_score_gemma":0.017921822,"threshold_uncertainty_score":0.9876456},"labels":[],"label_agreement":null},{"id":"W3201608154","doi":"10.1177/00219096211039539","title":"India’s Health Diplomacy as a Soft Power Tool towards Africa: Humanitarian and Geopolitical Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Asian and African Studies","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Soft power; Diplomacy; Geopolitics; Foreign policy; Humanitarian crisis; Political science; International relations; Leverage (statistics); Hard power; Global health; Economic growth; Health care; Development economics; China; Politics; Economics; Law","score_opus":0.027885426085940645,"score_gpt":0.3458273224936938,"score_spread":0.31794189640775317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201608154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724593,0.05206797,0.000048317906,0.04157727,0.00024991878,0.00016328758,0.000030252468,0.000020822594,0.03338287],"genre_scores_gemma":[0.9943842,0.0021597585,0.00047879107,0.002319963,0.00017584834,0.0000016832965,0.0000017398247,0.000008883683,0.00046911283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825186,0.00010580679,0.0006138726,0.00019255478,0.000372239,0.00046368112],"domain_scores_gemma":[0.9985377,0.00012254925,0.00023780325,0.00012627705,0.00037610286,0.00059952284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056882214,0.00016275662,0.00104039,0.00029271728,0.00020448038,0.00003682907,0.000037750866,0.00004995743,0.000047012123],"category_scores_gemma":[0.0006912908,0.000119260694,0.00020892703,0.00048902555,0.00019519596,0.000081135855,0.0000746468,0.0002811154,0.0000025481856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028554907,0.0031322748,0.4935615,0.0028102328,0.031734698,0.019878676,0.12426821,0.0000013213581,0.00010911899,0.09863467,0.08482775,0.13818607],"study_design_scores_gemma":[0.0018868719,0.0019210435,0.8460258,0.00029914686,0.001497951,0.0021025122,0.09223006,0.0000038701637,0.000014163174,0.0056049107,0.04815358,0.00026008172],"about_ca_topic_score_codex":0.000029647656,"about_ca_topic_score_gemma":0.000022020353,"teacher_disagreement_score":0.35246432,"about_ca_system_score_codex":0.00011358056,"about_ca_system_score_gemma":0.0007290923,"threshold_uncertainty_score":0.48633102},"labels":[],"label_agreement":null},{"id":"W3201735946","doi":"10.1002/ijgo.13965","title":"A ketamine package for use in emergency cesarean delivery when no anesthetist is available: An analysis of 401 consecutive operations","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Health and Surgery","field":"Medicine","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":"Grand Challenges Canada; Korea International Cooperation Agency; Wellcome Trust; Department for International Development; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Ketamine; Medicine; Nurse anesthetist; Anesthesia; Emergency medicine; Cesarean delivery; Adverse effect; Medical emergency; Pregnancy; Internal medicine","score_opus":0.03507665765864412,"score_gpt":0.32221419290060466,"score_spread":0.2871375352419605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201735946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939255,0.0012553141,0.00062351476,0.0012986333,0.0019988844,0.00016127736,0.00039556544,0.000004944198,0.0003363604],"genre_scores_gemma":[0.98986185,0.0021220075,0.00399994,0.0018448378,0.00010240482,0.000007213795,0.00030653607,0.000013494133,0.0017417277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977889,0.0001437115,0.0011744739,0.00021338082,0.00042833868,0.0002511904],"domain_scores_gemma":[0.9919896,0.0018283512,0.00043452135,0.0001982925,0.005331763,0.00021745173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049379136,0.00013339921,0.0006381351,0.0012466228,0.000043623204,0.000021359932,0.00019535708,0.00015236063,0.0021992899],"category_scores_gemma":[0.008048152,0.0001265382,0.00031973876,0.0009001955,0.000065660184,0.00027258878,0.000038472816,0.00022931064,0.000015145864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006339781,0.0015564152,0.97160304,0.000049669718,0.0019967002,0.0023615116,0.0006562427,0.00017296839,0.0011097494,0.00034505408,0.016556436,0.0029582267],"study_design_scores_gemma":[0.008760959,0.0023100758,0.9029919,0.00020335866,0.002956979,0.0012054185,0.0014570946,0.018525153,0.0021208627,0.00025012117,0.05875776,0.00046031328],"about_ca_topic_score_codex":0.00020854837,"about_ca_topic_score_gemma":0.00096085505,"teacher_disagreement_score":0.068611145,"about_ca_system_score_codex":0.0003226693,"about_ca_system_score_gemma":0.0008869165,"threshold_uncertainty_score":0.99871284},"labels":[],"label_agreement":null},{"id":"W3202294851","doi":"10.1186/s42522-021-00050-x","title":"South-to-south mentoring as a vehicle for implementing sustainable health security in Africa","year":2021,"lang":"en","type":"article","venue":"One Health Outlook","topic":"Global Health and Surgery","field":"Medicine","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":"International Political Science Association; Carleton University; International Federation on Ageing","funders":"Government of Canada","keywords":"Mentorship; Biosecurity; Sustainability; Public relations; Political science; Global health; Health policy; Health care; Medical education; Medicine","score_opus":0.04211358863154757,"score_gpt":0.3503944323305791,"score_spread":0.3082808436990315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202294851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81985915,0.010020314,0.0007363042,0.1470781,0.0007991607,0.0074058464,0.00018523478,0.00034958476,0.013566319],"genre_scores_gemma":[0.96601945,0.000109798086,0.0022691689,0.024791485,0.00032236404,0.00029633287,0.00009092399,0.000053465672,0.0060470044],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945636,0.00019804436,0.0010326246,0.0006407388,0.00047756464,0.0030874643],"domain_scores_gemma":[0.99726284,0.00013296423,0.00026617432,0.00044773318,0.00029273808,0.0015975711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035221425,0.00023308331,0.0008726338,0.00025583865,0.00048746043,0.000039292732,0.000088743036,0.00009672808,0.00011309385],"category_scores_gemma":[0.0006184457,0.00025934412,0.000137819,0.00078612665,0.00001730769,0.00008612646,0.00014638867,0.00035931478,0.00006915939],"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":[0.0069184974,0.005014604,0.30734232,0.061717972,0.0003393113,0.0014044822,0.3673446,0.000048440725,0.00033474778,0.06055544,0.121820204,0.06715938],"study_design_scores_gemma":[0.009002025,0.0022572223,0.033480927,0.0015854533,0.00003935853,0.000049625844,0.064273745,0.00036166536,0.00033193195,0.0025152592,0.88547283,0.0006299386],"about_ca_topic_score_codex":0.002996867,"about_ca_topic_score_gemma":0.0004240916,"teacher_disagreement_score":0.7636526,"about_ca_system_score_codex":0.0015120957,"about_ca_system_score_gemma":0.0055600195,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W3203994664","doi":"10.9745/ghsp-d-21-00540","title":"What Potential Authors Should Know About Publishing in <i>Global Health: Science and Practice</i>","year":2021,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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; University of Alberta","funders":"","keywords":"Publishing; Health science; Library science; Engineering ethics; Medical education; Political science; Medicine; Computer science; Engineering; Law","score_opus":0.04379001215724523,"score_gpt":0.44629441954035065,"score_spread":0.40250440738310544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203994664","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":[0.00063618744,0.10104431,0.00003858913,0.26539195,0.6212974,0.0016662526,0.00029785454,0.00012764051,0.009499789],"genre_scores_gemma":[0.012973744,0.39893886,0.011505018,0.21726637,0.3582226,0.00012715907,0.00047160193,0.000092821865,0.00040181534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9797471,0.00090474007,0.0020064213,0.0031000932,0.010093561,0.004148076],"domain_scores_gemma":[0.973922,0.003688558,0.0028152412,0.0015609884,0.010484039,0.007529179],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","scholarly_communication"],"category_scores_codex":[0.06695966,0.00079728075,0.0017151405,0.0005361574,0.002655803,0.0064667882,0.0010030363,0.0010938406,0.000015810949],"category_scores_gemma":[0.12485826,0.00076928816,0.00010679261,0.009252769,0.0030526917,0.022524087,0.0010811497,0.0033150911,0.00002209251],"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":true,"study_design_scores_codex":[0.0014643081,0.00035954438,0.00038135462,0.0012536398,0.000016822712,0.00051661633,0.0003466685,0.0000034277157,0.0000024229819,0.0010183966,0.82455724,0.17007953],"study_design_scores_gemma":[0.0015268995,0.00087559834,0.0038111566,0.0029861904,0.000087351946,0.0034413517,0.0063466444,0.0001904407,6.581041e-7,0.00022893175,0.9799764,0.0005283439],"about_ca_topic_score_codex":0.023456149,"about_ca_topic_score_gemma":0.0016708277,"teacher_disagreement_score":0.29789454,"about_ca_system_score_codex":0.008698475,"about_ca_system_score_gemma":0.14078534,"threshold_uncertainty_score":0.99966043},"labels":[],"label_agreement":null},{"id":"W3204664078","doi":"10.7916/thejgh.v4i2.5268","title":"Global health curricula in medical schools","year":2020,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Laurentian University; NOSM University","funders":"","keywords":"Curriculum; Workforce; Medical education; Process (computing); Medicine; Political science; Public relations; Pedagogy; Psychology; Computer science","score_opus":0.022640735918522874,"score_gpt":0.3796769917481616,"score_spread":0.3570362558296387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204664078","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":[0.38138703,0.0018200453,0.00077452173,0.5728086,0.00030139546,0.00046892214,0.000010132198,0.00019361112,0.042235706],"genre_scores_gemma":[0.8259917,0.00013756608,0.00036349933,0.17328648,0.00016712416,0.0000038901476,0.000011502878,0.0000033185129,0.00003492996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861044,0.000044723296,0.0003171718,0.00018269647,0.0004343237,0.00041063395],"domain_scores_gemma":[0.99813855,0.000019120773,0.000025053478,0.000089964604,0.000024364119,0.0017029324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032052133,0.000074507545,0.0002859898,0.000019620997,0.000019205529,0.0000041379444,0.000052154857,0.000078809426,0.00084982987],"category_scores_gemma":[0.00053073606,0.00005621412,0.000048830283,0.00044553232,0.000017116156,0.000026752343,0.000028321474,0.000199696,0.00032681754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012276812,0.000114523245,0.648436,0.0001581064,0.0000043884556,0.00043997506,0.000029144501,0.0000011021936,5.456653e-7,0.00468971,0.28298545,0.06301827],"study_design_scores_gemma":[0.004687342,0.000755685,0.79045534,0.0005424313,0.00000767933,0.00035867526,0.00045325016,0.0041717226,0.00000512107,0.00059634564,0.19773571,0.00023068707],"about_ca_topic_score_codex":0.0008027235,"about_ca_topic_score_gemma":0.00013696514,"teacher_disagreement_score":0.44460467,"about_ca_system_score_codex":0.00014521118,"about_ca_system_score_gemma":0.0011706775,"threshold_uncertainty_score":0.93050414},"labels":[],"label_agreement":null},{"id":"W3204951396","doi":"10.1007/s00383-021-05027-5","title":"Training low–middle-income (LMIC) pediatric surgeons in a high-income country (HIC) program","year":2021,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; General partnership; Accreditation; Curriculum; Certification; Medical education; Pediatric surgery; Specialty; Capacity building; Graduate medical education; Professional development; Developing country; Nursing; Family medicine; Political science; Surgery; Pedagogy; Psychology; Economic growth","score_opus":0.032260726008658265,"score_gpt":0.30116759611746374,"score_spread":0.2689068701088055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204951396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863539,0.0014764197,0.00002740086,0.0013655295,0.00672168,0.0004120394,0.00016259242,0.00029002983,0.0031904224],"genre_scores_gemma":[0.9898912,0.002725769,0.00048364807,0.0010299038,0.0041007255,0.00018229787,0.0007801346,0.00006205266,0.0007443129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995061,0.00018591569,0.0014795543,0.00076571014,0.0012943487,0.0012135085],"domain_scores_gemma":[0.9958309,0.0021475358,0.00036369218,0.00042200752,0.0005839489,0.00065193657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015668173,0.0004037922,0.0009607509,0.0013151595,0.00011502471,0.0000907356,0.00021537763,0.00032274245,0.0011359416],"category_scores_gemma":[0.00243026,0.0004230822,0.00042007133,0.0022680534,0.000052961772,0.00027238022,0.00012725954,0.0007212325,0.00021506687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021003328,0.0007076247,0.9873034,0.0004933877,0.000053121345,0.0025564707,0.00010664316,0.000019582449,0.0000033926335,0.00033739166,0.0026712562,0.005537703],"study_design_scores_gemma":[0.0014125534,0.00004977832,0.98725307,0.00019188508,0.00012544899,0.0005516194,0.00014244435,0.00035240056,0.0000147546025,0.00024465861,0.009170643,0.0004907415],"about_ca_topic_score_codex":0.00035496143,"about_ca_topic_score_gemma":0.00016583301,"teacher_disagreement_score":0.0064993864,"about_ca_system_score_codex":0.00047401746,"about_ca_system_score_gemma":0.0029370536,"threshold_uncertainty_score":0.9998221},"labels":[],"label_agreement":null},{"id":"W3207868947","doi":"10.1016/j.amsu.2021.102950","title":"Retrospective review of Google Trends to gauge the popularity of global surgery worldwide: A cross-sectional study","year":2021,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"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":"Popularity; Medicine; Global health; Demography; Public health; Political science; Pathology","score_opus":0.12079860326014183,"score_gpt":0.42908155129487163,"score_spread":0.3082829480347298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207868947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9269665,0.04901679,0.0000027898534,0.02175918,0.00048744894,0.00027045398,0.00010420021,0.000013518179,0.0013791271],"genre_scores_gemma":[0.97472095,0.013288284,0.000014514208,0.011405449,0.00022799421,0.000015758309,0.0000683909,0.0000108313725,0.0002478506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996216,0.0002909339,0.0016786354,0.0003806439,0.0010179323,0.0004158635],"domain_scores_gemma":[0.99609506,0.0010380002,0.0004990819,0.0005463072,0.0014548608,0.00036669738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055223843,0.00021665366,0.0018430793,0.0002017125,0.00007704149,0.0000045703773,0.00007922418,0.00009449033,0.00040967],"category_scores_gemma":[0.00532143,0.00014552887,0.00045013518,0.0018909586,0.00032247455,0.000064879074,0.00007209952,0.000204088,0.0000017915198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045955263,0.00045166115,0.8683738,0.002617801,0.00014673066,0.000106652835,0.000060953804,1.05608095e-7,0.000027719136,0.00031387492,0.12298829,0.00445285],"study_design_scores_gemma":[0.00035468655,0.00031631129,0.9878949,0.004440071,0.000100190475,0.00011945354,0.00017455805,8.220798e-7,0.00009341815,0.00022598713,0.006178739,0.000100845784],"about_ca_topic_score_codex":0.0012085492,"about_ca_topic_score_gemma":0.00013229212,"teacher_disagreement_score":0.11952111,"about_ca_system_score_codex":0.00003501933,"about_ca_system_score_gemma":0.0005570398,"threshold_uncertainty_score":0.6370633},"labels":[],"label_agreement":null},{"id":"W3208110351","doi":"","title":"The GHS Program — A Life-Changer","year":2021,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Passion; Pharmacy; Medical education; Low and middle income countries; Global health; Psychology; Political science; Medicine; Developing country; Nursing; Economic growth; Public health; Social psychology; Economics","score_opus":0.027743522868825754,"score_gpt":0.34025345468962825,"score_spread":0.3125099318208025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208110351","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":[0.3549287,0.009081764,0.000050336257,0.115646705,0.0012417049,0.0007925339,0.000002507637,0.000390846,0.51786494],"genre_scores_gemma":[0.91998786,0.00059339637,0.0012112415,0.0304315,0.00042531945,0.000085585045,0.000015313632,0.000011088334,0.047238715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994204,0.00001816666,0.000098770965,0.00008494372,0.00012304647,0.0002546662],"domain_scores_gemma":[0.9994119,0.000074976284,0.000010787016,0.00017028923,0.000087914224,0.00024417136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014522286,0.000040488674,0.000086513784,0.000007704212,0.00007662513,0.000014148573,0.000018679619,0.000031984444,0.00037447762],"category_scores_gemma":[0.00026602845,0.000021600446,0.000049541795,0.00012716051,0.000020419591,0.00001018681,0.000016727163,0.00007064359,0.00021217547],"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":[0.00012966743,0.00030236816,0.025593324,0.00010687801,0.000041075666,0.00031708236,0.00007864455,5.3249675e-8,0.00007437909,0.0068292096,0.39814043,0.56838685],"study_design_scores_gemma":[0.00022690376,0.000060598446,0.021450128,0.000015262467,0.000009252083,0.000058081972,0.00021531364,0.00005472551,0.00013496987,0.00010531297,0.9776391,0.000030380093],"about_ca_topic_score_codex":0.00002819403,"about_ca_topic_score_gemma":0.000042650157,"teacher_disagreement_score":0.57949865,"about_ca_system_score_codex":0.000011698704,"about_ca_system_score_gemma":0.0002521093,"threshold_uncertainty_score":0.41002673},"labels":[],"label_agreement":null},{"id":"W3208569234","doi":"10.9745/ghsp-d-20-00619","title":"The Development and Inclusion of Questions on Surgery in the 2018 Zambia Demographic and Health Survey","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Inclusion (mineral); Data collection; Health care; MEDLINE; Replicate; Set (abstract data type); Developing country; Surgical procedures","score_opus":0.08460667287935376,"score_gpt":0.4314570026541307,"score_spread":0.3468503297747769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208569234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85308295,0.018421229,0.000013156917,0.12696148,0.0003033204,0.0003851461,0.000016543965,0.00000912016,0.0008070238],"genre_scores_gemma":[0.9556715,0.015968429,0.00044347983,0.027874159,0.000019209816,0.0000058975397,0.000008121518,0.000002200478,0.0000069966195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728084,0.00065039383,0.00049382605,0.00030543003,0.00074501237,0.0005245065],"domain_scores_gemma":[0.99604654,0.0027643805,0.0002452273,0.0002261344,0.00030246866,0.00041523547],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.030648097,0.00009727262,0.00026069325,0.000080570215,0.002573898,0.0000487452,0.00008247868,0.000041054118,7.879329e-7],"category_scores_gemma":[0.0037382639,0.00005941075,0.0000138510195,0.0016241177,0.00044253355,0.00019285055,0.00029826138,0.00019832945,8.4211126e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000649995,0.0003553673,0.5732284,0.00041017195,0.0000086512755,0.00003524165,0.0026173159,5.697429e-7,0.0000036013023,0.0052159275,0.012050112,0.40542462],"study_design_scores_gemma":[0.00018859976,0.00017124873,0.96366465,0.00022249731,0.0000033925849,0.00037807153,0.0010107316,0.000018960543,0.0000023562263,0.00029128778,0.033999894,0.000048301386],"about_ca_topic_score_codex":0.007001465,"about_ca_topic_score_gemma":0.0112563325,"teacher_disagreement_score":0.40537632,"about_ca_system_score_codex":0.00018621975,"about_ca_system_score_gemma":0.00690704,"threshold_uncertainty_score":0.999611},"labels":[],"label_agreement":null},{"id":"W3211708353","doi":"10.3390/ijerph182211758","title":"Advancing African Medicines Agency through Global Health Diplomacy for an Equitable Pan-African Universal Health Coverage: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Bruyère; University of Ottawa; University of Toronto","funders":"","keywords":"Global health; Essential medicines; Context (archaeology); Ratification; Medicine; Economic growth; Health policy; Diplomacy; Health equity; Agency (philosophy); Political science; Public health; Environmental health; Politics; Law; Nursing; Geography; Economics","score_opus":0.15308662849803034,"score_gpt":0.5247188517452632,"score_spread":0.3716322232472329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211708353","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":[0.000047762398,0.95857227,0.0010378817,0.035724107,0.00060376275,0.002832277,0.0008043075,0.000015341593,0.00036230407],"genre_scores_gemma":[0.0010960166,0.9865089,0.0011126444,0.009225998,0.0010288391,0.00006064072,0.0008344525,0.00005370466,0.00007881138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899969,0.0017468099,0.0027313926,0.00068079465,0.0026581187,0.0021859517],"domain_scores_gemma":[0.9929331,0.00087185804,0.0020221255,0.0003940189,0.0004307281,0.003348169],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010879291,0.00046366165,0.0033487596,0.00047530254,0.0005393828,0.00012590156,0.0005932037,0.00015305037,0.00019413496],"category_scores_gemma":[0.00149807,0.0003783739,0.00051077036,0.0006495963,0.00028580753,0.00066306227,0.00033384573,0.0012021662,0.00000575781],"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":true,"study_design_scores_codex":[0.00010135757,0.00096838106,0.00010324682,0.049588207,0.00025058238,0.0001450792,0.00020148419,1.1819963e-7,1.0912449e-7,0.00052399887,0.009985429,0.938132],"study_design_scores_gemma":[0.0010789953,0.0046417546,0.00013016991,0.18512127,0.000041319807,0.0017723764,0.00078385277,0.0000025399327,3.0377368e-8,0.00029444715,0.8059454,0.00018782301],"about_ca_topic_score_codex":0.0008066133,"about_ca_topic_score_gemma":0.00017429814,"teacher_disagreement_score":0.9379442,"about_ca_system_score_codex":0.0077681206,"about_ca_system_score_gemma":0.031209923,"threshold_uncertainty_score":0.99986684},"labels":[],"label_agreement":null},{"id":"W3213778204","doi":"10.1186/s12909-021-03007-w","title":"First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"Normandie Université; Region Hovedstaden; North-West University","keywords":"Anesthesiology; Competence (human resources); Medical education; Residency training; Graduate medical education; Best practice; Medicine; Psychology; Accreditation; Political science; Anesthesia; Continuing education","score_opus":0.13317512582596977,"score_gpt":0.4962558285496864,"score_spread":0.3630807027237166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213778204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509734,0.0022067481,0.002844493,0.039257806,0.0013931815,0.0005112245,0.000049672086,0.0000221755,0.0027412882],"genre_scores_gemma":[0.9844087,0.00014746677,0.012270009,0.002114305,0.00030193682,0.00011439709,0.0003877069,0.000009577079,0.0002459236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769187,0.00026893365,0.0007538743,0.0002499335,0.0007913921,0.0002439772],"domain_scores_gemma":[0.9971378,0.0013775933,0.000187709,0.00015109753,0.0008342549,0.0003115888],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017940251,0.000098868295,0.0004746974,0.00013872814,0.00003796658,0.0000044551584,0.00009638648,0.00017169803,0.00069814996],"category_scores_gemma":[0.01622528,0.00009014713,0.00009951084,0.00021267582,0.00012634245,0.000044776876,0.000017013319,0.00017110755,0.0000027687001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049034148,0.0059722867,0.51050043,0.004320489,0.0001193387,0.000048170255,0.088296935,0.000020040701,0.000067792505,0.13454919,0.13095863,0.120243266],"study_design_scores_gemma":[0.004854373,0.0008472655,0.8078166,0.0031462451,0.000055389257,0.00019145422,0.08985275,0.0022247373,0.00014844761,0.017214864,0.07337626,0.00027159942],"about_ca_topic_score_codex":0.00021715782,"about_ca_topic_score_gemma":0.0013970456,"teacher_disagreement_score":0.29731616,"about_ca_system_score_codex":0.00023382243,"about_ca_system_score_gemma":0.029897423,"threshold_uncertainty_score":0.9920615},"labels":[],"label_agreement":null},{"id":"W3213814434","doi":"10.54434/candj.41","title":"Engaging our Patients in Real Change for our Planet","year":2019,"lang":"en","type":"article","venue":"CAND Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Earth (classical element); Planet; Prayer; Astrobiology; Environmental ethics; Philosophy; Theology; Astronomy; Physics","score_opus":0.05056965427621604,"score_gpt":0.33212657674497614,"score_spread":0.2815569224687601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213814434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995359,0.00015187172,0.0000020912366,0.00150594,0.0013740996,0.00027819377,0.00002582786,0.000006280736,0.0012967058],"genre_scores_gemma":[0.997352,0.00015879414,0.00004261086,0.0013832102,0.00074795005,0.0000053525955,0.00004485262,0.0000076108217,0.0002576042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926794,0.000023822462,0.00018331631,0.00007509662,0.00012675216,0.00032307455],"domain_scores_gemma":[0.9995684,0.000016811062,0.000061151746,0.00005650698,0.000047439768,0.00024967457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035400415,0.000060479328,0.00017569575,0.00008761474,0.000045551493,0.000009776998,0.000027793905,0.00004826875,0.000014267763],"category_scores_gemma":[0.00004080079,0.000047376652,0.00003220967,0.00004197436,0.0000019302865,0.000051221374,0.0000058949163,0.00023494764,0.000019964396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034581558,0.000040957977,0.9617495,0.00008496183,0.000006031433,0.00004457295,0.00018338049,7.331544e-7,0.0000141600985,0.000016905082,0.02669744,0.010815536],"study_design_scores_gemma":[0.006295736,0.0004886782,0.91479826,0.00029803696,0.000016018155,0.0002058255,0.0019487323,0.0001526378,0.000013638721,0.0000381904,0.0756334,0.00011085745],"about_ca_topic_score_codex":0.00024721373,"about_ca_topic_score_gemma":0.00006426151,"teacher_disagreement_score":0.048935957,"about_ca_system_score_codex":0.00008564145,"about_ca_system_score_gemma":0.00011226758,"threshold_uncertainty_score":0.19319637},"labels":[],"label_agreement":null},{"id":"W3214680540","doi":"","title":"Building research capacity through global partnerships","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Business; Environmental science","score_opus":0.261029458417735,"score_gpt":0.4789892288875895,"score_spread":0.21795977046985449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214680540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590856,0.00011725064,0.000003701315,0.0021456538,0.0006283002,0.0005740737,0.000007950221,0.00005773886,0.037379727],"genre_scores_gemma":[0.9934938,0.0000036467072,0.004735715,0.0013629334,0.0001240356,0.000025839154,0.0000027943622,0.000009799138,0.00024141792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953546,0.0004593409,0.00036472038,0.0009077533,0.001268112,0.0016454902],"domain_scores_gemma":[0.99740964,0.00041696613,0.00010420975,0.00042121293,0.00070369063,0.0009442861],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042627193,0.00021173611,0.00043618988,0.00015285739,0.000537239,0.000046113128,0.00041483864,0.00019448897,0.0002611666],"category_scores_gemma":[0.0026838193,0.00017885093,0.000079423866,0.002921234,0.007270992,0.00045619637,0.00027507145,0.0006933956,0.0008190908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015139974,0.00018497389,0.7287937,0.000096954864,0.000014852563,0.00037663267,0.0003880327,0.0000035807636,0.23164639,0.037390795,0.0007721591,0.00018056697],"study_design_scores_gemma":[0.0010721964,0.0025889243,0.72426677,0.00035474423,0.000019164276,0.0026839403,0.0009042814,0.00041001936,0.14166103,0.122652404,0.0029345306,0.00045197466],"about_ca_topic_score_codex":0.0005188428,"about_ca_topic_score_gemma":0.0000035487058,"teacher_disagreement_score":0.08998535,"about_ca_system_score_codex":0.00065888464,"about_ca_system_score_gemma":0.0018700828,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W3215645750","doi":"10.17269/s41997-021-00593-6","title":"World Health Organization recommends first malaria vaccine","year":2021,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Waterloo; Université de Montréal","funders":"","keywords":"Malaria; Malaria vaccine; Virology; Medicine; Plasmodium falciparum; Immunology","score_opus":0.027265963918689157,"score_gpt":0.3035101008870005,"score_spread":0.2762441369683113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215645750","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":[0.00011212863,0.010827234,0.00017381556,0.37263212,0.61502033,0.000312601,0.0003240498,0.000021528838,0.0005761886],"genre_scores_gemma":[0.00355864,0.0070747663,0.0010466005,0.034107402,0.94568497,0.000004802125,0.003962492,0.00019446318,0.0043658763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933507,0.0006378613,0.0023835546,0.00042126956,0.0010028569,0.0022037644],"domain_scores_gemma":[0.9787506,0.0006294571,0.0020504382,0.00056298805,0.0035143867,0.014492129],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073242597,0.00042801577,0.002003923,0.0021196334,0.00062153384,0.00021006337,0.00035208507,0.0006412037,0.0023436616],"category_scores_gemma":[0.012212418,0.0004175907,0.00025108975,0.0025309923,0.000039903032,0.00022544953,0.000027829556,0.0027789748,0.000033827448],"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":[0.000015552521,0.000061850114,0.007266211,0.0012365526,0.000103123966,0.00042897227,0.00032822328,6.579579e-7,2.7707577e-8,0.00020246848,0.9776408,0.012715555],"study_design_scores_gemma":[0.0013648525,0.0005801722,0.0061155497,0.0016337425,0.00002877392,0.00037545286,0.00025702672,0.0000028999495,1.4913809e-7,0.000017174132,0.9894019,0.00022230123],"about_ca_topic_score_codex":0.047956415,"about_ca_topic_score_gemma":0.48051164,"teacher_disagreement_score":0.43255523,"about_ca_system_score_codex":0.008609986,"about_ca_system_score_gemma":0.24507067,"threshold_uncertainty_score":0.99982756},"labels":[],"label_agreement":null},{"id":"W3215934996","doi":"10.1186/s12992-021-00789-y","title":"Global health diplomacy in Mexico: insights from key actors in the field","year":2021,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Canadian Institutes of Health Research","keywords":"Diplomacy; Foreign policy; Health policy; Health services research; Negotiation; Civil society; Global health; International relations; Political science; Public health; Public administration; Population health; International health; Population; Politics; Economic growth; Public relations; Health care; Economics; Medicine; Environmental health; Law","score_opus":0.025371662411849197,"score_gpt":0.37738338917088576,"score_spread":0.3520117267590366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215934996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73271453,0.031384576,0.0014749989,0.21544987,0.0006943282,0.0011902967,0.00011223082,0.0000969389,0.016882204],"genre_scores_gemma":[0.83816034,0.0040833647,0.0001515023,0.15726626,0.00007234242,0.0000072506605,0.00023991546,0.0000048438196,0.000014170921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980969,0.00031257587,0.0005453216,0.00030518576,0.00029580653,0.000444212],"domain_scores_gemma":[0.9991398,0.000101160644,0.000112737805,0.0002354924,0.000054411565,0.00035638976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004128002,0.00013318044,0.00039448525,0.00006380974,0.00011586087,0.000031045696,0.000061303814,0.000100340425,0.000047128888],"category_scores_gemma":[0.00019130588,0.00010282852,0.000038370454,0.00092181243,0.000021589267,0.000070914604,0.000029410665,0.00015414665,0.0000074107666],"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":[0.00009582235,0.0002711353,0.90233636,0.00019970856,0.000006798321,0.000082116305,0.0014835059,0.0000093774215,5.81856e-7,0.0501583,0.03301298,0.012343304],"study_design_scores_gemma":[0.0012784085,0.00014337007,0.9427175,0.0002707418,0.0000032325202,0.000028404951,0.00092558004,0.0002293736,0.0000024163758,0.0062809982,0.048038773,0.00008118688],"about_ca_topic_score_codex":0.008596328,"about_ca_topic_score_gemma":0.0184256,"teacher_disagreement_score":0.10544579,"about_ca_system_score_codex":0.00041706825,"about_ca_system_score_gemma":0.0015315011,"threshold_uncertainty_score":0.99948555},"labels":[],"label_agreement":null},{"id":"W3216376979","doi":"10.21203/rs.3.rs-1032285/v1","title":"Inequalities in COVID-19 Research from Sub-Saharan Africa: Differences in the Prestige of Journal Articles with Internal and External Lead Authors, Collaborations and Publishers","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prestige; Coronavirus disease 2019 (COVID-19); Inequality; Lead (geology); Political science; Sociology; Medicine; Mathematics; Philosophy; Geology","score_opus":0.2708626294987345,"score_gpt":0.44972658395802334,"score_spread":0.17886395445928882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216376979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651903,0.023851497,0.00006695635,0.009600641,0.00007268512,0.0008790788,0.00010202402,0.0000076033593,0.00022919767],"genre_scores_gemma":[0.9935367,0.005751371,0.00022710448,0.00007533882,0.00014039892,0.00013841776,0.000037913705,0.000013420262,0.000079343714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99234015,0.0035637612,0.0006492649,0.00046495415,0.002186526,0.00079535006],"domain_scores_gemma":[0.9938772,0.0037881143,0.0001232407,0.000397589,0.0011434794,0.00067043357],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010962512,0.00017963108,0.0005681462,0.0010772636,0.00024789863,0.0010357284,0.00032272417,0.00024461496,0.000058088717],"category_scores_gemma":[0.0077692526,0.00011647204,0.00004253442,0.0011998138,0.00090712606,0.00031187083,0.0004487881,0.0034948953,5.887428e-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":[0.0017290701,0.00034252423,0.9611003,0.0020539768,0.000050812996,0.0012553784,0.02461185,0.000011577591,0.00033695827,0.00025371034,0.004742511,0.0035113555],"study_design_scores_gemma":[0.0016039162,0.00062940404,0.8992687,0.006885639,0.000014176986,0.00009774341,0.08483701,0.0003432275,0.00012366413,0.005559101,0.00049636216,0.00014107281],"about_ca_topic_score_codex":0.013019962,"about_ca_topic_score_gemma":0.013619554,"teacher_disagreement_score":0.061831594,"about_ca_system_score_codex":0.0003236599,"about_ca_system_score_gemma":0.0045825867,"threshold_uncertainty_score":0.9988041},"labels":[],"label_agreement":null},{"id":"W3217339147","doi":"10.1080/20421338.2021.1985203","title":"Barriers to scaling health technologies in sub-Saharan Africa: Lessons from Ethiopia, Nigeria, and Rwanda","year":2021,"lang":"en","type":"article","venue":"African Journal of Science Technology Innovation and Development","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario Tech University; Public Health Ontario; University of Toronto","funders":"","keywords":"Scale (ratio); Business; Health promotion; Developing country; Economic growth; Public relations; Political science; Health care; Geography; Economics","score_opus":0.03107458755880273,"score_gpt":0.31841702319561693,"score_spread":0.2873424356368142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217339147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92768514,0.0027018057,0.00089815626,0.06830508,0.00015337586,0.00011513561,0.000002901306,0.000043534077,0.00009487589],"genre_scores_gemma":[0.97877103,0.00053134246,0.019288141,0.0013808823,0.000006522944,0.0000059689432,0.0000015448671,0.000004159558,0.000010395862],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99822783,0.000020082021,0.00072234054,0.00026809558,0.00034825134,0.0004133775],"domain_scores_gemma":[0.9987945,0.000048138947,0.000249372,0.00012918083,0.00057691254,0.00020190886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018345055,0.00010811392,0.00037453554,0.0024398349,0.00030220783,0.00003016175,0.00012771135,0.00012220818,0.0000066913967],"category_scores_gemma":[0.0019561495,0.000093370116,0.0000103425,0.006123435,0.0007097074,0.0001262958,0.00012301112,0.00040165495,0.0000015215121],"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":[0.00015610203,0.00009336775,0.18713428,0.000068018606,0.000032354055,0.00028865764,0.005068076,0.0000037079174,0.05058831,0.005760424,0.0011987664,0.7496079],"study_design_scores_gemma":[0.0046516596,0.0010134211,0.41362393,0.0024786794,0.000017823815,0.0018635143,0.16009669,0.00003927392,0.22338106,0.014770259,0.17725465,0.0008090439],"about_ca_topic_score_codex":0.0000065570202,"about_ca_topic_score_gemma":0.000018532213,"teacher_disagreement_score":0.7487989,"about_ca_system_score_codex":0.00024609774,"about_ca_system_score_gemma":0.0040527685,"threshold_uncertainty_score":0.7189437},"labels":[],"label_agreement":null},{"id":"W3217685305","doi":"10.1097/nur.0000000000000652","title":"Using Our Voice","year":2021,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Global Health and Surgery","field":"Medicine","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":"Feeling; Acute care; Pandemic; MEDLINE; Health care; Coronavirus disease 2019 (COVID-19); Nursing care; Mental health","score_opus":0.165380195789665,"score_gpt":0.49207885137263024,"score_spread":0.32669865558296524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217685305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80620885,0.00083820004,0.00017088506,0.024918295,0.012990891,0.0002725179,0.000037741083,0.00012963997,0.154433],"genre_scores_gemma":[0.9370347,0.00022422557,0.0051965322,0.029123183,0.016355911,0.0000030818428,0.0000847713,0.000042183972,0.011935379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982047,0.00013388335,0.00068206375,0.0003360406,0.0002471727,0.00039615965],"domain_scores_gemma":[0.9985155,0.00015934971,0.00008808399,0.0003938403,0.00022618957,0.0006170203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005471616,0.000112551315,0.00048725976,0.000028006043,0.00008800389,0.000020605814,0.00005542197,0.00018730616,0.0003924175],"category_scores_gemma":[0.002094123,0.00010391433,0.00029312333,0.00025092866,0.000075705924,0.000039350118,0.000025525964,0.00035393,0.0006617907],"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":[0.0009575945,0.0020160694,0.40635705,0.0002154867,0.00010603449,0.0052903024,0.00005954932,0.0000023914465,0.00035036934,0.0074503524,0.51771474,0.059480097],"study_design_scores_gemma":[0.001670005,0.00010814713,0.22418256,0.00017673314,0.00012096297,0.00027909895,0.00047345384,0.00012243271,0.000108145214,0.0004948517,0.77208894,0.00017467406],"about_ca_topic_score_codex":0.000048137634,"about_ca_topic_score_gemma":0.00004084591,"teacher_disagreement_score":0.25437424,"about_ca_system_score_codex":0.000072027644,"about_ca_system_score_gemma":0.00065283483,"threshold_uncertainty_score":0.85062015},"labels":[],"label_agreement":null},{"id":"W39472209","doi":"10.15173/m.v1i3.612","title":"Reflections on International Health Research","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Peer review; Population health; Political science; Medicine; Public health; Nursing; Law","score_opus":0.36350882724567685,"score_gpt":0.5847196831047204,"score_spread":0.2212108558590436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W39472209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55394614,0.000880698,0.0000070165975,0.30758297,0.004715496,0.00032563088,0.0000053531203,0.00004478215,0.13249189],"genre_scores_gemma":[0.98057973,0.00007515927,0.00014561747,0.012387967,0.0017051867,0.000032034128,0.000008079567,0.0000073370384,0.0050588585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988319,0.0001483972,0.00011907653,0.000075134776,0.00035943417,0.000466004],"domain_scores_gemma":[0.99905366,0.00021777055,0.000021801896,0.0002210109,0.00007689295,0.00040887075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022079211,0.000042292893,0.000083125335,0.000105190215,0.00022247674,0.0000062551962,0.00007465635,0.000024106983,0.0003596712],"category_scores_gemma":[0.00043843163,0.000025432033,0.00003306463,0.00021542583,0.00005465224,0.000026444333,0.00001866884,0.0003131695,0.0009906667],"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":[0.00025674285,0.0007825029,0.02478783,0.000042468448,0.000029878478,0.0000015054901,0.00432762,1.3092857e-7,0.00014330269,0.044854373,0.90436417,0.02040947],"study_design_scores_gemma":[0.00013604626,0.00011589248,0.14141858,0.00004043715,0.0000025527545,0.00004915012,0.0012311994,0.0000012490063,0.0001102757,0.00035240257,0.85651577,0.000026475589],"about_ca_topic_score_codex":0.00018534379,"about_ca_topic_score_gemma":0.000010533187,"teacher_disagreement_score":0.4266336,"about_ca_system_score_codex":0.00027116155,"about_ca_system_score_gemma":0.00051327597,"threshold_uncertainty_score":0.99978715},"labels":[],"label_agreement":null},{"id":"W4200008211","doi":"10.12688/aasopenres.13320.1","title":"A mapping of health education institutions and programs in the WHO African Region","year":2021,"lang":"en","type":"article","venue":"Open Research Africa","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Public Health Ontario; University of Toronto","funders":"African Academy of Sciences; New Partnership for Africa's Development; Department for International Development; Alliance for Accelerating Excellence in Science in Africa; International Development Research Centre; Wellcome Trust","keywords":"Political science; Geography; Economic growth; Regional science; Economics","score_opus":0.40564545673824376,"score_gpt":0.48572975870051227,"score_spread":0.08008430196226851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200008211","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":[0.34239763,0.0092969,0.000077145894,0.17993622,0.00009697496,0.0038899933,0.0000049083005,0.000013265302,0.46428698],"genre_scores_gemma":[0.99696726,0.00064032385,0.00047495074,0.00045997693,0.00002534779,0.00018074166,0.000021135542,0.000003603736,0.0012266528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982158,0.0006159293,0.00024118151,0.00018138606,0.00035815907,0.00038752684],"domain_scores_gemma":[0.99908113,0.00014589226,0.000043783344,0.00028588795,0.00027203685,0.0001712741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058285,0.000046029705,0.00019838319,0.00015500165,0.00020233217,0.000058528018,0.00014379517,0.00003179507,0.000008324163],"category_scores_gemma":[0.0006220764,0.000032674146,0.000020151929,0.0015532136,0.00013700398,0.00007587481,0.00012756757,0.0002712491,0.000003955499],"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":[0.00021402494,0.002104578,0.049623873,0.0011506745,0.00001806093,0.00013445683,0.020552061,3.7496093e-7,0.00006776299,0.04890775,0.08279482,0.79443157],"study_design_scores_gemma":[0.0005414861,0.00035061385,0.11996601,0.0011194454,0.000002236477,0.00013340462,0.04660839,0.000025674119,0.00000843289,0.0019152671,0.8292733,0.00005576204],"about_ca_topic_score_codex":0.0022939383,"about_ca_topic_score_gemma":0.00032490634,"teacher_disagreement_score":0.7943758,"about_ca_system_score_codex":0.00011741317,"about_ca_system_score_gemma":0.0053550852,"threshold_uncertainty_score":0.9499691},"labels":[],"label_agreement":null},{"id":"W4200086514","doi":"10.1016/j.afjem.2021.09.004","title":"Perceptions and reflections of early graduates of the first emergency medicine residency program in Ethiopia: A qualitative study","year":2021,"lang":"en","type":"article","venue":"African Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Curriculum; Nonprobability sampling; General partnership; Medicine; Medical education; Qualitative research; Program evaluation; Curriculum development; Pedagogy; Psychology; Population; Sociology","score_opus":0.11332328137501624,"score_gpt":0.463833128010142,"score_spread":0.35050984663512574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200086514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647038,0.0053327116,0.000016956275,0.023538461,0.0017729854,0.00057525194,0.000006232422,0.000008804484,0.0040447866],"genre_scores_gemma":[0.99361783,0.005103071,0.00017087664,0.000049899132,0.00034235534,0.00002098503,0.0000024051724,0.000016943193,0.000675648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953251,0.00060113886,0.0025877615,0.00023623022,0.00090658275,0.00034316967],"domain_scores_gemma":[0.99625397,0.00030415502,0.0010740407,0.00036848473,0.001688414,0.0003109133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023420635,0.0002130729,0.0010321185,0.00044606504,0.00013206247,7.5877864e-7,0.0001705911,0.000084742576,0.0013648696],"category_scores_gemma":[0.003966993,0.00012860906,0.00019129594,0.0025092387,0.0003726555,0.00009483819,0.00005289303,0.0006170742,7.97398e-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":[0.00045958284,0.0021696233,0.7395907,0.0006691745,0.0003381237,0.00007244364,0.23763387,0.0000024181566,0.0035205742,0.00080028933,0.013976212,0.0007670025],"study_design_scores_gemma":[0.0019297227,0.0069505554,0.73388726,0.0012957671,0.00043909464,0.00008120373,0.2518873,0.000003486067,0.000040426676,0.0025159724,0.0008724297,0.00009678089],"about_ca_topic_score_codex":0.0016507742,"about_ca_topic_score_gemma":0.002484588,"teacher_disagreement_score":0.028914005,"about_ca_system_score_codex":0.00006554852,"about_ca_system_score_gemma":0.00045893324,"threshold_uncertainty_score":0.999548},"labels":[],"label_agreement":null},{"id":"W4200171087","doi":"10.2106/jbjs.21.00948","title":"International Orthopaedic Volunteer Opportunities in Low and Middle-Income Countries","year":2021,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; Impact","funders":"","keywords":"Work (physics); Low and middle income countries; Medicine; Sustainability; Health care; Developing country; Public relations; Global health; Political science; Nursing; Business; Medical education; Economic growth; Public health; Engineering","score_opus":0.043512280154636325,"score_gpt":0.26932309013255806,"score_spread":0.22581080997792174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200171087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97731155,0.0092018545,0.00001089513,0.011740242,0.0008737417,0.0000340147,0.000008445121,0.000005171773,0.00081409595],"genre_scores_gemma":[0.9718811,0.024441818,0.00012438814,0.0024913037,0.00031797547,0.0000010671589,0.000007068069,0.000008677555,0.000726624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830145,0.00005474734,0.0009816801,0.0001010139,0.00034003909,0.00022108939],"domain_scores_gemma":[0.99866396,0.00031107446,0.00031370035,0.00007053699,0.00035028713,0.00029042287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015296268,0.00010048256,0.00068684365,0.00046285382,0.000036263664,0.00003143337,0.000008375272,0.000069650225,0.00017887955],"category_scores_gemma":[0.0006266557,0.00008333755,0.0001647112,0.00010208828,0.00007783341,0.00019428627,0.000030459469,0.00023444528,0.0000019075512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054216315,0.0001216909,0.97386444,0.0013153378,0.00007630964,0.013010538,0.00022199754,6.7150864e-7,0.00005202265,0.0001776001,0.005827856,0.0047893696],"study_design_scores_gemma":[0.0011839105,0.00008104662,0.9082613,0.0066006472,0.00004615551,0.01186914,0.0010378932,0.000057460267,0.000118778386,0.0002099202,0.07039029,0.00014348184],"about_ca_topic_score_codex":0.00002130046,"about_ca_topic_score_gemma":0.000014719745,"teacher_disagreement_score":0.06560317,"about_ca_system_score_codex":0.000045715788,"about_ca_system_score_gemma":0.0005805861,"threshold_uncertainty_score":0.33984068},"labels":[],"label_agreement":null},{"id":"W4200269150","doi":"10.1017/9781108980258.005","title":"Leaving Home, Heading West","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Training (meteorology); Heading (navigation); Government (linguistics); Geography; Economic growth; Political science; Quarter (Canadian coin); Development economics; Archaeology; Meteorology; Economics","score_opus":0.028424248612699227,"score_gpt":0.23121352751814742,"score_spread":0.20278927890544818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200269150","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":[0.0014156799,0.0010835505,0.000067780675,0.00007467904,0.0006089412,0.0003459493,0.00013706068,0.00016482027,0.99610156],"genre_scores_gemma":[0.005449887,0.0004233992,0.00009758778,0.00057621853,0.00032823047,3.8634144e-7,0.00017216733,0.000056463843,0.99289566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982939,0.000028894152,0.0002553591,0.0005479141,0.00034562353,0.0005283553],"domain_scores_gemma":[0.99834096,0.00009149572,0.00016218204,0.00055942684,0.00024321677,0.00060268666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013381106,0.00036206035,0.00075074774,0.00022165831,0.00020765697,0.000026584063,0.00016152288,0.00048246194,0.000036245314],"category_scores_gemma":[0.000024808536,0.00043609177,0.00035914616,0.000013482157,0.0001393389,0.000051728006,0.00023618077,0.00074854225,0.00005175778],"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":[0.0003395522,0.000026139842,0.0001511703,0.001079235,0.00023464774,0.009351928,0.00003394447,5.816686e-7,0.000083780375,0.86597157,0.1176205,0.005106934],"study_design_scores_gemma":[0.0007487827,0.00006167038,0.00030390994,0.001262746,0.0003002644,0.00024416746,0.000051959287,0.000013357095,0.00008942617,0.000001961366,0.99655026,0.00037150405],"about_ca_topic_score_codex":0.00020222635,"about_ca_topic_score_gemma":0.000004089964,"teacher_disagreement_score":0.87892973,"about_ca_system_score_codex":0.0004380386,"about_ca_system_score_gemma":0.0005201826,"threshold_uncertainty_score":0.9998091},"labels":[],"label_agreement":null},{"id":"W4205148809","doi":"10.22605/rrh7353","title":"Position statement: research and reconciliation with Indigenous Peoples in rural health journals","year":2022,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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 Journal of Communication (Canada); University of Windsor","funders":"National Institute of General Medical Sciences","keywords":"Indigenous; Position (finance); Rural health; Position paper; Public health; Rural area","score_opus":0.04591477810746969,"score_gpt":0.38502704343414695,"score_spread":0.33911226532667726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205148809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363187,0.012189054,0.0000148295285,0.05042674,0.00008677079,0.000836317,0.000028501285,0.000019647081,0.0000794685],"genre_scores_gemma":[0.97373307,0.020989848,0.0002813788,0.0045853904,0.000071492934,0.0000072809244,0.00010382574,0.000011605339,0.00021608855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975885,0.0004599297,0.0004965394,0.00018162726,0.00053167535,0.00074170926],"domain_scores_gemma":[0.99898505,0.00009755179,0.00016843458,0.00010297293,0.000088523,0.00055748643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034148828,0.0001033096,0.0003514975,0.00031202953,0.0009360052,0.000024484461,0.000030461428,0.000034270404,0.000031940963],"category_scores_gemma":[0.000027606655,0.00007918231,0.000016556321,0.00044637272,0.000051230927,0.0000858199,0.000042247277,0.0005506846,0.0000018430136],"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":[0.0033060235,0.00038360409,0.16008022,0.0026178558,0.000028995208,0.00012941442,0.021293469,0.000015269054,0.00008483647,0.000250023,0.003778655,0.8080316],"study_design_scores_gemma":[0.0035954895,0.009612666,0.9458273,0.0014483681,0.0000054425923,0.0019693738,0.031110616,0.000561512,0.000008361531,0.0012919419,0.0043729013,0.00019601402],"about_ca_topic_score_codex":0.015686674,"about_ca_topic_score_gemma":0.0027488882,"teacher_disagreement_score":0.80783564,"about_ca_system_score_codex":0.0008488644,"about_ca_system_score_gemma":0.0017564296,"threshold_uncertainty_score":0.990868},"labels":[],"label_agreement":null},{"id":"W4205941313","doi":"10.12688/wellcomeopenres.17192.1","title":"‘Working relationships’ across difference - a realist review of community engagement with malaria research","year":2022,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"Wellcome Trust; Wellcome; Emory University; Bill and Melinda Gates Foundation","keywords":"Community engagement; CLARITY; Context (archaeology); Sociology; Public relations; Psychology; Political science; Geography; Biology","score_opus":0.8200468750669236,"score_gpt":0.5926027641879396,"score_spread":0.22744411087898408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205941313","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":[0.00003276117,0.90473604,0.0000019275155,0.0013495095,0.00012780936,0.009230375,0.00014947809,0.000026750828,0.08434532],"genre_scores_gemma":[0.00024483842,0.98619205,0.00022716988,0.000240359,0.000093954746,0.0025143283,0.0013512194,0.000106741,0.009029356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9488107,0.042139746,0.0018382155,0.00076886016,0.0043676523,0.0020748219],"domain_scores_gemma":[0.97901136,0.0149275325,0.0005145861,0.0036261545,0.0010858317,0.00083451194],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.12987934,0.0004590043,0.0034695384,0.0007099474,0.0040393965,0.00022415418,0.0032809963,0.00035023334,0.0024030188],"category_scores_gemma":[0.0076258928,0.00033523244,0.00035840753,0.005601683,0.00084547064,0.00009356853,0.0060228673,0.018621031,0.00017889604],"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":[0.0003003684,0.00071526325,0.0005839903,0.37561363,0.00020759918,0.00023378035,0.00046206568,6.770165e-8,1.161088e-7,0.004738695,0.039333727,0.5778107],"study_design_scores_gemma":[0.0003584565,0.000545829,0.000678152,0.22207396,0.00011800723,0.00009870458,0.00083061325,8.184723e-7,1.3335864e-7,0.00013196853,0.7749648,0.00019858251],"about_ca_topic_score_codex":0.00701499,"about_ca_topic_score_gemma":0.00042493854,"teacher_disagreement_score":0.73563105,"about_ca_system_score_codex":0.0013960091,"about_ca_system_score_gemma":0.004709921,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W4206117119","doi":"10.1093/bjsopen/zrac001","title":"Global surgery education in Europe: a landscape analysis","year":2022,"lang":"en","type":"article","venue":"BJS Open","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Geography; Medicine","score_opus":0.02486001977372635,"score_gpt":0.35594085572756035,"score_spread":0.331080835953834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206117119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9242854,0.0005924137,0.000005561621,0.002766444,0.0003298864,0.00036557298,0.00003313783,0.000018852113,0.07160271],"genre_scores_gemma":[0.9917059,0.00003821249,0.00006653502,0.0050299554,0.000049317936,0.00007538159,0.00027509927,0.0000054648663,0.0027541644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989974,0.00013412234,0.00023967137,0.00019680762,0.00019995321,0.00023208027],"domain_scores_gemma":[0.9994392,0.00005659404,0.000055741028,0.00023463233,0.00006039466,0.00015346825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007647745,0.00006366438,0.00030526138,0.00018630481,0.000076279684,0.00002340427,0.0001313331,0.000018758332,0.0012878936],"category_scores_gemma":[0.00016577881,0.00006145266,0.0000712448,0.0029063919,0.0000068129466,0.000059354,0.00018361359,0.00008492755,0.000045307104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018314354,0.00023440213,0.8460186,0.000014535829,0.000032720167,0.000050896775,0.00001972147,0.000035394794,6.008078e-7,0.00014791594,0.13698253,0.016279543],"study_design_scores_gemma":[0.00021404275,0.000023803157,0.84106874,0.000009643652,0.00006978377,0.000029821455,0.00019475515,0.00012426684,6.3287996e-7,0.000041150637,0.15816523,0.00005811597],"about_ca_topic_score_codex":0.0031419573,"about_ca_topic_score_gemma":0.00047555845,"teacher_disagreement_score":0.06884854,"about_ca_system_score_codex":0.00013399137,"about_ca_system_score_gemma":0.0018387458,"threshold_uncertainty_score":0.9996251},"labels":[],"label_agreement":null},{"id":"W4206530153","doi":"10.1503/cjs.005517","title":"Bethune Round Table Abstracts 2017","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; University of Toronto; Université de Montréal; Montreal Children's Hospital; McGill University; University of Ottawa; McGill University Health Centre; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Medicine; Commission; Table (database); Welfare; Health care; Round table; Public health; Nursing; Economic growth; Database; Finance","score_opus":0.08602547500741947,"score_gpt":0.31550058390885694,"score_spread":0.22947510890143746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206530153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96288544,0.0021813363,0.000004454112,0.007981978,0.0037694767,0.00006875334,0.000028422219,0.000004702779,0.02307541],"genre_scores_gemma":[0.9951712,0.00020237589,0.000078422556,0.0017079313,0.0009044183,6.3030444e-7,0.0000052190367,0.000015294107,0.0019145173],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983798,0.000022062759,0.00058839476,0.000106248975,0.00023720393,0.00066624774],"domain_scores_gemma":[0.99577534,0.00017836735,0.0006027613,0.00041955351,0.0003721585,0.0026518444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014341833,0.00011851133,0.00051569944,0.00033261965,0.0004884973,0.00013483703,0.0001633197,0.00012387012,0.0003033863],"category_scores_gemma":[0.0018893991,0.00010517553,0.00021600061,0.00006430454,0.00014039264,0.00036049486,0.0000070768106,0.0003555029,0.000060517035],"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":[0.000082481616,0.000020495492,0.48419717,0.00007577237,0.00005202351,0.007843253,0.000032861193,0.000003518505,0.00004075323,0.000043708642,0.49773157,0.009876388],"study_design_scores_gemma":[0.00025560736,0.000027493323,0.654154,0.00029289562,0.00003201849,0.0014985773,0.00003863906,0.0000019390704,0.00008251627,0.00013673164,0.3433939,0.00008570365],"about_ca_topic_score_codex":0.016606338,"about_ca_topic_score_gemma":0.012753532,"teacher_disagreement_score":0.16995682,"about_ca_system_score_codex":0.00019984836,"about_ca_system_score_gemma":0.007947137,"threshold_uncertainty_score":0.9976769},"labels":[],"label_agreement":null},{"id":"W4206975483","doi":"10.1186/s41256-022-00237-3","title":"Decolonizing global health: what should be the target of this movement and where does it lead us?","year":2022,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Global Health and Surgery","field":"Medicine","cited_by":165,"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":"Wuhan University; York University","keywords":"Global health; Political science; Colonialism; Public health; Health equity; Health policy; Status quo; Public relations; Equity (law); Economic growth; Sociology; Medicine; Health care; Law; Nursing; Economics","score_opus":0.13920544741785182,"score_gpt":0.49504004594289513,"score_spread":0.3558345985250433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206975483","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":[0.2573033,0.0667929,0.0000058339097,0.67053026,0.00038704468,0.0016418236,0.00096404034,0.00003835153,0.0023364867],"genre_scores_gemma":[0.7080954,0.06989279,0.0004019865,0.21976371,0.00059173093,0.0001859551,0.00009454199,0.000023604665,0.00095034577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99411523,0.0009665568,0.0007535528,0.0005047613,0.0015363244,0.0021235568],"domain_scores_gemma":[0.99710315,0.00033110235,0.00019998386,0.0004727638,0.00024995953,0.0016430304],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051814537,0.0002324248,0.00064839615,0.00015483025,0.001691865,0.00009366502,0.00024203835,0.00009910679,0.00021411103],"category_scores_gemma":[0.00034271827,0.00015716664,0.00008529401,0.0013400996,0.00045175492,0.00016246297,0.0005753038,0.00076420815,0.000007661412],"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":[0.0022006587,0.00064424885,0.11161725,0.0035686165,0.00009927496,0.000070173905,0.0021505922,0.000007407192,0.0000058239225,0.032772724,0.55307513,0.2937881],"study_design_scores_gemma":[0.002139695,0.004459005,0.10379249,0.00045594334,0.0000086534,0.00019930137,0.010582793,0.00020005846,0.000008668262,0.014402374,0.8635529,0.00019808197],"about_ca_topic_score_codex":0.06593642,"about_ca_topic_score_gemma":0.007717408,"teacher_disagreement_score":0.45079204,"about_ca_system_score_codex":0.0022883415,"about_ca_system_score_gemma":0.006796388,"threshold_uncertainty_score":0.9996078},"labels":[],"label_agreement":null},{"id":"W4210566720","doi":"10.1016/j.surg.2021.09.020","title":"Promoting surgical research in the Global South: Perspectives from surgical trainee researchers","year":2022,"lang":"en","type":"letter","venue":"Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Expansive; Curiosity; Value (mathematics); Public relations; Medical education; Medical research; Global health; Nursing; Public health; Political science; Psychology; Pathology","score_opus":0.21050334080939936,"score_gpt":0.4294034749053572,"score_spread":0.21890013409595782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210566720","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":[0.25941864,0.00764776,1.16234695e-7,0.71580917,0.00078549655,0.0011726536,0.0005736384,0.00011210494,0.014480407],"genre_scores_gemma":[0.762871,0.0016085533,0.00004007029,0.1996464,0.02717858,0.0011029462,0.0049321232,0.00027230545,0.0023479683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832312,0.006559992,0.0011200352,0.0014243087,0.004643648,0.0030208204],"domain_scores_gemma":[0.9808648,0.01687477,0.00018974868,0.0012120946,0.00035325435,0.00050533604],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017253537,0.0005399855,0.0015357945,0.0007966581,0.0005096635,0.00014606946,0.00063663925,0.0011437552,0.0024615363],"category_scores_gemma":[0.0026537557,0.0003958716,0.0009062608,0.002959324,0.0007100745,0.00009171751,0.00032786533,0.01157227,0.00016399035],"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":[0.0012330606,0.0002942478,0.041770987,0.00042434357,0.00009815215,0.12963653,0.004374569,3.3236512e-7,2.4959593e-7,0.00011316709,0.8190863,0.002968054],"study_design_scores_gemma":[0.0007989881,0.00014909984,0.007306885,0.00044625514,0.000031488536,0.0010761359,0.0070829387,0.000023540211,4.3930825e-7,0.00090537156,0.98181623,0.00036264272],"about_ca_topic_score_codex":0.00273675,"about_ca_topic_score_gemma":0.000043243897,"teacher_disagreement_score":0.5161628,"about_ca_system_score_codex":0.0017195744,"about_ca_system_score_gemma":0.003121198,"threshold_uncertainty_score":0.9998493},"labels":[],"label_agreement":null},{"id":"W4210587796","doi":"10.1016/s0961-1290(03)80157-6","title":"Manitoba ships out","year":2003,"lang":"en","type":"article","venue":"III-Vs Review","topic":"Global Health and Surgery","field":"Medicine","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":"Aeronautics; History; Geology; Marine engineering; Engineering","score_opus":0.06984080295785366,"score_gpt":0.3542362038538593,"score_spread":0.2843954008960056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210587796","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":[0.012549981,0.7951131,0.00004749453,0.0062707732,0.0010489939,0.0011703671,0.0000049429354,0.00011458847,0.18367979],"genre_scores_gemma":[0.22376472,0.6298906,0.00089105405,0.13570862,0.00040939124,0.00010698642,0.000043011314,0.00004826644,0.009137372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987809,0.000099785924,0.00036741578,0.00018051754,0.0002087131,0.0003626345],"domain_scores_gemma":[0.99914783,0.00004872921,0.000061644285,0.00033821524,0.00007032289,0.00033327774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006861222,0.00012085204,0.000513929,0.000027142378,0.000045912406,0.0000051869188,0.000048784455,0.000055505538,0.0008279402],"category_scores_gemma":[0.00046995725,0.00009108422,0.00014864003,0.00015345986,0.000021144371,0.000030953986,0.000009339067,0.00016238468,0.00220982],"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":[0.00007241762,0.00023927506,0.022416322,0.026384635,0.00005154988,0.00045972172,0.00004728601,4.521837e-8,0.000017943195,0.010790589,0.7811298,0.15839042],"study_design_scores_gemma":[0.0002984516,0.000049492526,0.0020795877,0.0042302166,0.00007320343,0.00015355299,0.0000107717,5.007752e-7,0.00001971753,0.000098009514,0.9929009,0.00008559327],"about_ca_topic_score_codex":0.000025367679,"about_ca_topic_score_gemma":0.000030473717,"teacher_disagreement_score":0.2117711,"about_ca_system_score_codex":0.00005898041,"about_ca_system_score_gemma":0.00015513955,"threshold_uncertainty_score":0.9985671},"labels":[],"label_agreement":null},{"id":"W4212765600","doi":"10.1097/sla.0000000000005421","title":"Association between Surgery, Anesthesia, and Obstetric Workforce and Emergent Surgical and Obstetric Mortality among United States Hospital Referral Regions","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Workforce; Referral; Neonatal mortality; MEDLINE; Obstetric labor complication; Association (psychology)","score_opus":0.17290464695932953,"score_gpt":0.3480533148191964,"score_spread":0.17514866785986685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212765600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825134,0.010337272,7.487775e-7,0.0063876687,0.00025299855,0.0002975875,0.00008504149,0.000058481175,0.00006675633],"genre_scores_gemma":[0.9835513,0.014813063,0.000004666256,0.0005072168,0.0000918483,0.00002998611,0.0005550657,0.000026745845,0.00042006312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680096,0.0004026603,0.0009106358,0.0004343641,0.00074405735,0.0007073492],"domain_scores_gemma":[0.993129,0.0051731104,0.00053527916,0.00026272022,0.00027762525,0.00062223803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024292478,0.0002539042,0.0010055703,0.00089802715,0.00030112787,0.000028218345,0.000048741324,0.00016182283,0.00004358648],"category_scores_gemma":[0.0013779419,0.0002511109,0.00021232091,0.0018575201,0.00014857955,0.00017743374,0.000098404904,0.0003586591,9.633528e-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":[0.00009554961,0.000140502,0.9671786,0.0001981316,0.00016096575,0.00032183388,0.00019755677,0.0000028963218,5.1125573e-7,0.000035420217,0.027209423,0.004458643],"study_design_scores_gemma":[0.00027844284,0.000114064074,0.9684411,0.00009306465,0.00012421375,0.00005708739,0.000475864,0.0000682956,0.0000120787245,0.00014482396,0.029953571,0.0002373742],"about_ca_topic_score_codex":0.0010427636,"about_ca_topic_score_gemma":0.000006734814,"teacher_disagreement_score":0.0058804518,"about_ca_system_score_codex":0.00007643562,"about_ca_system_score_gemma":0.00014743426,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W4212815291","doi":"10.1186/s12992-022-00815-7","title":"Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"Medtronic","keywords":"Social policy; Term (time); Host (biology); Health services research; Public health; Medicine; Political science; Biology; Nursing; Ecology; Law","score_opus":0.08045563675120826,"score_gpt":0.4300388449016881,"score_spread":0.34958320815047983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212815291","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":[0.17877638,0.096915945,0.015453374,0.6985197,0.002296295,0.0031871458,0.002134422,0.00043663447,0.002280084],"genre_scores_gemma":[0.7795927,0.021644616,0.0033493594,0.19111988,0.0011480205,0.00020388719,0.0021085097,0.000038769278,0.00079428573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998479,0.00006300796,0.0004165165,0.00025762495,0.00048188536,0.00030195844],"domain_scores_gemma":[0.9988739,0.00006081329,0.00007203767,0.00012498027,0.00029037165,0.0005779275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071880966,0.000100116566,0.00028561958,0.000057631947,0.00055925216,0.000014864815,0.000050289556,0.000056072047,0.0008429315],"category_scores_gemma":[0.00044284138,0.000088231594,0.000047113386,0.00014952106,0.000046974168,0.00003468504,0.000045825123,0.00009256436,0.0000027461588],"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":[0.000515494,0.0002413336,0.16140184,0.00038204528,0.000038453156,0.000019324863,0.0016774808,0.0000045271163,0.000006019021,0.03795399,0.7854869,0.012272628],"study_design_scores_gemma":[0.0016388915,0.00044974036,0.1317136,0.00018611214,0.000026908316,0.00008808826,0.005741939,0.00195598,0.0000027793203,0.00071794906,0.85732454,0.00015348087],"about_ca_topic_score_codex":0.0005952599,"about_ca_topic_score_gemma":0.00010493567,"teacher_disagreement_score":0.6008163,"about_ca_system_score_codex":0.00022462622,"about_ca_system_score_gemma":0.0012560708,"threshold_uncertainty_score":0.92295086},"labels":[],"label_agreement":null},{"id":"W4213455065","doi":"10.1139/facets-2021-0044","title":"Research integrity: learning from collective action in Nepal","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Global Health and Surgery","field":"Medicine","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":"Collective action; Action (physics); Political science; Law; Politics","score_opus":0.1795444728801875,"score_gpt":0.44041508976849264,"score_spread":0.26087061688830515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213455065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986149,0.00026146232,0.000009893984,0.0018822298,0.0003058812,0.00023768687,0.000008064001,0.000032005893,0.011113736],"genre_scores_gemma":[0.99555546,0.000025900152,0.000050724462,0.00033485497,0.00007697915,0.000061051986,0.000046925205,0.0000070183955,0.003841102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985386,0.0004242492,0.00012378237,0.0001758747,0.00040737633,0.00033009687],"domain_scores_gemma":[0.99946964,0.0002443064,0.000020001211,0.000088964705,0.0000641429,0.000112959686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010203543,0.000047403275,0.0001444765,0.00020787312,0.00025209764,0.0000072555736,0.000038882576,0.000049616443,0.0008869142],"category_scores_gemma":[0.00041824643,0.000048115402,0.000027180615,0.0006137899,0.000020639376,0.000029318113,0.00007412836,0.0017028864,0.000080937505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034049484,0.00050278474,0.8367239,0.00006693294,0.000035966295,0.00048219576,0.0054461993,0.00031671187,0.0037685917,0.00016305264,0.09553254,0.05355615],"study_design_scores_gemma":[0.0016059328,0.0006333167,0.77717066,0.000055379303,0.0000056653143,0.00002864489,0.014906214,0.0027766605,0.00032859473,0.0008988913,0.20149186,0.00009820664],"about_ca_topic_score_codex":0.00389036,"about_ca_topic_score_gemma":0.00032719,"teacher_disagreement_score":0.105959326,"about_ca_system_score_codex":0.00081236183,"about_ca_system_score_gemma":0.00052913575,"threshold_uncertainty_score":0.97110885},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4214750782","doi":"10.1093/bjsopen/zrac038","title":"Author response to: Global surgery education in Europe: a landscape analysis","year":2022,"lang":"en","type":"letter","venue":"BJS Open","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine","score_opus":0.04324118423388649,"score_gpt":0.38747089239071947,"score_spread":0.34422970815683296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214750782","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":[0.07312119,0.00046494795,0.0000037707891,0.91006607,0.0013534495,0.0013639433,0.00032451045,0.000044716166,0.013257395],"genre_scores_gemma":[0.0073231403,0.000026235683,0.00017540148,0.9176574,0.0009384189,0.000334583,0.0027652609,0.000042669584,0.07073693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639475,0.0010089371,0.0006733462,0.0006710334,0.0005910419,0.000660877],"domain_scores_gemma":[0.99787575,0.0005678589,0.00018869068,0.0008345139,0.00019175679,0.00034144858],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027553712,0.0002738818,0.001138922,0.0008907145,0.000090536145,0.00010065696,0.00043914243,0.00031855926,0.0028417138],"category_scores_gemma":[0.0018673853,0.00026390445,0.0002509768,0.0048983954,0.000015050056,0.00007589419,0.0003952272,0.00090489804,0.0003315567],"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":[0.0028454363,0.00011294058,0.12290324,0.00010359398,0.00012041135,0.001307846,0.00003239834,0.0000040515924,4.39949e-7,0.0000033388317,0.86800694,0.0045593325],"study_design_scores_gemma":[0.00017369723,0.000065799904,0.2528452,0.000100081204,0.00024384455,0.00005031309,0.000042139804,0.000007198495,2.4107078e-7,0.000008480972,0.7462796,0.00018344125],"about_ca_topic_score_codex":0.0033256095,"about_ca_topic_score_gemma":0.00027714894,"teacher_disagreement_score":0.12994196,"about_ca_system_score_codex":0.00052874594,"about_ca_system_score_gemma":0.007356106,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W4214866414","doi":"10.1016/s2468-1253(21)00442-8","title":"The present and future of gastroenterology and hepatology: an international SWOT analysis (the GASTROSWOT project)","year":2022,"lang":"en","type":"article","venue":"The Lancet. Gastroenterology & hepatology","topic":"Global Health and Surgery","field":"Medicine","cited_by":24,"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","funders":"","keywords":"SWOT analysis; Pandemic; Workforce; Strategic planning; Health care; Diversification (marketing strategy)","score_opus":0.018007005644089254,"score_gpt":0.29755303657074555,"score_spread":0.2795460309266563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214866414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195713,0.0009703341,0.00015800883,0.07720297,0.0011267851,0.00066407444,0.00012707792,0.000046048077,0.00013341414],"genre_scores_gemma":[0.9846901,0.0010592956,0.00016140362,0.012673845,0.000868795,0.00033419914,0.00012334755,0.000024229777,0.000064746804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485385,0.0018859252,0.0008446529,0.00070821267,0.00037709557,0.0013302837],"domain_scores_gemma":[0.99773914,0.0003667294,0.000507799,0.0009982305,0.00016701713,0.00022107265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016710702,0.00034755547,0.0012760641,0.0003123925,0.00079790404,0.000025196827,0.0007412255,0.00015425324,0.00009916572],"category_scores_gemma":[0.000035843233,0.0002081291,0.00024096287,0.00035391728,0.0015662054,0.00007263148,0.0007115412,0.0010743855,0.000002043688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009986634,0.00020463984,0.9780512,0.000028780658,0.0011688204,0.000106976135,0.00031245133,0.000019232404,0.000045067776,0.0006544958,0.0075572846,0.0018644102],"study_design_scores_gemma":[0.0037776516,0.004465457,0.8046314,0.0000047691237,0.0010977647,0.0068915724,0.0014615834,0.0077478164,0.0000048972274,0.00026049023,0.16953802,0.000118568074],"about_ca_topic_score_codex":0.00041008551,"about_ca_topic_score_gemma":0.0027381233,"teacher_disagreement_score":0.1734198,"about_ca_system_score_codex":0.00009142239,"about_ca_system_score_gemma":0.00015505325,"threshold_uncertainty_score":0.84872586},"labels":[],"label_agreement":null},{"id":"W4220670953","doi":"10.17269/s41997-022-00623-x","title":"Global health for all by 2030","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Political science","score_opus":0.03768666732600461,"score_gpt":0.36442774313894005,"score_spread":0.32674107581293543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220670953","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":[0.00011354374,0.037890874,0.00041172066,0.15471421,0.7938136,0.0009911731,0.011362531,0.000020739542,0.00068160426],"genre_scores_gemma":[0.00093209476,0.0050109373,0.0007868722,0.07338647,0.91097647,0.000054230884,0.0063740215,0.00014312187,0.0023357826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923709,0.0005640694,0.0020946846,0.0004389924,0.001367265,0.0031641128],"domain_scores_gemma":[0.97685915,0.00054383883,0.0019198054,0.00044666234,0.001151177,0.019079372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010615445,0.00041550826,0.0019120788,0.00067960576,0.00057767524,0.00011480979,0.0005183002,0.000588188,0.0006761968],"category_scores_gemma":[0.005713468,0.0004101318,0.0005199754,0.0006163211,0.00010023801,0.00014889638,0.000023884759,0.0018129465,0.000008787119],"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":[0.000062481435,0.00006365245,0.000748424,0.000994646,0.00013337762,0.000121728124,0.00013635572,5.3957126e-7,1.3680926e-8,0.00022180918,0.9629462,0.034570806],"study_design_scores_gemma":[0.0017757574,0.0026536826,0.00027208347,0.00023067903,0.0000294897,0.00029741018,0.00030854804,0.000003972012,1.1108205e-8,0.00012985083,0.99408376,0.00021472931],"about_ca_topic_score_codex":0.11416183,"about_ca_topic_score_gemma":0.108859874,"teacher_disagreement_score":0.3340837,"about_ca_system_score_codex":0.018781051,"about_ca_system_score_gemma":0.35286474,"threshold_uncertainty_score":0.9998351},"labels":[],"label_agreement":null},{"id":"W4220701771","doi":"10.1590/0100-6991e-20223189","title":"Global Surgery at the National Landscape: Perspectives after the XXXIV Brazilian Congress of Surgery","year":2022,"lang":"en","type":"review","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Commission; Global health; Health care; Population; Public relations; Political science; Economic growth; Public health; Business; Nursing; Environmental health; Economics; Finance","score_opus":0.06296011199351004,"score_gpt":0.3604827104176406,"score_spread":0.29752259842413054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220701771","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":[0.0066439095,0.9861958,0.0000014122003,0.00062786473,0.0008234513,0.0018078603,0.0015452739,0.00008876064,0.0022656822],"genre_scores_gemma":[0.010524331,0.98511636,0.000006405525,0.0009161218,0.0007065059,0.000891646,0.00047342645,0.000102695616,0.0012624875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992548,0.0016577098,0.0019502537,0.000946279,0.0017480585,0.0011496847],"domain_scores_gemma":[0.98721814,0.009424846,0.0013223998,0.0011319752,0.00042229003,0.00048035212],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045718057,0.00085590774,0.0038015123,0.00036101093,0.00057903293,0.00019866132,0.0005816414,0.00044436284,0.0048030764],"category_scores_gemma":[0.003262288,0.0005158258,0.003104575,0.0018532298,0.00069015095,0.000103654806,0.00040386902,0.00084476534,0.000086250766],"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":[0.00072025665,0.00047217245,0.17626679,0.044456895,0.0012367391,0.00056350866,0.00019792723,0.000002104154,1.3619942e-7,0.0016192419,0.61547697,0.15898725],"study_design_scores_gemma":[0.00017310218,0.000027452345,0.02769756,0.0069694673,0.000918107,0.0017536031,0.00030525125,0.0000027993592,1.3175378e-7,0.000024729596,0.96167576,0.00045200976],"about_ca_topic_score_codex":0.000084940846,"about_ca_topic_score_gemma":0.000032423693,"teacher_disagreement_score":0.3461988,"about_ca_system_score_codex":0.0018744395,"about_ca_system_score_gemma":0.005358657,"threshold_uncertainty_score":0.99972934},"labels":[],"label_agreement":null},{"id":"W4220757626","doi":"10.1016/j.jtcvs.2022.03.004","title":"Statement regarding events in Ukraine from Shaf Keshavjee, MD, 102nd President, The American Association for Thoracic Surgery","year":2022,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Solidarity; Dignity; Tragedy (event); Humanity; Political science; Excellence; Health care; Democracy; Law; Medicine; Sociology; Social science","score_opus":0.021209094154882095,"score_gpt":0.3342870060672271,"score_spread":0.313077911912345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220757626","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":[0.3235222,0.17439514,0.00029647708,0.0012078889,0.49806055,0.001541446,0.0008256468,0.000046763784,0.0001038782],"genre_scores_gemma":[0.1294997,0.2410588,0.00030474862,0.0007916066,0.62486875,0.00040914427,0.0017766563,0.00034993337,0.0009406472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98990494,0.0021541712,0.0025055918,0.00065375346,0.0037744052,0.0010071234],"domain_scores_gemma":[0.98147523,0.013291767,0.003140307,0.0007656135,0.0008662939,0.000460776],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03009719,0.00057470513,0.004123298,0.0008987184,0.0003134919,0.000085880456,0.00026479582,0.00044682686,0.00004411111],"category_scores_gemma":[0.010136629,0.0004430606,0.00448365,0.0007770282,0.00007564294,0.000276312,0.00016784282,0.0018888279,0.0000029895136],"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":[0.0032495388,0.00013089176,0.061947748,0.000870259,0.0043482557,0.0005468365,0.00012095505,0.00007379781,0.0000028324669,2.947525e-7,0.8729953,0.055713274],"study_design_scores_gemma":[0.0004953306,0.0001337054,0.015094729,0.0015858399,0.0029248511,0.00010751176,0.0005848785,0.000021623842,0.00002178368,0.00011361644,0.978454,0.0004621087],"about_ca_topic_score_codex":0.0011603114,"about_ca_topic_score_gemma":0.000054673503,"teacher_disagreement_score":0.1940225,"about_ca_system_score_codex":0.00141731,"about_ca_system_score_gemma":0.0022512442,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W4220866992","doi":"10.1097/acm.0000000000004257","title":"Breaking Borders: How Barriers to Global Mobility Hinder International Partnerships in Academic Medicine","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Addiction and Mental Health; Women's College Hospital","funders":"","keywords":"Realm; Global health; Political science; Politics; Public relations; Sociology; Inequality; Narrative; Economic growth; Health care; Law; Economics","score_opus":0.08686813544064223,"score_gpt":0.41750010611400445,"score_spread":0.33063197067336225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220866992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5501547,0.005564391,0.0006229027,0.43067184,0.002700125,0.00067584205,0.000021512573,0.00014350466,0.009445194],"genre_scores_gemma":[0.92953616,0.0016261735,0.00008924785,0.064771615,0.0022496355,0.000057393332,0.00015058457,0.00002937167,0.0014897898],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486727,0.00027684873,0.0012068145,0.0009652943,0.0014899151,0.0011938578],"domain_scores_gemma":[0.995884,0.000509011,0.00023187282,0.00056347105,0.00039003874,0.0024215842],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031495406,0.00042944227,0.0011002156,0.00032606744,0.00010395946,0.000006655659,0.0004181815,0.00077461696,0.001767411],"category_scores_gemma":[0.017358731,0.00035009987,0.00009179321,0.0015544685,0.0004196369,0.00021124876,0.00018225325,0.0023055358,0.000052658004],"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":[0.00095687923,0.00003255697,0.73125184,0.0003828915,0.00012320004,0.0009027238,0.0050975056,0.00001479921,0.0020497814,0.00638894,0.24178286,0.011016002],"study_design_scores_gemma":[0.014313246,0.0007176317,0.26097807,0.0075773564,0.00033985823,0.0020483078,0.04319678,0.0008019203,0.00047612167,0.009142766,0.65944004,0.0009679343],"about_ca_topic_score_codex":0.0003712783,"about_ca_topic_score_gemma":0.00013880758,"teacher_disagreement_score":0.4702738,"about_ca_system_score_codex":0.0009393055,"about_ca_system_score_gemma":0.0012026144,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W4221018407","doi":"10.1503/cjs.018420","title":"Growing academic global surgery: opportunities for Canadian trainees","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; University of Toronto","funders":"University of Toronto; McMaster University; Queen's University; University of Calgary; McGill University; Université de Montréal; University of Alberta","keywords":"Medicine; General partnership; Global health; Curriculum; Medical education; Equity (law); Nature versus nurture; Public relations; Nursing; Public health; Political science; Pedagogy; Sociology","score_opus":0.15509637612419658,"score_gpt":0.3038433798519446,"score_spread":0.14874700372774802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221018407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948506,0.0060415943,0.000018185136,0.03758819,0.0048947306,0.0002525465,0.0009609578,0.000017232298,0.001720539],"genre_scores_gemma":[0.98194325,0.00018970568,0.000045656347,0.016612582,0.00069679,0.000021863592,0.00010130031,0.00003223761,0.00035661692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697083,0.00013626581,0.0009947107,0.0001770669,0.0003998449,0.0013212746],"domain_scores_gemma":[0.9933019,0.0008107115,0.00032275644,0.0001692936,0.00032150542,0.0050738296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032652584,0.0002063449,0.0008310625,0.0012922601,0.0006763071,0.000029934705,0.00016010388,0.0001346701,0.000622088],"category_scores_gemma":[0.0011971546,0.00021885369,0.00064191245,0.00053872773,0.00009947206,0.0002576589,0.000009599794,0.0005879271,0.0000025044646],"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":[0.00017192475,0.000012440681,0.3028916,0.00015383189,0.000107232576,0.006149551,0.00015618154,0.000028657347,0.000006776411,0.00085883646,0.6564346,0.033028364],"study_design_scores_gemma":[0.0003133023,0.00007896244,0.047419835,0.00021868556,0.0000954649,0.005487607,0.004660438,0.000025104118,0.000009261435,0.0004626295,0.94095457,0.00027413518],"about_ca_topic_score_codex":0.14665918,"about_ca_topic_score_gemma":0.14355008,"teacher_disagreement_score":0.28451997,"about_ca_system_score_codex":0.0020156044,"about_ca_system_score_gemma":0.04664061,"threshold_uncertainty_score":0.9587641},"labels":[],"label_agreement":null},{"id":"W4221020373","doi":"10.17269/s41997-022-00624-w","title":"Are we there yet? Principles in advancing equity though global public health research","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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 Victoria; Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Political science; Public relations; Reflexivity; Equity (law); Excellence; Global health; Solidarity; Public administration; Sociology; Social science; Health care; Law","score_opus":0.3891404587121591,"score_gpt":0.46605258472448013,"score_spread":0.07691212601232106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221020373","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":[0.32352376,0.025395304,0.00010626714,0.6450822,0.0014005924,0.0006964047,0.00028675154,0.00002319266,0.003485571],"genre_scores_gemma":[0.9695587,0.0012034756,0.00039245377,0.028080793,0.00039685622,0.000020424372,0.000029469287,0.00003211694,0.00028571737],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892582,0.002930713,0.0016046547,0.0003727633,0.0016042218,0.004229444],"domain_scores_gemma":[0.98461884,0.00030658836,0.0010158819,0.0004761148,0.0007786446,0.01280394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.039354272,0.00021183438,0.00092796667,0.0013903105,0.0012140134,0.00013208881,0.000570735,0.000104147126,0.00059781363],"category_scores_gemma":[0.005151598,0.00020293011,0.00016561718,0.00295464,0.00016825239,0.00035454315,0.00016105229,0.0022716634,0.000011318707],"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":true,"study_design_scores_codex":[0.000056407054,0.00025025549,0.6221149,0.00070736045,0.00003546512,0.0017027673,0.0018936633,0.00004362261,3.5649063e-7,0.009873439,0.1887538,0.17456798],"study_design_scores_gemma":[0.00087421853,0.00069264177,0.22348484,0.0002849539,0.0000014340313,0.0010758907,0.013187188,0.000049362396,9.0476014e-8,0.0006474561,0.7595965,0.00010541139],"about_ca_topic_score_codex":0.049450763,"about_ca_topic_score_gemma":0.37205693,"teacher_disagreement_score":0.64603496,"about_ca_system_score_codex":0.020785699,"about_ca_system_score_gemma":0.14465675,"threshold_uncertainty_score":0.98918694},"labels":[],"label_agreement":null},{"id":"W4221043496","doi":"10.4314/rmj.v79i1.4","title":"Assessing the waiting time for emergency orthopedic surgery for open fractures – A 6-month review of records at one of the largest referral public hospitals in Rwanda","year":2022,"lang":"en","type":"review","venue":"Rwanda medical journal","topic":"Global Health and Surgery","field":"Medicine","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 du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Medicine; Orthopedic surgery; Audit; Referral; Demographics; Medical record; Emergency medicine; Medical emergency; Emergency department; Surgery; General surgery; Family medicine; Nursing","score_opus":0.12951192919002855,"score_gpt":0.43896343473487265,"score_spread":0.30945150554484413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221043496","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":[0.00056226546,0.9833217,0.00003797246,0.009196847,0.0019561455,0.0036475137,0.00022892747,0.00000960375,0.0010390087],"genre_scores_gemma":[0.0003554799,0.995526,0.00012260486,0.0018296761,0.0009791921,0.00042982647,0.00032174928,0.000077832214,0.00035761637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907221,0.0015771219,0.0041333395,0.00044642927,0.002139834,0.000981165],"domain_scores_gemma":[0.9888754,0.0055030426,0.0036660023,0.0006644623,0.0005271587,0.0007639725],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025589863,0.00046232776,0.0044524907,0.0002691075,0.00063650607,0.000060322833,0.0011237875,0.0004559999,0.007327351],"category_scores_gemma":[0.033448894,0.0002376912,0.002117592,0.00094308215,0.00018025267,0.0002279042,0.0005713728,0.002148292,0.0000020902498],"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":[0.00008796422,0.00022525435,0.0015685052,0.084554225,0.00023472737,0.000034745983,0.000017240642,3.450636e-8,8.222156e-8,0.000032950047,0.08893031,0.82431394],"study_design_scores_gemma":[0.0006468391,0.00017339604,0.0006651673,0.15515627,0.0008107104,0.00055421295,0.00002938668,0.000014997969,2.9044824e-7,0.000068114634,0.8416999,0.00018069618],"about_ca_topic_score_codex":0.000059770682,"about_ca_topic_score_gemma":0.00005163556,"teacher_disagreement_score":0.8241333,"about_ca_system_score_codex":0.00046963897,"about_ca_system_score_gemma":0.011804862,"threshold_uncertainty_score":0.9937973},"labels":[],"label_agreement":null},{"id":"W4223437334","doi":"10.1007/s00268-022-06530-z","title":"A Journey Undertaken by Families to Access General Surgical Care for their Children at Muhimbili National Hospital, Tanzania; Prospective Observational Cohort Study","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"National Institute for Health and Care Research","keywords":"Medicine; Tanzania; Observational study; Cohort; Family medicine; Incidence (geometry); Health care; Prospective cohort study; Cohort study; Descriptive statistics; Emergency medicine; Pediatrics; Surgery; Internal medicine","score_opus":0.04978158091717248,"score_gpt":0.3332749590274442,"score_spread":0.2834933781102717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223437334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904889,0.0014625586,0.000010646205,0.0040215673,0.0011653644,0.0017811583,0.00042004106,0.000024846131,0.000624913],"genre_scores_gemma":[0.99522185,0.000082463965,0.00010223872,0.0020524515,0.00080335495,0.00025529874,0.00027314748,0.000041653562,0.0011675117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616385,0.00019537589,0.0011249966,0.00037445224,0.0015916366,0.0005496757],"domain_scores_gemma":[0.99636567,0.0010922143,0.00054541265,0.00017983066,0.0012876671,0.0005292098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025692,0.0002724703,0.0009394435,0.0006116346,0.0006577109,0.000061834864,0.00024737915,0.000048224698,0.00038360636],"category_scores_gemma":[0.00045755887,0.00022783123,0.00050486566,0.0008835422,0.000052946605,0.00024436548,0.00018427931,0.00046729686,0.0000032729606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014660127,0.00082796655,0.8226394,0.000029273124,0.0003091658,0.000090159825,0.0006068771,0.00014534265,0.000012424604,0.00010578357,0.17339216,0.0003754088],"study_design_scores_gemma":[0.0017441137,0.00055152696,0.9533553,0.00005061726,0.00008249425,0.0003821406,0.0022190858,0.000015236734,0.000035394343,0.00013546145,0.041193336,0.00023526569],"about_ca_topic_score_codex":0.0000776459,"about_ca_topic_score_gemma":0.00009394643,"teacher_disagreement_score":0.13219883,"about_ca_system_score_codex":0.0015455739,"about_ca_system_score_gemma":0.0014265456,"threshold_uncertainty_score":0.9290688},"labels":[],"label_agreement":null},{"id":"W4224238475","doi":"10.1126/science.abq6113","title":"Dutch dangle bid for gravitational wave detector","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","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":"Einstein Telescope; Gravitational wave; Physics; Detector; Government (linguistics); Gravitational-wave observatory; Astronomy; Einstein; Telescope; Astrophysics; Optics; Classical mechanics; Philosophy","score_opus":0.037790917002003634,"score_gpt":0.3343349345240446,"score_spread":0.29654401752204096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224238475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956716,0.00011799936,0.00022090183,0.0014979049,0.00078134093,0.00025750473,0.00006090841,0.000023679631,0.0013682181],"genre_scores_gemma":[0.99557984,9.649725e-7,0.001655036,0.0020307328,0.00005451782,0.00004502366,0.00001258294,0.0000025739653,0.00061874],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912715,0.0000078571575,0.000081741084,0.00015008333,0.00037853408,0.0002546125],"domain_scores_gemma":[0.99959594,0.00005998234,0.000020974316,0.000094560324,0.000081655984,0.00014688783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064024376,0.000031109852,0.00006067532,0.0000763407,0.0003764781,0.000006918997,0.00006379524,0.000006893333,0.0001139493],"category_scores_gemma":[0.00026373772,0.000027526601,0.000028905448,0.00044448418,0.00009773815,0.00004114274,0.00003704407,0.000052216823,0.000009790721],"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":[0.003291893,0.0017979753,0.16017203,0.00091622776,0.000043328124,0.0003264022,0.012275849,0.00030914717,0.35933176,0.067508645,0.110543266,0.2834835],"study_design_scores_gemma":[0.0033749186,0.002450503,0.45582137,0.00004633784,0.000044769156,0.0003705512,0.005645554,0.007958257,0.014588536,0.015426417,0.4937892,0.00048361177],"about_ca_topic_score_codex":0.000011846095,"about_ca_topic_score_gemma":0.0000023713962,"teacher_disagreement_score":0.38324592,"about_ca_system_score_codex":0.00010108349,"about_ca_system_score_gemma":0.0005729207,"threshold_uncertainty_score":0.28956032},"labels":[],"label_agreement":null},{"id":"W4224272672","doi":"10.9745/ghsp-d-21-00316","title":"The Equity Tool for Valuing Global Health Partnerships","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Université Laval; University of British Columbia, Okanagan Campus; Canadian Coalition for Global Health Research; Okanagan College; Centre for Global Health Research; Okanagan University College; McGill University Health Centre","funders":"Global Affairs Canada; Université de Montréal; McGill University","keywords":"Equity (law); Global health; Health equity; Situated; General partnership; Context (archaeology)","score_opus":0.1540634619522491,"score_gpt":0.5079449828123097,"score_spread":0.35388152086006064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224272672","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":[0.046953555,0.026019545,0.0011511447,0.8871812,0.0050499607,0.0046217446,0.00058387086,0.0002228811,0.028216053],"genre_scores_gemma":[0.8429661,0.0015178558,0.0024416586,0.15251145,0.0002580827,0.0001515711,0.000017339264,0.000007233969,0.00012871528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949316,0.0003864684,0.00061502645,0.0005874955,0.0016708559,0.0018085837],"domain_scores_gemma":[0.99655986,0.00094471715,0.00045290258,0.0004301686,0.00043660996,0.001175726],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.028397907,0.00016889552,0.00035024522,0.000034366945,0.006534428,0.0001640925,0.000332823,0.000036667094,0.000012124091],"category_scores_gemma":[0.00449746,0.00013011725,0.00006921669,0.0016060612,0.00042855763,0.00048392758,0.0004099654,0.0003173044,0.000011172779],"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":[0.0034178526,0.00029159995,0.011909051,0.0004765078,0.000019364612,0.000022279302,0.00034234396,0.000014690265,0.00000241371,0.15160146,0.14970458,0.68219787],"study_design_scores_gemma":[0.0008540686,0.0015999369,0.026614023,0.000037055506,0.000018924467,0.0013903879,0.0026786358,0.00059599034,6.1921327e-7,0.0036215647,0.96245444,0.00013438035],"about_ca_topic_score_codex":0.0012527626,"about_ca_topic_score_gemma":0.00016299613,"teacher_disagreement_score":0.81274986,"about_ca_system_score_codex":0.0033125032,"about_ca_system_score_gemma":0.016185218,"threshold_uncertainty_score":0.9947589},"labels":[],"label_agreement":null},{"id":"W4225004519","doi":"10.21203/rs.3.rs-1553018/v1","title":"Assessing Innovative Approaches for Global Health Capacity Building in Fragile Settings in the MENA region: Development of the Evaluation of Capacity Building (eCAP) Program","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre","keywords":"Capacity building; Modalities; Workforce; Context (archaeology); Global health; Political science; Low and middle income countries; Situational ethics; Economic growth; Public relations; Business; Developing country; Economics; Geography; Sociology; Health care","score_opus":0.41174363540083825,"score_gpt":0.5218627897606749,"score_spread":0.11011915435983666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225004519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98337793,0.00072985876,0.0005462034,0.0045099477,0.00018779986,0.009845404,0.00006705594,0.000021437923,0.000714365],"genre_scores_gemma":[0.9812476,0.000020619489,0.015695876,0.00013942849,0.00007776999,0.002688066,0.00010813328,0.000019573075,0.000002909585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98951167,0.0037582547,0.001427499,0.0006987753,0.0035421147,0.0010616608],"domain_scores_gemma":[0.9958035,0.0009008687,0.00077238004,0.00070267625,0.0016871792,0.0001334087],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04425884,0.00026660864,0.000807794,0.000453125,0.00047122725,0.000057192377,0.00053119595,0.0002559551,0.000008201975],"category_scores_gemma":[0.004689362,0.00018643134,0.00015592927,0.0031167218,0.00029745462,0.00010640976,0.00067981466,0.0021995564,1.04609e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007340765,0.0028542208,0.3422821,0.03352452,0.0001851386,0.000011788763,0.041586045,0.002305815,0.00011196001,0.011839249,0.0015344884,0.5630306],"study_design_scores_gemma":[0.0028169241,0.0005817489,0.90682626,0.012204062,0.000041672956,0.000029622268,0.039268482,0.018131053,0.0007582339,0.0155290635,0.0034151152,0.0003977717],"about_ca_topic_score_codex":0.0015221292,"about_ca_topic_score_gemma":0.00034099974,"teacher_disagreement_score":0.56454414,"about_ca_system_score_codex":0.004679146,"about_ca_system_score_gemma":0.010006505,"threshold_uncertainty_score":0.9991417},"labels":[],"label_agreement":null},{"id":"W4225128297","doi":"10.1002/pbc.29726","title":"Building the ecosystem for pediatric neuro‐oncology care in Pakistan: Results of a 7‐year long twinning program between Canada and Pakistan","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric oncology; Family medicine; Crystal twinning; Pediatrics; Internal medicine; Cancer","score_opus":0.014425026325754594,"score_gpt":0.33849055298864605,"score_spread":0.32406552666289146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225128297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97932047,0.01637979,0.0000047862236,0.0008488426,0.0005812146,0.0016962133,0.0010216896,0.00003469407,0.00011230257],"genre_scores_gemma":[0.9966038,0.0007156021,0.00026778702,0.0003075606,0.0013188319,0.00069121626,0.00004665015,0.000031152118,0.00001740809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745435,0.00017361809,0.0008250629,0.00042631812,0.00045237166,0.00066827325],"domain_scores_gemma":[0.9980333,0.00092864217,0.00037678232,0.00025491795,0.00016427177,0.00024210397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008446905,0.00018863723,0.00056882674,0.00019634035,0.00023167937,0.000012042543,0.00015620461,0.000079625075,0.000010416239],"category_scores_gemma":[0.00014452742,0.00015924069,0.00008343166,0.00096105813,0.000020861009,0.00003150125,0.00011737376,0.00044170205,1.1279043e-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":[0.0006659124,0.00007995426,0.9823374,0.0018565364,0.000028217784,0.000109770386,0.0005783087,0.000080715836,0.0000018181503,0.000024153425,0.0025456655,0.0116915265],"study_design_scores_gemma":[0.016546046,0.0034599244,0.80417514,0.00009677993,0.0023980795,0.000100956764,0.0048402683,0.00017419727,0.00003751161,0.000035984547,0.16750515,0.0006299825],"about_ca_topic_score_codex":0.18563926,"about_ca_topic_score_gemma":0.2788933,"teacher_disagreement_score":0.17816229,"about_ca_system_score_codex":0.00053289556,"about_ca_system_score_gemma":0.0035752677,"threshold_uncertainty_score":0.8197836},"labels":[],"label_agreement":null},{"id":"W4229052267","doi":"10.1371/journal.pone.0266836","title":"Barriers and facilitators to the conduct of critical care research in low and lower-middle income countries: A scoping review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","cited_by":40,"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":"Wellcome Trust; Wellcome","keywords":"Low and middle income countries; MEDLINE; Medicine; Developing country; Economic growth; Political science; Economics","score_opus":0.3051936352774281,"score_gpt":0.465702225160945,"score_spread":0.1605085898835169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229052267","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":[0.002025466,0.99236256,6.5661744e-8,0.0013650941,0.000067373636,0.0037084823,0.00025276642,0.000010012188,0.00020819237],"genre_scores_gemma":[0.0005946885,0.9980108,0.000037054684,0.00073820876,0.000044152323,0.00050216645,0.000023092536,0.00002212313,0.000027674105],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966326,0.0007754865,0.0007801368,0.00041401,0.000864833,0.00053293275],"domain_scores_gemma":[0.996362,0.0023318669,0.00006954686,0.00044634854,0.0002295329,0.00056070794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028750217,0.00021295573,0.0021726296,0.0002745768,0.00015183642,0.000013755551,0.0001372037,0.00013166273,0.00029818877],"category_scores_gemma":[0.006820197,0.000149097,0.00009379392,0.0007835065,0.00033904362,0.00003597372,0.00022777678,0.00086613896,0.000013609982],"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":[0.000030957162,0.000048761987,0.00033263737,0.9874198,0.000037433063,0.00007210031,0.00026319115,4.814199e-9,3.2847087e-8,0.000050835173,0.00009972451,0.0116445245],"study_design_scores_gemma":[0.00014913394,0.00032817663,0.000010112226,0.8303266,0.00030940244,0.000020207966,0.00055941404,3.715036e-7,3.4889572e-7,0.0000063032303,0.16816875,0.00012112614],"about_ca_topic_score_codex":0.00011132424,"about_ca_topic_score_gemma":0.000042399344,"teacher_disagreement_score":0.16806903,"about_ca_system_score_codex":0.00025962514,"about_ca_system_score_gemma":0.0018318094,"threshold_uncertainty_score":0.8164906},"labels":[],"label_agreement":null},{"id":"W4230191393","doi":"10.1017/s0317167100019302","title":"Reply","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Global Health and Surgery","field":"Medicine","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; Psychology","score_opus":0.05647739412041152,"score_gpt":0.2908967465807364,"score_spread":0.23441935246032486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230191393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82687175,0.070931315,0.000014477054,0.06747909,0.010914918,0.00021094264,0.000027867638,0.000020852533,0.023528766],"genre_scores_gemma":[0.9428209,0.009417735,0.0014289473,0.042734142,0.0024737632,0.0000018054126,2.552765e-7,0.000022174267,0.0011002845],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890498,0.0020825637,0.0020207106,0.00083217677,0.0015238324,0.004490898],"domain_scores_gemma":[0.98654604,0.0013910254,0.0013535542,0.00028217887,0.00094204146,0.009485172],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.010440452,0.0005989092,0.0011319395,0.0015986401,0.0045389775,0.00094990776,0.0023183099,0.00048519543,0.0039453236],"category_scores_gemma":[0.008919212,0.0004329631,0.00063750864,0.002841589,0.017420333,0.0015677372,0.000082661594,0.0031592238,0.000115587165],"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":[0.00012351932,0.00013345938,0.81516534,0.00006184721,0.000036992067,0.065772474,0.0005915539,0.0011624391,0.0000068759527,0.0033440196,0.07355552,0.04004594],"study_design_scores_gemma":[0.00088864245,0.171982,0.123504154,0.00053098093,0.0002074945,0.29175738,0.0005736849,0.0055971104,0.000028663117,0.016544623,0.38761595,0.00076929945],"about_ca_topic_score_codex":0.0053043934,"about_ca_topic_score_gemma":0.034696463,"teacher_disagreement_score":0.6916612,"about_ca_system_score_codex":0.0008127328,"about_ca_system_score_gemma":0.007167546,"threshold_uncertainty_score":0.99981225},"labels":[],"label_agreement":null},{"id":"W4230741570","doi":"10.1007/s11845-017-1711-z","title":"UCD School of Medicine, Summer Student Research Awards 2017, 4th October 2017, UCD, Dublin, Ireland","year":2017,"lang":"en","type":"article","venue":"Irish Journal of Medical Science (1971 -)","topic":"Global Health and Surgery","field":"Medicine","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":"British Columbia Centre on Substance Use; University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; Teagasc; European Commission; National Healthcare Group; Department of Agriculture, Food and the Marine, Ireland; Wellcome Trust","keywords":"Medical education; Political science; Medicine","score_opus":0.31620894672810157,"score_gpt":0.5523842128968308,"score_spread":0.23617526616872925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230741570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8841138,0.0038197467,0.00012407216,0.07989686,0.00385898,0.00035981872,0.000007434724,0.000013459182,0.027805833],"genre_scores_gemma":[0.9898973,0.004263823,0.00024448798,0.001994186,0.0022955316,0.000004217535,0.0000016249581,0.000015544474,0.0012832651],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9831105,0.00030354797,0.0015827169,0.0004715627,0.013127031,0.0014046332],"domain_scores_gemma":[0.9893311,0.0006071258,0.0010228793,0.0010338054,0.0032689888,0.004736057],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037990756,0.00024345952,0.0010592355,0.00078631076,0.00092369545,0.00013985588,0.0026500986,0.00034684382,0.00214441],"category_scores_gemma":[0.034494385,0.00015114518,0.00021952979,0.0007652203,0.006027296,0.00071397255,0.00048751797,0.0021578432,0.00015292151],"study_design_candidate":"observational","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":[0.00039056496,0.0004472614,0.16274214,0.00012189061,0.000049870385,0.0017553051,0.00025704515,9.483029e-7,0.00041670576,0.0002360133,0.82298785,0.010594395],"study_design_scores_gemma":[0.00743207,0.0018877204,0.8250456,0.0037213252,0.000111641115,0.0024731208,0.0016463042,0.00026973477,0.00030202104,0.00035017935,0.15650836,0.00025197348],"about_ca_topic_score_codex":0.0013211808,"about_ca_topic_score_gemma":0.00008849307,"teacher_disagreement_score":0.6664795,"about_ca_system_score_codex":0.00032949587,"about_ca_system_score_gemma":0.006515386,"threshold_uncertainty_score":0.9991168},"labels":[],"label_agreement":null},{"id":"W4232131650","doi":"10.1177/2192568219838522","title":"Global Spine Congress Heads to Toronto","year":2019,"lang":"en","type":"editorial","venue":"Global Spine Journal","topic":"Global Health and Surgery","field":"Medicine","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; SPINE (molecular biology); Bioinformatics","score_opus":0.009304663864791805,"score_gpt":0.34348844375536,"score_spread":0.3341837798905682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232131650","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":[0.0017133345,0.015637511,0.00050301757,0.0027337573,0.94901943,0.000993743,0.0013276397,0.00014452329,0.02792702],"genre_scores_gemma":[0.0011078644,0.0025787125,0.002388275,0.0039399476,0.9833538,0.000018640665,0.0006124725,0.000075976364,0.0059243455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917925,0.00016068597,0.0017140484,0.0009282599,0.003152254,0.002252251],"domain_scores_gemma":[0.99301654,0.000041794876,0.00071470166,0.0009100939,0.0017364048,0.0035804862],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012958834,0.0010047123,0.0023027998,0.000089419766,0.00026624676,0.00025203478,0.00069648377,0.0017389037,0.0012019945],"category_scores_gemma":[0.0023081787,0.0008550375,0.00083893485,0.0005914101,0.00008668076,0.0002782222,0.0003051597,0.0014691821,0.00095576514],"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":[0.0007741138,0.00025334803,0.0023086711,0.00046384064,0.00028121134,0.0010355093,0.000007874097,0.000012497722,0.000004760102,0.000150373,0.9780603,0.016647525],"study_design_scores_gemma":[0.0037156686,0.001966014,0.017033992,0.0016468788,0.0003777261,0.0017268352,0.00003692789,0.000011004542,0.000001238872,0.000099160236,0.97269446,0.0006900986],"about_ca_topic_score_codex":0.0026661116,"about_ca_topic_score_gemma":0.0018812554,"teacher_disagreement_score":0.034334313,"about_ca_system_score_codex":0.008553392,"about_ca_system_score_gemma":0.0055631977,"threshold_uncertainty_score":0.9998221},"labels":[],"label_agreement":null},{"id":"W4233651096","doi":"10.22215/etd/2006-06322","title":"Applying an ecosystem approach to community health research in rural Northern Ghana","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Heritage","funders":"","keywords":"Geography; Political science","score_opus":0.1286147010596273,"score_gpt":0.42638797525896693,"score_spread":0.29777327419933963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233651096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8557279,0.000364625,0.000019836187,0.00019936531,0.00024247867,0.0032841843,0.000028646784,0.0000827201,0.1400502],"genre_scores_gemma":[0.98446435,0.00002242889,0.0004349159,0.00080650183,0.00019995423,0.0007601578,0.008316627,0.00005648412,0.004938608],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956078,0.0013163025,0.0007986602,0.00032312947,0.00083663216,0.0011174618],"domain_scores_gemma":[0.997749,0.00022437764,0.00011711383,0.00072962284,0.00034722447,0.00083268597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00532081,0.0002582587,0.0008385327,0.0008286332,0.00042144567,0.000035129473,0.00023829975,0.0003488189,0.000013205291],"category_scores_gemma":[0.000107076004,0.00023019925,0.00008677989,0.0009130319,0.0000127959265,0.00007282261,0.000030556243,0.0019613376,0.00008907454],"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":[0.0066332887,0.010778955,0.30031735,0.07528931,0.00013602988,0.0001600607,0.02251997,0.0001657908,0.000099132594,0.0035088877,0.0646541,0.5157371],"study_design_scores_gemma":[0.004028039,0.0029532749,0.49096927,0.010647952,0.000042140764,0.000122108,0.46277568,0.002171749,0.00006186769,0.00044887268,0.02428957,0.0014894673],"about_ca_topic_score_codex":0.20163193,"about_ca_topic_score_gemma":0.65720356,"teacher_disagreement_score":0.51424766,"about_ca_system_score_codex":0.0010485108,"about_ca_system_score_gemma":0.0017618693,"threshold_uncertainty_score":0.9387253},"labels":[],"label_agreement":null},{"id":"W4234035637","doi":"10.1215/9780822373407","title":"Downwardly Global","year":2017,"lang":"en","type":"book","venue":"","topic":"Global Health and Surgery","field":"Medicine","cited_by":63,"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 California, Santa Barbara; Harvard University; Wilson Foundation","keywords":"Mathematics","score_opus":0.025040449519173804,"score_gpt":0.33362140596684803,"score_spread":0.30858095644767425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234035637","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":[0.000026946682,0.0012691574,0.000013952279,0.0012304536,0.0010424753,0.00026689426,0.00007821489,0.00011053186,0.99596137],"genre_scores_gemma":[0.00032240513,0.00022734335,0.0001756642,0.004821514,0.0008954378,0.000004143862,0.00019976374,0.000014586149,0.9933391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988179,0.000006338788,0.00022254905,0.0002528774,0.00030855587,0.00039174716],"domain_scores_gemma":[0.9986133,0.000019337278,0.0001098943,0.00066064217,0.000099803314,0.000497045],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001422059,0.00019710654,0.0005352798,0.000028797962,0.0000819018,0.00001909559,0.00011151179,0.00044391473,0.0013634014],"category_scores_gemma":[0.00008672051,0.00015022556,0.0002156959,0.000012125806,0.00006706274,0.000021997903,0.000046733716,0.00024587303,0.003109138],"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":[0.00006377867,0.000014298429,0.0010766025,0.00024440754,0.000030934847,0.0003080904,0.0000010626203,5.687726e-9,6.504099e-8,0.009539827,0.96748674,0.021234207],"study_design_scores_gemma":[0.0003482204,0.00007094895,0.0045761033,0.0002895175,0.00006965266,0.00018161697,9.2602016e-7,9.903235e-7,3.829144e-7,0.0038930709,0.99044174,0.00012681415],"about_ca_topic_score_codex":0.00009238058,"about_ca_topic_score_gemma":0.000049039732,"teacher_disagreement_score":0.022955036,"about_ca_system_score_codex":0.00036994653,"about_ca_system_score_gemma":0.0024740428,"threshold_uncertainty_score":0.9995495},"labels":[],"label_agreement":null},{"id":"W4234648636","doi":"10.1002/bjs.11195","title":"Correspondence","year":2019,"lang":"en","type":"letter","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","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","score_opus":0.03813635044366135,"score_gpt":0.2811958776890561,"score_spread":0.24305952724539473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234648636","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":[0.092264466,0.05220223,0.00005286404,0.8222395,0.025503298,0.00048106333,0.0001724082,0.000064255255,0.007019901],"genre_scores_gemma":[0.004037947,0.0065637026,0.000096815565,0.96003807,0.011390926,0.000002073281,0.00009312841,0.0000732873,0.01770407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964215,0.00018709106,0.0013096734,0.00023035993,0.0011310085,0.0007203609],"domain_scores_gemma":[0.9959426,0.001811358,0.0010053815,0.0002563747,0.00071985985,0.00026441904],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017156897,0.00023534134,0.0015762069,0.0004863597,0.000053511412,0.00007193849,0.00015868466,0.0007990754,0.0011097634],"category_scores_gemma":[0.0016531959,0.00025559068,0.0009746144,0.00025652192,0.00007739885,0.00015745091,0.000029236102,0.003557731,0.00037916075],"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":[0.00017502335,0.00003495625,0.007631679,0.0007237852,0.00006808544,0.11020146,0.0000034573768,2.4565145e-7,0.0000038689973,1.9980622e-7,0.8589281,0.022229172],"study_design_scores_gemma":[0.00027482343,0.000057902034,0.014916184,0.005807426,0.00009665563,0.11634682,0.0000064854707,0.0000012434059,0.000005309865,0.000021079659,0.8622813,0.00018473345],"about_ca_topic_score_codex":0.000083046456,"about_ca_topic_score_gemma":0.0000012057874,"teacher_disagreement_score":0.13779853,"about_ca_system_score_codex":0.00016205099,"about_ca_system_score_gemma":0.0023777722,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W4236516532","doi":"10.1007/978-3-030-45009-0_113","title":"Global Health Partnerships and Translation","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Public Health Ontario; University of Toronto","funders":"","keywords":"Global health; Corporate governance; Political science; Business; Global governance; Sustainable development; Equity (law); Public relations; Health care","score_opus":0.10539895933069171,"score_gpt":0.3548561415392529,"score_spread":0.24945718220856117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236516532","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":[0.000059304177,0.020664342,0.00013312447,0.017499588,0.0002244725,0.0002914683,0.00004099942,0.00006307552,0.9610236],"genre_scores_gemma":[0.023594698,0.00849582,0.0015246319,0.024834963,0.0005451548,0.000004968223,0.0007528843,0.00003833942,0.94020855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893516,0.000013693977,0.00030337987,0.00026324947,0.00021910535,0.00026543194],"domain_scores_gemma":[0.99918765,0.000034279263,0.000066743865,0.00016151495,0.000053521395,0.00049631856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019524948,0.000166082,0.00046813054,0.000033957036,0.00004501283,0.0000091151305,0.000014947701,0.00023657805,0.00068534655],"category_scores_gemma":[0.00001065689,0.00014574411,0.00009408736,0.000023462479,0.000034733523,0.00001788643,0.000008279497,0.00015534616,0.000034747027],"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":[0.00014588161,0.000022098457,0.0011410308,0.0010563155,0.000060460057,0.00014879453,0.000030327514,5.496742e-8,2.3593314e-7,0.65102136,0.045282412,0.30109102],"study_design_scores_gemma":[0.0004469432,0.00012400722,0.0011059459,0.00040040718,0.00003949877,0.00019671774,0.0000131286715,0.000013270174,2.918122e-7,0.0036288004,0.99391,0.00012099787],"about_ca_topic_score_codex":0.00003391295,"about_ca_topic_score_gemma":0.00033008106,"teacher_disagreement_score":0.9486276,"about_ca_system_score_codex":0.0001286395,"about_ca_system_score_gemma":0.00074230286,"threshold_uncertainty_score":0.7504064},"labels":[],"label_agreement":null},{"id":"W4237035298","doi":"10.5858/135.2.170","title":"Pathologists as Leaders, Innovators, and Devoted Physicians: Special Section on Pathology in Resource-Poor Nations","year":2011,"lang":"en","type":"editorial","venue":"Archives of Pathology & Laboratory Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Theme (computing); Special section; Resource (disambiguation); Politics; Section (typography); Medicine; Political science; Poverty; Pathology; Public relations; Law; Engineering; Business","score_opus":0.016873335492574394,"score_gpt":0.30134994067774235,"score_spread":0.28447660518516793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237035298","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":[0.37097377,0.004640838,0.00004099471,0.0048960494,0.58684486,0.0017535178,0.0010264122,0.00021549716,0.029608093],"genre_scores_gemma":[0.081499375,0.004983164,0.0006852507,0.0089950645,0.8994318,0.00019535855,0.003157238,0.00020387063,0.0008488593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950043,0.0010385775,0.0013580194,0.0010962399,0.00064265315,0.000860186],"domain_scores_gemma":[0.99542916,0.00243234,0.0007806727,0.00070251647,0.00037862314,0.00027669614],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013478668,0.00064111286,0.0019539313,0.002108441,0.0001519314,0.000004070342,0.00024826263,0.001313373,0.000065741624],"category_scores_gemma":[0.008142871,0.00057158247,0.000116814124,0.001204146,0.0031792794,0.000068529676,0.0001108102,0.0024958737,0.000020980327],"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":[0.0032685902,0.00063633715,0.003454977,0.00094488217,0.00008404592,0.0077392915,0.0044910144,6.580061e-7,0.004168298,0.001776713,0.9660959,0.0073392573],"study_design_scores_gemma":[0.0061094454,0.00557226,0.034177724,0.0029541394,0.00027406908,0.00030939106,0.0021864742,0.0000026998046,0.00032447767,0.0013254428,0.9461967,0.00056722166],"about_ca_topic_score_codex":0.0000928794,"about_ca_topic_score_gemma":0.00030962875,"teacher_disagreement_score":0.312587,"about_ca_system_score_codex":0.00013285219,"about_ca_system_score_gemma":0.0011958457,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null},{"id":"W4240176563","doi":"10.1503/cjs.008715","title":"15th Bethune Round Table Conference on International SurgeryCaustic soda for the manufacture of a local variety of soap — the cause of untold suffering in the lives of children in a developing countryBarriers to care and patterns of congenital malformations in Eastern Democratic Republic of CongoAnesthesia capacity in rural hospitals in Enugu, NigeriaPostcrash management of road traffic injury victims in TanzaniaA framework for the monitoring and evaluation of international surgical initiatives in low- and middle-income countriesMaternal near miss and mortality in a tertiary care hospital in RwandaThe socioeconomic impact of lower extremity fractures in Uganda: 1-year results of a prospective case seriesPost–cesarean section pain control at Mbarara Regional Referral Hospital: a comparison of intrathecal morphine and transversus abdominis plane blockPediatric plastic surgery in global health: a scoping reviewUsing local theatre to reduce the surgical burden of childhood burns in East AfricaMeeting local needs in neonatal anesthesia to improve outcome in surgeryContext-specific challenges faced by Rwandan surgeons: development of an evidence-based resident curriculum in nontechnical skills to overcome resource variabilityUsing data to drive prehospital quality improvement in trauma: a mixed-methods analysis of the Rwandan experienceSurgical follow-up rates at HEAL Africa Hospital in Eastern Democratic Republic of CongoProof of concept methodology: feasibility of postoperative follow-up using cellular phones at HEAL Africa Hospital in the Eastern Democratic Republic of CongoDeveloping a critical care (CC) curriculum fit for purpose for the College of Surgeons of East, Central and Southern Africa (COSECSA)WHO Surgical Safety Checklist to reduce cost in a rural communityFacilitation of surgical skills acquisition by interns through simulation at UITH, NigeriaInnovations in minimally invasive surgeries for rural areasThe low-cost topical vacuum therapy unit: salvaging diabetic footEngaging communities in influencing quality of health care servicesSafety and efficacy of oral ketamine for premedication in children undergoing day surgerySurgical device innovation for low-resource settings: an alternative for bone drillingDeveloping an effective surgical skills simulation program for surgical residents in a resource-constrained settingBridging the communication gap between communities and health facilities using modern accessible technology with information power for improved care of vulnerable mothers and newborns: a case of 4 rural hospitals in UgandaFrom community laywomen to breast health workers: a successful training model for implementing a clinical breast exam screening program in MalawiImproving intra- and interhospital communication using caller user groups (CUG) for health service providers for material newborn healthAssessing access to surgical care in Nepal via a countrywide surveyManagement of bladder exstrophy using the mainz II procedure in a resource-limited setting: a multisite studyAddressing the value equation in global surgery: Connecticut’s experience with surgical care in low- and middle-income countriesInguinal hernia repair in Rwanda: a survey of the surgical residentsCompleteness and utility of surgical data capture at a rural Ugandan regional referral hospital: a foundation for quality improvement initiativesBuilding perioperative nursing capacity in Ethiopia through educationDevelopment of a combined surgery/oncology breast clinic in RwandaSurgical education partnerships: a socially responsible approach to augment surgical capacityCommunity needs assessment for prehospital trauma care in Northwestern CambodiaShumba Medical Society: practising pro-African medicine","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; Université de Montréal; Vancouver General Hospital; Children's Hospital of Eastern Ontario; University of Calgary; Memorial University of Newfoundland; Hospital for Sick Children; University of British Columbia; McMaster University; Queen's University; University of Toronto","funders":"","keywords":"Medicine; SOAP; Medical emergency; World Wide Web","score_opus":0.1633824239488578,"score_gpt":0.43778659920670004,"score_spread":0.2744041752578422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240176563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321384,0.0004977971,0.0010807096,0.00057491264,0.000017058188,0.012904169,0.0017103124,0.0000011913622,3.3634933e-8],"genre_scores_gemma":[0.9970433,0.000028045659,0.0019041781,0.0000056131985,0.00000317029,0.0007219521,0.00027864124,0.000015109002,6.827172e-9],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9882908,0.0050230906,0.005333144,0.00040992076,0.00045877986,0.0004843073],"domain_scores_gemma":[0.97844493,0.017708685,0.0025802697,0.00028157022,0.00090939814,0.00007513805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.024091627,0.00032762813,0.0023522545,0.0011467128,0.00010088029,0.000021161068,0.00028662296,0.0002081224,9.028886e-8],"category_scores_gemma":[0.0020613018,0.00024847602,0.00009476879,0.0017383597,0.00080543134,0.00045908577,0.00018657367,0.00041196102,2.7290213e-11],"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":[0.016048731,0.0006417212,0.6332033,0.0031164647,0.000043364278,0.00000122186,0.3297723,0.01519123,0.000009480115,0.00001206951,1.0359537e-8,0.0019600801],"study_design_scores_gemma":[0.00892906,0.0008275313,0.5698225,0.012730085,0.000018871933,0.000007560202,0.36286524,0.04463326,0.00004398911,0.0000133997255,1.7767741e-8,0.000108518194],"about_ca_topic_score_codex":0.059247054,"about_ca_topic_score_gemma":0.28822955,"teacher_disagreement_score":0.22898251,"about_ca_system_score_codex":0.0015870372,"about_ca_system_score_gemma":0.0020997769,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4241304644","doi":"10.21203/rs.3.rs-26072/v1","title":"Applying equity-centered principles in an interprofessional global health course: A mixed methods study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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":"Trinity Western University; Simon Fraser University; University of British Columbia; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Course (navigation); Equity (law); Health equity; Life course approach; Psychology; Sociology; Political science; Health care; Engineering; Social psychology; Law","score_opus":0.3373280251435129,"score_gpt":0.6345225609615491,"score_spread":0.29719453581803623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241304644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95662946,0.0047539202,0.0014808745,0.015451169,0.0020385704,0.017199324,0.0005211175,0.0002933955,0.0016321711],"genre_scores_gemma":[0.9888862,0.00019557703,0.0065249144,0.0009933062,0.00048107273,0.0021508818,0.00063474383,0.0000554448,0.00007788216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9847624,0.0076835826,0.0013393131,0.0014877727,0.0026632387,0.0020637135],"domain_scores_gemma":[0.9950635,0.00061309576,0.00026959725,0.0011873726,0.000640101,0.0022263224],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016030407,0.00046361212,0.0015575605,0.00042232423,0.000313765,0.00012887105,0.00072556466,0.000455978,0.00012276258],"category_scores_gemma":[0.0017441864,0.00041167386,0.0002464654,0.0010807958,0.00015875678,0.00009004123,0.004935697,0.00432781,0.000052132906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004795639,0.0064428113,0.64703023,0.010311512,0.00016765569,0.0012665116,0.0027573116,0.00003374705,0.000040693725,0.00089687743,0.0050534527,0.3212036],"study_design_scores_gemma":[0.0036299685,0.0036430978,0.9407826,0.0089964345,0.00003483897,0.000039469192,0.028541422,0.0054960083,0.000010367581,0.0028315377,0.0055196974,0.0004745411],"about_ca_topic_score_codex":0.0027943873,"about_ca_topic_score_gemma":0.0027869686,"teacher_disagreement_score":0.32072905,"about_ca_system_score_codex":0.0029023413,"about_ca_system_score_gemma":0.012793138,"threshold_uncertainty_score":0.9998335},"labels":[],"label_agreement":null},{"id":"W4242620885","doi":"10.7189/jogh.01.010301","title":"The importance of a common global health definition: How Canada’s definition influences its strategic direction in global health","year":2012,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"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 for Addiction and Mental Health; Toronto General Hospital","funders":"","keywords":"Global health; MEDLINE; Medicine; Environmental health; Political science; Public health; Nursing; Law","score_opus":0.05330389260699815,"score_gpt":0.3633978386033209,"score_spread":0.3100939459963228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242620885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81230414,0.07009935,0.000037674497,0.110293314,0.0026116222,0.0007533009,0.0005783615,0.000030423205,0.0032918039],"genre_scores_gemma":[0.97386175,0.00962345,0.00045065233,0.015541407,0.00046298126,0.000007008926,0.000037796144,0.000010737528,0.0000042358524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99336964,0.00083796564,0.0023921607,0.0002697194,0.0014142545,0.0017162546],"domain_scores_gemma":[0.9940269,0.0001714735,0.0030265471,0.00031791924,0.0004821399,0.001975018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004346902,0.0003500146,0.0013339922,0.00006418492,0.0004829255,0.000041426934,0.00023114329,0.00017123752,0.0000097486745],"category_scores_gemma":[0.00024364969,0.00026655517,0.0002195066,0.0012793108,0.00012307824,0.00038159988,0.000038797345,0.0005882572,0.000003104531],"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":[0.0010971501,0.000610398,0.9071647,0.00085515383,0.000061112514,0.000053593103,0.00008041671,0.000020795977,5.083085e-7,0.040196456,0.030044934,0.019814767],"study_design_scores_gemma":[0.0016848119,0.001858543,0.9786699,0.0010455592,0.000021553471,0.0021840027,0.0013988909,0.00002692055,9.1401637e-7,0.006981236,0.005961682,0.0001659787],"about_ca_topic_score_codex":0.2251518,"about_ca_topic_score_gemma":0.7484351,"teacher_disagreement_score":0.52328324,"about_ca_system_score_codex":0.015862951,"about_ca_system_score_gemma":0.03834207,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W4244318527","doi":"10.54111/0001/f4","title":"Creating a Pandemic of Health: Opportunities and Lessons for a University Initiative at the Intersection of Health, Equity, and Innovation","year":2015,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Public relations; Scholarship; Equity (law); Global health; Political science; Health care; Business","score_opus":0.43859458231767,"score_gpt":0.4309249728208328,"score_spread":0.007669609496837204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244318527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717052,0.0003854742,0.0025057937,0.019900538,0.000057558886,0.0004750614,0.000037478818,0.000013936181,0.0049189455],"genre_scores_gemma":[0.99767905,0.00021744732,0.00020622092,0.0015494596,0.0000099096915,0.000001926066,0.000027840291,0.0000026998516,0.0003054623],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99930394,0.000099269164,0.00029203843,0.00007822916,0.00009705505,0.00012947907],"domain_scores_gemma":[0.99912584,0.00020442426,0.00028103334,0.000055245364,0.00025533314,0.00007811378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018317397,0.000047611786,0.00023416182,0.00010289617,0.000111163135,0.0000020017676,0.000015745842,0.000031842505,0.0000035293108],"category_scores_gemma":[0.00021744201,0.000034729266,0.000014170317,0.00017638472,0.000105572486,0.000054905424,0.000082195955,0.000047170353,5.8633102e-8],"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":[0.0025760068,0.00018551746,0.15049191,0.0038701124,0.000109999986,0.0000022696452,0.026464168,0.0000022094328,0.00024439464,0.17545426,0.015586501,0.62501264],"study_design_scores_gemma":[0.01563384,0.010529982,0.38777256,0.0024466699,0.00014618995,0.00032755008,0.52573097,0.0030646615,0.0007498111,0.018788438,0.034381285,0.0004280745],"about_ca_topic_score_codex":0.0017939705,"about_ca_topic_score_gemma":0.00052762724,"teacher_disagreement_score":0.62458456,"about_ca_system_score_codex":0.00018979107,"about_ca_system_score_gemma":0.00072677486,"threshold_uncertainty_score":0.2711959},"labels":[],"label_agreement":null},{"id":"W4245252546","doi":"10.1002/9781118786352.wbieg0205","title":"Health and Development","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Transformative learning; Social determinants of health; Economic growth; Millennium Development Goals; Political science; Latin Americans; International health; Health equity; Health policy; Development economics; Health care; Sociology; Developing country; Economics; Law","score_opus":0.01131666294408418,"score_gpt":0.29832579990885455,"score_spread":0.2870091369647704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245252546","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":[0.00029049648,0.008566295,0.00003526262,0.0010008409,0.0012255614,0.00023911272,0.000066223976,0.00004878676,0.9885274],"genre_scores_gemma":[0.0021573845,0.073184475,0.01027566,0.0026432842,0.0011409434,0.000048550446,0.0008061565,0.00024043242,0.9095031],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898386,0.000010455442,0.00025690056,0.00021033571,0.00033952107,0.0001989281],"domain_scores_gemma":[0.9990623,0.000020022824,0.0003633228,0.00020021836,0.00006377724,0.00029035873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012515346,0.00014848921,0.0003890817,0.0004950999,0.000036074656,0.000006674615,0.000119056494,0.00012495981,0.00034163683],"category_scores_gemma":[0.00006309429,0.00013341843,0.000077819735,0.000029337965,0.00009143305,0.000018432718,0.00005040192,0.0001226595,0.00002217151],"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":[0.000049416485,0.00007765723,0.18552825,0.00043128495,0.00018908658,0.000017623184,0.000045266177,1.1596155e-8,9.982216e-8,0.00015026469,0.64671296,0.1667981],"study_design_scores_gemma":[0.0003686386,0.00004930777,0.051224504,0.0008322677,0.0000072752414,0.000019541301,0.000007476342,4.847103e-7,5.17946e-7,0.000023473345,0.94737965,0.000086861684],"about_ca_topic_score_codex":0.0008109069,"about_ca_topic_score_gemma":0.000106645275,"teacher_disagreement_score":0.30066672,"about_ca_system_score_codex":0.000022447162,"about_ca_system_score_gemma":0.0005073874,"threshold_uncertainty_score":0.5440646},"labels":[],"label_agreement":null},{"id":"W4245599678","doi":"10.7189/jogh.10.020425","title":"The development and implementation of an oxygen treatment solution for health facilities in low and middle-income countries","year":2020,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"Medical Research Council; Cure Kids","keywords":"Mains electricity; Photovoltaic system; Usability; Oxygen; Medicine; Environmental science; Business; Computer science; Electrical engineering; Engineering; Physics","score_opus":0.060565551937730285,"score_gpt":0.4315777817827853,"score_spread":0.371012229845055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245599678","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":[0.0077186422,0.9859456,0.00004195585,0.0040631336,0.00022514586,0.0015950152,0.00040051187,0.000004906191,0.000005089744],"genre_scores_gemma":[0.0015528408,0.9965851,0.0012584388,0.00039461444,0.000115149385,0.00002804393,0.000045035405,0.000009688211,0.000011118625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666774,0.00023797002,0.002100742,0.00018153335,0.0003264066,0.00048559642],"domain_scores_gemma":[0.99744534,0.00018655721,0.0015233542,0.00009966599,0.00014187119,0.00060319103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017654409,0.0002457108,0.0018558389,0.000088472494,0.0002110681,0.000021772159,0.000060297312,0.00009379876,0.0000017317024],"category_scores_gemma":[0.000046079153,0.0001515196,0.0001397835,0.00015718013,0.000061637285,0.00008114046,0.00001979014,0.00014194992,4.0940688e-7],"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":[0.0003151665,0.00004995954,0.0010083357,0.054203533,0.00008163677,0.0000072429057,0.0006627697,7.414115e-8,1.9954973e-9,0.00025395007,0.00010964824,0.9433077],"study_design_scores_gemma":[0.0017246215,0.0040833377,0.009590075,0.01737818,0.00007480718,0.0004068754,0.0012358787,0.000007900629,1.7691663e-7,0.00009260209,0.9653005,0.000105060855],"about_ca_topic_score_codex":0.0007880635,"about_ca_topic_score_gemma":0.0040990235,"teacher_disagreement_score":0.9651908,"about_ca_system_score_codex":0.0037592587,"about_ca_system_score_gemma":0.013460385,"threshold_uncertainty_score":0.99213237},"labels":[],"label_agreement":null},{"id":"W4246521042","doi":"10.1503/cjs.016812","title":"Bethune Round Table 2012: 12th Annual Conference: Filling the Gap","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Trillium Health Centre; Canadian Hospice Palliative Care Association; Health Sciences Centre; Sunnybrook Health Science Centre; Alberta Children's Hospital; University of Ottawa; McMaster University; University of Toronto; Montreal Children's Hospital","funders":"","keywords":"Medicine; Tertiary care; Round table; Family medicine; World Wide Web","score_opus":0.07823623903979846,"score_gpt":0.29098557656891866,"score_spread":0.2127493375291202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246521042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96541125,0.01641984,0.000064658256,0.00892892,0.004418365,0.000120607416,0.00006540511,0.000008154459,0.004562829],"genre_scores_gemma":[0.99294186,0.0002541632,0.000054324373,0.003719665,0.0016704691,0.0000016256997,0.00001079857,0.00001737532,0.0013297037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979385,0.00008311241,0.00057810784,0.00008403469,0.00029869005,0.0010175247],"domain_scores_gemma":[0.99598616,0.0005065786,0.00026599047,0.00019425055,0.0005377427,0.002509258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024290222,0.00014018844,0.00047184332,0.0002968411,0.000232743,0.00004427587,0.00010364682,0.00012064731,0.0015016012],"category_scores_gemma":[0.00068344036,0.0000958532,0.00019785843,0.00030984322,0.00012590944,0.00045978237,0.000006849913,0.00049230165,0.000046335903],"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":[0.0000713219,0.00002816867,0.42905003,0.00005979114,0.00006089367,0.0003329803,0.000679447,0.0000046679997,0.000021319402,0.00021028133,0.56283593,0.0066451617],"study_design_scores_gemma":[0.00028634723,0.00004598391,0.19855385,0.00033907703,0.00008345832,0.0018357866,0.0018234235,0.000009541396,0.00007059827,0.00014092194,0.79664594,0.00016506795],"about_ca_topic_score_codex":0.004005675,"about_ca_topic_score_gemma":0.0018225036,"teacher_disagreement_score":0.23381002,"about_ca_system_score_codex":0.00020063538,"about_ca_system_score_gemma":0.0057111857,"threshold_uncertainty_score":0.9999255},"labels":[],"label_agreement":null},{"id":"W4249595691","doi":"10.1503/cmaj.080976","title":"Correction","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Computer science; Information retrieval; World Wide Web; Data science","score_opus":0.010221598489399594,"score_gpt":0.2532635394224196,"score_spread":0.24304194093301998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249595691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7885801,0.00044124288,0.00012548112,0.09465022,0.0118745845,0.0001377415,0.0000065421295,0.0000538967,0.10413018],"genre_scores_gemma":[0.94267434,0.00039684222,0.000047669786,0.04687763,0.0025894146,0.0000017722342,0.000007690159,0.000008154856,0.0073964777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823034,0.000058837653,0.000258617,0.00007094922,0.0009487085,0.00043256843],"domain_scores_gemma":[0.99634635,0.00009039408,0.00008083972,0.00004796249,0.0003145405,0.003119896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000876441,0.000055004894,0.000150261,0.00013109409,0.00030527674,0.000009556126,0.00003923631,0.0002561206,0.004008486],"category_scores_gemma":[0.002882966,0.00004908769,0.00007786553,0.00018375764,0.000019704165,0.000050540566,0.0000024409046,0.0007376521,0.00048413436],"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":[0.000007522644,0.000011186184,0.24946755,0.0000020112045,0.0000133288995,0.0011453772,0.000043614178,2.4611398e-7,8.709341e-7,0.000018727816,0.73387516,0.015414379],"study_design_scores_gemma":[0.00042195202,0.000038280472,0.28947935,0.000033232063,0.0000064111937,0.008710813,0.000052868814,0.00016786132,0.000003477502,0.00001583863,0.7010289,0.000041045376],"about_ca_topic_score_codex":0.0028082826,"about_ca_topic_score_gemma":0.006110793,"teacher_disagreement_score":0.15409423,"about_ca_system_score_codex":0.0011543243,"about_ca_system_score_gemma":0.006633933,"threshold_uncertainty_score":0.9989975},"labels":[],"label_agreement":null},{"id":"W4249661215","doi":"10.1002/9781118410868.wbehibs178","title":"Global Health","year":2014,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Social determinants of health; Context (archaeology); Health policy; Political science; Globalization; Health equity; International health; Economic growth; Geography; Health care; Economics","score_opus":0.009790767579890208,"score_gpt":0.2946214987230714,"score_spread":0.2848307311431812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249661215","genre_codex":"other","genre_gemma":"review","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":[0.009176382,0.3301844,0.00038958428,0.0129267825,0.006683112,0.008033567,0.0015695322,0.00091418443,0.6301224],"genre_scores_gemma":[0.006189366,0.79404926,0.0005979622,0.014831702,0.0017164269,0.00020402131,0.0006046974,0.0005912755,0.18121527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950901,0.00044175432,0.0013889094,0.00080200186,0.00084662857,0.001430575],"domain_scores_gemma":[0.9965714,0.00013819928,0.0012635615,0.0011122562,0.00011333207,0.0008012012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021441565,0.0007144404,0.0021729334,0.00008003858,0.00057026057,0.000019224846,0.0003173489,0.0007624377,0.0007182441],"category_scores_gemma":[0.000051213974,0.0005216783,0.00060071866,0.0004263762,0.00078595267,0.000042516174,0.00013181398,0.0007258509,0.000072552866],"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":[0.000037985974,0.00027930463,0.00731719,0.0024879812,0.000059618673,0.000004169715,0.00093946233,2.4534194e-7,1.1209431e-7,0.00045257356,0.88857865,0.09984271],"study_design_scores_gemma":[0.0012283623,0.00038432883,0.014112314,0.0016182791,0.00019642916,0.00008257502,0.0007754047,0.0000109938765,2.2312945e-7,0.0001492237,0.98101056,0.00043128198],"about_ca_topic_score_codex":0.011938772,"about_ca_topic_score_gemma":0.0005800739,"teacher_disagreement_score":0.46386486,"about_ca_system_score_codex":0.0003800424,"about_ca_system_score_gemma":0.0030255457,"threshold_uncertainty_score":0.9997235},"labels":[],"label_agreement":null},{"id":"W4250174890","doi":"10.1136/bmj.327.7412.0-d","title":"Indigenous health needs innovative thinking","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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; Data science; Computer science; World Wide Web; Medicine; Biology; Ecology","score_opus":0.033385502119040504,"score_gpt":0.35588605268896367,"score_spread":0.32250055056992316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250174890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83896387,0.002117334,0.00050099584,0.009444816,0.00093384477,0.0011311475,0.000005929107,0.00014347947,0.14675862],"genre_scores_gemma":[0.96197724,0.00005080109,0.0019086113,0.034537934,0.00016642216,0.000015122947,0.000015319767,0.000011954823,0.0013166037],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892503,0.00006315134,0.00028499294,0.000095804324,0.00021166583,0.00041935453],"domain_scores_gemma":[0.9993929,0.000039399954,0.00009152374,0.00016316373,0.000110436915,0.00020253967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009902396,0.000075616124,0.00021890293,0.00013169595,0.00012867335,0.0000063626067,0.000028805549,0.00005391371,0.00006336729],"category_scores_gemma":[0.00015043055,0.00006383483,0.000028570854,0.0007338218,0.000017929153,0.000027482103,0.000007794191,0.00016387079,0.000099974655],"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":[0.00028519073,0.00047041467,0.49568006,0.00069860753,0.000098532895,0.00033008095,0.021973148,0.0000040479654,0.00007186135,0.07533211,0.3043098,0.10074615],"study_design_scores_gemma":[0.0015674,0.0006711802,0.14368814,0.0002741284,0.000009699546,0.0005688772,0.0026329926,0.0000066354073,0.0001736285,0.0030465683,0.8471244,0.00023636794],"about_ca_topic_score_codex":0.00015962015,"about_ca_topic_score_gemma":0.000007986171,"teacher_disagreement_score":0.5428146,"about_ca_system_score_codex":0.000121538906,"about_ca_system_score_gemma":0.0011698537,"threshold_uncertainty_score":0.2603109},"labels":[],"label_agreement":null},{"id":"W4251479810","doi":"10.1503/cmaj.080518","title":"Corrections","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Computer science; Information retrieval; Data science; World Wide Web","score_opus":0.012006690566885834,"score_gpt":0.25970576339242485,"score_spread":0.24769907282553902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251479810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78220916,0.00042230036,0.00011774906,0.117807955,0.004777702,0.0001264665,0.0000139014655,0.0000495197,0.09447528],"genre_scores_gemma":[0.9301028,0.00044706845,0.00009295377,0.060045253,0.0024340057,0.000002742593,0.000008318347,0.000009155289,0.0068576853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982846,0.000054990684,0.0002596081,0.000069660586,0.00087463734,0.00045650464],"domain_scores_gemma":[0.99583536,0.00008509793,0.000070746195,0.00005336015,0.00032843227,0.003626978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007497784,0.00005480258,0.00015234457,0.00014089921,0.00040705316,0.0000097039065,0.000043923894,0.0002360817,0.005576612],"category_scores_gemma":[0.0023148933,0.000049071194,0.000087095745,0.00021415175,0.000024627514,0.000044883694,0.0000027536437,0.00073437375,0.00058054726],"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":[0.0000049182404,0.000014665284,0.36953038,0.000002156446,0.0000177768,0.0012663633,0.00004817641,2.3265407e-7,6.8074854e-7,0.000046617988,0.6209896,0.008078419],"study_design_scores_gemma":[0.0004263264,0.00003294284,0.2607218,0.000024174487,0.000007729248,0.0057072714,0.000066981556,0.00005522982,0.0000016258927,0.000033781846,0.73287994,0.00004217631],"about_ca_topic_score_codex":0.0023613425,"about_ca_topic_score_gemma":0.0067377402,"teacher_disagreement_score":0.14789368,"about_ca_system_score_codex":0.001015716,"about_ca_system_score_gemma":0.007571334,"threshold_uncertainty_score":0.9980548},"labels":[],"label_agreement":null},{"id":"W4252289291","doi":"10.1353/book.64055","title":"Downwardly Global","year":2017,"lang":"en","type":"book","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"University of California, Santa Barbara; Harvard University; Wilson Foundation","keywords":"Environmental science","score_opus":0.025040449519173804,"score_gpt":0.33362140596684803,"score_spread":0.30858095644767425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252289291","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":[0.000026946682,0.0012691574,0.000013952279,0.0012304536,0.0010424753,0.00026689426,0.00007821489,0.00011053186,0.99596137],"genre_scores_gemma":[0.00032240513,0.00022734335,0.0001756642,0.004821514,0.0008954378,0.000004143862,0.00019976374,0.000014586149,0.9933391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988179,0.000006338788,0.00022254905,0.0002528774,0.00030855587,0.00039174716],"domain_scores_gemma":[0.9986133,0.000019337278,0.0001098943,0.00066064217,0.000099803314,0.000497045],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001422059,0.00019710654,0.0005352798,0.000028797962,0.0000819018,0.00001909559,0.00011151179,0.00044391473,0.0013634014],"category_scores_gemma":[0.00008672051,0.00015022556,0.0002156959,0.000012125806,0.00006706274,0.000021997903,0.000046733716,0.00024587303,0.003109138],"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":[0.00006377867,0.000014298429,0.0010766025,0.00024440754,0.000030934847,0.0003080904,0.0000010626203,5.687726e-9,6.504099e-8,0.009539827,0.96748674,0.021234207],"study_design_scores_gemma":[0.0003482204,0.00007094895,0.0045761033,0.0002895175,0.00006965266,0.00018161697,9.2602016e-7,9.903235e-7,3.829144e-7,0.0038930709,0.99044174,0.00012681415],"about_ca_topic_score_codex":0.00009238058,"about_ca_topic_score_gemma":0.000049039732,"teacher_disagreement_score":0.022955036,"about_ca_system_score_codex":0.00036994653,"about_ca_system_score_gemma":0.0024740428,"threshold_uncertainty_score":0.9995495},"labels":[],"label_agreement":null},{"id":"W4252982045","doi":"10.12688/f1000research.27745.1","title":"Top health research funders’ guidance on selecting journals for funded research","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Global Health and Surgery","field":"Medicine","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":"Ottawa Hospital; University of Ottawa","funders":"Australian Research Council; Canada Research Chairs","keywords":"Mandate; Publication; Political science; Information Dissemination; Public health; Dissemination; Library science; Public relations; Medicine; Law; Pathology","score_opus":0.7310737700456116,"score_gpt":0.6410586933351118,"score_spread":0.0900150767104998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252982045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54902005,0.076652415,0.0019403748,0.2806374,0.0043449756,0.024296425,0.00048256837,0.0006116325,0.06201412],"genre_scores_gemma":[0.944808,0.010389815,0.0054240697,0.004354111,0.005098136,0.0023791965,0.000628905,0.00037176147,0.026546009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9734982,0.006697277,0.0017692684,0.0023157445,0.008929206,0.0067902952],"domain_scores_gemma":[0.9715101,0.010704605,0.0002887642,0.002518681,0.011716436,0.003261387],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08870995,0.00055783737,0.0017557755,0.0034795587,0.0026324978,0.00090642524,0.0012479993,0.0011352943,0.0008631428],"category_scores_gemma":[0.027518474,0.0005362292,0.00061687105,0.003763122,0.00061935553,0.00012531123,0.002205748,0.015177448,0.00028767437],"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":true,"study_design_scores_codex":[0.004911909,0.0016045343,0.013440809,0.015308689,0.0003625973,0.00085674145,0.0021711595,0.00010291329,0.0011412363,0.0026607162,0.8845199,0.07291883],"study_design_scores_gemma":[0.012718282,0.019024096,0.09826228,0.05957781,0.000092188515,0.0009200301,0.03433236,0.0081627425,0.011271818,0.05064687,0.70204103,0.0029505177],"about_ca_topic_score_codex":0.0032751006,"about_ca_topic_score_gemma":0.00059313624,"teacher_disagreement_score":0.39578792,"about_ca_system_score_codex":0.0047071557,"about_ca_system_score_gemma":0.024069339,"threshold_uncertainty_score":0.99970895},"labels":[],"label_agreement":null},{"id":"W4253091772","doi":"10.21083/csieci.v14i2.6323","title":"untitled","year":2021,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Racism; Action (physics); White supremacy; African descent; Race (biology); White (mutation); Sociology; Art; Gender studies; Anthropology","score_opus":0.08336043146602211,"score_gpt":0.4519823995101742,"score_spread":0.3686219680441521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253091772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214203,0.006371728,0.0034401803,0.04563345,0.0029427425,0.0015968736,0.000059721115,0.0006702445,0.017864777],"genre_scores_gemma":[0.986497,0.0011193308,0.0046469583,0.0066872453,0.00046716077,0.00016863525,0.00011333852,0.000035042183,0.0002652891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969812,0.00027548525,0.0008371089,0.000590294,0.00048891036,0.0008269909],"domain_scores_gemma":[0.9971193,0.0010599172,0.00006545729,0.0003539987,0.001076728,0.00032459665],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010665784,0.00027579817,0.0005991092,0.0002003096,0.00017443796,0.000059710565,0.00007575896,0.0002443677,0.0002729652],"category_scores_gemma":[0.012731328,0.00027166697,0.00014826292,0.00047827436,0.00033577223,0.0003554295,0.000115058225,0.00040791856,0.0000653958],"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":[0.0011104587,0.0029534642,0.07213371,0.012037964,0.00034054348,0.0019291756,0.008454828,0.00001615786,0.04157905,0.6831453,0.012641822,0.16365752],"study_design_scores_gemma":[0.021238351,0.005586524,0.44674125,0.006609769,0.00161621,0.0024763995,0.08945695,0.013426272,0.13529615,0.14576499,0.12637942,0.005407702],"about_ca_topic_score_codex":0.00010738329,"about_ca_topic_score_gemma":0.00018188803,"teacher_disagreement_score":0.53738034,"about_ca_system_score_codex":0.0009225082,"about_ca_system_score_gemma":0.00062118523,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W4254099205","doi":"10.1002/j.2573-508x.2016.tb00065.x","title":"Roundtable: Technologies and Trials of Global Health in Africa","year":2016,"lang":"en","type":"article","venue":"Proceedings of the African Futures Conference","topic":"Global Health and Surgery","field":"Medicine","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":"Futures contract; Citation; Political science; Library science; Computer science; Economics; Financial economics","score_opus":0.05111817966601005,"score_gpt":0.3256030857349309,"score_spread":0.27448490606892084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254099205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378546,0.0033241885,0.00002291655,0.051958982,0.00014446405,0.0006585124,0.00010148425,0.00006538399,0.0058694603],"genre_scores_gemma":[0.9984058,0.0008550605,0.00038910555,0.0001279585,0.000023917992,0.000014730449,2.3062346e-7,0.000004440936,0.00017871721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852854,0.000021397918,0.00064594793,0.00020765085,0.0002241506,0.00037230185],"domain_scores_gemma":[0.99882495,0.00015767831,0.0005555367,0.00012941465,0.00023844188,0.00009398671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012644231,0.00012588079,0.00076662545,0.0000758038,0.00004161584,0.000013099036,0.00021915662,0.00009412559,0.000006100374],"category_scores_gemma":[0.0024999904,0.00006183803,0.00007508434,0.00050361676,0.0002291469,0.0001215453,0.00013477461,0.00010019271,3.2413578e-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":[0.0016226951,0.00025654343,0.39122579,0.0013518002,0.00007239861,0.0000014945542,0.00085055205,6.2173406e-8,0.021158578,0.25001323,0.014274434,0.3191724],"study_design_scores_gemma":[0.006759428,0.001969927,0.7335607,0.0075134444,0.0001449686,0.00015168129,0.022693552,0.000019700941,0.025289947,0.16486418,0.03645452,0.00057799113],"about_ca_topic_score_codex":0.00021857147,"about_ca_topic_score_gemma":0.00005118518,"teacher_disagreement_score":0.34233487,"about_ca_system_score_codex":0.00016957943,"about_ca_system_score_gemma":0.00043464563,"threshold_uncertainty_score":0.29929027},"labels":[],"label_agreement":null},{"id":"W4280556256","doi":"10.1136/bmjgh-2022-008501","title":"Global health education in high-income countries: confronting coloniality and power asymmetry","year":2022,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Jimma University","keywords":"Power (physics); Global health; Public health; Political science; Economic growth; Development economics; Economics; Medicine; Health care; Nursing","score_opus":0.028275827994207667,"score_gpt":0.45481394125144,"score_spread":0.4265381132572323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280556256","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":[0.00065594027,0.9772016,0.00001667856,0.0062950426,0.0041763107,0.0059341714,0.0021134666,0.00014363525,0.0034631526],"genre_scores_gemma":[0.0010017194,0.9796025,0.00047421065,0.01702126,0.00046621426,0.00029283122,0.00095948146,0.000045196943,0.00013654897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.991295,0.0015274024,0.0030034555,0.0011930057,0.0010499195,0.0019312645],"domain_scores_gemma":[0.9951158,0.0003149683,0.00177372,0.00082269096,0.00013640012,0.001836425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005141925,0.00077660184,0.0048033176,0.00024327432,0.00047380757,0.000064630694,0.00026917475,0.00051110645,0.00020063634],"category_scores_gemma":[0.00054313074,0.00074907625,0.00035390814,0.0016925877,0.00014687711,0.000109519766,0.00025864088,0.00087254995,0.000056661596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00018150671,0.00032655743,0.021157457,0.0583991,0.00005734614,0.00006478461,0.000034021574,2.2221045e-7,7.8830394e-11,0.009385312,0.046549905,0.8638438],"study_design_scores_gemma":[0.000895013,0.00065259985,0.036715075,0.015359515,0.000085240725,0.0009883435,0.00015830396,0.000003098186,5.244593e-10,0.00032122177,0.9444228,0.00039878878],"about_ca_topic_score_codex":0.028040608,"about_ca_topic_score_gemma":0.0029309576,"teacher_disagreement_score":0.89787287,"about_ca_system_score_codex":0.018120237,"about_ca_system_score_gemma":0.07318409,"threshold_uncertainty_score":0.99949604},"labels":[],"label_agreement":null},{"id":"W4280633444","doi":"10.1186/s12961-022-00859-6","title":"Evaluating official development assistance-funded granting mechanisms for global health and development research that is initiated in high-income countries","year":2022,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research; McMaster University; York University","funders":"Canadian Institutes of Health Research; Norges Forskningsråd; National Science Foundation; Vetenskapsrådet; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; UK Research and Innovation","keywords":"Global health; Context (archaeology); Health services research; Economic growth; Public health; Developing country; Sustainable development; International development; Global public good; Health policy; Business; Political science; Health care; Public good; Medicine; Economics","score_opus":0.5532308710717242,"score_gpt":0.5767021818147244,"score_spread":0.02347131074300024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280633444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93983734,0.015809469,0.0007529092,0.033855334,0.00060198363,0.008446059,0.00026450766,0.00010017001,0.0003322097],"genre_scores_gemma":[0.9909878,0.00075191463,0.0021816446,0.003944953,0.00023961019,0.0014557791,0.000116778785,0.000035216868,0.00028634706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876565,0.0035470405,0.0014556865,0.00077769504,0.00333075,0.003232381],"domain_scores_gemma":[0.99536145,0.0017728193,0.00028308373,0.0002865273,0.0007837709,0.0015123474],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05309013,0.00025185055,0.00095440296,0.0010378752,0.0043208245,0.00015402505,0.0001716919,0.00013363658,0.000013578529],"category_scores_gemma":[0.0019361884,0.00024140629,0.000033407796,0.0015448013,0.00017926704,0.000093116636,0.00036866328,0.0009891324,0.0000049081073],"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":true,"study_design_scores_codex":[0.016366867,0.0014286005,0.25341016,0.092874065,0.00043857636,0.00034615558,0.07204171,0.000093180875,0.00005656156,0.3063752,0.023409948,0.23315898],"study_design_scores_gemma":[0.023760635,0.011564058,0.34297502,0.011718281,0.000013149356,0.00078854815,0.06808977,0.010250813,0.00014917679,0.0085968105,0.52063483,0.0014589111],"about_ca_topic_score_codex":0.014557686,"about_ca_topic_score_gemma":0.0019670136,"teacher_disagreement_score":0.49722487,"about_ca_system_score_codex":0.006192336,"about_ca_system_score_gemma":0.03214961,"threshold_uncertainty_score":0.9976227},"labels":[],"label_agreement":null},{"id":"W4281293945","doi":"10.29392/001c.33616","title":"Geography, gender, and collaboration trends among global health authors","year":2022,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"Global health; Publishing; Health equity; Equity (law); Geography; Demography; Political science; Medicine; Economic growth; Health care; Sociology; Economics","score_opus":0.01760699508460941,"score_gpt":0.37502785871377836,"score_spread":0.35742086362916897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281293945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446973,0.026875334,0.00015262184,0.01997289,0.0047346666,0.0005089885,0.00015816082,0.00006475906,0.002835268],"genre_scores_gemma":[0.9895556,0.00097596046,0.0007852301,0.008223063,0.00033262136,0.00000959413,0.0000421166,0.000013513805,0.0000623206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99455684,0.00042844802,0.002300404,0.00037280278,0.0014258017,0.0009157187],"domain_scores_gemma":[0.9943919,0.000030044104,0.0026948953,0.0003104947,0.00040296753,0.0021697031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042231055,0.00024875018,0.000997041,0.00021686462,0.0006846231,0.000040889987,0.0000804417,0.00010184935,0.00008726455],"category_scores_gemma":[0.00015056264,0.00022972464,0.00025300932,0.0018088713,0.00009163561,0.00020055773,0.00008517269,0.00052447047,6.9351245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056472124,0.00032564986,0.8356138,0.00027138967,0.00007152848,0.002347894,0.00013668832,0.000052758245,5.6369754e-7,0.0005829966,0.10960625,0.050425768],"study_design_scores_gemma":[0.0009901077,0.0023423044,0.9058389,0.000100344725,0.00004204204,0.027061747,0.0008627555,0.000059869377,3.117151e-7,0.0013755078,0.06119365,0.00013242867],"about_ca_topic_score_codex":0.0014523995,"about_ca_topic_score_gemma":0.00021422147,"teacher_disagreement_score":0.070225134,"about_ca_system_score_codex":0.0034667675,"about_ca_system_score_gemma":0.0069938404,"threshold_uncertainty_score":0.9986356},"labels":[],"label_agreement":null},{"id":"W4281385699","doi":"10.1136/medhum-2021-012271","title":"Global health wars: a rhetorical review of global health critique","year":2022,"lang":"en","type":"review","venue":"Medical Humanities","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Rhetoric; Rhetorical question; Global health; Sociology; Power (physics); Political science; Social science; Health care; Law; Literature; Philosophy; Linguistics; Art","score_opus":0.12559839133465492,"score_gpt":0.4787744889343018,"score_spread":0.35317609759964685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281385699","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":[4.986335e-7,0.9775164,0.000044223176,0.007215475,0.0020108148,0.0021167784,0.0012255434,0.00018685024,0.009683414],"genre_scores_gemma":[0.0000020807545,0.93564653,0.00008486365,0.061467588,0.0009723747,0.0003079087,0.0011816262,0.00005059323,0.000286413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890295,0.0016983018,0.0036691418,0.00080654916,0.0032263256,0.0015701711],"domain_scores_gemma":[0.99518144,0.0004987423,0.0012024187,0.00085342565,0.0001816304,0.0020823362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004357343,0.0007814007,0.0076157087,0.000117732685,0.00034382596,0.00001718249,0.0006180352,0.0004757011,0.0075300527],"category_scores_gemma":[0.002521096,0.0006284672,0.001492136,0.0010460323,0.000472659,0.000059564576,0.00036388892,0.0013540845,0.00007567562],"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":true,"study_design_scores_codex":[0.000012050274,0.00021369878,0.000010926081,0.32288146,0.000072213494,0.00015160232,0.00001813979,1.612355e-9,1.2868686e-11,0.012044531,0.18862814,0.47596723],"study_design_scores_gemma":[0.00029298148,0.00079939404,0.000017242864,0.2299633,0.00022716125,0.0013735964,0.00007196316,5.008919e-7,4.754622e-10,0.00027730607,0.7667297,0.0002468213],"about_ca_topic_score_codex":0.0023442563,"about_ca_topic_score_gemma":0.0002792833,"teacher_disagreement_score":0.5781016,"about_ca_system_score_codex":0.0061933636,"about_ca_system_score_gemma":0.032785296,"threshold_uncertainty_score":0.9996167},"labels":[],"label_agreement":null},{"id":"W4281392891","doi":"10.1186/s43057-022-00072-9","title":"Cardiac surgery and the sustainable development goals: a review","year":2022,"lang":"en","type":"review","venue":"The Cardiothoracic Surgeon","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Medicine; Sustainable development; Multidisciplinary approach; Global health; Capacity building; Cardiac surgery; Political science; Health care; Public relations; Nursing; Public health; Surgery","score_opus":0.05503740000463901,"score_gpt":0.3550107463769843,"score_spread":0.2999733463723453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281392891","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":[0.000009425035,0.987308,0.0000026248554,0.0011748382,0.0011058205,0.0046694838,0.00003483389,0.00010770301,0.0055872393],"genre_scores_gemma":[0.00000866189,0.98964864,0.000011185452,0.002169813,0.00038391352,0.0020924571,0.00031010588,0.00010800065,0.005267207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99116063,0.0042846636,0.0015646098,0.0006827475,0.0010295155,0.0012778357],"domain_scores_gemma":[0.98909634,0.008167954,0.000631306,0.0015272229,0.00016917672,0.00040800357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.025042174,0.000730739,0.007117604,0.00024333254,0.0008688562,0.00006271039,0.00032184893,0.00023940453,0.00032325654],"category_scores_gemma":[0.0026732897,0.00036160066,0.0026803378,0.0013631575,0.00032662755,0.000058878148,0.00048573667,0.0012196702,0.000076884666],"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":[0.000085063104,0.000014332337,0.00002977566,0.12391586,0.0005872211,0.00027115148,0.000058690464,3.2309945e-8,8.3583307e-10,0.00011916078,0.069217384,0.8057013],"study_design_scores_gemma":[0.000104750216,0.000009859341,0.000023013612,0.02504298,0.0034845737,0.00069114874,0.00019538778,2.4573725e-7,6.2092404e-8,0.000014772129,0.97007513,0.0003580667],"about_ca_topic_score_codex":0.00018008151,"about_ca_topic_score_gemma":0.0000010259627,"teacher_disagreement_score":0.90085775,"about_ca_system_score_codex":0.0007018288,"about_ca_system_score_gemma":0.003923464,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W4281555489","doi":"10.1186/s12961-022-00854-x","title":"When the messenger is more important than the message: an experimental study of evidence use in francophone Africa","year":2022,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Sherbrooke; Université de Montréal","funders":"Agence Française de Développement; Agence Nationale de la Recherche","keywords":"French; Context (archaeology); Health services research; Health administration; Health policy; Quality (philosophy); Medicine; Knowledge translation; Public relations; Political science; Public health; Nursing; Geography","score_opus":0.4808585480348603,"score_gpt":0.5299441577682157,"score_spread":0.049085609733355406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281555489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513501,0.023121264,2.0741075e-7,0.022142656,0.00017143445,0.0030629036,0.00004110864,0.000012896458,0.000097436416],"genre_scores_gemma":[0.9959363,0.00077862985,0.0000021892758,0.0016044091,0.00022368482,0.0007601171,0.0000030860379,0.000017096352,0.00067451876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920921,0.003938068,0.0008174119,0.00035354527,0.0018157742,0.0009831529],"domain_scores_gemma":[0.99685407,0.0015273832,0.0001737416,0.000764082,0.00016843661,0.00051231915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01416989,0.00013516958,0.00048292687,0.0003066901,0.00091452344,0.000047354584,0.00026072672,0.000045210305,0.000049136463],"category_scores_gemma":[0.0008353139,0.000069194735,0.0000424202,0.001113619,0.00019254819,0.00012356276,0.00023597082,0.00084527023,0.0000020798418],"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":[0.0031955845,0.0045017903,0.36091048,0.0023554084,0.00008797574,0.00038279739,0.52064675,0.000027882954,0.0007694523,0.0012525567,0.104570664,0.0012986485],"study_design_scores_gemma":[0.0025321352,0.008164989,0.31176224,0.0006644258,0.000007445623,0.00024355236,0.6356804,0.0019763217,0.00005506044,0.000072348696,0.038651954,0.00018916334],"about_ca_topic_score_codex":0.13875982,"about_ca_topic_score_gemma":0.0010839421,"teacher_disagreement_score":0.13767587,"about_ca_system_score_codex":0.00038122185,"about_ca_system_score_gemma":0.0019162234,"threshold_uncertainty_score":0.86697525},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4281673214","doi":"10.12927/hcpol.2022.26827","title":"Authors' Response – A Status Quo of Failure: Time to Fix University Technology Transfer to Address Global Health","year":2022,"lang":"en","type":"letter","venue":"Healthcare policy","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; University of British Columbia; Dalhousie University","funders":"","keywords":"Status quo; CONTEST; Ramachandran plot; Perspective (graphical); Technology transfer; Political science; Knowledge management; Computer science; Chemistry; Artificial intelligence","score_opus":0.018434551798556766,"score_gpt":0.33984039528494864,"score_spread":0.3214058434863919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281673214","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":[0.017700724,0.0007284505,0.000029390818,0.967617,0.00038749966,0.0026537608,0.010059387,0.00031748443,0.00050635345],"genre_scores_gemma":[0.012254942,0.00017374783,0.00053560146,0.97834265,0.0011914796,0.00006192496,0.00079824484,0.00009600719,0.0065453816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276644,0.0014327544,0.0009975777,0.0010396518,0.0010158039,0.0027477667],"domain_scores_gemma":[0.9955483,0.00026645383,0.00015494796,0.0012526324,0.00041414678,0.0023634895],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011072147,0.00057278987,0.0018239884,0.0022204416,0.00034125408,0.00001022701,0.00047955857,0.0013451221,0.00084283715],"category_scores_gemma":[0.0007495602,0.0006430478,0.00032641992,0.0043934053,0.00013054487,0.000040598163,0.00026765757,0.0025726003,0.00040718334],"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":true,"study_design_scores_codex":[0.006759998,0.00008826449,0.0005175694,0.0021476385,0.00006229765,0.0010836287,0.0006232626,0.000002435565,0.000012558601,0.00066995213,0.97977823,0.008254176],"study_design_scores_gemma":[0.00090052595,0.0033879594,0.0028580474,0.0005215771,0.000034609573,0.0002599486,0.00030474787,0.0000014569093,0.000007704667,0.00007002943,0.99129224,0.00036113174],"about_ca_topic_score_codex":0.04019089,"about_ca_topic_score_gemma":0.0014304376,"teacher_disagreement_score":0.038760453,"about_ca_system_score_codex":0.0065291673,"about_ca_system_score_gemma":0.018659376,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null},{"id":"W4281719180","doi":"10.1503/cmaj.1096002","title":"Q&amp;A: As a doctor in a war zone “you have to come to grips with your limitations”","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Operations research; Computer science; Telecommunications; Computer security; Medical emergency; Medicine; Engineering","score_opus":0.030160570888008244,"score_gpt":0.29567419189579225,"score_spread":0.26551362100778403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281719180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7479032,0.00011376272,0.000084703235,0.24760282,0.0006331437,0.0003571365,0.00005921794,0.000015901705,0.003230094],"genre_scores_gemma":[0.8317935,0.000041917297,0.00069516577,0.16060105,0.0008599635,0.0000887034,0.000049465296,0.000025506299,0.0058447327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964751,0.00021849784,0.00051427254,0.00019232293,0.0018025355,0.0007972562],"domain_scores_gemma":[0.9939663,0.00020394997,0.00011926965,0.00011801323,0.00032536004,0.0052671293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002231979,0.00012039337,0.00032713855,0.0006037893,0.00036571667,0.000028389972,0.00013983161,0.00013107914,0.003360831],"category_scores_gemma":[0.004101581,0.00011089335,0.00006657834,0.000806099,0.000013382341,0.000056344896,0.000025456218,0.0011798352,0.00039485106],"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":[0.00036225675,0.00016907256,0.4045271,0.000019607141,0.0000859062,0.003770789,0.004029839,0.00012042064,0.000009066433,0.00028863628,0.55953854,0.027078768],"study_design_scores_gemma":[0.0012569923,0.00037157384,0.13208339,0.0000745773,0.000015307354,0.0010600594,0.002255229,0.00003459208,6.211112e-7,0.00004174154,0.86268646,0.00011945737],"about_ca_topic_score_codex":0.012674188,"about_ca_topic_score_gemma":0.17491254,"teacher_disagreement_score":0.30314794,"about_ca_system_score_codex":0.00397444,"about_ca_system_score_gemma":0.006988446,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W4282016954","doi":"10.1371/journal.pgph.0000583","title":"Funders: The missing link in equitable global health research?","year":2022,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":154,"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":"Public Health England; Maastricht Economic and Social Research Institute on Innovation and Technology, United Nations University; Academy of Medical Sciences; Health Services Research Programme; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Link (geometry); Environmental health; Political science; Computer science; Medicine; Computer network","score_opus":0.5323656914245312,"score_gpt":0.5283775386102804,"score_spread":0.0039881528142508005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282016954","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":[0.0000029532678,0.7802243,0.000026141885,0.19508971,0.00089581136,0.0043144706,0.00062901457,0.0002021567,0.018615413],"genre_scores_gemma":[0.0000651534,0.9580297,0.00023756865,0.038906835,0.0010499895,0.00044702805,0.0009699627,0.00008158986,0.00021219884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97495216,0.008454585,0.0034120004,0.0016593378,0.003704474,0.00781746],"domain_scores_gemma":[0.990489,0.0014470953,0.0010759372,0.0019709584,0.00031033007,0.0047066435],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02953264,0.0008747002,0.0047582034,0.000539691,0.0019049578,0.00032626287,0.001211512,0.00059298554,0.0007231164],"category_scores_gemma":[0.004611049,0.00064201857,0.0007593561,0.008224787,0.0003564973,0.00024989154,0.001023948,0.0040346854,0.00031731607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000030421614,0.0005527386,0.00015557584,0.0350914,0.00010419864,0.00011339406,0.00007570139,2.5226979e-7,6.310018e-10,0.006785709,0.11842772,0.83866286],"study_design_scores_gemma":[0.0006208279,0.0006932985,0.0001482629,0.010798422,0.000049081733,0.0005261861,0.00050715083,0.0000341533,8.111675e-10,0.0015375318,0.98474365,0.00034141864],"about_ca_topic_score_codex":0.009027368,"about_ca_topic_score_gemma":0.0011510556,"teacher_disagreement_score":0.86631596,"about_ca_system_score_codex":0.032424856,"about_ca_system_score_gemma":0.091765784,"threshold_uncertainty_score":0.9996031},"labels":[],"label_agreement":null},{"id":"W4283328094","doi":"10.1080/13623699.2022.2081056","title":"Implementation of solar powered oxygen delivery in a conflict zone: preliminary findings from Somalia on feasibility and usefulness","year":2022,"lang":"en","type":"article","venue":"Medicine Conflict & Survival","topic":"Global Health and Surgery","field":"Medicine","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":"Women and Children’s Health Research Institute; University of Alberta","funders":"Grand Challenges Canada; Women and Children's Health Research Institute; World Health Organization; Children's Health Research Institute; Open Society Foundations","keywords":"Interquartile range; Focus group; Medicine; Medical emergency; Fidelity; Photovoltaic system; Qualitative research; Nursing; Surgery; Engineering; Business","score_opus":0.05971052082242295,"score_gpt":0.3375265738449301,"score_spread":0.27781605302250717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283328094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941101,0.0015700302,0.000024286326,0.0018318775,0.0007639602,0.0010462466,0.00023639495,0.000045679615,0.00037144317],"genre_scores_gemma":[0.99712217,0.00020164046,0.000032296968,0.0018773153,0.00012127083,0.00007757786,0.00039846476,0.000027784252,0.0001414749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677396,0.00039134856,0.0008977231,0.0005580571,0.0008523037,0.00052663794],"domain_scores_gemma":[0.9982836,0.00059557013,0.00021519828,0.0004340486,0.00013271888,0.00033881512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001564995,0.00027553085,0.00089784875,0.00030904217,0.00014857427,0.0000061286546,0.00014157764,0.00009437889,0.0014653029],"category_scores_gemma":[0.00023698433,0.00025264392,0.00008959306,0.00039496948,0.00017909468,0.00007630637,0.0001532807,0.00045883673,0.000005448166],"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":[0.005158702,0.00033041387,0.9797053,0.00021588724,0.00007307579,0.00022132012,0.0052940105,0.0000029449907,0.0027358928,0.00025851477,0.001891667,0.0041122995],"study_design_scores_gemma":[0.007976169,0.0025979765,0.96278524,0.00016720287,0.00009865779,0.00003285739,0.0098374775,0.00009081999,0.0006332814,0.000032561686,0.015558035,0.00018970431],"about_ca_topic_score_codex":0.013930511,"about_ca_topic_score_gemma":0.0004185404,"teacher_disagreement_score":0.016920013,"about_ca_system_score_codex":0.00026439622,"about_ca_system_score_gemma":0.0002972735,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W4283702576","doi":"10.1136/bmjinnov-2021-000893","title":"User-centred innovation to advance safe surgery at the point of need: report on development of the SurgiField system","year":2022,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"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":"Office of Defense Programs; Foreign, Commonwealth and Development Office; Global Affairs Canada; Grand Challenges Canada; U.S. Department of Defense; United States Agency for International Development; Wellcome Trust; Small Business Innovation Research","keywords":"Point (geometry); Development (topology); Computer science; Process management; Business; Human–computer interaction; Operations management; Engineering; Mathematics","score_opus":0.04261546395785416,"score_gpt":0.31833003225906253,"score_spread":0.2757145683012084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283702576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97813904,0.000030190273,0.00025869036,0.014739547,0.0010174387,0.0011423232,0.00003738746,0.000026853098,0.0046085143],"genre_scores_gemma":[0.9945789,8.462397e-7,0.00036727943,0.0026374275,0.00004413116,0.00021540635,0.00011874904,0.000011043809,0.0020261991],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975136,0.00008191502,0.0013782972,0.00017509087,0.00062898453,0.00022211773],"domain_scores_gemma":[0.99766594,0.0003470569,0.00066387607,0.00061387446,0.00067106396,0.00003821624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017360505,0.00009971022,0.00028726095,0.0002965926,0.00036832222,0.0000031882637,0.00010272562,0.000035038276,0.00010185569],"category_scores_gemma":[0.0011312442,0.000066943336,0.00006449657,0.0037673314,0.000032609893,0.000028956627,0.00014413352,0.0001697871,0.000006798003],"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":[0.0014829689,0.00072842237,0.46273056,0.0010641032,0.00017737904,0.00010827699,0.0019427818,0.0010090794,0.007894222,0.11533417,0.39317137,0.014356676],"study_design_scores_gemma":[0.0007399992,0.000109865614,0.43804958,0.0007187494,0.00003537998,0.000523859,0.005739028,0.00005383825,0.024479613,0.00006541982,0.52922744,0.00025718546],"about_ca_topic_score_codex":0.00005983077,"about_ca_topic_score_gemma":0.00003083734,"teacher_disagreement_score":0.1360561,"about_ca_system_score_codex":0.00036653568,"about_ca_system_score_gemma":0.0011438691,"threshold_uncertainty_score":0.28328738},"labels":[],"label_agreement":null},{"id":"W4283720925","doi":"10.1080/17441692.2022.2092183","title":"Reimagining global health: From decolonisation to indigenization","year":2022,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"York University; University of New Brunswick","funders":"","keywords":"Indigenization; Indigenous; Sovereignty; Decolonization; Global health; Sociology; Environmental ethics; Political science; Health care; Anthropology; Law","score_opus":0.044082781519180166,"score_gpt":0.37189278601926484,"score_spread":0.3278100045000847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283720925","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":[0.40308994,0.0017379748,0.0087906895,0.5733229,0.0032801076,0.0020305698,0.0019037462,0.00053794135,0.005306134],"genre_scores_gemma":[0.8307541,0.000056679764,0.0027560538,0.16441411,0.00031315166,0.000089854366,0.0015448864,0.0000151612285,0.000055985187],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555075,0.00052307505,0.000859458,0.0006015801,0.0009713671,0.0014937565],"domain_scores_gemma":[0.9965472,0.00004960229,0.00031903575,0.00043859045,0.00017382631,0.0024717015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021441283,0.00021509077,0.0005493397,0.00011849642,0.0009929748,0.000068357374,0.00019387892,0.00007049436,0.0004556043],"category_scores_gemma":[0.0004767983,0.00021518016,0.000094191964,0.0020292795,0.000027781847,0.00016949447,0.00020055092,0.000335671,0.00016669388],"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":true,"study_design_scores_codex":[0.0002131999,0.0003781935,0.40735325,0.00010113301,0.00003785731,0.00002808241,0.00084722316,0.0000970042,8.0651364e-7,0.006996124,0.24403456,0.33991256],"study_design_scores_gemma":[0.0008783945,0.0007053042,0.46631724,0.000024726605,0.0000047988474,0.00008916636,0.00071797596,0.00027804234,2.3160855e-7,0.0011339168,0.5297047,0.00014555805],"about_ca_topic_score_codex":0.019011121,"about_ca_topic_score_gemma":0.001154414,"teacher_disagreement_score":0.4276642,"about_ca_system_score_codex":0.009190175,"about_ca_system_score_gemma":0.012701341,"threshold_uncertainty_score":0.99461335},"labels":[],"label_agreement":null},{"id":"W4283772633","doi":"10.4103/cjrm.cjrm_25_22","title":"Indigenous cultural identity of research authors standard: Research and reconciliation with Indigenous peoples in rural health journals","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"NOSM University; University of Windsor","funders":"","keywords":"Indigenous; Identity (music); Cultural identity; Sociology; Anthropology; Gender studies; Political science; Ethnology; Social science; Ecology; Biology","score_opus":0.09734161482065906,"score_gpt":0.43857125056387863,"score_spread":0.3412296357432196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283772633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579993,0.026713394,0.0000069408575,0.01401571,0.00044405847,0.0006399872,0.00005531946,0.000003884674,0.000121425954],"genre_scores_gemma":[0.99630314,0.0026810642,0.00006604263,0.00039273454,0.00032200248,0.00000950812,0.000021071733,0.000018271323,0.00018615248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99404997,0.0010343004,0.0011836613,0.00014291654,0.00233675,0.0012524055],"domain_scores_gemma":[0.9944858,0.00045058562,0.00049532903,0.00019761059,0.002070522,0.0023001286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017918443,0.00015282795,0.00087639777,0.0027404297,0.0009611941,0.0000353829,0.00025414923,0.00008693208,0.00032811443],"category_scores_gemma":[0.0017774871,0.000110841174,0.000053717937,0.002232618,0.00064487295,0.00031050062,0.000037930673,0.0022952366,0.0000011767625],"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":[0.0025142543,0.000085506406,0.8807598,0.00066019397,0.00008450745,0.0017941338,0.08176086,0.000029160112,0.0001976268,0.0002650066,0.011358507,0.020490479],"study_design_scores_gemma":[0.005475006,0.02041564,0.6656555,0.004492808,0.00003348086,0.00861017,0.28890768,0.000008040315,0.00004341157,0.0020872375,0.0040823477,0.00018868626],"about_ca_topic_score_codex":0.15808754,"about_ca_topic_score_gemma":0.1884956,"teacher_disagreement_score":0.21510425,"about_ca_system_score_codex":0.00281283,"about_ca_system_score_gemma":0.016155496,"threshold_uncertainty_score":0.99717885},"labels":[],"label_agreement":null},{"id":"W4285593008","doi":"10.1007/s00268-022-06651-5","title":"Modeling the Scale‐up of Surgical Services for Children with Surgically Treatable Congenital Conditions in Somaliland","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Cardiac surgery; Vascular surgery; Medicine; Cardiothoracic surgery; Abdominal surgery; Scale (ratio); General surgery; Surgery; Cartography; Geography","score_opus":0.021009921957202173,"score_gpt":0.27741115159959984,"score_spread":0.25640122964239764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285593008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578893,0.0014775638,0.000018229288,0.0017752824,0.00024712563,0.0002667714,0.00012741772,0.0000070876804,0.00029156136],"genre_scores_gemma":[0.9989403,0.00017401925,0.000057456695,0.00029334152,0.00015869978,0.000023306158,0.000069205686,0.000016336815,0.00026732284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980497,0.00013160966,0.0008411663,0.00012966678,0.00047815748,0.00036974877],"domain_scores_gemma":[0.99824715,0.00087230594,0.00030676508,0.00014832843,0.00022661839,0.00019882715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016400417,0.00012897459,0.0006676659,0.00041214377,0.00018997349,0.000012956726,0.000104743405,0.000029752351,0.00020566072],"category_scores_gemma":[0.000021059746,0.000081263024,0.00029112663,0.00054691447,0.00006798349,0.00011402999,0.000032229367,0.00034410114,6.200487e-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":[0.004141007,0.0003537493,0.9881381,0.00011005445,0.00017375262,0.00033985,0.00014484412,0.0039380942,0.000024249095,0.00011395312,0.0019491377,0.0005732078],"study_design_scores_gemma":[0.024100572,0.0014638822,0.8946013,0.0016824522,0.001187331,0.030671025,0.0036379453,0.01381648,0.00026708018,0.00092818664,0.026733436,0.00091034983],"about_ca_topic_score_codex":0.00019631306,"about_ca_topic_score_gemma":0.00024848178,"teacher_disagreement_score":0.09353684,"about_ca_system_score_codex":0.000069664464,"about_ca_system_score_gemma":0.0004963264,"threshold_uncertainty_score":0.331381},"labels":[],"label_agreement":null},{"id":"W4286293751","doi":"10.1200/jco.2022.40.16_suppl.e13512","title":"Globalization of oncology clinical trials: Which lower-middle and upper-middle income countries are participating?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Cohort; Low and middle income countries; Randomized controlled trial; Cohort study; Global health; Clinical trial; Cancer; Family medicine; Internal medicine; Developing country; Public health; Economic growth; Pathology","score_opus":0.31078682811072544,"score_gpt":0.544348003948391,"score_spread":0.23356117583766556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286293751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715007,0.0019814484,0.00008716696,0.017274199,0.006469568,0.0003920203,0.000043831657,0.000016461365,0.002234584],"genre_scores_gemma":[0.9865333,0.0023317968,0.0012049577,0.008213355,0.0015619043,0.000019595878,0.000007006051,0.000019078763,0.00010900204],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9807858,0.007751518,0.009804067,0.00033273903,0.00080528436,0.00052061625],"domain_scores_gemma":[0.96506363,0.022229586,0.009627662,0.00033370097,0.0015743055,0.0011711395],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058352757,0.00019648782,0.0046047135,0.00018934977,0.00016633465,0.000009590417,0.0002165865,0.0006770985,0.00064843753],"category_scores_gemma":[0.07673062,0.00015191575,0.0007474135,0.00043587197,0.0004494016,0.000115793715,0.00022466212,0.0018033404,0.000010047272],"study_design_candidate":"observational","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":[0.020695103,0.0033210912,0.9260232,0.000258995,0.00036701057,0.0005537662,0.0001509244,0.000050301052,0.0000035587589,0.0008988704,0.010400785,0.03727642],"study_design_scores_gemma":[0.013308301,0.041269634,0.44930613,0.00032539078,0.0007596841,0.0007834332,0.0010113061,0.00057881937,0.000006183738,0.0009684864,0.49152222,0.00016039505],"about_ca_topic_score_codex":0.000046162742,"about_ca_topic_score_gemma":0.00011106476,"teacher_disagreement_score":0.48112145,"about_ca_system_score_codex":0.00035079126,"about_ca_system_score_gemma":0.0056519047,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W4286383211","doi":"10.5281/zenodo.6875897","title":"VISA APPLICATION...! ✈? Whatsapp : call: :08062265530 For Canada, Australia, usa, spain, 3YEARS WORK PERMIT VISA, WITH 97% GUARANTEE, IT DOESN'T WORK ALL THE TIME, THE CHANCE AND OPPORTUNITY JUST CAME NOW AND WILL NOT LAST FOR TOO LONG, CALL TRUSTED AGENT THAT WILL TELL THE TRUTH AND GIVE A GOOD JOB. ✈? . CANADA 2 years working visa, USA 2years visitation also available.. 97% guarantee . : ? % Visa guaranteed. We offer Visa before payment. Only application fee is required, but that is only when you are providing all supporting","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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); Media studies; Political science; Operations research; Engineering; Sociology; Mechanical engineering","score_opus":0.04976934496333446,"score_gpt":0.2628514134597337,"score_spread":0.2130820684963992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286383211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94100994,0.0009855384,0.0016595117,0.044276938,0.00023121214,0.009010419,0.0020355347,0.00015715895,0.0006337362],"genre_scores_gemma":[0.9751764,0.0005658173,0.00016990057,0.0101734325,0.00020080507,0.00003849387,0.0009145611,0.00057191856,0.0121886935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99510753,0.00048217038,0.00076651876,0.001171148,0.0012709722,0.0012016878],"domain_scores_gemma":[0.9969049,0.00052307884,0.0007913738,0.0008622684,0.0004736675,0.0004446851],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020114537,0.00053661014,0.0005985964,0.00016594517,0.0029209629,0.0005925885,0.0007738003,0.00013511367,0.0009556552],"category_scores_gemma":[0.00038100439,0.00039799418,0.000110375986,0.0006555087,0.00037527247,0.00036579656,0.00060642767,0.0007062163,0.000070325594],"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":[0.0054318984,0.00045892515,0.036824323,0.0015607489,0.0010946629,0.00019271897,0.027871076,0.00022417738,0.0008782177,0.00067000627,0.7077432,0.21705005],"study_design_scores_gemma":[0.0021408147,0.00048495227,0.039019253,0.0004105092,0.0003849014,0.00036585418,0.007847086,0.0020169565,0.00011437354,0.000035408066,0.946585,0.0005948936],"about_ca_topic_score_codex":0.05373523,"about_ca_topic_score_gemma":0.08154963,"teacher_disagreement_score":0.2388418,"about_ca_system_score_codex":0.0008559243,"about_ca_system_score_gemma":0.0003725718,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W4286511199","doi":"10.1136/bmjopen-2021-051838","title":"Establishing a baseline for surgical care in Mongolia: a situational analysis using the six indicators from the Lancet Commission on Global Surgery","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Commission; Baseline (sea); Situational ethics; General surgery; Surgery; Law","score_opus":0.11891832428282187,"score_gpt":0.43908759118200574,"score_spread":0.3201692668991839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286511199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97846544,0.00030906487,0.000069127884,0.015490424,0.00022671005,0.0031167387,0.0010974021,0.000016007003,0.0012090831],"genre_scores_gemma":[0.99365294,0.0000066593248,0.000228683,0.0039931354,0.00042874852,0.0005173964,0.001133789,0.000008918795,0.00002971636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977084,0.00063844916,0.00043332897,0.00027389813,0.0006005042,0.00034543392],"domain_scores_gemma":[0.99620277,0.0029676969,0.0001768392,0.000449932,0.00006283369,0.00013992634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041786507,0.00011756905,0.0005399149,0.000113906506,0.00067954714,0.000073134266,0.0003563995,0.000053577874,0.00023375261],"category_scores_gemma":[0.0011675196,0.00007073168,0.0002034975,0.0015206097,0.000029588577,0.00007782135,0.00045352083,0.00028009008,0.0000015625596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038320688,0.00013005355,0.952795,0.000033843946,0.00012460898,0.000113927825,0.00073976535,0.002435339,0.0000010252932,0.00044395003,0.03542492,0.003925439],"study_design_scores_gemma":[0.004909003,0.00014714285,0.64418536,0.0003295454,0.00058406306,0.000060382943,0.012753045,0.03529706,0.0000071619625,0.00031967642,0.30107394,0.00033363132],"about_ca_topic_score_codex":0.0051510967,"about_ca_topic_score_gemma":0.0014817426,"teacher_disagreement_score":0.3086097,"about_ca_system_score_codex":0.0003837929,"about_ca_system_score_gemma":0.0008622851,"threshold_uncertainty_score":0.77869517},"labels":[],"label_agreement":null},{"id":"W4289231620","doi":"10.15761/fwh.1000203","title":"Women’s participation in research platform to improve maternal, newborn and child health outcomes in West Africa","year":2021,"lang":"en","type":"article","venue":"Frontiers in Women’s Health","topic":"Global Health and Surgery","field":"Medicine","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; International Development Research Centre","keywords":"Child health; Maternal health; Medicine; Psychology; Economic growth; Environmental health; Political science; Pediatrics; Health services; Economics; Population","score_opus":0.05020287467723737,"score_gpt":0.37840615456801846,"score_spread":0.3282032798907811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289231620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959568,0.002912014,0.00005603354,0.034821723,0.0007418466,0.0012632082,0.0000427522,0.000031933767,0.000562494],"genre_scores_gemma":[0.98210245,0.0027099845,0.002176936,0.0115388315,0.00008246827,0.0008675226,0.000020246505,0.000034156357,0.00046740068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944093,0.00039904143,0.001175973,0.0006637579,0.00063716626,0.0027147166],"domain_scores_gemma":[0.9975703,0.00012781924,0.0001379462,0.00042669065,0.000089560024,0.0016477295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053062392,0.000236559,0.0011301718,0.0011388372,0.00016289952,0.000039831775,0.000109383356,0.00014891966,0.000055248478],"category_scores_gemma":[0.00053620513,0.00023023234,0.00003347058,0.0013613767,0.000065217064,0.00015730518,0.0001088158,0.0008713554,0.000019305466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010580501,0.00061559473,0.8809237,0.0011980138,0.000012890686,0.0001529188,0.02394211,0.0000130646595,0.0000032676917,0.00013456905,0.007421552,0.08452425],"study_design_scores_gemma":[0.0029375593,0.0010011132,0.94447905,0.00068714604,8.531501e-7,0.000012453942,0.017854735,0.00018974948,0.0000101710975,0.00063892844,0.03202061,0.00016763083],"about_ca_topic_score_codex":0.0039024167,"about_ca_topic_score_gemma":0.0036000193,"teacher_disagreement_score":0.08435662,"about_ca_system_score_codex":0.008451541,"about_ca_system_score_gemma":0.0023043242,"threshold_uncertainty_score":0.99535483},"labels":[],"label_agreement":null},{"id":"W4290887514","doi":"10.1503/cjs.007622","title":"Decolonizing Global Surgery","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; Vancouver General Hospital; University of Alberta; Health Sciences Centre; Sunnybrook Health Science Centre; Nunavik Regional Board of Health and Social Services; Hospital for Sick Children; Royal Columbian Hospital; University of British Columbia; University of Toronto; Montreal Children's Hospital; University of Manitoba; The Wilson Centre; Alberta Children's Hospital; McGill University; Makivik Corporation; BC Children's Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Low and middle income countries; Pediatrics; Minor (academic); Psychiatry; Developing country","score_opus":0.18337904121742202,"score_gpt":0.3635311522284773,"score_spread":0.1801521110110553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290887514","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":[0.00028613838,0.98923475,0.0000021552298,0.0003151349,0.0079259025,0.00025596563,0.00019961539,0.000015824384,0.0017644934],"genre_scores_gemma":[0.00018697407,0.9970531,0.000034900957,0.0012129545,0.0011235621,0.000014721853,0.00013810667,0.00007154994,0.00016417171],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948118,0.00043251028,0.0024682924,0.00031263698,0.0006026918,0.0013721235],"domain_scores_gemma":[0.9905107,0.003086745,0.0015626767,0.0004242383,0.00024225505,0.004173411],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003686096,0.00049916544,0.0049327314,0.0017071089,0.0003023117,0.000062061736,0.00023412093,0.0004192706,0.0028192368],"category_scores_gemma":[0.0032983616,0.00044487393,0.003402772,0.0015542035,0.00011114635,0.00013126722,0.00002695754,0.0012354198,0.0000616167],"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":[0.000017927843,0.0000200549,0.010137718,0.007873993,0.00022015056,0.015940972,0.0000065034455,1.5580258e-7,1.2576961e-9,0.000019700852,0.20245792,0.7633049],"study_design_scores_gemma":[0.00006439577,0.00002638252,0.00070829137,0.01211913,0.00074075157,0.01874497,0.000028822884,1.449709e-7,1.4949888e-8,0.000022824437,0.9672383,0.00030594607],"about_ca_topic_score_codex":0.0024886525,"about_ca_topic_score_gemma":0.0020465348,"teacher_disagreement_score":0.7647804,"about_ca_system_score_codex":0.003266366,"about_ca_system_score_gemma":0.07917214,"threshold_uncertainty_score":0.9998003},"labels":[],"label_agreement":null},{"id":"W4291677446","doi":"10.1016/j.thorsurg.2022.04.003","title":"Minimally Invasive Thoracic Surgery for Low- and Middle-Income Countries","year":2022,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Medicine; Low and middle income countries; Health care; Scale (ratio); Developing country; Work (physics); Healthcare system; Surgery; Intensive care medicine; General surgery; Economic growth; Economics","score_opus":0.15506512937361766,"score_gpt":0.431888582499253,"score_spread":0.27682345312563533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291677446","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":[0.018273609,0.95990473,0.000022806897,0.0006555808,0.010108484,0.0064541376,0.0029705723,0.0008678989,0.000742193],"genre_scores_gemma":[0.00073368335,0.9810582,0.000705751,0.002798646,0.0032591731,0.002674924,0.005267313,0.00096468045,0.0025376256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9737494,0.0045381384,0.010897572,0.0040056244,0.0024398617,0.0043694098],"domain_scores_gemma":[0.85099405,0.1361664,0.005789925,0.00307457,0.0011543799,0.0028207058],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.033085607,0.0032984007,0.018509446,0.0033319574,0.0014361663,0.00041181612,0.0009046468,0.0029697071,0.001569481],"category_scores_gemma":[0.025601003,0.0030917097,0.007885943,0.0032066307,0.0011042069,0.00069364975,0.0008755287,0.0037643888,0.00059801934],"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":[0.0040253685,0.0006417953,0.01060021,0.21847673,0.0011430313,0.002161879,0.00008535565,6.03414e-7,1.1214549e-7,0.000031670148,0.012516919,0.7503163],"study_design_scores_gemma":[0.00031061255,0.00034835914,0.00026884742,0.07217139,0.0045064474,0.0010365532,0.00021038551,0.000018325363,0.0000093572135,0.00021702737,0.91827047,0.0026322543],"about_ca_topic_score_codex":0.000098339166,"about_ca_topic_score_gemma":0.00006765606,"teacher_disagreement_score":0.9057535,"about_ca_system_score_codex":0.0010757399,"about_ca_system_score_gemma":0.016568936,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W4292024386","doi":"10.1016/j.jss.2022.07.011","title":"Costs Associated With Surgical Infections at a Tertiary Referral Hospital in Rwanda","year":2022,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"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 Center for Advancing Translational Sciences; Department of Surgery, University of Manitoba; National Institutes of Health","keywords":"Medicine; Interquartile range; Odds ratio; Confidence interval; Referral; Tertiary referral hospital; Emergency medicine; Health care; Acute care; Observational study; Univariate analysis; Multivariate analysis; Pediatrics; Retrospective cohort study; Internal medicine; Family medicine","score_opus":0.05450958317225319,"score_gpt":0.3985279346198247,"score_spread":0.34401835144757154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292024386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981848,0.00063908607,4.4127628e-7,0.009422371,0.0002110558,0.00026002605,0.000014062851,0.000011948652,0.00759301],"genre_scores_gemma":[0.9979727,0.00034483374,0.000008043586,0.00010227697,0.00017582078,0.00002264173,0.000016072254,0.000016750497,0.0013408076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950578,0.0009631917,0.0006418147,0.00019477699,0.002307022,0.00083537144],"domain_scores_gemma":[0.9966902,0.0016499892,0.00015025951,0.00015269266,0.00059336104,0.0007634613],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006111527,0.000117005206,0.0004999837,0.0006166936,0.00036310198,0.000022363296,0.00013552305,0.00010542042,0.0013265243],"category_scores_gemma":[0.00082051544,0.00008278955,0.00018507156,0.0013567886,0.00017385633,0.00010593249,0.00020484679,0.0025567953,0.000016953953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007423162,0.0028870625,0.9114947,0.000033249944,0.00009438487,0.05026369,0.00016033414,0.000041451098,0.000025897893,0.00021446227,0.024234477,0.003127175],"study_design_scores_gemma":[0.014279042,0.009593351,0.6775407,0.00045412232,0.000030099714,0.012103358,0.00058669195,0.00016886886,0.000032281336,0.00015333088,0.28484383,0.00021429421],"about_ca_topic_score_codex":0.00013783158,"about_ca_topic_score_gemma":0.00007985993,"teacher_disagreement_score":0.26060936,"about_ca_system_score_codex":0.0023111084,"about_ca_system_score_gemma":0.0010790695,"threshold_uncertainty_score":0.99974436},"labels":[],"label_agreement":null},{"id":"W4292161498","doi":"10.1016/j.amjsurg.2022.08.003","title":"Narrowing the global surgical perspective: The big city bias","year":2022,"lang":"en","type":"editorial","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Commission; Equity (law); Global health; Welfare; Health care; Medicine; Political science; Business; Economic growth; Family medicine; Economics; Law","score_opus":0.0499153931175211,"score_gpt":0.3458166138298559,"score_spread":0.2959012207123348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292161498","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":[0.1801432,0.010682048,0.0000065055638,0.033048958,0.77289206,0.00030977902,0.00017134311,0.000041173575,0.0027049265],"genre_scores_gemma":[0.23423785,0.004973005,0.000009069073,0.0028178943,0.75749624,0.000017590166,0.000022385262,0.00006389214,0.0003620548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99191195,0.0022406585,0.0013975376,0.00034968273,0.003131478,0.00096871465],"domain_scores_gemma":[0.97318643,0.021074932,0.002988482,0.001060776,0.0011397175,0.0005496546],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012133208,0.00047785052,0.0019641712,0.00018907458,0.00090869,0.00009550175,0.00093555095,0.00016654155,0.00025809472],"category_scores_gemma":[0.0066161547,0.00020495513,0.0018328622,0.0017174708,0.0014499144,0.00007078724,0.00026038467,0.0040762587,0.00001496073],"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":[0.0030028338,0.000115253504,0.008520846,0.00003067856,0.00046350076,0.0011881752,0.0002876827,0.000009175151,4.645474e-7,0.00006268889,0.9728078,0.013510888],"study_design_scores_gemma":[0.00036529754,0.00027218886,0.0070184087,0.00021697208,0.0004217049,0.0030487159,0.0067623495,0.0000032974363,7.34239e-7,0.00029554433,0.9813753,0.00021952142],"about_ca_topic_score_codex":0.0016916796,"about_ca_topic_score_gemma":0.00001306767,"teacher_disagreement_score":0.05409465,"about_ca_system_score_codex":0.0013501542,"about_ca_system_score_gemma":0.006122372,"threshold_uncertainty_score":0.999512},"labels":[],"label_agreement":null},{"id":"W4292249670","doi":"10.1001/jamanetworkopen.2022.27252","title":"Participation of Lower and Upper Middle–Income Countries in Oncology Clinical Trials Led by High-Income Countries","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"Science and Technology Facilities Council; National Institute for Health and Care Research","keywords":"Medicine; Low and middle income countries; Randomized controlled trial; Clinical trial; High income countries; Cohort; Developing country; Family medicine; Internal medicine; Economic growth","score_opus":0.07602545239994343,"score_gpt":0.43152444660110706,"score_spread":0.3554989942011636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292249670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785287,0.002632833,0.0000068696536,0.01491477,0.0014747756,0.0013953692,0.00010319748,0.000018536146,0.0009249963],"genre_scores_gemma":[0.99070597,0.0011832307,0.0002004207,0.0065082093,0.00045657923,0.00024014659,0.00008707797,0.00001779389,0.000600604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943994,0.0023968434,0.0019206738,0.00034533377,0.00037509453,0.00056263217],"domain_scores_gemma":[0.9947152,0.003978118,0.0006064092,0.00029260904,0.00012335076,0.00028427882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017325109,0.00016215186,0.0015880833,0.00007339726,0.0001727394,0.00004645374,0.00019913436,0.00021886005,0.0011257902],"category_scores_gemma":[0.0015989288,0.00013855033,0.00010318673,0.00030946647,0.0001784517,0.0001675786,0.00035981223,0.00046406034,0.000017560023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018484516,0.00026434218,0.9223511,0.000167847,0.000092391,0.0001041294,0.00015575389,0.00009617444,0.000002548087,0.0020251041,0.05374045,0.0025156103],"study_design_scores_gemma":[0.007889508,0.001876811,0.62411034,0.0003157176,0.00010660727,0.000017669105,0.000114041606,0.00032987364,0.000007429239,0.0005097375,0.36456853,0.00015370215],"about_ca_topic_score_codex":0.00059167045,"about_ca_topic_score_gemma":0.00020117231,"teacher_disagreement_score":0.3108281,"about_ca_system_score_codex":0.00021813705,"about_ca_system_score_gemma":0.00057971966,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W4292552893","doi":"10.5114/aic.2022.118540","title":"Report from a visit to the cardiology centres in Kigali, Rwanda","year":2022,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Global Health and Surgery","field":"Medicine","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; Interventional cardiology; Internal medicine; Cardiology","score_opus":0.015900189957258417,"score_gpt":0.34371061295143546,"score_spread":0.32781042299417706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292552893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616501,0.01859944,0.00072654214,0.006320881,0.003758354,0.00053406466,0.0002389704,0.000028941087,0.0081427405],"genre_scores_gemma":[0.9966082,0.00018529822,0.00009842487,0.0018862011,0.00041287235,0.00031374538,0.00029423882,0.000009327686,0.0001917174],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977891,0.00052541576,0.0006087753,0.0004073817,0.00024485638,0.0004244891],"domain_scores_gemma":[0.9991047,0.00033798677,0.000095651274,0.00031200738,0.000051334635,0.00009831994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038941,0.00012192114,0.0005732222,0.0001737878,0.000084130515,0.000003262857,0.00016830378,0.000061096165,0.00034268267],"category_scores_gemma":[0.00045679603,0.000098549695,0.0003037675,0.00029066927,0.00007591395,0.00005060453,0.00022863016,0.0004306068,0.000029062287],"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":[0.00096795347,0.00005602966,0.9655208,0.000026024383,0.000064995336,0.0048118182,0.00006483481,0.012212446,0.000011952842,0.0019347708,0.009402632,0.004925763],"study_design_scores_gemma":[0.0005581575,0.0002217483,0.4492734,0.000038424365,0.000011846468,0.0013996771,0.00026944405,0.000024294028,0.000003115876,0.0026104518,0.5455204,0.000069040216],"about_ca_topic_score_codex":0.00055330247,"about_ca_topic_score_gemma":0.00060900603,"teacher_disagreement_score":0.5361178,"about_ca_system_score_codex":0.0003989879,"about_ca_system_score_gemma":0.00011450974,"threshold_uncertainty_score":0.401874},"labels":[],"label_agreement":null},{"id":"W4292839962","doi":"10.1016/j.wneu.2022.08.074","title":"The Scope, Growth, and Inequities of the Global Neurosurgery Literature: A Bibliometric Analysis","year":2022,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"National Institute of General Medical Sciences","keywords":"Medicine; Neurosurgery; Global health; Bibliometrics; Citation; Scope (computer science); Neglected tropical diseases; Library science; Pathology; Surgery; Public health","score_opus":0.016216090767365444,"score_gpt":0.2707679211914633,"score_spread":0.25455183042409785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292839962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96990657,0.017703746,0.0000024929354,0.006490143,0.0023304352,0.00037125972,0.00018548251,0.00006687052,0.002942994],"genre_scores_gemma":[0.9882491,0.0023953286,0.0000054335374,0.008046449,0.00010856662,0.000059896378,0.000016930157,0.000021434433,0.0010968297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636096,0.0005808685,0.00086307444,0.00044507656,0.0010493114,0.0007007239],"domain_scores_gemma":[0.9964604,0.0018597238,0.00050172367,0.0007309269,0.00015628392,0.00029098726],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0013774725,0.00025430555,0.0007043726,0.015012612,0.00088517345,0.00012591183,0.00027086533,0.000042834978,0.000051864117],"category_scores_gemma":[0.0018565352,0.00015907003,0.0006088491,0.230836,0.00029226538,0.000105566956,0.00050708035,0.0005432587,0.0000016933404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042174297,0.00012862438,0.96859473,0.00016285479,0.00013780022,0.0001456584,0.000025390416,0.000021240083,0.00019614368,0.0012506942,0.02593187,0.0029832507],"study_design_scores_gemma":[0.00028424038,0.00006664724,0.95747375,0.00004606572,0.0003143626,0.00023874252,0.000025922793,0.000058718186,0.00022891014,0.00022592467,0.040888343,0.00014838939],"about_ca_topic_score_codex":0.000094853065,"about_ca_topic_score_gemma":0.00003352085,"teacher_disagreement_score":0.21582338,"about_ca_system_score_codex":0.00006684176,"about_ca_system_score_gemma":0.00030720417,"threshold_uncertainty_score":0.9961514},"labels":[],"label_agreement":null},{"id":"W4293440164","doi":"10.4314/ahs.v22i2.3s","title":"Infectious Diseases Institute at Makerere University College of Health Sciences: a case study of a sustainable capacity building model for health care, research and training","year":2022,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba","funders":"U.S. President’s Emergency Plan for AIDS Relief","keywords":"Excellence; Capacity building; Medicine; Global health; Preparedness; Center of excellence; Health care; Mentorship; Public relations; Political science; Economic growth; Medical education; Public health; Nursing","score_opus":0.16728323586458776,"score_gpt":0.4134223556442366,"score_spread":0.24613911977964886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293440164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905867,0.0016669715,0.00014974772,0.0036340104,0.000097025986,0.0029295052,0.0007575002,0.000031950098,0.00014659013],"genre_scores_gemma":[0.99815416,0.000085736676,0.0009086786,0.00067231385,0.000015399442,0.00004962935,0.0000039209144,0.0000069949424,0.00010319185],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99562687,0.0006796196,0.0006480844,0.00063708954,0.0010390533,0.0013692582],"domain_scores_gemma":[0.99763966,0.0004988903,0.0004923666,0.0002209149,0.00036536486,0.00078278675],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008647545,0.00014270593,0.00077363406,0.0008469464,0.0072653177,0.000009455388,0.00021147168,0.000025215888,0.000004031895],"category_scores_gemma":[0.00029392875,0.00013558962,0.000057226316,0.003327637,0.0015279265,0.000203509,0.0003113881,0.00024140284,5.3187172e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002253423,0.0052798293,0.41282505,0.019435594,0.000094064104,0.0012319817,0.41308707,0.016356586,0.000008323139,0.108164385,0.009330057,0.011933633],"study_design_scores_gemma":[0.0023757804,0.02033504,0.0048486018,0.00015184468,0.000013260262,0.00061455154,0.95481366,0.014239749,7.612944e-7,0.0005939377,0.0018591953,0.00015364976],"about_ca_topic_score_codex":0.0669643,"about_ca_topic_score_gemma":0.008119004,"teacher_disagreement_score":0.5417266,"about_ca_system_score_codex":0.0019779955,"about_ca_system_score_gemma":0.017060412,"threshold_uncertainty_score":0.9940271},"labels":[],"label_agreement":null},{"id":"W4293791815","doi":"10.1007/978-3-030-98733-6_7","title":"Health Diplomacy in the CARICOM Region","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; University of Alberta","funders":"","keywords":"Diplomacy; Declaration; Summit; Negotiation; Political science; Pandemic; Global health; Economic growth; Development economics; International trade; Coronavirus disease 2019 (COVID-19); Health care; Geography; Medicine; Business; Infectious disease (medical specialty); Law; Disease; Cartography","score_opus":0.04694666494184807,"score_gpt":0.3246792779344244,"score_spread":0.27773261299257634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293791815","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":[0.000043243774,0.0034293628,0.000004942286,0.028006872,0.00021609914,0.00062961073,0.000008022505,0.00004492446,0.9676169],"genre_scores_gemma":[0.033000406,0.0053180084,0.000039563285,0.1213015,0.00038615597,0.00003995465,0.00028868215,0.000052957817,0.8395728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985877,0.00004890138,0.00037787497,0.0002386649,0.000405226,0.00034160877],"domain_scores_gemma":[0.99913394,0.00012846426,0.000113643735,0.00043209558,0.000021536887,0.00017030955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048130297,0.00016880783,0.00047768067,0.000144501,0.00009599654,0.000005589306,0.00010160668,0.00011158692,0.0009910672],"category_scores_gemma":[0.00002068665,0.00010781694,0.0001342573,0.00005163322,0.000027829661,0.000016062195,0.000042762145,0.00073056604,0.00006688647],"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":[0.000102368445,0.000047525882,0.000914412,0.0002683716,0.000012679354,0.000632241,0.00020331965,1.9762317e-7,2.5014206e-8,0.68916106,0.2927021,0.015955668],"study_design_scores_gemma":[0.00029231032,0.00020524082,0.002002122,0.00012462835,0.000011971152,0.00029769738,0.000059602015,0.000002543019,2.1914204e-8,0.0068789036,0.9900377,0.00008727384],"about_ca_topic_score_codex":0.0012935955,"about_ca_topic_score_gemma":0.00016060087,"teacher_disagreement_score":0.6973356,"about_ca_system_score_codex":0.00030607774,"about_ca_system_score_gemma":0.0006041472,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W4293829921","doi":"10.17269/s41997-022-00680-2","title":"A long-term process for decolonizing and democratizing community-focused research: the case for MicroResearch in East Africa and in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Equity (law); Context (archaeology); Political science; Health care; Public relations; Sociology; Economic growth; Geography; Economics","score_opus":0.2999191940358351,"score_gpt":0.41478497679323695,"score_spread":0.11486578275740184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293829921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214478,0.0035693985,0.000016863902,0.07375518,0.000081757775,0.0010145851,0.00008845585,9.80331e-7,0.000024961944],"genre_scores_gemma":[0.99773556,0.000042070013,0.000089486915,0.0019531021,0.000044708402,0.00009702144,0.000007524134,0.000014013878,0.000016513255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663466,0.0011839205,0.00052516424,0.00011421399,0.00024926974,0.0012927827],"domain_scores_gemma":[0.9955398,0.0015762626,0.00013226504,0.0001376854,0.00038854463,0.0022254514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018096007,0.000080715756,0.00032123277,0.000775835,0.001616516,0.000060091665,0.00016527314,0.00003135369,0.00001037976],"category_scores_gemma":[0.002909216,0.00006771774,0.000023686594,0.00070789893,0.000105109015,0.00009141158,0.00003415528,0.0013416825,2.8544182e-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":[0.00030230053,0.00007263635,0.9081955,0.0017331002,0.000023308541,0.0043729437,0.017674692,0.000008513687,0.000004817418,0.00015261269,0.008664198,0.05879537],"study_design_scores_gemma":[0.00895314,0.002764504,0.7156881,0.00074874633,0.000013864921,0.024298541,0.20761687,0.0020746074,0.0000035837882,0.0010506165,0.036481645,0.00030579593],"about_ca_topic_score_codex":0.9135292,"about_ca_topic_score_gemma":0.9991287,"teacher_disagreement_score":0.19250742,"about_ca_system_score_codex":0.003749564,"about_ca_system_score_gemma":0.079645194,"threshold_uncertainty_score":0.99968326},"labels":[],"label_agreement":null},{"id":"W4296028814","doi":"10.1055/s-0042-1746186","title":"Cultural Sensitivity and Ethical Considerations","year":2022,"lang":"en","type":"review","venue":"Clinics in Colon and Rectal Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Medicine; Diversity (politics); Global health; TRIPS architecture; Set (abstract data type); Cultural diversity; Health care; Cultural competence; Public relations; Nursing; Engineering ethics; Medical education; Political science; Engineering; Law; Public health","score_opus":0.18476870511979598,"score_gpt":0.4579038961743918,"score_spread":0.2731351910545958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296028814","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":[0.0074953856,0.9888282,2.5315586e-7,0.00081469934,0.0014486175,0.00053494563,0.000058829195,0.000038871047,0.0007801999],"genre_scores_gemma":[0.0026537175,0.99453926,0.00003491322,0.0022449913,0.00017188869,0.000052568557,0.00015443233,0.000020719037,0.00012753582],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971395,0.0009386211,0.0009177274,0.00044614778,0.00019884686,0.0003591339],"domain_scores_gemma":[0.9833951,0.015861034,0.00021002015,0.00016417415,0.000042149157,0.00032753006],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033011097,0.0002572531,0.0021226762,0.00018944772,0.00020220841,0.000028877832,0.000014589223,0.0008695524,0.0001484293],"category_scores_gemma":[0.004936267,0.00020281663,0.0003484368,0.00025686406,0.00022048103,0.000022458531,0.00010599942,0.0023181888,0.0000067112255],"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":[0.00007264115,0.00008977517,0.0025191954,0.008553579,0.00004877389,0.0017358757,0.000053839627,3.8695248e-8,8.125474e-8,0.00034853956,0.010878527,0.9756991],"study_design_scores_gemma":[0.00015102838,0.000060357757,0.0006481577,0.0027312897,0.00016221832,0.0021092198,0.000039829905,0.00001592756,4.255313e-8,0.00010096697,0.99377406,0.00020687618],"about_ca_topic_score_codex":0.00004337252,"about_ca_topic_score_gemma":0.000094651194,"teacher_disagreement_score":0.98289555,"about_ca_system_score_codex":0.000107946864,"about_ca_system_score_gemma":0.0010671676,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W4296772534","doi":"10.1016/j.kint.2022.08.011","title":"Resetting the relationship: decolonizing peer review of First Nations’ kidney health research","year":2022,"lang":"en","type":"letter","venue":"Kidney International","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"National Health and Medical Research Council","keywords":"Peer review; Medicine; Kidney disease; Gerontology; Political science; Internal medicine; Law","score_opus":0.17625378043248963,"score_gpt":0.4439253339080279,"score_spread":0.2676715534755383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296772534","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":[0.000014444885,0.005260284,0.000012201672,0.94062084,0.0024273086,0.0011590272,0.0012150565,0.00004492113,0.04924591],"genre_scores_gemma":[0.000554144,0.0062319236,0.0005556505,0.9392068,0.0029929078,0.00035457063,0.012680899,0.000054972912,0.037368134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915455,0.0009432715,0.0012821502,0.0004980782,0.00498309,0.00074792403],"domain_scores_gemma":[0.9780991,0.011330738,0.0013871113,0.0014911436,0.006282492,0.0014093904],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010841087,0.00023598298,0.00057354645,0.0008665176,0.0012120439,0.000045477213,0.0006980673,0.00029474625,0.0055641085],"category_scores_gemma":[0.19136861,0.00019268598,0.00031683996,0.0011312787,0.00017979948,0.000097136035,0.0003155802,0.0046628453,0.00011810537],"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":[0.000032637763,0.000052287534,0.011010908,0.010474874,0.0001027152,0.00007431398,0.00014700694,4.0813703e-7,1.7074204e-7,0.0012569384,0.9767004,0.00014732839],"study_design_scores_gemma":[0.0003537749,0.000093536015,0.0017125119,0.01808448,0.000035362642,0.00015066932,0.00006132112,0.000034637887,7.988779e-7,0.00031159693,0.97903854,0.00012274882],"about_ca_topic_score_codex":0.00045880422,"about_ca_topic_score_gemma":0.000042960895,"teacher_disagreement_score":0.18052752,"about_ca_system_score_codex":0.0015235601,"about_ca_system_score_gemma":0.007547113,"threshold_uncertainty_score":0.9980792},"labels":[],"label_agreement":null},{"id":"W4297964806","doi":"10.1007/s00590-022-03394-w","title":"Levelling up: prioritisation of global health","year":2022,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Global Health and Surgery","field":"Medicine","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":"Health Care Foundation","funders":"","keywords":"Medicine; Levelling; Geodesy","score_opus":0.04224679596456843,"score_gpt":0.310738088952474,"score_spread":0.2684912929879056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297964806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351765,0.0062222206,0.0011397721,0.0036725749,0.004015011,0.00014855388,0.000029722658,0.00002914271,0.0012253298],"genre_scores_gemma":[0.9966726,0.00060759234,0.00043655722,0.0019773436,0.00022149191,0.0000012648103,0.000019267856,0.000026524544,0.000037389316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947394,0.0018117988,0.0020384134,0.00019869664,0.0006735393,0.0005381415],"domain_scores_gemma":[0.99714386,0.0004089924,0.0014920192,0.00021170954,0.00025479574,0.00048860477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006497064,0.00016796715,0.0010366165,0.00028350778,0.000186806,0.0000056671806,0.0001362757,0.000029660494,0.0003036276],"category_scores_gemma":[0.0004421922,0.00016343297,0.00056120835,0.00056275626,0.00011117513,0.00008057586,0.000055326822,0.00051290356,0.000011134538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016052023,0.00033990582,0.75311226,0.00034900292,0.00014002387,0.0035802124,0.00043081716,0.000072886454,0.000032098684,0.00060367124,0.023507068,0.21622685],"study_design_scores_gemma":[0.0029800371,0.0015567114,0.8392403,0.00043125605,0.0000991751,0.0390634,0.0013174886,0.000047391626,0.000032028624,0.00014037827,0.11485324,0.0002385975],"about_ca_topic_score_codex":0.000027574604,"about_ca_topic_score_gemma":0.000003528836,"teacher_disagreement_score":0.21598825,"about_ca_system_score_codex":0.0002571825,"about_ca_system_score_gemma":0.0018821601,"threshold_uncertainty_score":0.6664603},"labels":[],"label_agreement":null},{"id":"W4298393331","doi":"10.1186/s12913-022-08558-2","title":"Rational design of an essential diagnostics network to support Universal Health Coverage: a modeling analysis","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo; University of Alberta","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Tier 2 network; Triage; Tier 1 network; Health administration; Health informatics; Disease burden; Public health; Medical emergency; Disease; Pathology; Computer science; Telecommunications; The Internet","score_opus":0.07685496647050113,"score_gpt":0.4345628911114738,"score_spread":0.3577079246409727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298393331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8281716,0.0018557848,0.15992256,0.004924031,0.00046320338,0.003932651,0.00043258496,0.00009956602,0.00019804634],"genre_scores_gemma":[0.9809088,0.00057536876,0.00787937,0.009087784,0.00033442077,0.00010659673,0.0009802276,0.00002748788,0.00009990421],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9929088,0.0021721106,0.0008725198,0.0005166831,0.0020811916,0.0014487274],"domain_scores_gemma":[0.996276,0.0007681277,0.0001830086,0.00052372087,0.00059160753,0.0016575056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008905885,0.00015089131,0.0007080826,0.0008325614,0.0010582559,0.000026999716,0.00030291145,0.00006225977,0.0005516505],"category_scores_gemma":[0.00007001034,0.00016188288,0.00012086848,0.0038205017,0.00003241553,0.000111339556,0.00027806783,0.0006038407,0.000017246748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002722005,0.0005535705,0.044360604,0.0017786971,0.00010751778,0.000050831135,0.002092163,0.9431053,0.0000046018517,0.00044692442,0.002713086,0.002064709],"study_design_scores_gemma":[0.001247928,0.0043244245,0.023068806,0.0001127713,0.000051744046,0.000020344522,0.0035621398,0.96388155,0.000002844415,0.00020290082,0.0033691644,0.00015537614],"about_ca_topic_score_codex":0.0075206407,"about_ca_topic_score_gemma":0.00151597,"teacher_disagreement_score":0.15273726,"about_ca_system_score_codex":0.00083504134,"about_ca_system_score_gemma":0.010575058,"threshold_uncertainty_score":0.99908835},"labels":[],"label_agreement":null},{"id":"W4299572603","doi":"","title":"From reflexivity to collectivity: Challenging the benevolence narrative in global health","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"Reflexivity; Narrative; Sociology; Epistemology; Psychology; Political science; Philosophy; Social science; Linguistics","score_opus":0.33194944334288295,"score_gpt":0.6385750862049148,"score_spread":0.3066256428620318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299572603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96198285,0.013137428,0.00015708985,0.015666578,0.0010129133,0.0011374884,0.00011063989,0.00003316347,0.0067618336],"genre_scores_gemma":[0.98976445,0.00603255,0.00014503983,0.0035416633,0.00032438655,0.000051385996,0.0000057431466,0.00002211764,0.0001126449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965848,0.0004495301,0.0008436654,0.00055367505,0.0008018529,0.0007664888],"domain_scores_gemma":[0.9965576,0.0004081211,0.00093072146,0.0010419949,0.00027230033,0.0007892866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031485008,0.00030151807,0.0011799735,0.00029023073,0.0011669004,0.0006753385,0.001883333,0.00011663399,0.00077633274],"category_scores_gemma":[0.0015897092,0.00022895566,0.00016245678,0.00073078036,0.00016045112,0.0011611569,0.00092282024,0.0005820477,0.000015203657],"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":[0.0013251284,0.0003885431,0.88359433,0.00011733056,0.00010793965,0.00014141932,0.0018111262,0.00006268984,0.0008398534,0.00012925969,0.056117453,0.055364907],"study_design_scores_gemma":[0.0007385301,0.000037279722,0.98641276,0.0014855148,0.000019269179,0.000016683542,0.0007061612,0.000113926006,0.00035257102,0.0055397074,0.004372875,0.00020472895],"about_ca_topic_score_codex":0.03415639,"about_ca_topic_score_gemma":0.0051050293,"teacher_disagreement_score":0.1028184,"about_ca_system_score_codex":0.00078264304,"about_ca_system_score_gemma":0.0011294882,"threshold_uncertainty_score":0.97227526},"labels":[],"label_agreement":null},{"id":"W4299718456","doi":"","title":"Global health care leadership development: trends to consider","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"Leadership development; Health care; Political science; Psychology; Public relations","score_opus":0.3947833069963818,"score_gpt":0.5935445384523562,"score_spread":0.1987612314559744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299718456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88859695,0.06475804,0.00014225788,0.0119368555,0.0014390931,0.0014383078,0.00007832604,0.00011997297,0.031490207],"genre_scores_gemma":[0.9737048,0.0010517879,0.0011505163,0.022622284,0.00022522006,0.00008007784,0.000049203416,0.00004208265,0.0010740174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958882,0.00022746717,0.001281611,0.00053013203,0.00093545543,0.0011371899],"domain_scores_gemma":[0.99620587,0.00016522466,0.0005323433,0.000496128,0.0006340644,0.0019663975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096847554,0.00038541007,0.0012188449,0.00075514364,0.0003261543,0.00046968024,0.0009216603,0.00015543502,0.015804388],"category_scores_gemma":[0.00035556336,0.0003361374,0.00019661096,0.0016302618,0.00009773878,0.0009106821,0.00040393785,0.00035217358,0.0002475599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000189583,0.00012269263,0.43897146,0.00030725673,0.00008895491,0.000043613276,0.00048544732,0.000006521584,0.00015985973,0.000038570837,0.39255333,0.16703273],"study_design_scores_gemma":[0.000789504,0.00003007975,0.9026017,0.0007499464,0.00002998127,0.00007197765,0.0008841384,0.000003055461,0.0005028094,0.00025097354,0.09377546,0.00031032806],"about_ca_topic_score_codex":0.0038989075,"about_ca_topic_score_gemma":0.00046796814,"teacher_disagreement_score":0.4636303,"about_ca_system_score_codex":0.0007808929,"about_ca_system_score_gemma":0.0018200335,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W4300405719","doi":"","title":"Support infrastructure available to Canadian residents completing post-graduate global health electives: current state and future directions","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University; McGill University Health Centre; McGill University","funders":"","keywords":"Current (fluid); State (computer science); Medical education; Political science; Medicine; Engineering ethics; Psychology; Engineering; Computer science; Electrical engineering","score_opus":0.15528101071985845,"score_gpt":0.5350929664227451,"score_spread":0.3798119557028866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300405719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445296,0.02749269,0.00007410402,0.01845929,0.0023618368,0.0015281398,0.0010626303,0.000058481823,0.0044332584],"genre_scores_gemma":[0.9165656,0.07164586,0.00028855703,0.009401863,0.0008370053,0.000053367192,0.000067272405,0.00007306345,0.0010674049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961535,0.00029313334,0.0010124054,0.0006038196,0.0007460932,0.0011910569],"domain_scores_gemma":[0.99515015,0.00014894572,0.000562787,0.00041180762,0.00086128234,0.0028650335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013921976,0.0003762774,0.0009911306,0.0008072306,0.00060516415,0.00038526853,0.0006211009,0.000088220935,0.0058189393],"category_scores_gemma":[0.0005071223,0.00028344177,0.00013301724,0.0012147209,0.00009950653,0.000864667,0.00030671433,0.00045218162,0.000099209225],"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":[0.0003101313,0.000053340576,0.46454826,0.00014425057,0.00006982787,0.000041254505,0.00012919884,0.0000014493146,0.00047058807,0.000019170016,0.3783428,0.15586972],"study_design_scores_gemma":[0.0005365518,0.000049139348,0.73975426,0.00066658255,0.00002839615,0.00011085413,0.000057465113,0.000002320312,0.00009811746,0.0008679732,0.25761345,0.0002149148],"about_ca_topic_score_codex":0.11248057,"about_ca_topic_score_gemma":0.048696775,"teacher_disagreement_score":0.275206,"about_ca_system_score_codex":0.0013576288,"about_ca_system_score_gemma":0.0037075924,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W4301015867","doi":"10.5281/zenodo.1322175","title":"The Benefits Of International Student Perspectives In A Global Cancer Workshop","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Cancer; Political science; Engineering ethics; Medicine; Engineering; Internal medicine","score_opus":0.04545988432923075,"score_gpt":0.34497496548553075,"score_spread":0.2995150811563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301015867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85528225,0.0014612663,0.00008290794,0.007197556,0.00034350634,0.0004265415,0.0001301205,0.00013667041,0.13493918],"genre_scores_gemma":[0.9981385,0.0008269361,0.000032393124,0.0001701387,0.00022030497,4.880754e-8,0.0000545615,0.00013086434,0.00042627394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989304,0.000092176226,0.0001985727,0.00018393502,0.00034436613,0.00025056416],"domain_scores_gemma":[0.9988569,0.000023914741,0.00006237527,0.00019327135,0.00075040077,0.00011314967],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050289993,0.0000635542,0.00010257539,0.00007242119,0.0004933868,0.0000898531,0.00034670814,0.000032732005,0.0025702138],"category_scores_gemma":[0.00057448796,0.00005025943,0.000032165262,0.00041909446,0.00019603081,0.00006014016,0.00034436653,0.000118001015,0.00043841728],"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":[0.002314931,0.0010804516,0.010950336,0.000106847394,0.00023190834,0.000030960913,0.013224187,0.000069556154,0.00038494653,0.05600601,0.25372246,0.6618774],"study_design_scores_gemma":[0.0008209839,0.00021666885,0.22503404,0.0001196911,0.000009403224,0.000049894876,0.0049040793,0.0001327804,0.000056103585,0.000089251495,0.76849574,0.00007133465],"about_ca_topic_score_codex":0.00006240865,"about_ca_topic_score_gemma":0.000012962711,"teacher_disagreement_score":0.6618061,"about_ca_system_score_codex":0.0003008323,"about_ca_system_score_gemma":0.000011477237,"threshold_uncertainty_score":0.99834156},"labels":[],"label_agreement":null},{"id":"W4301110532","doi":"","title":"Guyana’s paediatric training program: a global health partnership for medical education","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"Humber River Regional Hospital; Georgetown Hospital; University of Toronto; McMaster University","funders":"","keywords":"General partnership; Training (meteorology); Medical education; Business; Medicine; Geography; Finance; Meteorology","score_opus":0.39834135561978534,"score_gpt":0.6590566908029313,"score_spread":0.26071533518314594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301110532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8445967,0.07353463,0.00037073952,0.03542977,0.0043886043,0.005684468,0.00010062993,0.00020652382,0.03568795],"genre_scores_gemma":[0.9826317,0.007636789,0.0008448256,0.006795836,0.0014038718,0.00030935212,0.000066148816,0.0000403063,0.000271204],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958633,0.00022223484,0.0012415014,0.0005023079,0.0011866298,0.0009840042],"domain_scores_gemma":[0.994939,0.00026780815,0.0014632855,0.0007296879,0.00050858705,0.0020915756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004411789,0.00030889345,0.001170047,0.0003565122,0.0007877634,0.00085281854,0.0017379035,0.00022840608,0.0017793609],"category_scores_gemma":[0.005110266,0.00026760454,0.0003403851,0.00049290975,0.00019393387,0.0010320856,0.00034118406,0.00043059728,0.000011824817],"study_design_candidate":"observational","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":[0.00041359794,0.0005342098,0.38982296,0.00041974417,0.00006412528,0.000019747094,0.00008226266,4.956794e-7,0.000009681452,0.000362326,0.19365478,0.41461608],"study_design_scores_gemma":[0.0016517811,0.00007674448,0.88391536,0.0011567291,0.000106204636,0.00011630922,0.00017853676,0.00014127894,0.0000230872,0.0057726204,0.106583305,0.0002780304],"about_ca_topic_score_codex":0.0017005389,"about_ca_topic_score_gemma":0.00023543948,"teacher_disagreement_score":0.49409243,"about_ca_system_score_codex":0.0003885987,"about_ca_system_score_gemma":0.009175169,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W4301421122","doi":"","title":"Tackling challenges of global health electives: Resident experiences of a structured and supervised medicine elective within an existing global health partnership","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Global health; Medical education; Medicine; Alternative medicine; Family medicine; Political science; Public health; Nursing; Pathology","score_opus":0.3542437134293421,"score_gpt":0.6123141349963738,"score_spread":0.2580704215670317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301421122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9030154,0.09201541,0.00005721547,0.0016865268,0.00043446867,0.00087379455,0.000041145548,0.000025658444,0.001850397],"genre_scores_gemma":[0.98129195,0.017359596,0.00043049114,0.0005933337,0.00025455083,0.000027293088,0.000009195535,0.000023859602,0.000009721793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945955,0.0007670214,0.0019109888,0.0007035946,0.0011850923,0.0008377492],"domain_scores_gemma":[0.9936034,0.00026974818,0.0034318524,0.0007565372,0.0007378367,0.001200595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042945147,0.0004205871,0.0022369716,0.00026628762,0.0006730953,0.00018065708,0.0012268086,0.0001553944,0.00023928945],"category_scores_gemma":[0.0021832176,0.00034228747,0.0001397328,0.0005718022,0.0007248155,0.00121222,0.00036089218,0.00038767245,2.5817158e-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":[0.003589242,0.00035017484,0.918824,0.0020529402,0.000307762,0.000051560295,0.026057165,0.000016744545,0.0014832186,0.0024121222,0.0018973446,0.042957682],"study_design_scores_gemma":[0.0018045468,0.0005334628,0.9616413,0.0033339832,0.000056196957,0.000095899464,0.021613093,0.00009948496,0.0011633513,0.009368305,0.00004452462,0.00024584765],"about_ca_topic_score_codex":0.015019998,"about_ca_topic_score_gemma":0.0030379698,"teacher_disagreement_score":0.078276575,"about_ca_system_score_codex":0.0005602447,"about_ca_system_score_gemma":0.0024427478,"threshold_uncertainty_score":0.9999029},"labels":[],"label_agreement":null},{"id":"W4302010967","doi":"10.1136/bmjopen-2021-051055","title":"Non-anaesthetist-administered ketamine for emergency caesarean section in Kenya: cost-effectiveness analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Foreign, Commonwealth and Development Office; Grand Challenges Canada; Korea International Cooperation Agency; Department for International Development, UK Government; Wellcome Trust; National Institute for Health and Care Research; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Caesarean section; Ketamine; Section (typography); Anesthesia; Emergency medicine; Obstetrics; Pregnancy","score_opus":0.10454740594578996,"score_gpt":0.45009185448123856,"score_spread":0.34554444853544863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302010967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97192526,0.00007247361,0.0004401266,0.0011504974,0.001005696,0.018372187,0.0001701929,0.000025641306,0.006837954],"genre_scores_gemma":[0.9868241,0.000011639404,0.00010855406,0.00043183274,0.00009109944,0.00966423,0.0005590074,0.00002022546,0.0022892954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824554,0.00021866578,0.00048962934,0.00038189362,0.00027685042,0.0003874386],"domain_scores_gemma":[0.9990613,0.00007739359,0.00015308308,0.00041974348,0.0000965493,0.00019194381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023742258,0.00014140166,0.0006298412,0.0003162716,0.00021114669,0.000016674085,0.0001860827,0.000054500044,0.00066824],"category_scores_gemma":[0.00012815154,0.00013986586,0.00021886836,0.0012740617,0.000013446679,0.00007836948,0.00019633482,0.00016063334,0.000009194618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005965713,0.000613566,0.9690933,0.00043790584,0.00029139727,0.0001907156,0.00024946535,0.0003933333,0.00010427823,0.00011190851,0.009861082,0.012687308],"study_design_scores_gemma":[0.0034001854,0.0011058808,0.9412914,0.000050103736,0.0003453449,0.000059095484,0.00042012846,0.002757977,0.000062981766,0.000081680504,0.05020049,0.00022475923],"about_ca_topic_score_codex":0.003138352,"about_ca_topic_score_gemma":0.0020584825,"teacher_disagreement_score":0.040339407,"about_ca_system_score_codex":0.00036125674,"about_ca_system_score_gemma":0.00030806227,"threshold_uncertainty_score":0.7316759},"labels":[],"label_agreement":null},{"id":"W4302127653","doi":"","title":"Global health education produces healers","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"Traditional medicine; Alternative medicine; Medicine; Family medicine; Pathology","score_opus":0.2274519451380471,"score_gpt":0.6115079466401322,"score_spread":0.3840560015020851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302127653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153854,0.049656633,0.00013988597,0.018837491,0.0026501287,0.0012113476,0.00008277965,0.00007410559,0.011962181],"genre_scores_gemma":[0.9694811,0.021999268,0.0002538591,0.0064875646,0.00060421816,0.00004808133,0.00001751348,0.000030584677,0.0010778147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965964,0.0002711926,0.0010819744,0.00051181996,0.0007974296,0.00074116315],"domain_scores_gemma":[0.9967554,0.00017106844,0.00084864884,0.00057584787,0.000499918,0.0011491168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019669645,0.00028041398,0.0009279392,0.000439275,0.00023603361,0.00022469809,0.0008613393,0.00010579697,0.0037995873],"category_scores_gemma":[0.0007068138,0.00019265407,0.00018862692,0.0010557089,0.0001315872,0.001220208,0.0002508834,0.00019082299,0.000060551418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003331978,0.00034524692,0.48775214,0.0002141357,0.00004551767,0.000008433545,0.000027380982,9.091806e-7,0.0012439545,0.00014372997,0.30093336,0.208952],"study_design_scores_gemma":[0.0006525928,0.000037578175,0.8976349,0.0015718027,0.000033029322,0.00008398889,0.00006857382,0.0000016915676,0.0008863879,0.0033549448,0.095466,0.00020849633],"about_ca_topic_score_codex":0.002675603,"about_ca_topic_score_gemma":0.00011982259,"teacher_disagreement_score":0.40988275,"about_ca_system_score_codex":0.0006915018,"about_ca_system_score_gemma":0.0037799776,"threshold_uncertainty_score":0.9971111},"labels":[],"label_agreement":null},{"id":"W4302132502","doi":"","title":"“I really wanted to be able to contribute something”: understanding student motivations to create meaningful global health experiences","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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":"Public relations; Psychology; Sociology; Political science","score_opus":0.38591890222157993,"score_gpt":0.6136971002497221,"score_spread":0.2277781980281422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302132502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96420145,0.0047358465,0.0094343275,0.011967762,0.0015915964,0.0020846166,0.00014115294,0.000091842376,0.0057514226],"genre_scores_gemma":[0.9763489,0.001058018,0.0012237838,0.020604884,0.00030619078,0.00013761032,0.000020816056,0.000037677917,0.00026211748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994723,0.00034776915,0.0013951267,0.0005423194,0.0014791356,0.00151265],"domain_scores_gemma":[0.9944751,0.00041721712,0.0005728443,0.00052675226,0.00054642814,0.0034616417],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044458606,0.00039094937,0.0013413705,0.0008597243,0.0007072755,0.0006251946,0.0011592506,0.00011618477,0.0020335694],"category_scores_gemma":[0.0018091718,0.00034362628,0.00018128319,0.0026697612,0.000061851744,0.0013579844,0.0007531132,0.00034741586,0.00004065225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011684214,0.000739749,0.76319736,0.00017083251,0.00026500312,0.000049872044,0.013668086,0.00018215194,0.0030157915,0.0017223796,0.21331196,0.0025084286],"study_design_scores_gemma":[0.0013103273,0.00021117886,0.9385356,0.0019397845,0.000099477766,0.00006056896,0.017621065,0.000015824635,0.0021615461,0.0009424352,0.03649087,0.0006113424],"about_ca_topic_score_codex":0.003413834,"about_ca_topic_score_gemma":0.00031669412,"teacher_disagreement_score":0.17682108,"about_ca_system_score_codex":0.0020168473,"about_ca_system_score_gemma":0.0008385167,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W4306393536","doi":"10.1016/j.bjps.2022.10.015","title":"How can visits from international plastic surgery teams cater for the demands and needs of partners in low and middle income settings?","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Trillium Health Centre","funders":"","keywords":"Scopus; Medicine; High income countries; Low and middle income countries; Health care; MEDLINE; Low income; Medical education; Family medicine; Developing country; Economic growth; Political science; Socioeconomics; Sociology","score_opus":0.016502174531690183,"score_gpt":0.2521315857257749,"score_spread":0.2356294111940847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306393536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935312,0.0009559284,0.00015421349,0.0019190805,0.0031063135,0.00018731889,0.00012403044,0.0000054592037,0.00001645285],"genre_scores_gemma":[0.99925697,0.00022732602,0.00011200357,0.00017484516,0.00014519609,0.00002445099,0.000015066867,0.000020773185,0.000023353672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978638,0.00017535735,0.0009585309,0.00018575866,0.00044386584,0.00037263465],"domain_scores_gemma":[0.98406094,0.01447788,0.0008493169,0.00012336152,0.00023841133,0.00025006456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015838211,0.00020649146,0.0008654427,0.0007678133,0.00013303707,0.000040244857,0.00009497217,0.00007520253,0.000041393454],"category_scores_gemma":[0.0022721563,0.0001518547,0.00026235406,0.00030288973,0.00024667004,0.00013390431,0.000065852786,0.00040799548,2.1173373e-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":[0.001882411,0.0000944926,0.9790589,0.00018826535,0.00016925021,0.00011778539,0.0006294137,0.00010249666,0.00003155389,0.000035998706,0.0008553042,0.016834108],"study_design_scores_gemma":[0.0033869692,0.0005115761,0.9594651,0.003080607,0.00039783027,0.010512999,0.015697261,0.0028507917,0.00015933723,0.0007563056,0.002733449,0.00044778181],"about_ca_topic_score_codex":0.00006455183,"about_ca_topic_score_gemma":0.000016642332,"teacher_disagreement_score":0.01959383,"about_ca_system_score_codex":0.00017837025,"about_ca_system_score_gemma":0.0006421622,"threshold_uncertainty_score":0.6192455},"labels":[],"label_agreement":null},{"id":"W4306751999","doi":"10.15173/ijsap.v6i2.5137","title":"“The light made us uncomfortable at the beginning, but we don’t want it to turn off again”: On decolonization and global health teaching","year":2022,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Global Health and Surgery","field":"Medicine","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":"Decolonization; Sociology; Political science; Law","score_opus":0.023287772795860664,"score_gpt":0.4857036077432503,"score_spread":0.46241583494738964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306751999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7909491,0.00077598856,0.00009576508,0.20267914,0.0034519613,0.0005996711,0.000051725205,0.000016515809,0.001380104],"genre_scores_gemma":[0.95521677,0.00056804635,0.00006469567,0.03395684,0.00046186458,0.000085521584,0.00004209036,0.0000185213,0.00958565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972081,0.00015217683,0.00049211323,0.00022427416,0.0014345322,0.00048878003],"domain_scores_gemma":[0.99881923,0.00018455881,0.00029223828,0.00014151957,0.00016329071,0.00039916925],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018328318,0.00015248096,0.00020444317,0.0000843954,0.0020562888,0.00020726744,0.00040684137,0.000030340889,0.000063258725],"category_scores_gemma":[0.00032959785,0.00009693721,0.00011212137,0.00010609107,0.000032175216,0.00007091599,0.00027828492,0.00040111897,0.000013040908],"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":[0.0033170122,0.0003882381,0.35850516,0.000021649903,0.0005121076,0.00017897272,0.0018479667,0.002430276,0.000022646325,0.0050259973,0.59585696,0.031893026],"study_design_scores_gemma":[0.0017516029,0.0007724103,0.030857207,0.000102381106,0.00002619633,0.0008329243,0.0017214386,0.00026775003,0.000010001486,0.0004323391,0.9631255,0.00010020271],"about_ca_topic_score_codex":0.00019919874,"about_ca_topic_score_gemma":0.0002582411,"teacher_disagreement_score":0.3672686,"about_ca_system_score_codex":0.0020154105,"about_ca_system_score_gemma":0.00040982722,"threshold_uncertainty_score":0.9992429},"labels":[],"label_agreement":null},{"id":"W4307711315","doi":"10.1186/s12961-022-00905-3","title":"What the policy and stewardship landscape of a national health research system looks like in a developing country like Iran: a qualitative study","year":2022,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; Canadian Institutes of Health Research","funders":"","keywords":"Stewardship (theology); Scope (computer science); Health services research; Health administration; Public relations; Health policy; Qualitative research; Health care; Medicine; Political science; Medical education; Business; Knowledge management; Public health; Nursing; Sociology; Social science","score_opus":0.6564368557691846,"score_gpt":0.6298083061130365,"score_spread":0.026628549656148137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307711315","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":[0.0008591767,0.9767779,0.0000011638342,0.008049273,0.0004456697,0.012399236,0.00039175755,0.00003827055,0.0010375526],"genre_scores_gemma":[0.012050696,0.9816303,0.000008144484,0.0014125999,0.0011446225,0.002696872,0.00015258414,0.000082586805,0.0008215958],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9451072,0.04117022,0.003330282,0.001151444,0.006076154,0.0031647051],"domain_scores_gemma":[0.97645223,0.018709464,0.0009594092,0.0008711712,0.0013277107,0.001680043],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.12216672,0.00053431286,0.0039510834,0.0048361095,0.0017026277,0.00031840935,0.00047035783,0.00037550714,0.000005766865],"category_scores_gemma":[0.005682026,0.00036924466,0.00016838398,0.006159257,0.00053841656,0.0001799089,0.00059716037,0.003577197,0.000010406377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006384426,0.0006108875,0.00035846504,0.6529169,0.00036781857,0.00016633712,0.16199546,9.657606e-7,1.8946222e-8,0.05586519,0.018922012,0.10815749],"study_design_scores_gemma":[0.0010680429,0.0014862329,0.00018635365,0.04795329,0.000009612275,0.00046673723,0.24656564,0.00003995438,2.2444637e-9,0.00006565863,0.7019762,0.00018229822],"about_ca_topic_score_codex":0.07893181,"about_ca_topic_score_gemma":0.0031323566,"teacher_disagreement_score":0.68305415,"about_ca_system_score_codex":0.007188011,"about_ca_system_score_gemma":0.07407217,"threshold_uncertainty_score":0.99987596},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4308219661","doi":"10.1016/j.jocn.2022.10.028","title":"Neurosurgical research in Southeast Asia: A bibliometric analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Global Health and Surgery","field":"Medicine","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":"St. Michael's Hospital","funders":"","keywords":"Per capita; Bibliometrics; Productivity; Medicine; Index (typography); Gross domestic product; Population; Science Citation Index; Demography; Citation; Geography; Library science; Economic growth; Economics; Environmental health","score_opus":0.33771504931508356,"score_gpt":0.5517383100411154,"score_spread":0.21402326072603184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308219661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98977447,0.00022467341,0.000053295353,0.006462356,0.0013424709,0.00012094636,0.0000069978623,0.0000067177893,0.0020080507],"genre_scores_gemma":[0.9977645,0.00031598148,0.00007636826,0.0014830192,0.00019885656,0.0000030301546,3.6226504e-7,0.0000065957684,0.00015124462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927803,0.0016204886,0.0019139427,0.0003588511,0.0027010834,0.0006252978],"domain_scores_gemma":[0.9953416,0.0026425566,0.000437882,0.00031454136,0.0003668782,0.00089656137],"candidate_categories":["metaresearch","bibliometrics","research_integrity"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.023598539,0.000086501605,0.0008160151,0.05479871,0.00021350746,0.000039211573,0.00044691196,0.000058113383,0.00014141905],"category_scores_gemma":[0.011136081,0.00006633376,0.0005781703,0.24858531,0.00031500793,0.00012348675,0.0002421461,0.00255898,0.0000076026768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010935181,0.0013243268,0.9795602,0.000014934476,0.000010324868,0.004513617,0.000010375511,0.00041797894,0.00011212123,0.00014551598,0.002014657,0.010782453],"study_design_scores_gemma":[0.0010141957,0.0020014513,0.9679718,0.000012710101,0.000047805686,0.000799142,0.0001743753,0.0022381588,0.0000025705215,0.000097018776,0.025591418,0.000049328784],"about_ca_topic_score_codex":0.0000151929735,"about_ca_topic_score_gemma":0.0000018764866,"teacher_disagreement_score":0.1937866,"about_ca_system_score_codex":0.00004965253,"about_ca_system_score_gemma":0.00092652394,"threshold_uncertainty_score":0.99974215},"labels":[],"label_agreement":null},{"id":"W4308303474","doi":"10.1097/01.pcc.0000900376.26935.ec","title":"PP116 [Global health » Resource limited settings]: PEDIATRIC DISCHARGES IN UGANDA: FACILITY PROCEDURES AND PRACTICES","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Global Health and Surgery","field":"Medicine","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; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; Health facility; Medical emergency; Global health; Intensive care medicine; Environmental health; Nursing; Health services; Public health; Population","score_opus":0.025320395580609195,"score_gpt":0.3807583676251575,"score_spread":0.3554379720445483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308303474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81970656,0.08164437,0.000020310616,0.095739484,0.0005240883,0.00086144556,0.00039767352,0.00015887065,0.00094716955],"genre_scores_gemma":[0.98666316,0.002156243,0.000126596,0.00886264,0.00170325,0.00012140664,0.00030735717,0.000019712528,0.000039639595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99526286,0.0004838458,0.0010018934,0.0008485732,0.0012544049,0.001148405],"domain_scores_gemma":[0.9964682,0.001427307,0.0003125573,0.00036198745,0.00024781298,0.0011821556],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020044523,0.00034510417,0.0009129297,0.00037640962,0.00048102016,0.00002033263,0.00015448961,0.00012550261,0.0002815084],"category_scores_gemma":[0.015905678,0.00029130795,0.00008653004,0.0017263686,0.0001958586,0.0001189975,0.0002377402,0.0010069291,0.000009087764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006142456,0.00028722637,0.95462066,0.005846862,0.0000061276214,0.00028698723,0.0016511094,0.000002098388,0.0000013451042,0.00027241049,0.032419186,0.003991771],"study_design_scores_gemma":[0.0049868296,0.0036819614,0.9082379,0.000111355635,0.0005368925,0.00089972425,0.031003384,0.000074286116,9.420413e-7,0.0004583223,0.049444973,0.00056348304],"about_ca_topic_score_codex":0.00079955935,"about_ca_topic_score_gemma":0.000120611505,"teacher_disagreement_score":0.16695657,"about_ca_system_score_codex":0.0005982609,"about_ca_system_score_gemma":0.0014312922,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W4309134938","doi":"10.1371/journal.pgph.0000306","title":"Decolonising global health evaluation: Synthesis from a scoping review","year":2022,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Impact; McGill University Health Centre; Canadian Institutes of Health Research","funders":"","keywords":"Decolonization; Global health; Mainstream; Context (archaeology); Variety (cybernetics); Political science; Inclusion (mineral); Psychological intervention; Public relations; Grey literature; Sociology; Medicine; Social science; MEDLINE; Health care; Nursing; Computer science; Geography; Politics; Law","score_opus":0.29545635597216313,"score_gpt":0.5007542228014463,"score_spread":0.2052978668292832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309134938","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":[0.00000345524,0.943317,0.000033503955,0.0344072,0.0015130085,0.013007292,0.002780494,0.0004066664,0.004531406],"genre_scores_gemma":[0.0000072165744,0.94133264,0.0007569813,0.051467,0.0007338512,0.0022864293,0.0033178811,0.000086464956,0.000011560852],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9805876,0.0060007744,0.0045298543,0.0019547958,0.0036529934,0.0032739628],"domain_scores_gemma":[0.98881143,0.0012773115,0.0029440897,0.0018835675,0.00043113405,0.0046524904],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012142218,0.0011680252,0.008903009,0.00022091586,0.0010768629,0.00016322263,0.00072664244,0.00047610066,0.0053192647],"category_scores_gemma":[0.009037435,0.0010728335,0.0013918998,0.003605713,0.00011028267,0.00024967347,0.0004355733,0.0011515246,0.00043370857],"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":true,"study_design_scores_codex":[0.00000938949,0.00035655507,0.00007412709,0.24889162,0.00025356174,0.000035660065,0.000009727122,7.073769e-8,1.384578e-10,0.00013627615,0.033144154,0.7170889],"study_design_scores_gemma":[0.00029284315,0.0001967935,0.00006354747,0.35739172,0.0007611288,0.000288767,0.000020314119,0.000016220838,9.352672e-10,0.000061763785,0.64052755,0.00037935138],"about_ca_topic_score_codex":0.0028003561,"about_ca_topic_score_gemma":0.00073286897,"teacher_disagreement_score":0.7167095,"about_ca_system_score_codex":0.028224159,"about_ca_system_score_gemma":0.13225904,"threshold_uncertainty_score":0.99930984},"labels":[],"label_agreement":null},{"id":"W4309735811","doi":"10.36834/cmej.75275","title":"Global health competencies in postgraduate medical education: a scoping review and mapping to the CanMEDS physician competency framework","year":2022,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; Queen's University","funders":"Queen's University","keywords":"Inclusion (mineral); Medical education; Global health; MEDLINE; Medicine; Psychology; Nursing; Political science; Public health","score_opus":0.04525122825633533,"score_gpt":0.41303014746466915,"score_spread":0.36777891920833383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309735811","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":[0.0000050312797,0.73457736,0.000012968868,0.25979427,0.0031103145,0.0016578316,0.000027990502,0.000011471805,0.0008027957],"genre_scores_gemma":[0.0000051451007,0.6477633,0.0003284503,0.350208,0.0012988052,0.00022205057,0.00010614052,0.000022953865,0.000045110195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99360603,0.0010874051,0.0018834501,0.0005025306,0.0017724035,0.0011481711],"domain_scores_gemma":[0.9781962,0.00038554624,0.00056778896,0.00050902565,0.00026019942,0.020081257],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004236911,0.00044187723,0.0023063563,0.0005718989,0.00072127325,0.00008032254,0.00063883665,0.00035447165,0.008168103],"category_scores_gemma":[0.02368018,0.00032970795,0.00030470453,0.0022363195,0.00017511401,0.00006795844,0.0000936844,0.0029365052,0.000045274814],"study_design_candidate":"design_other","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":[0.0000017526545,0.00009163039,0.00009996034,0.027818916,0.000029073339,0.00006898628,0.00017762424,3.0300257e-8,5.920086e-11,0.001135901,0.14233167,0.82824445],"study_design_scores_gemma":[0.000074951015,0.000049580514,0.0002134853,0.33379006,0.00010286347,0.004700802,0.0004497773,0.0000015937349,8.731602e-11,0.00015203682,0.6602992,0.00016568865],"about_ca_topic_score_codex":0.020642722,"about_ca_topic_score_gemma":0.07799327,"teacher_disagreement_score":0.82807875,"about_ca_system_score_codex":0.0040655336,"about_ca_system_score_gemma":0.58841175,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4310044601","doi":"10.25259/sni_940_2022","title":"The humanitarian aid of neurosurgical missions in Peru: A chronicle and future perspectives","year":2022,"lang":"en","type":"review","venue":"Surgical Neurology International","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Outreach; Medicine; Sustainability; Documentation; Medical education; Public relations; Economic growth; Political science; Business; Finance","score_opus":0.031349900378742364,"score_gpt":0.35646959243498544,"score_spread":0.3251196920562431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310044601","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":[0.0030539238,0.9808617,9.838e-8,0.008390762,0.0011952268,0.000375197,0.00005779659,0.000017909608,0.006047344],"genre_scores_gemma":[0.0016117138,0.9970262,0.0000035253502,0.00032862692,0.00061308127,0.00006198902,0.0000647062,0.000020272599,0.00026985485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978025,0.00045433288,0.0006257533,0.0004239864,0.00035594354,0.00033748712],"domain_scores_gemma":[0.9981014,0.0012826939,0.00018108763,0.00021795456,0.00004766614,0.00016917258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044450705,0.00021713703,0.0008790799,0.00019213813,0.0001509711,0.000011685698,0.00022944479,0.00023697372,0.0013176395],"category_scores_gemma":[0.0002160215,0.00013980929,0.00034003987,0.0002020619,0.00028267785,0.000025546085,0.00019479917,0.0013143619,0.000006744983],"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":[0.0019354587,0.0010213382,0.002066073,0.0019889786,0.00026552152,0.0068706325,0.0003209307,0.0000012990051,2.2353144e-7,0.0813743,0.0026560472,0.9014992],"study_design_scores_gemma":[0.0007037904,0.0002926617,0.0012901139,0.00013625604,0.000055304172,0.0027359144,0.000066687324,0.00001903748,1.0045341e-8,0.00008239336,0.99453264,0.00008519782],"about_ca_topic_score_codex":0.000025816153,"about_ca_topic_score_gemma":0.000016130845,"teacher_disagreement_score":0.9918766,"about_ca_system_score_codex":0.00007294169,"about_ca_system_score_gemma":0.00036620078,"threshold_uncertainty_score":0.9995953},"labels":[],"label_agreement":null},{"id":"W4310713124","doi":"10.1016/j.xjon.2022.11.015","title":"Ethiopia's first minimally invasive surgery program: A novel approach in global surgical education","year":2022,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"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; University Health Network; Trillium Health Centre; University of Toronto","funders":"University Health Network","keywords":"Invasive surgery; Medicine; Surgery; General surgery","score_opus":0.051540896535810655,"score_gpt":0.35846044260463017,"score_spread":0.3069195460688195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310713124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8871323,0.00051230605,0.0000026420248,0.007138688,0.0006810233,0.0030279837,0.00006424174,0.000073480864,0.10136735],"genre_scores_gemma":[0.98981947,0.00006220144,0.002470909,0.0036505663,0.0001801648,0.0020930984,0.0005282763,0.000021358494,0.0011739758],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977729,0.00014023604,0.0005343253,0.0004827615,0.00047949378,0.0005903034],"domain_scores_gemma":[0.99874204,0.00029327066,0.00013567488,0.0003553123,0.00009892982,0.00037478487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013180919,0.00017950841,0.00055333617,0.0001267231,0.00020911274,0.000068194895,0.00031262406,0.000110596826,0.00023930393],"category_scores_gemma":[0.0002996445,0.00017395362,0.00013737005,0.0009867684,0.000050875275,0.00014240878,0.00047506523,0.00044286367,0.000031189073],"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":[0.0031403624,0.010930801,0.74320114,0.00077870867,0.000055527948,0.00038361372,0.0005196493,0.000032477517,0.000011663474,0.0039866753,0.17727362,0.059685778],"study_design_scores_gemma":[0.002695598,0.00041315446,0.40286422,0.00020012408,0.000034956665,0.0011248656,0.0021808292,0.00019585552,0.0000068816844,0.00021057579,0.5897043,0.00036869204],"about_ca_topic_score_codex":0.0034889225,"about_ca_topic_score_gemma":0.0005598443,"teacher_disagreement_score":0.41243064,"about_ca_system_score_codex":0.00062275684,"about_ca_system_score_gemma":0.0045781233,"threshold_uncertainty_score":0.81213945},"labels":[],"label_agreement":null},{"id":"W4310727498","doi":"10.1097/01.cot.0000904880.90383.32","title":"Exploring Strategies for Earlier Colon Cancer Detection in Sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"Oncology Times","topic":"Global Health and Surgery","field":"Medicine","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":"Colorectal cancer; Cancer; Medicine; Geography; Internal medicine","score_opus":0.09491858934143321,"score_gpt":0.3461481121708903,"score_spread":0.2512295228294571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310727498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97891754,0.002612977,0.00003121465,0.0019067707,0.0010827364,0.00059428695,0.000031127678,0.00005649573,0.014766847],"genre_scores_gemma":[0.9950729,0.00051309867,0.00009256871,0.00054080633,0.00013354918,0.0021287482,0.000010882101,0.000010181651,0.0014972755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915546,0.000072131006,0.00017849107,0.00016253698,0.000096830074,0.00033452286],"domain_scores_gemma":[0.99961334,0.00014946578,0.000048343027,0.00007680088,0.00003267968,0.00007938641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034770838,0.00007110913,0.00023333344,0.00012209686,0.00014240191,0.0000038489097,0.000035987523,0.000053108324,0.0003043011],"category_scores_gemma":[0.000033306176,0.00007108966,0.00004786618,0.00018744286,0.000027769807,0.00007953794,0.000024355822,0.00019833093,0.00001284504],"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":[0.013451022,0.0014481397,0.013973329,0.0006520045,0.00016129768,0.0004962572,0.0058741733,0.001562375,0.032800198,0.0010857986,0.21388173,0.7146137],"study_design_scores_gemma":[0.0015020518,0.0013448143,0.011455554,0.000018981938,0.000028872017,0.000030192763,0.0013770736,0.0004977019,0.0011408246,0.00029208517,0.98221964,0.00009221008],"about_ca_topic_score_codex":0.00031651687,"about_ca_topic_score_gemma":0.000508595,"teacher_disagreement_score":0.7683379,"about_ca_system_score_codex":0.00049922185,"about_ca_system_score_gemma":0.0005794053,"threshold_uncertainty_score":0.33318835},"labels":[],"label_agreement":null},{"id":"W4311227853","doi":"10.1136/bmjgh-2022-010698","title":"Transforming global health education during the COVID-19 era: perspectives from a transnational collective of global health students and recent graduates","year":2022,"lang":"en","type":"letter","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Pandemic; Global health; Coronavirus disease 2019 (COVID-19); Political science; Diversity (politics); Public relations; Economic growth; Sociology; Medicine; Public health; Nursing; Law","score_opus":0.03441262493673115,"score_gpt":0.4233295201400747,"score_spread":0.38891689520334355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311227853","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":[0.050657567,0.03363143,0.00019959504,0.8903471,0.0018459463,0.007539787,0.015051596,0.00014963368,0.00057734916],"genre_scores_gemma":[0.15042734,0.010569798,0.0006313573,0.832705,0.001876755,0.00051818724,0.003047296,0.000060628718,0.00016363723],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893292,0.0018793928,0.002328894,0.0015333788,0.002942831,0.0019862931],"domain_scores_gemma":[0.9949879,0.00036678676,0.0015735539,0.00069483224,0.0004596656,0.0019172856],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024681163,0.00087509863,0.0022546295,0.00015709859,0.0016613189,0.00008248587,0.0005398786,0.00046218585,0.00021561593],"category_scores_gemma":[0.00032155946,0.00077176257,0.00042910172,0.001962387,0.00036275538,0.0001514243,0.0001409566,0.0016969593,0.0000037758268],"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":true,"study_design_scores_codex":[0.0034037565,0.0014367723,0.0706802,0.005601609,0.00060598773,0.00010281148,0.0047747577,0.000024000408,2.0908419e-7,0.006095445,0.8885046,0.018769804],"study_design_scores_gemma":[0.006928201,0.0030645367,0.41380963,0.00096111855,0.00018629806,0.0020712083,0.011697484,0.000027318822,4.358082e-7,0.011478005,0.54889673,0.00087902014],"about_ca_topic_score_codex":0.034879405,"about_ca_topic_score_gemma":0.00652437,"teacher_disagreement_score":0.34312943,"about_ca_system_score_codex":0.049287196,"about_ca_system_score_gemma":0.09011278,"threshold_uncertainty_score":0.9996384},"labels":[],"label_agreement":null},{"id":"W4311424757","doi":"10.1016/j.atssr.2022.12.004","title":"Task Sharing in Global Cardiac Surgery: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Annals of Thoracic Surgery Short Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Task (project management); Cardiac surgery; Medicine; Cardiology; Engineering","score_opus":0.2242005641156574,"score_gpt":0.48995168599577704,"score_spread":0.2657511218801196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311424757","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":[0.0004930653,0.99007726,9.1554745e-7,0.00019864897,0.0026202109,0.0035232666,0.00014677143,0.00013480359,0.002805054],"genre_scores_gemma":[0.00021955448,0.9953016,0.000017584965,0.0012603645,0.0002900677,0.0008162327,0.0018510447,0.00012382383,0.000119701814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98688275,0.0010507554,0.006927276,0.0016962454,0.0017204769,0.0017224931],"domain_scores_gemma":[0.9912299,0.002681192,0.002582298,0.0023118786,0.00030082779,0.0008939163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01964506,0.0010393705,0.013942198,0.0010233639,0.00013387698,0.000032394346,0.0002429144,0.0005425204,0.0005992436],"category_scores_gemma":[0.0055472916,0.0009748387,0.0058032023,0.0036361297,0.000106790954,0.00021742335,0.00043687708,0.0009892503,0.000016270262],"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":[0.000030875657,0.00011819216,0.02057145,0.30088258,0.00021105961,0.007893159,0.000002869673,1.634112e-7,9.6255395e-9,5.6284574e-7,0.023467002,0.6468221],"study_design_scores_gemma":[0.0000012641319,0.000013894086,0.000095942814,0.43870243,0.0006134999,0.0022441016,0.00000431444,2.0984542e-7,0.0000020889863,0.00001278448,0.5578718,0.00043763046],"about_ca_topic_score_codex":0.00040520582,"about_ca_topic_score_gemma":0.000021582191,"teacher_disagreement_score":0.6463845,"about_ca_system_score_codex":0.00041176408,"about_ca_system_score_gemma":0.0070990277,"threshold_uncertainty_score":0.9992702},"labels":[],"label_agreement":null},{"id":"W4311528924","doi":"10.29392/001c.55762","title":"Resilience of the medical mission model: assessment of the perceived impact of the COVID-19 pandemic on short-term medical missions to Latin America and the Caribbean","year":2022,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Latin Americans; Pandemic; Psychological resilience; Resilience (materials science); Optimism; Coronavirus disease 2019 (COVID-19); Flexibility (engineering); Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Psychology; Medical education; Public relations; Political science; Family medicine; Medicine; Management; Social psychology","score_opus":0.04457270756145281,"score_gpt":0.44884376141357696,"score_spread":0.40427105385212414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311528924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9242328,0.0004440764,0.00010087382,0.07355899,0.00055966846,0.0007290197,0.0000450949,0.000005015502,0.00032448524],"genre_scores_gemma":[0.9876682,0.00029457716,0.00006846634,0.011861413,0.00006531342,0.0000048330608,0.0000012214612,0.00000811992,0.00002781925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99237776,0.0012164306,0.002004488,0.00022265087,0.003760759,0.0004179165],"domain_scores_gemma":[0.995032,0.00059909304,0.0018843526,0.0007023509,0.00023293566,0.0015492525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055500274,0.00017375828,0.00083311513,0.00004900308,0.0005013951,0.0000046102105,0.00047868912,0.000111265304,0.00011402115],"category_scores_gemma":[0.0051685697,0.0000650208,0.00051080185,0.0006178727,0.0005367282,0.000024750621,0.0003848767,0.0010435694,4.244637e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012017012,0.0003747029,0.9713794,0.00021048747,0.00005649645,0.0001566072,0.00073446083,0.004057109,0.00012765397,0.00010439208,0.017845279,0.0037517173],"study_design_scores_gemma":[0.0010397672,0.0009128788,0.98182523,0.0008665987,0.00007440132,0.0070532914,0.0005568643,0.0057980195,0.0000039437487,0.00034447818,0.0014607814,0.00006373465],"about_ca_topic_score_codex":0.0018952545,"about_ca_topic_score_gemma":0.000117370466,"teacher_disagreement_score":0.063435465,"about_ca_system_score_codex":0.0013754916,"about_ca_system_score_gemma":0.021013476,"threshold_uncertainty_score":0.98453647},"labels":[],"label_agreement":null},{"id":"W4312050051","doi":"10.1186/s12939-022-01773-7","title":"Challenges of design, implementation, acceptability, and potential for, biomedical technologies in the Peruvian Amazon","year":2022,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Global Health and Surgery","field":"Medicine","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 Guelph","funders":"National Cancer Institute; Biotechnology and Biological Sciences Research Council; National Institute for Health and Care Research; Engineering and Physical Sciences Research Council; Fogarty International Center; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute of Mental Health; Medical Research Council; Wellcome Trust","keywords":"Indigenous; Context (archaeology); Community engagement; Psychological intervention; Amazon rainforest; Inclusion (mineral); Qualitative research; Health informatics; Public relations; Medicine; Medical education; Public health; Sociology; Nursing; Political science; Social science; Geography","score_opus":0.13463040735002155,"score_gpt":0.49785621828213417,"score_spread":0.3632258109321126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312050051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6487879,0.004680081,0.007273922,0.33470953,0.001869458,0.0023476917,0.00023352086,0.000025198466,0.000072697505],"genre_scores_gemma":[0.9954264,0.0017926429,0.0015712586,0.0009292846,0.000097646014,0.00014468751,0.000030329213,0.000004963144,0.000002798161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982444,0.00015953244,0.0006404346,0.00013348427,0.0005299168,0.0002922454],"domain_scores_gemma":[0.9991516,0.00034938386,0.00021295813,0.00007686296,0.00013938139,0.00006983436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004993062,0.00006672899,0.00020671409,0.00032233697,0.00013440009,0.000014506857,0.00023491491,0.000037384198,0.000039851322],"category_scores_gemma":[0.00030839187,0.000051186664,0.000066314424,0.000112634494,0.00006332965,0.00005926123,0.00011776535,0.00027664064,9.775012e-8],"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":[0.002274183,0.00094625645,0.053528924,0.0007569288,0.00006072987,0.00005084723,0.0036012712,0.000090945534,0.00008534647,0.017727919,0.0045601497,0.9163165],"study_design_scores_gemma":[0.016147591,0.010511936,0.5544101,0.00034475847,0.000037198977,0.0035179777,0.16136728,0.0035392793,0.00013103269,0.17935918,0.07030658,0.00032710627],"about_ca_topic_score_codex":0.00019160638,"about_ca_topic_score_gemma":0.00019772309,"teacher_disagreement_score":0.9159894,"about_ca_system_score_codex":0.00042203467,"about_ca_system_score_gemma":0.00056902604,"threshold_uncertainty_score":0.20873316},"labels":[],"label_agreement":null},{"id":"W4312187825","doi":"10.3389/fmed.2022.1060179","title":"Addressing quality and safety in anatomic pathology in low- and middle-income countries","year":2022,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Health Network","funders":"","keywords":"Low and middle income countries; Quality assurance; Business; Quality (philosophy); Quality management; Patient safety; Work (physics); Health care; Medicine; Process management; Risk analysis (engineering); Operations management; Developing country; Marketing; Economic growth; Engineering","score_opus":0.038469696813484035,"score_gpt":0.3432827298322396,"score_spread":0.30481303301875556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312187825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714766,0.019130677,0.000063675165,0.007614445,0.00084289326,0.00035394207,0.00001638384,0.000015567273,0.0004858055],"genre_scores_gemma":[0.99302226,0.0020888634,0.00047704673,0.004221039,0.00006170134,0.000029095403,0.00002807502,0.000011052363,0.000060887265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790066,0.0003604436,0.00068625435,0.0003271101,0.00027793384,0.00044756793],"domain_scores_gemma":[0.999346,0.00018615283,0.00009927891,0.00017359026,0.000020472107,0.0001744605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030509904,0.0001383939,0.00082982355,0.00055590336,0.00007894007,0.0000029988676,0.00005695856,0.000092781906,0.00006281],"category_scores_gemma":[0.00047768356,0.00012577855,0.000015688596,0.00044040373,0.00033054245,0.00005100562,0.00008066127,0.00055016624,3.997619e-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":[0.0014309965,0.000043730284,0.9915395,0.00085068145,0.000005076931,0.0009442941,0.001659076,0.000005424966,0.000007822354,0.00016253289,0.0009279175,0.0024229498],"study_design_scores_gemma":[0.005768729,0.00017540091,0.9836319,0.001382761,0.000010618968,0.0001488002,0.0046262965,0.0006036165,0.000002571753,0.0010131239,0.0025228749,0.00011332678],"about_ca_topic_score_codex":0.00073047425,"about_ca_topic_score_gemma":0.00028411802,"teacher_disagreement_score":0.021545628,"about_ca_system_score_codex":0.0003678457,"about_ca_system_score_gemma":0.00015353864,"threshold_uncertainty_score":0.51291007},"labels":[],"label_agreement":null},{"id":"W4313048220","doi":"10.1051/pmed/2022026","title":"La pandémie Covid-19 : une opportunité pour développer la formation en santé mondiale","year":2022,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Global Health and Surgery","field":"Medicine","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 Laval","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Art; Medicine; Virology","score_opus":0.08224116450246015,"score_gpt":0.3902020163021072,"score_spread":0.30796085179964705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313048220","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":[0.29896367,0.07861233,0.007664222,0.43013072,0.007886449,0.0023829932,0.0018119598,0.0008198809,0.17172779],"genre_scores_gemma":[0.8465742,0.012875457,0.00057428534,0.035459246,0.0015330843,0.00032533013,0.0007863704,0.00010010299,0.10177196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942711,0.0019606184,0.00090196077,0.00049783144,0.0010223512,0.0013461395],"domain_scores_gemma":[0.9946335,0.002355106,0.00025034806,0.00051692175,0.00008673571,0.002157405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041787922,0.00037338497,0.00065955427,0.0002855962,0.0006811247,0.00005012414,0.000326495,0.00039970715,0.011506537],"category_scores_gemma":[0.0022609106,0.00039068516,0.00027084857,0.00079334265,0.00030939118,0.00025294343,0.00037332805,0.0012730914,0.00070256076],"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":[0.00061547005,0.0011971246,0.014366369,0.0017807749,0.000089985784,0.0036874746,0.007589495,0.00019265522,0.00020594794,0.0034719598,0.6383201,0.3284827],"study_design_scores_gemma":[0.002516409,0.0002512061,0.0069007184,0.00013192353,0.00014631262,0.0011927367,0.014981552,0.0016296329,0.000047326685,0.0014175659,0.97040874,0.0003758723],"about_ca_topic_score_codex":0.0007306645,"about_ca_topic_score_gemma":0.00004198449,"teacher_disagreement_score":0.5476105,"about_ca_system_score_codex":0.0016412035,"about_ca_system_score_gemma":0.004883718,"threshold_uncertainty_score":0.9998545},"labels":[],"label_agreement":null},{"id":"W4313313110","doi":"10.1016/j.jss.2022.11.069","title":"Picture Cards Versus Physical Examination: A Proof-of-Concept Study to Improve the SOSAS Survey Tool","year":2022,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Fogarty International Center","keywords":"Medicine; Physical examination; Hydrocele; Inguinal hernia; Hernia; Pediatrics; Physical therapy; General surgery; Surgery; Family medicine","score_opus":0.12197312796568176,"score_gpt":0.45575020212031153,"score_spread":0.33377707415462976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313313110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942199,0.00029793425,0.000008014314,0.003067333,0.00056148163,0.0008849218,0.000030702056,0.000003968325,0.00092573493],"genre_scores_gemma":[0.99867177,0.000007910676,0.000010212024,0.000063038344,0.0006668871,0.000033612225,0.00000404646,0.0000118767975,0.0005306568],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.993271,0.0023246743,0.0005513355,0.0001930183,0.003129298,0.0005306541],"domain_scores_gemma":[0.99421805,0.0034856943,0.00014229999,0.0003039607,0.001430879,0.00041908995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014209955,0.000107571424,0.0005049524,0.00022207924,0.0002860732,0.000024650451,0.0003236477,0.00003821872,0.00025054382],"category_scores_gemma":[0.002503889,0.0000632417,0.0001991364,0.0011587768,0.00012360331,0.000058605372,0.00028341677,0.0016233157,0.0000044542044],"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":[0.11221199,0.024556441,0.09925482,0.00043094886,0.0012356858,0.011700301,0.027919086,0.0009789587,0.0006562628,0.0010178547,0.10285918,0.6171785],"study_design_scores_gemma":[0.02192318,0.06985696,0.7677116,0.0001372854,0.0001613932,0.000730756,0.03002274,0.000578648,0.0019027174,0.0002962438,0.10627396,0.00040451877],"about_ca_topic_score_codex":0.000114281494,"about_ca_topic_score_gemma":0.000012494304,"teacher_disagreement_score":0.6684568,"about_ca_system_score_codex":0.00032627705,"about_ca_system_score_gemma":0.001147659,"threshold_uncertainty_score":0.7052589},"labels":[],"label_agreement":null},{"id":"W4313472263","doi":"10.3390/pharmacy11010007","title":"Characteristics of Successful International Pharmacy Partnerships","year":2023,"lang":"en","type":"article","venue":"Pharmacy","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"General partnership; Pharmacy; Public relations; Key (lock); Business; Value (mathematics); Knowledge management; Political science; Computer science","score_opus":0.1201387631863589,"score_gpt":0.4183872033306378,"score_spread":0.29824844014427887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313472263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98151726,0.000088347726,0.000012287116,0.008053111,0.0014912743,0.0001650853,0.00006815393,0.00014361694,0.008460867],"genre_scores_gemma":[0.9952128,0.0010475764,0.00003185941,0.001801424,0.0005197049,0.000014600182,0.00020565934,0.000014280691,0.0011521274],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988636,0.000030032883,0.00033942386,0.00014861634,0.00030575774,0.00031256993],"domain_scores_gemma":[0.9992841,0.00010131408,0.000098017794,0.0001204721,0.00014036072,0.00025576353],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003280038,0.000094984556,0.0002214984,0.00015096129,0.000033274788,0.00000776572,0.00010606531,0.000015268795,0.0011147102],"category_scores_gemma":[0.0001608213,0.00008826051,0.00008782921,0.0003092925,0.000040175604,0.000085589425,0.00004571538,0.0001454919,0.0005001447],"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":[0.0006595759,0.00015659798,0.90340483,0.00030219133,0.00007082156,0.00020672752,0.000121337805,5.999043e-7,0.0038756933,0.00036497499,0.05217752,0.038659126],"study_design_scores_gemma":[0.0026676736,0.000022239989,0.15570886,0.000075750584,0.000063424755,0.000044870856,0.000042329855,0.0028400735,0.010757575,0.00007337933,0.8275817,0.00012211186],"about_ca_topic_score_codex":0.00005810933,"about_ca_topic_score_gemma":9.057786e-7,"teacher_disagreement_score":0.77540416,"about_ca_system_score_codex":0.000032671524,"about_ca_system_score_gemma":0.0001481868,"threshold_uncertainty_score":0.9997984},"labels":[],"label_agreement":null},{"id":"W4313493913","doi":"10.1302/3114-222019","title":"International Voices Roundtable: Challenges, Commonalities and Relevance to Global Orthopaedics: COA - Reflection on What We Are Doing in Canada","year":2023,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Global Health and Surgery","field":"Medicine","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":"Relevance (law); Reflection (computer programming); Library science; Sociology; Political science; Computer science; Law","score_opus":0.04770194431076385,"score_gpt":0.32728797991637754,"score_spread":0.2795860356056137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313493913","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":[0.008597563,0.015570012,7.970657e-7,0.019940726,0.009846321,0.00051819877,0.9450588,0.00005839565,0.0004091788],"genre_scores_gemma":[0.00118412,0.22806433,0.000047335343,0.004193355,0.0012121977,0.00011684342,0.76451117,0.00003318669,0.00063746155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997227,0.00009109277,0.0005544774,0.0005813346,0.00093815284,0.00060790614],"domain_scores_gemma":[0.9981262,0.0006278506,0.00023531528,0.00037075355,0.00012944847,0.00051040633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045644495,0.00033546923,0.00066843245,0.0002641586,0.00007983827,0.00010908368,0.00016904647,0.0002485924,0.000029159923],"category_scores_gemma":[0.000668215,0.0003290428,0.000050809744,0.00046480072,0.000033938446,0.0003089651,0.000121053294,0.00061440567,0.00007486248],"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":[0.0003373399,0.000040780014,0.0070318906,0.0009825965,0.00004312401,0.0009361776,0.00003989026,0.00000785038,7.65661e-8,0.000026645384,0.96450746,0.02604614],"study_design_scores_gemma":[0.00046797263,0.000102302394,0.024369221,0.00420006,0.00002648285,0.00007882995,0.0016942758,0.0000061520736,1.9552672e-7,0.000034467343,0.9687797,0.00024037229],"about_ca_topic_score_codex":0.64961797,"about_ca_topic_score_gemma":0.9934994,"teacher_disagreement_score":0.3438814,"about_ca_system_score_codex":0.0027631659,"about_ca_system_score_gemma":0.0017386,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W4315929323","doi":"10.1213/ane.0000000000006189","title":"The Anesthesia Workforce Crisis Revisited","year":2023,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"","keywords":"Medicine; Workforce; Anesthesia; Economic growth","score_opus":0.02519532592168606,"score_gpt":0.28873732117885215,"score_spread":0.2635419952571661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315929323","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":[0.0036419071,0.006065804,0.000008087272,0.98692656,0.00015746389,0.0010109576,0.00000405332,0.00068340567,0.0015017808],"genre_scores_gemma":[0.0018190226,0.004667662,0.000085966916,0.9579965,0.005169054,0.00015960164,0.000788092,0.00031331435,0.02900081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937653,0.00045745922,0.0011746373,0.0010524034,0.0014426395,0.0021075779],"domain_scores_gemma":[0.99556875,0.0010207342,0.0004999954,0.0020139967,0.0003824364,0.0005141],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013630188,0.000890499,0.0015210087,0.000420309,0.0007283321,0.00020869238,0.00068129436,0.001628184,0.0001222584],"category_scores_gemma":[0.00017996017,0.00061444927,0.0009164248,0.0016064682,0.00023436606,0.00008857732,0.00003954241,0.0027926334,0.00290099],"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":[0.00016061947,0.000023176457,0.002094755,0.0004376255,0.00012171236,0.04197035,0.000037743866,5.3302637e-7,8.053219e-7,0.0002571997,0.95195985,0.0029356244],"study_design_scores_gemma":[0.000332252,0.0001817847,0.011470391,0.00066981994,0.00044892862,0.007644097,0.00009500366,0.00003426002,0.0000048766265,0.0003659957,0.9781826,0.00056999456],"about_ca_topic_score_codex":0.0002604202,"about_ca_topic_score_gemma":0.000007215833,"teacher_disagreement_score":0.03432625,"about_ca_system_score_codex":0.00024403784,"about_ca_system_score_gemma":0.0005862982,"threshold_uncertainty_score":0.9996679},"labels":[],"label_agreement":null},{"id":"W4317626542","doi":"10.1016/j.jpedsurg.2023.01.009","title":"Invited Commentary on Stoehr J et al: The Personal Impact of Involvement in International Global Health Outreach: A National Survey of Former Operation Smile Student Volunteers","year":2023,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Outreach; Medicine; Statement (logic); Global health; Medical education; Public relations; Nursing; Family medicine; Law; Political science; Public health","score_opus":0.0786871856407904,"score_gpt":0.4058727861596864,"score_spread":0.327185600518896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317626542","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":[0.4125626,0.00079953513,0.000011337697,0.5824909,0.002353758,0.00037889098,0.00137939,0.0000074172576,0.000016141035],"genre_scores_gemma":[0.2619623,0.0030013574,0.000021707438,0.7295358,0.0032684074,0.000012868837,0.0021450522,0.000036422196,0.00001604576],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9930465,0.00089034956,0.002395542,0.0002638943,0.0028886462,0.0005150471],"domain_scores_gemma":[0.99375063,0.0026668492,0.0020404493,0.00018458217,0.0011489739,0.00020849366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008858666,0.00034677936,0.0012660403,0.0012944508,0.00005319773,0.000023505745,0.00025952037,0.00024518633,0.00006378311],"category_scores_gemma":[0.0010293135,0.0002399713,0.00078609405,0.00091639755,0.00006461933,0.00015135828,0.00007425296,0.0014450062,0.0000040247887],"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":[0.0004948475,0.00036783548,0.44345096,0.00010965902,0.00027594971,0.00007806059,0.00022808643,0.00015884246,4.640354e-7,2.59847e-7,0.5545346,0.00030040127],"study_design_scores_gemma":[0.0015050953,0.00074634707,0.97077656,0.0003748684,0.000090294125,0.000051299914,0.00027995743,0.00025575823,5.623361e-7,0.000011168202,0.02573139,0.00017667908],"about_ca_topic_score_codex":0.009104563,"about_ca_topic_score_gemma":0.00065130927,"teacher_disagreement_score":0.5288032,"about_ca_system_score_codex":0.002943204,"about_ca_system_score_gemma":0.002922922,"threshold_uncertainty_score":0.9974939},"labels":[],"label_agreement":null},{"id":"W4317932459","doi":"10.1016/j.jpedsurg.2023.01.038","title":"Screening methods for congenital anomalies in low and lower-middle income countries: A systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal; McGill University Health Centre; Montreal Children's Hospital","funders":"Fogarty International Center","keywords":"Medicine; Low and middle income countries; Pediatrics; Developing country; Economic growth; Economics","score_opus":0.09823346868975863,"score_gpt":0.4129029065236571,"score_spread":0.31466943783389845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317932459","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":[0.000084331885,0.9952922,0.00022863758,0.0000915985,0.0017780424,0.0024218047,0.0000639343,0.000026544445,0.000012922341],"genre_scores_gemma":[0.0000047011317,0.99477667,0.0022467652,0.0003397117,0.0022201855,0.00016510006,0.000020937781,0.00008806655,0.00013786457],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9925823,0.00092339003,0.004939944,0.00031421118,0.0005446075,0.00069550925],"domain_scores_gemma":[0.9763797,0.018845396,0.0034547492,0.00032379574,0.0004656964,0.000530692],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.015622215,0.00052137324,0.009234019,0.0018113555,0.000070040536,0.00004601373,0.0001632185,0.00039452527,0.000018474724],"category_scores_gemma":[0.013228402,0.00036891917,0.0017814264,0.001487616,0.000049998747,0.0001670225,0.0000652528,0.00068736396,0.00001353145],"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":[0.00006503399,0.000038137947,0.0006568791,0.97998816,0.0003042378,0.0006298423,0.000012631736,4.8436185e-8,1.3505721e-9,0.0000035970602,0.0029259408,0.0153755],"study_design_scores_gemma":[0.00036092108,0.00013584562,0.000042276974,0.92127806,0.009646291,0.0014971565,0.000033452394,0.000006991156,1.3732907e-8,0.000014709181,0.06664361,0.00034065414],"about_ca_topic_score_codex":0.000009360262,"about_ca_topic_score_gemma":0.0000020780824,"teacher_disagreement_score":0.06371767,"about_ca_system_score_codex":0.00024565103,"about_ca_system_score_gemma":0.002342014,"threshold_uncertainty_score":0.99987626},"labels":[],"label_agreement":null},{"id":"W4317940852","doi":"10.12688/mep.19503.1","title":"A scoping and web-based review of current practices and lessons learnt in development and sustainability of global health emergency medicine fellowships","year":2023,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Global Health and Surgery","field":"Medicine","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 education; Medicine; Global health; Work (physics); Public health; Nursing; Engineering","score_opus":0.10898404349067907,"score_gpt":0.4667288023161848,"score_spread":0.3577447588255057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317940852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7782123,0.17728762,0.000011417234,0.042804834,0.00024414103,0.0010263111,0.000010310324,0.000029933004,0.00037310494],"genre_scores_gemma":[0.91287893,0.08627387,0.00010604588,0.00058448885,0.00003488592,0.000044794346,0.000042611773,0.0000079875645,0.000026395586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977063,0.00023528829,0.0009534472,0.00032270534,0.00039178703,0.000390492],"domain_scores_gemma":[0.9983497,0.00022032515,0.0005785534,0.00018391182,0.0003456069,0.00032185804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045687268,0.0001398484,0.00074025267,0.00015603076,0.000060173596,0.000005389468,0.00004981906,0.00005329418,0.00003175435],"category_scores_gemma":[0.0073345965,0.000113723545,0.0000257484,0.0010060823,0.00015506728,0.00013384796,0.000078203004,0.0001758126,3.1363032e-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":[0.000115136514,0.00015708437,0.74224126,0.17447574,0.000013563912,0.000009369555,0.0004413786,3.4986525e-7,0.000003679138,0.0006898472,0.009414192,0.072438374],"study_design_scores_gemma":[0.0021826874,0.00036703647,0.9062054,0.056803957,0.000050112194,0.00001608715,0.001922859,0.00013661833,0.000013265461,0.00038000057,0.03175593,0.00016600537],"about_ca_topic_score_codex":0.00059332815,"about_ca_topic_score_gemma":0.0009133858,"teacher_disagreement_score":0.16396415,"about_ca_system_score_codex":0.0001775389,"about_ca_system_score_gemma":0.0027103352,"threshold_uncertainty_score":0.8780727},"labels":[],"label_agreement":null},{"id":"W4318203565","doi":"10.1016/j.xjon.2023.01.009","title":"Building cardiac surgical programs in lower-middle income countries","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Global Health and Surgery","field":"Medicine","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; Perioperative; Health care; Certification; Family medicine; Surgery; Management","score_opus":0.05853186207889672,"score_gpt":0.3599903449160927,"score_spread":0.301458482837196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318203565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98201686,0.00028950218,5.9438486e-7,0.0026548214,0.0006780545,0.0010120223,0.00001135254,0.00012103616,0.013215783],"genre_scores_gemma":[0.9960899,0.00021806303,0.00027081638,0.00043603082,0.00020023054,0.00013744918,0.000044887387,0.00002023473,0.0025823936],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847925,0.000058913978,0.0003161408,0.00025611804,0.00028896218,0.0006006275],"domain_scores_gemma":[0.99923307,0.00013385188,0.000040683226,0.0002612368,0.000055353372,0.00027579797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011696877,0.00011648647,0.0004636703,0.00012031276,0.000070999624,0.00007414566,0.00017449597,0.00010638269,0.00007833037],"category_scores_gemma":[0.00010473199,0.000097997676,0.0000820308,0.00074448925,0.000048345057,0.00013220665,0.00024056996,0.00019012796,0.00051866734],"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":[0.0007668767,0.00013055996,0.9715193,0.000448426,0.00003053083,0.0021770832,0.00018872188,0.0000039101296,0.000011212539,0.005331169,0.008727582,0.01066464],"study_design_scores_gemma":[0.0015183588,0.0002096024,0.24806558,0.0007279552,0.000014414952,0.000033858105,0.00016225084,0.00008084202,0.000032275,0.00045313835,0.7485262,0.00017548507],"about_ca_topic_score_codex":0.0010328237,"about_ca_topic_score_gemma":0.00006319767,"teacher_disagreement_score":0.73979867,"about_ca_system_score_codex":0.00011712137,"about_ca_system_score_gemma":0.00024467433,"threshold_uncertainty_score":0.66665924},"labels":[],"label_agreement":null},{"id":"W4318539527","doi":"10.32920/21979703.v1","title":"Advancing women in science, medicine and global health","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Health science; New delhi; Center (category theory); Library science; Political science; Sociology; Media studies; Medicine; Gerontology; Medical education; Pathology","score_opus":0.03398801824038523,"score_gpt":0.40119223153951983,"score_spread":0.3672042132991346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318539527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108265,0.0026483126,0.00010318527,0.05886788,0.0021892872,0.0009757345,0.000023660103,0.00026774252,0.024097707],"genre_scores_gemma":[0.97926927,0.0029201943,0.0007956206,0.015402566,0.00031375405,0.00005770055,0.000030812826,0.000018315612,0.0011917884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967503,0.000039213668,0.0005922618,0.0006343221,0.00057610095,0.0014077872],"domain_scores_gemma":[0.99783814,0.000086346656,0.00012008034,0.00036516084,0.00009524917,0.0014949956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045244447,0.00020237117,0.0008622798,0.00043864158,0.000086948254,0.000013173797,0.00011444298,0.00013313848,0.0000697295],"category_scores_gemma":[0.0009951979,0.00015635903,0.000029629475,0.000977475,0.00034343396,0.000042626445,0.00045144575,0.0004453363,0.00002253325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004421894,0.00018223957,0.81540173,0.007227796,0.000034918285,0.00050572335,0.0035754873,0.00005307899,0.000021934386,0.006060953,0.07398126,0.0925127],"study_design_scores_gemma":[0.0019770006,0.0005551856,0.95192313,0.003698539,0.000010443722,0.00011654593,0.0036409404,0.0010540903,0.0000019563133,0.024439579,0.012286364,0.00029619856],"about_ca_topic_score_codex":0.005888022,"about_ca_topic_score_gemma":0.00086956675,"teacher_disagreement_score":0.13652144,"about_ca_system_score_codex":0.0024678118,"about_ca_system_score_gemma":0.0046737725,"threshold_uncertainty_score":0.89009666},"labels":[],"label_agreement":null},{"id":"W4318579189","doi":"10.32920/21979703","title":"Advancing women in science, medicine and global health","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Health science; New delhi; Center (category theory); Library science; Political science; Medicine; Sociology; Media studies; Gerontology; Family medicine; Medical education; Pathology","score_opus":0.03398801824038523,"score_gpt":0.40119223153951983,"score_spread":0.3672042132991346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318579189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108265,0.0026483126,0.00010318527,0.05886788,0.0021892872,0.0009757345,0.000023660103,0.00026774252,0.024097707],"genre_scores_gemma":[0.97926927,0.0029201943,0.0007956206,0.015402566,0.00031375405,0.00005770055,0.000030812826,0.000018315612,0.0011917884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967503,0.000039213668,0.0005922618,0.0006343221,0.00057610095,0.0014077872],"domain_scores_gemma":[0.99783814,0.000086346656,0.00012008034,0.00036516084,0.00009524917,0.0014949956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045244447,0.00020237117,0.0008622798,0.00043864158,0.000086948254,0.000013173797,0.00011444298,0.00013313848,0.0000697295],"category_scores_gemma":[0.0009951979,0.00015635903,0.000029629475,0.000977475,0.00034343396,0.000042626445,0.00045144575,0.0004453363,0.00002253325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004421894,0.00018223957,0.81540173,0.007227796,0.000034918285,0.00050572335,0.0035754873,0.00005307899,0.000021934386,0.006060953,0.07398126,0.0925127],"study_design_scores_gemma":[0.0019770006,0.0005551856,0.95192313,0.003698539,0.000010443722,0.00011654593,0.0036409404,0.0010540903,0.0000019563133,0.024439579,0.012286364,0.00029619856],"about_ca_topic_score_codex":0.005888022,"about_ca_topic_score_gemma":0.00086956675,"teacher_disagreement_score":0.13652144,"about_ca_system_score_codex":0.0024678118,"about_ca_system_score_gemma":0.0046737725,"threshold_uncertainty_score":0.89009666},"labels":[],"label_agreement":null},{"id":"W4318928675","doi":"10.7189/jogh.13.01001","title":"Declarations of conflicts of interest from the editors of the Journal of Global Health – 2023","year":2023,"lang":"en","type":"editorial","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"MEDLINE; Conflict of interest; Environmental health; Political science; Medicine; Law","score_opus":0.04494745609707486,"score_gpt":0.3986990711490264,"score_spread":0.3537516150519516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318928675","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":[0.047268324,0.012110099,0.000120857316,0.019757945,0.91353154,0.0006615303,0.0063708024,0.0000096661015,0.00016923147],"genre_scores_gemma":[0.1350064,0.01183275,0.00038965078,0.0016462258,0.8508843,0.0000021417763,0.00011031452,0.0000584134,0.00006977579],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887325,0.0012261014,0.0058293804,0.00024138646,0.0030989347,0.00087166886],"domain_scores_gemma":[0.97772187,0.0027096828,0.013612762,0.0007457936,0.00402903,0.0011808882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006809889,0.0004574934,0.0030722043,0.00014354607,0.00019715347,0.00001783603,0.0011280327,0.0007431573,0.000035119974],"category_scores_gemma":[0.0065158787,0.00027004466,0.0011124783,0.0013776602,0.00044563742,0.0001350026,0.00019149829,0.0021090405,0.0000053025406],"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":[0.0020173965,0.00039850894,0.009761253,0.0011044636,0.00045496723,0.000025431205,0.00023430199,0.00002627009,0.000005443005,0.00018239026,0.9840841,0.001705437],"study_design_scores_gemma":[0.0047012577,0.0065770587,0.10757845,0.01377954,0.0006227323,0.00032027764,0.0015503811,0.000015197629,0.000018954363,0.0012769125,0.8633175,0.00024175683],"about_ca_topic_score_codex":0.010993255,"about_ca_topic_score_gemma":0.004683169,"teacher_disagreement_score":0.120766655,"about_ca_system_score_codex":0.0030041644,"about_ca_system_score_gemma":0.040178206,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W4318931961","doi":"10.1097/prs.0000000000010060","title":"Prevalence of Global Surgery Opportunities in Plastic Surgery Residency Programs","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Accreditation; Medicine; Graduate medical education; Plastic surgery; Outreach; Medical education; Global health; Competence (human resources); Family medicine; Surgery; Nursing; Public health; Economic growth","score_opus":0.05825424297010115,"score_gpt":0.2800054662833829,"score_spread":0.22175122331328176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318931961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887525,0.0020395298,0.000041442974,0.00019843008,0.0069050584,0.0005316627,0.0004877228,0.00014376114,0.0008999225],"genre_scores_gemma":[0.99831015,0.0006830615,0.000109776294,0.00013206029,0.00017610413,0.0003008041,0.00013567375,0.00004745682,0.00010493425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935048,0.00076457317,0.0022146667,0.0008510056,0.0012205334,0.0014444086],"domain_scores_gemma":[0.96417266,0.0334151,0.00086686446,0.00054894516,0.00034092128,0.0006555221],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002960706,0.0005162197,0.0019369178,0.0009877789,0.00024237407,0.000024002773,0.00017259017,0.00018067328,0.0011921461],"category_scores_gemma":[0.011361556,0.0005470741,0.00073361717,0.0016809723,0.0006449965,0.0003047385,0.00019636693,0.0006462635,0.00002176931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017178067,0.00047803737,0.9585393,0.0023273975,0.00010144066,0.0013260163,0.00005947747,0.000022414059,0.000012461443,0.00041115147,0.0044042934,0.030600196],"study_design_scores_gemma":[0.0003627108,0.00013838432,0.9924906,0.0015808386,0.00013527063,0.0019478354,0.0013869858,0.0001184569,0.00003931905,0.00074330793,0.00052873074,0.0005275548],"about_ca_topic_score_codex":0.00045752872,"about_ca_topic_score_gemma":0.000072509785,"teacher_disagreement_score":0.033951297,"about_ca_system_score_codex":0.0008053946,"about_ca_system_score_gemma":0.006557827,"threshold_uncertainty_score":0.9997209},"labels":[],"label_agreement":null},{"id":"W4319058239","doi":"10.2106/jbjs.22.00801","title":"Opportunities for International Orthopaedic Volunteerism","year":2022,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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","score_opus":0.07485853377007948,"score_gpt":0.2872530831393932,"score_spread":0.2123945493693137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319058239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97369605,0.0031901016,0.0002113172,0.018323056,0.0037232907,0.00010477356,0.000036514743,0.000010941318,0.0007039797],"genre_scores_gemma":[0.98998505,0.0017435526,0.00029234268,0.0052367183,0.0008348723,0.000012291058,0.0000242817,0.000013373747,0.0018575224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984661,0.000041798292,0.0008521055,0.00007393714,0.0003720476,0.00019403505],"domain_scores_gemma":[0.9986707,0.00025708624,0.00046821276,0.00006172766,0.0003005752,0.00024172945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024464342,0.00007481,0.0005272827,0.00046092764,0.00011861758,0.000011084632,0.00001278659,0.0000270056,0.00026539477],"category_scores_gemma":[0.0005867723,0.00006424647,0.00039772308,0.00006727219,0.000030120918,0.00009232719,0.000035753317,0.00021179068,5.693274e-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":[0.0021722128,0.00030680772,0.07442047,0.00036545092,0.00018264631,0.0023663454,0.00018800718,0.0000062093677,0.00037355509,0.00032652682,0.8430129,0.07627884],"study_design_scores_gemma":[0.0009575965,0.0003590131,0.063774236,0.00017478973,0.000068770656,0.0057757245,0.0018047645,0.00012807788,0.00002870379,0.00037100544,0.926453,0.000104341394],"about_ca_topic_score_codex":0.000007951919,"about_ca_topic_score_gemma":5.1671856e-7,"teacher_disagreement_score":0.08344006,"about_ca_system_score_codex":0.00006059045,"about_ca_system_score_gemma":0.0004442384,"threshold_uncertainty_score":0.29058868},"labels":[],"label_agreement":null},{"id":"W4319298252","doi":"10.3390/healthcare11040457","title":"Leveraging Responsible, Explainable, and Local Artificial Intelligence Solutions for Clinical Public Health in the Global South","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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":"International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Public health; Health equity; Global health; Population health; Health care; Health promotion; Public relations; Social determinants of health; Population; Health policy; International health; Medicine; Political science; Environmental health; Nursing","score_opus":0.403403438970121,"score_gpt":0.4749112168340667,"score_spread":0.07150777786394569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319298252","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":[0.26993236,0.00849743,0.011176696,0.70647824,0.0011538295,0.0022638338,0.0001585884,0.00023117487,0.000107827786],"genre_scores_gemma":[0.97046906,0.001630813,0.00049248664,0.026852483,0.0002938286,0.00013021322,0.00008953078,0.0000136123845,0.000027982354],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961096,0.00070532615,0.0009609547,0.00045708066,0.00028692547,0.0014801245],"domain_scores_gemma":[0.9976069,0.0010130627,0.00012417109,0.000353974,0.00021884318,0.0006830875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009391048,0.0001521682,0.00047946908,0.00019951664,0.0005556722,0.000032769243,0.000111157824,0.00016166209,0.0000038876815],"category_scores_gemma":[0.002028474,0.00011792106,0.00010641171,0.0014193438,0.00019710383,0.00007195068,0.00007045473,0.00042310878,0.000032892454],"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":[0.0011187649,0.00020352371,0.13582331,0.002045199,0.000025241534,0.00016087024,0.0064925062,0.000022237651,1.6923357e-7,0.15344997,0.020475836,0.68018234],"study_design_scores_gemma":[0.0015996762,0.0026941628,0.5345676,0.001236904,0.000032388227,0.0005750255,0.19413072,0.019311134,0.0000017848964,0.12986887,0.11540511,0.00057661213],"about_ca_topic_score_codex":0.00047269624,"about_ca_topic_score_gemma":0.0010263145,"teacher_disagreement_score":0.70053667,"about_ca_system_score_codex":0.0004001231,"about_ca_system_score_gemma":0.0030960427,"threshold_uncertainty_score":0.5492247},"labels":[],"label_agreement":null},{"id":"W4319460340","doi":"10.1097/sap.0000000000003409","title":"Geographic Trends of International Medical Graduate Residents and Faculty in US Plastic Surgery Training Programs","year":2023,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Plastic surgery; Medical education; Training (meteorology); Graduate medical education; Residency training; General surgery; Family medicine; Surgery; Accreditation; Continuing education","score_opus":0.210765725247553,"score_gpt":0.39160965800228426,"score_spread":0.18084393275473126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319460340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966605,0.0002827406,0.000005987345,0.00069921045,0.0020178894,0.00007797452,0.00007716063,0.000069120215,0.00010943693],"genre_scores_gemma":[0.99738413,0.0017756327,0.0000072779526,0.00015784519,0.00013073017,0.000023687486,0.00045859208,0.00002261455,0.000039470695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962437,0.000120345205,0.0012403768,0.0003605253,0.0012996439,0.0007354001],"domain_scores_gemma":[0.9873172,0.011441499,0.00031826503,0.00016698494,0.00023758794,0.00051843707],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027206358,0.00022335887,0.0010007957,0.0020350036,0.000037642963,0.000011926416,0.00009731741,0.00019562224,0.00008828072],"category_scores_gemma":[0.014497606,0.00020174631,0.0003655858,0.0015712825,0.00026368484,0.00011092999,0.00006878757,0.00028116064,0.000010255321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053002976,0.00019609882,0.9557768,0.00035502634,0.00012583309,0.00051669066,0.0001348514,0.000009292734,0.000010382422,0.000022238584,0.008039141,0.034283604],"study_design_scores_gemma":[0.0004110377,0.00007066097,0.9959143,0.0018374093,0.000028339555,0.000045868837,0.00021005893,0.00072192744,0.000021955713,0.00006593867,0.00052918313,0.0001433167],"about_ca_topic_score_codex":0.00057293754,"about_ca_topic_score_gemma":0.000088050474,"teacher_disagreement_score":0.040137492,"about_ca_system_score_codex":0.00001343311,"about_ca_system_score_gemma":0.00047274094,"threshold_uncertainty_score":0.9938037},"labels":[],"label_agreement":null},{"id":"W4319958289","doi":"10.1136/bmjpo-2022-001603","title":"Providing paediatric surgery in low-resource countries","year":2023,"lang":"en","type":"editorial","venue":"BMJ Paediatrics Open","topic":"Global Health and Surgery","field":"Medicine","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":"Institute of Population and Public Health","funders":"","keywords":"Workforce; Medicine; Service delivery framework; Population; Health care; Capacity building; Psychological intervention; Service (business); Business; Nursing; Economic growth; Environmental health; Marketing","score_opus":0.028517966545366924,"score_gpt":0.34640381651239316,"score_spread":0.31788584996702623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319958289","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":[0.0018590083,0.0039257365,0.000005785929,0.0017836979,0.98303807,0.0048583085,0.0008376083,0.00031980017,0.0033720161],"genre_scores_gemma":[0.00065373775,0.008454809,0.00011698149,0.0008663072,0.9790522,0.0009123351,0.0036646111,0.00031575185,0.0059633036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99166363,0.00037913455,0.0021954551,0.0012707503,0.0025000663,0.001990965],"domain_scores_gemma":[0.97756475,0.018738907,0.0009947735,0.0011359008,0.0006119043,0.0009537492],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009228459,0.0007712645,0.0025565648,0.0018651116,0.00021865376,0.00038686133,0.00095647224,0.0021530045,0.000091040856],"category_scores_gemma":[0.03127713,0.00074736535,0.00051152264,0.0033488087,0.00008329154,0.00030258938,0.0010918699,0.0021115916,0.001224292],"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":[0.0007825309,0.00014316759,0.031498685,0.0041705975,0.00004275532,0.0018768739,0.000071078844,0.000009576111,1.1430757e-7,0.000015157775,0.9599263,0.0014631306],"study_design_scores_gemma":[0.0015473751,0.000096187905,0.0016777598,0.0011140594,0.00019569314,0.000011435788,0.000106603235,0.000044079043,0.0000016720485,0.00007049055,0.9943878,0.0007468246],"about_ca_topic_score_codex":0.0014568478,"about_ca_topic_score_gemma":0.00026331196,"teacher_disagreement_score":0.034461487,"about_ca_system_score_codex":0.0009465569,"about_ca_system_score_gemma":0.011380094,"threshold_uncertainty_score":0.9995534},"labels":[],"label_agreement":null},{"id":"W4320005458","doi":"10.1109/ojemb.2023.3241597","title":"Building a One Country One Licensure Framework: Applications for the Future of Canadian Space Physicians","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Engineering in Medicine and Biology","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; University of Windsor","funders":"","keywords":"Licensure; License; Space (punctuation); Health care; Business; Telemedicine; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Political science; Economic growth; Medical education; Computer science; Economics; Law","score_opus":0.044179691450572316,"score_gpt":0.3459495924598406,"score_spread":0.30176990100926826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320005458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7117403,0.031079857,0.040273365,0.20842929,0.0038590988,0.0036327033,0.00012476751,0.000040891224,0.0008197413],"genre_scores_gemma":[0.9806154,0.0078357,0.00704503,0.0019436558,0.0024627452,0.000038128623,0.000010242966,0.000017032344,0.000032092576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922603,0.000014850445,0.00033020347,0.000085664185,0.000071646704,0.00027163007],"domain_scores_gemma":[0.9989568,0.0005155478,0.00012248657,0.00011230749,0.00013231498,0.00016054566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086685125,0.00007929442,0.00043465602,0.00039236492,0.000044395358,0.000004152788,0.00014502746,0.000116562056,0.000008338993],"category_scores_gemma":[0.00020172297,0.000052354488,0.00003277848,0.0007394876,0.000046755376,0.000026489397,0.000013264718,0.00032022755,4.2072648e-7],"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":[0.0029523894,0.0007327997,0.083399855,0.006636551,0.002436496,0.00031546075,0.006443909,0.008511509,0.12852903,0.19497745,0.18204427,0.38302028],"study_design_scores_gemma":[0.004196202,0.0018946046,0.094005965,0.003793142,0.00033577695,0.00026338262,0.0022110655,0.0028786547,0.0004189566,0.0019431519,0.8878047,0.00025439015],"about_ca_topic_score_codex":0.002456013,"about_ca_topic_score_gemma":0.0012600339,"teacher_disagreement_score":0.7057604,"about_ca_system_score_codex":0.000033513566,"about_ca_system_score_gemma":0.00016924928,"threshold_uncertainty_score":0.37127733},"labels":[],"label_agreement":null},{"id":"W4320007983","doi":"10.1016/j.jpedsurg.2023.01.035","title":"Assessing the perioperative timeline and incidence of postoperative complications to optimize care for pediatric surgery patients from Northern Quebec","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University","funders":"McGill University","keywords":"Medicine; Timeline; Perioperative; Incidence (geometry); Surgery; General surgery","score_opus":0.03497857309221896,"score_gpt":0.3326233461848547,"score_spread":0.2976447730926357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320007983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991658,0.0028379196,0.00028115817,0.003674145,0.0008224986,0.00051568146,0.00016520945,0.000019527784,0.000025904896],"genre_scores_gemma":[0.9946715,0.0012670526,0.00087666017,0.001240559,0.0017338895,0.000030231402,0.0001096936,0.000029120278,0.000041286447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973835,0.00019771779,0.0012509704,0.00024034233,0.0005406746,0.00038679797],"domain_scores_gemma":[0.98911643,0.007179737,0.00077292963,0.00022601453,0.0023303477,0.0003745235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013076436,0.00020834293,0.00086725975,0.0006485602,0.00027174526,0.00006000794,0.00010993239,0.00010160957,0.000019304653],"category_scores_gemma":[0.004517329,0.00014331347,0.00033852336,0.0011723302,0.000053066186,0.00030007795,0.000060746184,0.00025217517,0.00001119286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021941829,0.000099934245,0.9525822,0.00012452186,0.00003911153,0.000024370614,0.0015470767,0.00016885986,0.000021252998,0.0000020955038,0.040775817,0.0043953545],"study_design_scores_gemma":[0.00049826107,0.0001253665,0.9947575,0.00010040279,0.00029892699,0.000012068409,0.0025104776,0.00014248777,0.000032636224,0.000010432493,0.0013320453,0.00017941197],"about_ca_topic_score_codex":0.0008244128,"about_ca_topic_score_gemma":0.00034464916,"teacher_disagreement_score":0.042175293,"about_ca_system_score_codex":0.0001562549,"about_ca_system_score_gemma":0.0018781568,"threshold_uncertainty_score":0.5844154},"labels":[],"label_agreement":null},{"id":"W4320892410","doi":"10.7759/cureus.35031","title":"An Analysis of Global Orthopedic Organizations Through the Lens of the Four Pillars of Global Surgery","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Global Health and Surgery","field":"Medicine","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; Orthopedic surgery; Traumatology; Alliance; Pillar; Medical education; General surgery; Surgery; Engineering; Political science; Law","score_opus":0.034956977592984405,"score_gpt":0.3278529727665413,"score_spread":0.2928959951735569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320892410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440014,0.0006282917,0.00010859254,0.002309178,0.0004152138,0.00019593383,0.00045370922,0.00003883168,0.001450112],"genre_scores_gemma":[0.99882895,0.00042096773,0.000036040983,0.0005495187,0.000058211015,0.0000027717374,0.000064899854,0.000007823962,0.000030832714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983634,0.0001368681,0.00056199863,0.00017040374,0.00047347348,0.00029389586],"domain_scores_gemma":[0.9982032,0.00021586497,0.00027621127,0.0007190225,0.0004918349,0.00009387814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004657967,0.00011343604,0.00054246286,0.00003374969,0.00008824384,0.0000035806072,0.00018867126,0.00009592758,0.0000972695],"category_scores_gemma":[0.0009571711,0.00006668732,0.00030188131,0.0067784158,0.00018979078,0.00006343563,0.00006529409,0.000069737296,0.00000635645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042834257,0.00011130787,0.98776776,0.00007732215,0.0003920242,0.0000058421438,0.0001326283,0.0003381339,0.000047129037,0.003947967,0.0068203458,0.0003166895],"study_design_scores_gemma":[0.00015001379,0.000058017107,0.99588144,0.00004609457,0.0010143016,0.000009506239,0.0005602722,0.00038553204,0.00004261691,0.00031991926,0.001475508,0.00005680573],"about_ca_topic_score_codex":0.001482648,"about_ca_topic_score_gemma":0.0014767738,"teacher_disagreement_score":0.008113637,"about_ca_system_score_codex":0.00009659614,"about_ca_system_score_gemma":0.0006823404,"threshold_uncertainty_score":0.3256804},"labels":[],"label_agreement":null},{"id":"W4320914310","doi":"10.1136/bmjgh-2022-011338","title":"An analysis of the African cancer research ecosystem: tackling disparities","year":2023,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"National Cancer Institute; National Institute of Mental Health","keywords":"Global health; Autonomy; Health equity; Political science; Exploratory research; Economic growth; Sociology; Health care; Economics; Social science","score_opus":0.0818763889475915,"score_gpt":0.5003210855915156,"score_spread":0.41844469664392403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320914310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757961,0.0009202094,0.000012851489,0.018951077,0.00052391534,0.000873169,0.00074469415,0.00009271712,0.0020852904],"genre_scores_gemma":[0.99739295,0.00049793365,0.00003140947,0.001550004,0.00019287766,0.00007332103,0.00005810814,0.0000095188725,0.00019388138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964914,0.00057455635,0.0006237646,0.0003099634,0.0009991842,0.0010011347],"domain_scores_gemma":[0.9980444,0.0001715016,0.00017143654,0.0006617421,0.0003341369,0.00061681785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036954961,0.000115414005,0.0006407198,0.00028579246,0.0003363299,0.000016004684,0.00020847027,0.00008272462,0.000044675806],"category_scores_gemma":[0.00025468724,0.000079466234,0.00020118493,0.006098434,0.00009646324,0.00004637096,0.00007575372,0.00022317907,0.000023838535],"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":[0.00030219593,0.00014477635,0.9434526,0.0012759113,0.00025210087,0.000022860793,0.00035455285,0.0009539796,0.0000101904025,0.0060910047,0.038006224,0.009133611],"study_design_scores_gemma":[0.00026749814,0.00017536279,0.9798455,0.00032949873,0.00012422772,0.000007664547,0.0016007124,0.010843414,0.000009017421,0.00024738614,0.006472818,0.00007689442],"about_ca_topic_score_codex":0.03513113,"about_ca_topic_score_gemma":0.024838567,"teacher_disagreement_score":0.036392916,"about_ca_system_score_codex":0.00090173836,"about_ca_system_score_gemma":0.0025126343,"threshold_uncertainty_score":0.99295557},"labels":[],"label_agreement":null},{"id":"W4321003646","doi":"10.1007/s00383-023-05377-2","title":"Postoperative morbidity and mortality in pediatric indigenous populations: a scoping review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; Vancouver General Hospital; University of British Columbia; University of Northern British Columbia; University of Alberta","funders":"","keywords":"Indigenous; Medicine; Meta-analysis; Pediatric surgery; Pediatrics; Surgery; Internal medicine","score_opus":0.2994644774877577,"score_gpt":0.46920702213580623,"score_spread":0.16974254464804855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321003646","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":[0.002336908,0.9943364,0.000005886345,0.00028816098,0.00043586353,0.0019754996,0.0004849316,0.00006472367,0.000071618044],"genre_scores_gemma":[0.00023186211,0.9966298,0.000053469797,0.00065488875,0.0004962971,0.00052366033,0.0011910469,0.000040531526,0.0001784721],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9955345,0.00042682415,0.002068166,0.00080863514,0.0006785351,0.00048336672],"domain_scores_gemma":[0.9965259,0.0017197011,0.00081600813,0.00034770864,0.00024806318,0.00034265156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024996428,0.00050723157,0.0057779714,0.0024162212,0.000100036,0.000053629003,0.00012350493,0.0002857287,0.00031363897],"category_scores_gemma":[0.0016246891,0.00040689905,0.0016315544,0.002978504,0.00003669309,0.00016126681,0.00014036543,0.00051687844,0.000041348514],"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":[0.000015246891,0.00027022866,0.6671408,0.27807605,0.035295572,0.00059732347,0.00009380022,0.0000031693808,8.717641e-10,0.000048643436,0.0030518996,0.015407256],"study_design_scores_gemma":[0.00016923019,0.000023662233,0.08681519,0.00441144,0.901264,0.00017811276,0.000007941569,0.0000114003815,4.9667204e-9,0.00005479237,0.0063379393,0.0007262482],"about_ca_topic_score_codex":0.00075373234,"about_ca_topic_score_gemma":0.00044811796,"teacher_disagreement_score":0.86596847,"about_ca_system_score_codex":0.00019488594,"about_ca_system_score_gemma":0.001312546,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W4321187262","doi":"10.1126/science.adh2317","title":"Canada moves to ban funding for ‘risky’ foreign collaborations","year":2023,"lang":"en","type":"dataset","venue":"AAAS Articles DO Group","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Business","score_opus":0.038572178211856704,"score_gpt":0.3117619045581477,"score_spread":0.27318972634629096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321187262","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":[0.010343062,0.00016701651,0.000036795314,0.003430292,0.0008030546,0.0010991622,0.98397464,0.000055351782,0.000090627735],"genre_scores_gemma":[0.022328291,0.00008424085,0.0004617354,0.009230258,0.0006093231,0.00037070355,0.9664608,0.000043948403,0.00041068977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982027,0.000028567685,0.00040178373,0.00032892323,0.000340522,0.00069754245],"domain_scores_gemma":[0.9983155,0.00038028232,0.00008415215,0.0004249782,0.00014361464,0.00065145304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029017054,0.00019647904,0.0004089429,0.00014118031,0.00021520104,0.00005132743,0.0001137697,0.00012821257,0.000042847547],"category_scores_gemma":[0.00069834915,0.00018336342,0.000072680225,0.000613242,0.000021171594,0.00004671956,0.000053776974,0.00014532906,0.00025340094],"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":[0.00012556704,0.000039596096,0.00024559637,0.0003081952,0.000041631294,0.00007110546,0.000012719084,0.0000054755214,0.000031023148,0.0008593299,0.9975581,0.00070164294],"study_design_scores_gemma":[0.00041928774,0.00018395977,0.0027285216,0.00016338892,0.0000939625,0.000007680888,0.00040087622,0.000048255577,0.000026733005,0.00028143448,0.9954678,0.00017809562],"about_ca_topic_score_codex":0.3988951,"about_ca_topic_score_gemma":0.7306434,"teacher_disagreement_score":0.33174825,"about_ca_system_score_codex":0.0003596122,"about_ca_system_score_gemma":0.001229933,"threshold_uncertainty_score":0.7477343},"labels":[],"label_agreement":null},{"id":"W4321217688","doi":"10.1108/oxan-es276134","title":"Canada will maintain security support for Haiti","year":2023,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Global Health and Surgery","field":"Medicine","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":"Computer security; Business; Computer science","score_opus":0.0157205796289328,"score_gpt":0.291940287913538,"score_spread":0.2762197082846052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321217688","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":[0.057493415,0.00033037458,0.00014194752,0.93831235,0.00070117513,0.0008931239,0.00019709828,0.00038542223,0.0015451094],"genre_scores_gemma":[0.12981978,0.00013739026,0.0003103385,0.86286396,0.0005328923,0.00014361079,0.0005666706,0.000045479715,0.0055798907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818325,0.000017774042,0.00032625758,0.0003063848,0.0003230721,0.0008432676],"domain_scores_gemma":[0.9990136,0.00012073577,0.00004896364,0.00024041002,0.000106899955,0.00046938998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030808707,0.00016496447,0.00033832286,0.0000592225,0.00016132303,0.000013325579,0.00007721551,0.00008579293,0.00034464654],"category_scores_gemma":[0.00025803485,0.00015881156,0.00011800576,0.00026577074,0.000034837776,0.00007954218,0.000034822362,0.00013306332,0.000041194722],"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":[0.00010511744,0.000021436015,0.000219019,0.00010204018,0.000017728997,0.0001752914,0.00020206893,6.4383903e-7,0.00011734912,0.0012248723,0.9966497,0.0011647639],"study_design_scores_gemma":[0.0007782303,0.00009773326,0.0026186195,0.000040814695,0.000007942258,0.00005526985,0.000035125133,0.00033462854,0.00039404517,0.0008207749,0.9946537,0.00016311076],"about_ca_topic_score_codex":0.9310332,"about_ca_topic_score_gemma":0.15895054,"teacher_disagreement_score":0.7720827,"about_ca_system_score_codex":0.00021179604,"about_ca_system_score_gemma":0.001321353,"threshold_uncertainty_score":0.85639644},"labels":[],"label_agreement":null},{"id":"W4322194711","doi":"10.20944/preprints202302.0410.v1","title":"Towards Minimizing Research Inequities in Africa: Lessons from the ARISE Programme","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Saint Vincent University","funders":"African Academy of Sciences; European Commission","keywords":"Excellence; Blueprint; Prosperity; Political science; Context (archaeology); Economic growth; Capacity building; Millennium Development Goals; Capacity development; Investment (military); Poverty; Geography; Engineering; Environmental planning; Economics","score_opus":0.631924987332777,"score_gpt":0.4978986293013767,"score_spread":0.13402635803140034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322194711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406623,0.0015006369,0.000010859627,0.038253777,0.0012449197,0.0020941712,0.00012235442,0.00034068598,0.015770271],"genre_scores_gemma":[0.9926506,0.0014037513,0.00028051945,0.00039060495,0.000690156,0.0011610871,0.0001997275,0.000081168946,0.0031423697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99385047,0.0007534373,0.0010125107,0.0013015748,0.0012989229,0.0017830582],"domain_scores_gemma":[0.9954068,0.0013625855,0.00021036131,0.0020906886,0.00041546908,0.0005140991],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007971203,0.00040342077,0.0009627469,0.0004217784,0.00022442009,0.000059144986,0.00082920166,0.0006598599,0.0003237762],"category_scores_gemma":[0.005808888,0.00031370707,0.00030560474,0.0007833507,0.00034784753,0.0000546571,0.004089785,0.0040124743,0.0017578356],"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":[0.0004946633,0.00037644213,0.9752835,0.00077689684,0.00015863332,0.00040362688,0.008111504,0.000035185873,0.00020454785,0.0006344518,0.0047754766,0.008745047],"study_design_scores_gemma":[0.0006843142,0.000035349032,0.94243586,0.0018554125,0.000060665592,0.000007838008,0.004603029,0.00017603302,0.00042850862,0.013306773,0.036107913,0.00029832977],"about_ca_topic_score_codex":0.020007662,"about_ca_topic_score_gemma":0.0011975047,"teacher_disagreement_score":0.051988292,"about_ca_system_score_codex":0.00063800794,"about_ca_system_score_gemma":0.0022208309,"threshold_uncertainty_score":0.9999315},"labels":[],"label_agreement":null},{"id":"W4322490336","doi":"10.1371/journal.pgph.0001663","title":"From vaccine to visa apartheid, how anti-Blackness persists in global health","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Political science; Development economics; Political economy; Sociology; Economics","score_opus":0.0507585882303329,"score_gpt":0.35435579150538454,"score_spread":0.30359720327505163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322490336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6142126,0.00094863627,0.000085492225,0.37987196,0.000847247,0.0012931979,0.0009804572,0.0005125206,0.0012478781],"genre_scores_gemma":[0.9326766,0.00053635705,0.00040911473,0.06456599,0.00072377635,0.000070981354,0.00083621294,0.000037528964,0.00014343223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925745,0.0005296196,0.0011137114,0.0011460575,0.0012287713,0.003407343],"domain_scores_gemma":[0.99347705,0.00013977884,0.00028905887,0.00083922094,0.00028275108,0.004972155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022872426,0.00050133193,0.001633691,0.00032376594,0.00028165447,0.00013127658,0.00038415767,0.00025433075,0.00014286827],"category_scores_gemma":[0.0011884902,0.00047898022,0.00021528343,0.005146093,0.000048941936,0.0002767288,0.00022546676,0.00041863613,0.0011636718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00037014074,0.001160904,0.47904024,0.00097205944,0.00011534016,0.00027104857,0.0009428283,0.000016122018,0.000008194465,0.0017610284,0.45975792,0.055584177],"study_design_scores_gemma":[0.0031990577,0.0007777238,0.85159725,0.00056721794,0.000013396998,0.000070729155,0.0019451209,0.00083308714,0.0000024323394,0.0005480261,0.14001964,0.0004263222],"about_ca_topic_score_codex":0.0097487215,"about_ca_topic_score_gemma":0.0038097762,"teacher_disagreement_score":0.372557,"about_ca_system_score_codex":0.0040186737,"about_ca_system_score_gemma":0.0064253947,"threshold_uncertainty_score":0.99980474},"labels":[],"label_agreement":null},{"id":"W4322619248","doi":"10.1016/j.jpedsurg.2023.02.050","title":"Report of the 55th Annual Meeting of the Pacific Association of Pediatric Surgeons","year":2023,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Globe; Medicine; Face (sociological concept); Pandemic; Latin Americans; Coronavirus disease 2019 (COVID-19); Library science; Political science; Sociology; Social science; Ophthalmology; Law","score_opus":0.022044372884771693,"score_gpt":0.2717683702090588,"score_spread":0.24972399732428713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322619248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8328616,0.0037844877,0.0000031435495,0.14072701,0.020734543,0.0005648128,0.00048664052,0.000028842309,0.0008089285],"genre_scores_gemma":[0.8732549,0.015311054,0.00007603022,0.021856343,0.080628216,0.000015050409,0.000115800285,0.00026153564,0.0084810555],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9905418,0.00084194297,0.004420084,0.0002833726,0.0031531588,0.0007596523],"domain_scores_gemma":[0.97367215,0.00834838,0.014661701,0.0007449111,0.0023921293,0.00018074812],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010299047,0.00036922327,0.0021630456,0.0011907694,0.00011146465,0.000009737287,0.00038224494,0.00097177323,0.00004127958],"category_scores_gemma":[0.01653621,0.00022411946,0.0025303187,0.002903311,0.00007973067,0.00010546927,0.00013920398,0.002420253,0.0000037771717],"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":[0.00004249956,0.000056782195,0.48568195,0.000917815,0.00011000855,0.00038128314,0.000052901676,0.000004885512,0.0000027965093,2.916133e-7,0.5126793,0.00006948011],"study_design_scores_gemma":[0.0007854739,0.00013936844,0.86166996,0.00079958286,0.004661415,0.0008809617,0.00040072415,0.0000049280097,0.000089879846,0.00009659153,0.13002855,0.00044258873],"about_ca_topic_score_codex":0.00020792715,"about_ca_topic_score_gemma":0.000007699717,"teacher_disagreement_score":0.38265076,"about_ca_system_score_codex":0.0003498447,"about_ca_system_score_gemma":0.0047166273,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W4322727528","doi":"10.1542/peds.146.1ma7.678b","title":"Neonatal Surgical Conditions in Uganda and the United States: Disparities and Economic Benefit of Scaling Up Care","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital","funders":"","keywords":"Medicine","score_opus":0.01376552633422999,"score_gpt":0.2684361224397486,"score_spread":0.2546705961055186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322727528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130356,0.0055749854,0.0000046572345,0.0025507475,0.00007545961,0.00013415993,0.00025992352,0.0000101400765,0.00008637987],"genre_scores_gemma":[0.99325585,0.0057869335,0.000015348904,0.00060054776,0.00011585313,0.0000042579504,0.00020874197,0.0000048277534,0.0000076105407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994622,0.000020751788,0.00020841988,0.000099658064,0.00006752672,0.00014146222],"domain_scores_gemma":[0.9993134,0.0004058,0.000039592993,0.000050396535,0.000034851826,0.00015594771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010864208,0.00006054816,0.00020699365,0.000066787674,0.00004391435,0.0000087621875,0.000021875936,0.000043231237,0.00001257874],"category_scores_gemma":[0.00008162729,0.000044854067,0.000024549548,0.00013386345,0.00010632455,0.00002751764,0.000029684852,0.00011507389,0.0000013635286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059101015,0.000009535823,0.98932725,0.0007828924,0.00000785378,0.00004257301,0.003979622,0.00024403792,1.6683664e-7,0.0033641835,0.0006653606,0.0009855202],"study_design_scores_gemma":[0.034656387,0.0004995385,0.83327144,0.00020606659,0.00055196485,0.00025111064,0.042062107,0.040929243,0.00003932777,0.0028316053,0.04403095,0.00067027024],"about_ca_topic_score_codex":0.0011138651,"about_ca_topic_score_gemma":0.000070172704,"teacher_disagreement_score":0.15605582,"about_ca_system_score_codex":0.00002027835,"about_ca_system_score_gemma":0.00007008366,"threshold_uncertainty_score":0.18290958},"labels":[],"label_agreement":null},{"id":"W4323066233","doi":"10.4103/jme.jme_167_20","title":"When will we function effectively for the benefit of our country?","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Global Health and Surgery","field":"Medicine","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":"Function (biology); Business; Biology","score_opus":0.055467097730257854,"score_gpt":0.35384558501497476,"score_spread":0.2983784872847169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323066233","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":[0.11175339,0.03505109,0.042293023,0.8079245,0.0022307048,0.0006583084,0.000009318222,0.000016352255,0.00006333127],"genre_scores_gemma":[0.979815,0.003959689,0.00028953937,0.014237096,0.0016525165,0.0000046666555,4.318442e-7,0.0000075431826,0.00003353909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977163,0.00005376671,0.00055803475,0.00009246924,0.00138204,0.00019739884],"domain_scores_gemma":[0.99696,0.0015936856,0.00035387705,0.00009105917,0.0004031336,0.0005982641],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023881772,0.00008018138,0.000385386,0.000033327993,0.000045573222,0.00000693772,0.00018356938,0.00011539635,0.000106508116],"category_scores_gemma":[0.011116512,0.000043355936,0.00017428889,0.00014097511,0.0000483271,0.00014907462,0.00002556875,0.00041562042,0.000005205099],"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":[0.020570073,0.0003714731,0.03618996,0.005182994,0.00055393827,0.0003413312,0.0014139429,0.00007105237,0.0013861088,0.0027092241,0.57111293,0.36009696],"study_design_scores_gemma":[0.011399464,0.018778982,0.1562845,0.025822785,0.0019545008,0.0019396988,0.00384604,0.0145586785,0.0008377983,0.0047172336,0.75946254,0.00039775774],"about_ca_topic_score_codex":0.000021910426,"about_ca_topic_score_gemma":0.0000034412724,"teacher_disagreement_score":0.8680616,"about_ca_system_score_codex":0.000048233433,"about_ca_system_score_gemma":0.0006172145,"threshold_uncertainty_score":0.99721324},"labels":[],"label_agreement":null},{"id":"W4323540177","doi":"10.1371/journal.pgph.0001656","title":"How to prevent equity efforts from losing steam in global health academia","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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; McGill University Health Centre","funders":"","keywords":"Equity (law); Health equity; Business; Political science; Public relations; Engineering ethics; Economic growth; Economics; Engineering; Health care; Law","score_opus":0.08392799077806506,"score_gpt":0.40262365694008295,"score_spread":0.3186956661620179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323540177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62692654,0.0020781283,0.00018269625,0.36432356,0.00084758253,0.0020685678,0.0008949453,0.00056235975,0.002115621],"genre_scores_gemma":[0.91793287,0.0007055793,0.00067868043,0.079244256,0.0005981323,0.00009311557,0.0005636803,0.00003325585,0.00015045755],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9917316,0.0005488587,0.0013155638,0.0010744091,0.0016260309,0.0037035802],"domain_scores_gemma":[0.9931358,0.00014048233,0.00036052373,0.00072949217,0.00016785228,0.005465822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037081856,0.0004533091,0.0013777862,0.00024772636,0.00028338816,0.00014480864,0.00037694868,0.0004935758,0.000045785087],"category_scores_gemma":[0.0015116846,0.00043853986,0.00018654618,0.0036630235,0.00006422122,0.00034094256,0.0004943995,0.00091417966,0.00033431762],"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":true,"study_design_scores_codex":[0.0003140193,0.0016106451,0.21366747,0.0016815985,0.000102213475,0.00022520803,0.0005557707,0.000022030174,0.0000100901625,0.0044707125,0.30989912,0.46744114],"study_design_scores_gemma":[0.0026377724,0.001326323,0.7403352,0.0019576657,0.000021732916,0.00007984475,0.0009778593,0.0009094248,0.000010806674,0.0042746016,0.24683604,0.00063272106],"about_ca_topic_score_codex":0.0075872755,"about_ca_topic_score_gemma":0.0025993537,"teacher_disagreement_score":0.5266678,"about_ca_system_score_codex":0.00888417,"about_ca_system_score_gemma":0.008419255,"threshold_uncertainty_score":0.99980664},"labels":[],"label_agreement":null},{"id":"W4323664388","doi":"10.1016/j.xjon.2023.03.001","title":"The state of cardiac surgery in Ethiopia","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Workforce; Referral; Cardiac surgery; Medicine; Work (physics); Business; Medical emergency; Family medicine; Surgery; Economic growth; Engineering; Economics","score_opus":0.050385439715040004,"score_gpt":0.3638447361203305,"score_spread":0.3134592964052905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323664388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98156303,0.00044446808,1.9285245e-7,0.004558706,0.0005359107,0.00047859096,0.000019888561,0.000022198854,0.012376994],"genre_scores_gemma":[0.98954463,0.001963789,0.000016999495,0.0008806044,0.000048349477,0.000048635928,0.000029518069,0.000011960223,0.007455519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902135,0.00009546992,0.00028645396,0.00010773332,0.00017393194,0.00031508776],"domain_scores_gemma":[0.99876726,0.00077910913,0.000051417428,0.00025084525,0.000047677295,0.00010367387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022988415,0.00005419163,0.00031822844,0.000070613,0.000045363973,0.000014733352,0.00011122577,0.0000337831,0.000016391177],"category_scores_gemma":[0.00040566176,0.00003547223,0.00007319428,0.0005046356,0.000034080167,0.000043034368,0.00011076859,0.00012195843,0.00015625052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005905339,0.000050796465,0.43356404,0.0002328861,0.00004161503,0.00010697897,0.00047243794,0.0000066465277,0.00018824362,0.00038510442,0.3722749,0.19208582],"study_design_scores_gemma":[0.00014786044,0.000023693228,0.767241,0.000119033815,0.0000054445295,0.0000017284813,0.00015195551,0.000039143877,0.0002836686,0.0007673378,0.23116781,0.000051301307],"about_ca_topic_score_codex":0.0016043084,"about_ca_topic_score_gemma":0.00017152003,"teacher_disagreement_score":0.333677,"about_ca_system_score_codex":0.000028690945,"about_ca_system_score_gemma":0.00032589052,"threshold_uncertainty_score":0.2425245},"labels":[],"label_agreement":null},{"id":"W4327608431","doi":"10.1227/neu.0000000000002375_177","title":"177 International Authorship Trends in Academic Neurosurgery and Effect of Double-Blind Review","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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; Neurosurgery; Latin Americans; China; Demography; Family medicine; Surgery; Political science; Law","score_opus":0.09096778994668468,"score_gpt":0.40417170537798097,"score_spread":0.3132039154312963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327608431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98528737,0.0036006891,2.9373842e-7,0.0070012375,0.0021017394,0.00035067057,0.00001835678,0.00012815658,0.001511503],"genre_scores_gemma":[0.97743577,0.0178307,0.0000024350986,0.0033537669,0.00018625522,0.0000627053,0.000114453214,0.00003622839,0.0009776867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720746,0.00027290673,0.000940613,0.00045794883,0.0005355632,0.00058552343],"domain_scores_gemma":[0.9978105,0.0012393155,0.00021908333,0.00030208993,0.000058027425,0.0003709972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027891102,0.00024289066,0.00088965683,0.0011397649,0.000036578756,0.000010460021,0.00010747318,0.0002054874,0.00013246662],"category_scores_gemma":[0.0012108537,0.0002103514,0.00023352938,0.0018502094,0.00009041458,0.00012429977,0.00008951447,0.000687986,0.0000460862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004503362,0.000056495905,0.8771744,0.0028890294,0.000017074288,0.00073887216,0.00002764524,0.000003779029,0.0009207396,0.00006448682,0.062390972,0.05121316],"study_design_scores_gemma":[0.0049950858,0.0002444335,0.95116115,0.003589087,0.000085690735,0.00036500552,0.0000037751613,0.00028669287,0.00074187486,0.000040566552,0.03821618,0.00027046504],"about_ca_topic_score_codex":0.00002554769,"about_ca_topic_score_gemma":0.0000018905744,"teacher_disagreement_score":0.07398676,"about_ca_system_score_codex":0.000033735778,"about_ca_system_score_gemma":0.00009086705,"threshold_uncertainty_score":0.8577881},"labels":[],"label_agreement":null},{"id":"W4327680979","doi":"10.1186/s12909-023-04116-4","title":"Student-led interprofessional global health course: learning impacts during a global crisis","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"Faculty of Medicine, McGill University; Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Global health; Curriculum; Medical education; Likert scale; Medicine; Viewpoints; Pandemic; Health care; Psychology; Nursing; Public health; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Pedagogy; Political science; Disease","score_opus":0.019055471636180786,"score_gpt":0.46171185989032953,"score_spread":0.44265638825414877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327680979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96470577,0.0010405066,0.00013306267,0.02906291,0.0033944168,0.00038073564,0.000010330418,0.00029216774,0.0009801186],"genre_scores_gemma":[0.99001133,0.0002858343,0.00023335058,0.0078043705,0.00084855576,0.000054435954,0.00024648142,0.000013016916,0.00050262304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966869,0.00028004972,0.0005719541,0.0003661645,0.0013092736,0.00078569737],"domain_scores_gemma":[0.99734604,0.00013028164,0.00016610093,0.00022383241,0.0001414892,0.0019922333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012806795,0.0001791217,0.00039584783,0.0000721294,0.0002485459,0.000023039114,0.00013698975,0.00019073485,0.0006510564],"category_scores_gemma":[0.0025571815,0.00015292148,0.0001235907,0.0009040608,0.000053881402,0.00007975707,0.0000985807,0.00037480993,0.00048150725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000354791,0.00067599345,0.8559828,0.00070484664,0.000029588,0.000026793792,0.00034471086,0.000004476153,0.0000028006414,0.000516166,0.124694176,0.016662847],"study_design_scores_gemma":[0.0011908612,0.00014197543,0.98909396,0.0011459055,0.000024798777,0.00017980287,0.0056722797,0.00032934727,0.0000014425711,0.0001913786,0.0019139282,0.00011434469],"about_ca_topic_score_codex":0.0006874783,"about_ca_topic_score_gemma":0.00040508728,"teacher_disagreement_score":0.13311113,"about_ca_system_score_codex":0.0011084924,"about_ca_system_score_gemma":0.023358786,"threshold_uncertainty_score":0.98217785},"labels":[],"label_agreement":null},{"id":"W4353080030","doi":"10.1080/00220388.2023.2191454","title":"Africanizing Oncology: Creativity, Crisis, and Cancer in Uganda","year":2023,"lang":"en","type":"article","venue":"The Journal of Development Studies","topic":"Global Health and Surgery","field":"Medicine","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":"University of Waterloo","funders":"","keywords":"Creativity; Cancer; Oncology; Clinical Oncology; Political science; Medicine; Economic growth; Internal medicine; Economics; Law","score_opus":0.08910410924588152,"score_gpt":0.4087115150080839,"score_spread":0.31960740576220237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353080030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96828604,0.013843908,0.0000023877228,0.01718763,0.00023100477,0.000075456366,6.10225e-7,0.0000076259585,0.0003653508],"genre_scores_gemma":[0.9635377,0.03525226,0.00018501891,0.0007992107,0.00006143451,0.0000040440286,1.5752259e-7,0.0000042099236,0.00015597354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991632,0.0000644199,0.0003293423,0.000048286623,0.00018888715,0.00020584105],"domain_scores_gemma":[0.9992856,0.00035008256,0.00013054433,0.000037166104,0.00012489132,0.0000717142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016424572,0.000068101304,0.00034315244,0.00013873234,0.00010920719,0.0000027110784,0.000036230183,0.000022667415,0.0000069194152],"category_scores_gemma":[0.0002151051,0.00003713949,0.000018579753,0.00029134264,0.00004642556,0.000033033837,0.000070786686,0.0001566512,0.0000042170846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005773299,0.00008673894,0.8269047,0.00026145822,0.00047971235,0.00032939692,0.043685827,0.000014058321,0.0001743404,0.000020751322,0.06981404,0.057651605],"study_design_scores_gemma":[0.0009149318,0.00014560898,0.9314895,0.00045443152,0.000064318825,0.00012792936,0.027052272,0.000003492484,0.00025553527,0.00024609937,0.03918131,0.000064528045],"about_ca_topic_score_codex":0.000029728257,"about_ca_topic_score_gemma":0.00011150055,"teacher_disagreement_score":0.1045848,"about_ca_system_score_codex":0.0002076206,"about_ca_system_score_gemma":0.00043958332,"threshold_uncertainty_score":0.15145044},"labels":[],"label_agreement":null},{"id":"W4353099491","doi":"10.1136/bmjopen-2022-070148","title":"Partnering to build surgical capacity in low-resource settings: a qualitative study of Canadian global surgeons","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; Competence (human resources); Thematic analysis; Qualitative research; Medical education; Cultural humility; Interpersonal communication; Rigour; Humility; Nursing; Cultural competence; Psychology; Pedagogy; Social psychology; Sociology","score_opus":0.16788124032300109,"score_gpt":0.46857049571756937,"score_spread":0.30068925539456826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353099491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751269,0.000005559002,3.782195e-7,0.0046368726,0.00008477482,0.0048504015,0.000111004294,0.000027733497,0.015156372],"genre_scores_gemma":[0.99811095,0.0000010720061,0.00004477712,0.001026878,0.0000328759,0.0003900632,0.000026203268,0.000010352971,0.00035682495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977098,0.0003940986,0.0005495454,0.00030471553,0.00035660074,0.00068521174],"domain_scores_gemma":[0.99836254,0.00028726063,0.00007693024,0.00033059838,0.00008128183,0.00086140225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036878702,0.00012957458,0.0005648837,0.00035677047,0.00007375457,0.000021761009,0.00020161997,0.00007070048,0.000054397857],"category_scores_gemma":[0.0008421385,0.00012120616,0.000052506206,0.002376996,0.00002860434,0.000052760788,0.0001970573,0.00014413446,0.00009123264],"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":[0.0020447553,0.00077096873,0.80407697,0.000499874,0.00010296774,0.004062175,0.084984004,0.0002735936,0.000012231592,0.0010178381,0.099712975,0.0024416563],"study_design_scores_gemma":[0.004790263,0.00081898365,0.7093598,0.0015130221,0.000029749486,0.00009101586,0.17980495,0.0002660189,0.000024198736,0.00010318073,0.102762796,0.00043599945],"about_ca_topic_score_codex":0.6372034,"about_ca_topic_score_gemma":0.66877925,"teacher_disagreement_score":0.09482095,"about_ca_system_score_codex":0.00025537983,"about_ca_system_score_gemma":0.00074240426,"threshold_uncertainty_score":0.4942644},"labels":[],"label_agreement":null},{"id":"W4360611612","doi":"10.1097/01.asm.0000924980.08965.a9","title":"ASA Global Health Overseas Training Programs: A Rwanda Update","year":2023,"lang":"en","type":"article","venue":"ASA Monitor","topic":"Global Health and Surgery","field":"Medicine","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":"Training (meteorology); Global health; Medical education; Medicine; Geography; Nursing; Public health; Meteorology","score_opus":0.051042799131353254,"score_gpt":0.3773407293646599,"score_spread":0.32629793023330667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360611612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97327155,0.0011061763,0.000035866105,0.013878727,0.0024308767,0.00089555176,0.00010985528,0.0009212467,0.007350146],"genre_scores_gemma":[0.9934053,0.00029196352,0.0005338184,0.004093125,0.0008152861,0.000052469404,0.00019871771,0.000022459468,0.00058687985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780375,0.000057955185,0.00035276878,0.00031872184,0.00044837047,0.0010184445],"domain_scores_gemma":[0.9986678,0.00004078561,0.000090419366,0.00027728314,0.00007458103,0.0008491335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005504046,0.00017292568,0.00040446158,0.00007172108,0.00017349911,0.000029995414,0.00007838415,0.00010386961,0.00005396567],"category_scores_gemma":[0.00012232816,0.00015472942,0.00013534869,0.00076578517,0.000055793575,0.00007404214,0.000040706767,0.00019325901,0.00066234684],"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":[0.00038486527,0.0001837097,0.12310052,0.00035332894,0.00007680063,0.00049177656,0.0005983886,0.0000023334776,0.000012953903,0.0010854405,0.12566645,0.7480434],"study_design_scores_gemma":[0.002644016,0.0007886941,0.3370792,0.0005184586,0.000042586624,0.00014357362,0.0027480302,0.00034688308,0.000017299346,0.0007153641,0.65466446,0.00029144244],"about_ca_topic_score_codex":0.00039270762,"about_ca_topic_score_gemma":0.00003532432,"teacher_disagreement_score":0.74775195,"about_ca_system_score_codex":0.00028746965,"about_ca_system_score_gemma":0.00089821906,"threshold_uncertainty_score":0.851335},"labels":[],"label_agreement":null},{"id":"W4360620286","doi":"10.1016/j.athoracsur.2023.03.019","title":"Cardiac Surgery in Variable-Resource Contexts: Overly Ambitious or Long Overdue?","year":2023,"lang":"en","type":"editorial","venue":"The Annals of Thoracic Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"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 Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Scopus; Disease; Round table; MEDLINE; Internal medicine; Law","score_opus":0.07319884827291658,"score_gpt":0.39450696704920374,"score_spread":0.3213081187762872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360620286","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":[0.027801909,0.014286888,0.000008180305,0.003766841,0.94811803,0.0012382017,0.0027183557,0.00038384236,0.0016777683],"genre_scores_gemma":[0.016995924,0.029694274,0.000023428289,0.005527364,0.9227813,0.00043458235,0.0068554194,0.0006949289,0.016992783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99037164,0.0015887995,0.0025594726,0.00094709167,0.0024596388,0.002073383],"domain_scores_gemma":[0.92822194,0.06703156,0.0013313643,0.0017938786,0.0009560856,0.00066514424],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016623275,0.00087080186,0.0045415787,0.0012027437,0.00018059701,0.00007675969,0.0004322706,0.001596364,0.0002434982],"category_scores_gemma":[0.02624343,0.0006319352,0.0017289869,0.0023448518,0.00034226943,0.00019151457,0.00023503035,0.0019426886,0.00020686098],"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":[0.00714093,0.00023503038,0.0031616432,0.0037015306,0.00043542875,0.001209719,0.00008332811,0.0000066164066,0.000006419726,0.000008070206,0.9636619,0.02034937],"study_design_scores_gemma":[0.00013143731,0.00009182738,0.0030601895,0.0071173427,0.0002534012,0.00002353565,0.00013963408,0.0000096761405,0.00013246118,0.00014673545,0.98826295,0.00063078996],"about_ca_topic_score_codex":0.0034015928,"about_ca_topic_score_gemma":0.00018880566,"teacher_disagreement_score":0.06544276,"about_ca_system_score_codex":0.00018439171,"about_ca_system_score_gemma":0.00529156,"threshold_uncertainty_score":0.9996998},"labels":[],"label_agreement":null},{"id":"W4360806057","doi":"10.1227/neu.0000000000002453","title":"Awake Craniotomy in Africa: A Scoping Review of Literature and Proposed Solutions to Tackle Challenges","year":2023,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Mount Sinai Hospital; University Health Network; McGill University; University of British Columbia","funders":"","keywords":"Scopus; Medicine; Craniotomy; Protocol (science); Developing country; Awake craniotomy; Systematic review; Web of science; MEDLINE; Meta-analysis; Surgery; Alternative medicine; Political science; Pathology","score_opus":0.17156852347375762,"score_gpt":0.3953084054808575,"score_spread":0.22373988200709988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360806057","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":[0.000016175878,0.993818,6.082958e-7,0.0011593791,0.00057586626,0.0036499242,0.00008704619,0.0000832085,0.00060980313],"genre_scores_gemma":[0.0000085801175,0.99836093,0.000036361496,0.00086295075,0.00015434914,0.00022228551,0.00006357871,0.000070496564,0.00022048628],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99648166,0.0003540594,0.00141461,0.0006339569,0.0003752212,0.00074046856],"domain_scores_gemma":[0.9976979,0.00086240744,0.00033608338,0.0005390655,0.0001429098,0.00042162839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014254936,0.00040665088,0.0034117226,0.0007221208,0.000053435637,0.000016509595,0.00009808068,0.0003148623,0.000014438481],"category_scores_gemma":[0.0020897833,0.00032570804,0.00045648986,0.001749448,0.00004857946,0.000053924115,0.0001268216,0.0006070436,0.000043493375],"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":[0.0000091156835,0.00007043818,0.000019883515,0.8006465,0.000016939,0.00044703347,0.000050401766,2.581149e-8,4.002932e-7,0.000042797845,0.0054384973,0.19325797],"study_design_scores_gemma":[0.000073190015,0.000039044586,0.00007194578,0.60508007,0.00011346985,0.00012401349,0.0000024737355,3.8348583e-7,9.3577796e-8,0.000006780421,0.39435685,0.00013167642],"about_ca_topic_score_codex":0.0000060905077,"about_ca_topic_score_gemma":0.0000083327795,"teacher_disagreement_score":0.38891834,"about_ca_system_score_codex":0.000063944084,"about_ca_system_score_gemma":0.0010780499,"threshold_uncertainty_score":0.9999195},"labels":[],"label_agreement":null},{"id":"W4361006007","doi":"10.1186/s43058-023-00405-7","title":"A systematic review of dissemination and implementation science capacity building programs around the globe","year":2023,"lang":"en","type":"review","venue":"Implementation Science Communications","topic":"Global Health and Surgery","field":"Medicine","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":"Colorado Clinical and Translational Sciences Institute; North Carolina Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill; National Center for Advancing Translational Sciences; National Cancer Institute; Michael Smith Health Research BC; University of California, San Francisco; University of California, San Diego; University of Toronto; National University of Singapore; University of Oxford; Quality Enhancement Research Initiative; University of Southampton; School of Medicine, Indiana University; Vanderbilt Institute for Clinical and Translational Research; University of Washington; Johns Hopkins University; Intermountain Healthcare; Institute of Translational Health Sciences; Clinical and Translational Science Institute, Boston University; King's College London; Vanderbilt University; McMaster University; Northwestern University; York University; University of Texas Health Science Center at San Antonio; University of Pennsylvania; Brown University","keywords":"Mentorship; Capacity building; Coursework; Globe; Promotion (chess); Medical education; Health science; Inclusion (mineral); Engineering management; Computer science; Medicine; Knowledge management; Engineering; Library science; Political science; Psychology","score_opus":0.2593578772100948,"score_gpt":0.5882524758308137,"score_spread":0.32889459862071896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361006007","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":[0.00024332706,0.98951715,0.000106777,0.0011827442,0.00013121366,0.008500458,0.000105886465,0.000063689266,0.00014873667],"genre_scores_gemma":[0.0023299123,0.9941066,0.0014263474,0.00022056991,0.000022554506,0.0015684052,0.00029353122,0.000018115767,0.000013947512],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99526775,0.0003766971,0.0019784204,0.0004534057,0.0013830648,0.00054066215],"domain_scores_gemma":[0.9941649,0.0009549268,0.0016187796,0.0019591285,0.0010523485,0.00024995935],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011408751,0.00025415403,0.0011752431,0.00060066517,0.0013476035,0.00019570996,0.0013909384,0.00004944644,0.000014089906],"category_scores_gemma":[0.001697563,0.00017120529,0.00019089776,0.0059520938,0.001966911,0.00055012584,0.00060449383,0.00025540922,0.000012186395],"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":[8.45348e-7,0.000048836973,0.000092871414,0.70762503,0.000043566797,3.1340556e-7,0.00048001562,1.1510254e-8,0.000020801483,0.008602841,0.00014911882,0.28293574],"study_design_scores_gemma":[0.00030919013,0.00015876396,0.0006609147,0.94419295,0.003311027,0.00022071267,0.007552256,0.000093926836,0.000027398166,0.00036832484,0.042685155,0.00041936093],"about_ca_topic_score_codex":0.00026495004,"about_ca_topic_score_gemma":0.00012393188,"teacher_disagreement_score":0.28251636,"about_ca_system_score_codex":0.0006510714,"about_ca_system_score_gemma":0.0023094867,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W4362561024","doi":"10.1177/17151635231166360","title":"Laying the groundwork for decolonization, Indigenization and reconciliation in pharmacy","year":2023,"lang":"en","type":"editorial","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Global Health and Surgery","field":"Medicine","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":"Indigenization; Decolonization; Pharmacy; History; Political science; Sociology; Anthropology; Law","score_opus":0.03532184207979473,"score_gpt":0.32173419635060835,"score_spread":0.28641235427081363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362561024","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":[0.0756929,0.0030312736,0.00012455355,0.0008690216,0.91636497,0.0020328015,0.0016624939,0.000055342665,0.00016664842],"genre_scores_gemma":[0.3826688,0.049097516,0.00013422364,0.004537183,0.55906177,0.00025917796,0.0024088933,0.0002834448,0.0015489915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624425,0.00021561811,0.0010098092,0.00050502905,0.00067434006,0.0013509312],"domain_scores_gemma":[0.99435085,0.0015398839,0.0004982856,0.00020821918,0.0014907934,0.0019119825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021785004,0.00044106692,0.0006297583,0.0006607224,0.0012109067,0.00023943998,0.0003195378,0.0002568021,0.0000671828],"category_scores_gemma":[0.0041495804,0.0004138401,0.00013681437,0.0012219158,0.00011465538,0.00026503706,0.00003179409,0.0014218692,0.0000060025436],"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":[0.000247135,0.000014983516,0.005935985,0.00070567953,0.00010625272,0.0057835937,0.0005590587,0.0001717543,0.000011978511,0.000006070268,0.959515,0.026942508],"study_design_scores_gemma":[0.0033959297,0.00004185995,0.00009133922,0.00015332816,0.00027448667,0.019464249,0.000024009252,0.0026308114,0.000021663704,0.00006217496,0.9733937,0.0004464835],"about_ca_topic_score_codex":0.049031023,"about_ca_topic_score_gemma":0.3190694,"teacher_disagreement_score":0.35730317,"about_ca_system_score_codex":0.005979396,"about_ca_system_score_gemma":0.021500193,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W4365451685","doi":"10.1186/s12909-023-04176-6","title":"Evaluating a research training programme for frontline health workers in conflict-affected and fragile settings in the middle east","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre","keywords":"Mentorship; Medical education; Qualitative research; Program evaluation; Capacity building; Qualitative property; Medicine; Psychology; Political science; Sociology; Computer science","score_opus":0.4896510814881905,"score_gpt":0.5390159881953523,"score_spread":0.04936490670716187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365451685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570777,0.0008429375,0.000054317752,0.03961173,0.00024450262,0.001974377,0.0000024930644,0.000041255164,0.00015071718],"genre_scores_gemma":[0.98920864,0.00007008407,0.0026988576,0.0059367153,0.00040723832,0.0012045518,0.00026634536,0.000016332235,0.00019123117],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99716693,0.000634672,0.00044171963,0.00026542912,0.00076308905,0.0007281568],"domain_scores_gemma":[0.9972838,0.0019152828,0.00007013231,0.00014767492,0.00012981237,0.00045330403],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015493289,0.00008191813,0.00024792447,0.00027499025,0.00013564191,0.000019280229,0.00007695418,0.000115787894,0.000031309435],"category_scores_gemma":[0.022730941,0.00006054019,0.000029877387,0.0010612191,0.000090748144,0.00003242492,0.00001931732,0.00045785846,0.000008379793],"study_design_candidate":"observational","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":[0.000444264,0.00063607015,0.1345125,0.0024850506,0.00000645872,0.000006721606,0.054202605,0.0000044873927,0.0000146565135,0.00021170052,0.05433611,0.7531394],"study_design_scores_gemma":[0.0052931984,0.000985468,0.63766104,0.00558508,0.000011663328,0.000054322813,0.26931915,0.058416877,0.0000013657609,0.0005721275,0.021932887,0.00016685334],"about_ca_topic_score_codex":0.0013902505,"about_ca_topic_score_gemma":0.0015547952,"teacher_disagreement_score":0.75297254,"about_ca_system_score_codex":0.00015885965,"about_ca_system_score_gemma":0.008229622,"threshold_uncertainty_score":0.9973928},"labels":[],"label_agreement":null},{"id":"W4365455498","doi":"10.3389/fpubh.2023.1144716","title":"Evaluation of a virtual, simulated international public health peer-to-peer exchange learning experience","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Institute of Indigenous Peoples' Health; University of Canberra","keywords":"Medical education; Public health; Global health; Modalities; Session (web analytics); Public relations; Psychology; Medicine; Knowledge management; Computer science; Political science; Sociology; Nursing","score_opus":0.13188411143746992,"score_gpt":0.4114897781562085,"score_spread":0.2796056667187386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365455498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6547013,0.00072281633,0.006302018,0.32867107,0.005253791,0.0017427689,0.00004859583,0.00030944214,0.0022482066],"genre_scores_gemma":[0.9873155,0.00039988765,0.0010486236,0.008561224,0.00018666453,0.000102759346,0.0005598872,0.000033046967,0.0017924306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925309,0.0010279815,0.0010769786,0.0005291346,0.0034247683,0.0014102566],"domain_scores_gemma":[0.99579126,0.000109500324,0.0003550023,0.00035039283,0.0019681426,0.0014256982],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02351332,0.0001966779,0.00064735074,0.0016748876,0.00017909467,0.000049167935,0.00024354029,0.00014217687,0.00023819951],"category_scores_gemma":[0.010050598,0.00020107988,0.00008673302,0.0026871532,0.000073011186,0.00031919585,0.00010389738,0.0004625098,0.000050997503],"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":[0.00008082874,0.00029891334,0.16668531,0.00021498495,0.00005510604,0.00000946089,0.018484917,0.0007160124,0.0000038439816,0.0002276857,0.27898467,0.5342383],"study_design_scores_gemma":[0.002410424,0.0006354578,0.15764691,0.00019508571,0.0000058803944,0.000010301089,0.0126742,0.12411709,0.000002124709,0.00010057926,0.70200735,0.00019462382],"about_ca_topic_score_codex":0.0007906701,"about_ca_topic_score_gemma":0.00006106304,"teacher_disagreement_score":0.53404367,"about_ca_system_score_codex":0.0022580996,"about_ca_system_score_gemma":0.0062443106,"threshold_uncertainty_score":0.99938935},"labels":[],"label_agreement":null},{"id":"W4366590051","doi":"10.3390/surgeries4020019","title":"The Evaluation of a Surgical Task-Sharing Program in South Sudan","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Global Health and Surgery","field":"Medicine","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; Vancouver General Hospital","funders":"","keywords":"Logbook; Medicine; Workforce; Teamwork; Health care; Task force; Medical education; Task (project management); Nursing; Family medicine","score_opus":0.07253874212784997,"score_gpt":0.3875649267327988,"score_spread":0.3150261846049488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366590051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953966,0.00051927095,1.9717992e-7,0.0010023081,0.00025661162,0.0004379975,0.0000047244034,0.00009086205,0.0022913846],"genre_scores_gemma":[0.999356,0.00013368989,0.00000877679,0.000024373643,0.000050285096,0.00012058549,0.000034643952,0.000007839172,0.00026382014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862474,0.000088451605,0.0003149048,0.00013560205,0.00048293138,0.0003533966],"domain_scores_gemma":[0.99925625,0.0002562503,0.0000611707,0.00019006117,0.00014976553,0.00008651773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003213388,0.000068020236,0.00020826068,0.000103949875,0.000071318136,0.000012082939,0.000041298972,0.00004853971,0.000029208775],"category_scores_gemma":[0.00054482947,0.000045496854,0.000072329574,0.00064355053,0.000091046386,0.000033413176,0.00003167116,0.00009480648,0.00002642764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000414236,0.00007695644,0.8696502,0.00016428113,0.000018281491,0.000079444464,0.0014065846,0.000014004673,0.000024978945,0.0009409256,0.0018580324,0.12535211],"study_design_scores_gemma":[0.0012948276,0.00012622893,0.8957102,0.00023554951,0.00003960357,0.00001860846,0.0026059344,0.0035494508,0.00019488888,0.0012804442,0.09481823,0.00012603521],"about_ca_topic_score_codex":0.00008218182,"about_ca_topic_score_gemma":0.00008447653,"teacher_disagreement_score":0.12522607,"about_ca_system_score_codex":0.00003985893,"about_ca_system_score_gemma":0.0002592329,"threshold_uncertainty_score":0.18553078},"labels":[],"label_agreement":null},{"id":"W4366591215","doi":"10.1136/bmjopen-2021-051248","title":"Assessing the inclusion of children’s surgical care in National Surgical, Obstetric and Anaesthesia Plans: a policy content analysis","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"Studienstiftung des Deutschen Volkes","keywords":"Medicine; Inclusion (mineral); Content analysis; Health care; Nursing; Tanzania","score_opus":0.1137581792358487,"score_gpt":0.4545254891586804,"score_spread":0.3407673099228317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366591215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895436,0.0005414611,3.3844006e-7,0.0041420497,0.00002320305,0.001517888,0.000032604337,0.00001305574,0.004185812],"genre_scores_gemma":[0.999012,0.00017872074,0.000023495288,0.00038891227,0.00006180669,0.00008094159,0.00017236556,0.000005825183,0.00007596134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847883,0.00018806348,0.00040437313,0.00018879514,0.00050660636,0.0002333341],"domain_scores_gemma":[0.9990753,0.000387518,0.0001105271,0.00017103687,0.0001279925,0.00012760899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014604991,0.00008656387,0.0004208895,0.0005610639,0.00015727725,0.000044501317,0.0001425096,0.000070529095,0.00001884695],"category_scores_gemma":[0.00048307885,0.00005497519,0.000089267676,0.0025704978,0.0000513148,0.00009281817,0.0004823665,0.00011419044,0.000004621733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026779456,0.00004730684,0.9886564,0.000070883354,0.000073377356,0.0002903244,0.0006110616,0.00003680089,0.0000030776025,0.00089765905,0.00033132164,0.008713997],"study_design_scores_gemma":[0.0015847123,0.00006564203,0.99425983,0.00015066793,0.00005380628,0.00008891831,0.001152782,0.0005352807,0.0000063323423,0.00004613244,0.001989101,0.000066781104],"about_ca_topic_score_codex":0.0033874346,"about_ca_topic_score_gemma":0.00035905445,"teacher_disagreement_score":0.009468384,"about_ca_system_score_codex":0.00012451029,"about_ca_system_score_gemma":0.0006136784,"threshold_uncertainty_score":0.5120811},"labels":[],"label_agreement":null},{"id":"W4366606875","doi":"10.1016/j.xjep.2023.100638","title":"The innovative development of a virtual global classroom: An interprofessional partnership for advanced-level nursing education","year":2023,"lang":"en","type":"article","venue":"Journal of Interprofessional Education & Practice","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Nurse education; General partnership; Competence (human resources); Nursing; Core competency; Medical education; Curriculum; Medicine; Psychology; Pedagogy; Political science","score_opus":0.06540627302396151,"score_gpt":0.4905111819583049,"score_spread":0.4251049089343434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366606875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622269,0.0005028675,0.0025266916,0.024844406,0.007100151,0.0005583258,0.000010650024,0.000021382508,0.0022085875],"genre_scores_gemma":[0.9688792,0.00004978857,0.02484627,0.0035428002,0.00070455763,0.000095901836,0.00010208236,0.000020432724,0.0017589723],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9969345,0.0003299843,0.0013899584,0.00021001983,0.0007721725,0.00036339692],"domain_scores_gemma":[0.9923665,0.0017274205,0.0017037987,0.00021247199,0.0036481346,0.00034167513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026837192,0.0001880809,0.0003511836,0.0002617375,0.0003975343,0.000028785984,0.00023818146,0.0001390286,0.000028728611],"category_scores_gemma":[0.005088496,0.00012648638,0.00012579894,0.0009225874,0.0001244852,0.0008388122,0.00004537779,0.0005344901,0.000018298972],"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":[0.05290504,0.0053800377,0.016885905,0.00022650938,0.00022038724,0.000004413644,0.0063263453,0.000008224263,0.0022937714,0.023568323,0.075408034,0.816773],"study_design_scores_gemma":[0.0034248766,0.0023251488,0.35919896,0.017907357,0.00027347318,0.0012787053,0.47993276,0.00036946678,0.0017902697,0.012577677,0.12036287,0.0005584401],"about_ca_topic_score_codex":0.000014624493,"about_ca_topic_score_gemma":0.000012979677,"teacher_disagreement_score":0.81621456,"about_ca_system_score_codex":0.0008672872,"about_ca_system_score_gemma":0.05561248,"threshold_uncertainty_score":0.9497413},"labels":[],"label_agreement":null},{"id":"W4375949078","doi":"10.1136/bmj.p885","title":"“Global health and science information sharing doesn’t look good”: advice to governments must be more coordinated and agile, says chief scientist","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"Advice (programming); Agile software development; Editor in chief; Information sharing; Public relations; Management; Political science; Business; Computer science; Law; Economics","score_opus":0.015719229272451788,"score_gpt":0.34504728557851877,"score_spread":0.329328056306067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375949078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96493936,0.000118192555,0.000033886343,0.019136136,0.00047759348,0.0008131922,0.00012454242,0.00014184786,0.01421527],"genre_scores_gemma":[0.977772,0.000067373345,0.00033692364,0.02094737,0.00006433458,0.00002320371,0.000072679606,0.00000607869,0.00071001495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820465,0.000012616897,0.00032870742,0.00027602847,0.0006075315,0.0005704491],"domain_scores_gemma":[0.9986908,0.000021402551,0.00010172969,0.00020833606,0.000096900316,0.0008808624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011574219,0.00011140812,0.00020124881,0.0001542765,0.00036828415,0.000090924426,0.0000916507,0.000040738465,0.000009812226],"category_scores_gemma":[0.00040864898,0.000099091696,0.000016934911,0.0014235362,0.00015875352,0.00041001075,0.00024037609,0.000076902914,0.00005103967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035686593,0.00008009296,0.6704507,0.0011894841,0.000019366187,0.000059433754,0.0017058754,0.000035880203,0.00011202475,0.0042763394,0.2757572,0.045956757],"study_design_scores_gemma":[0.0009631685,0.00018116084,0.9513653,0.00027037234,0.000008074804,0.00009631387,0.0013708277,0.0030844007,0.000014619927,0.00004510679,0.04247223,0.00012844738],"about_ca_topic_score_codex":0.00083139824,"about_ca_topic_score_gemma":0.00007822584,"teacher_disagreement_score":0.28091457,"about_ca_system_score_codex":0.0003729351,"about_ca_system_score_gemma":0.00060219824,"threshold_uncertainty_score":0.4040842},"labels":[],"label_agreement":null},{"id":"W4376642919","doi":"10.1007/s00268-023-07029-x","title":"Are LMICs Achieving the Lancet Commission Global Benchmark for Surgical Volumes? A Systematic Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba; Manitoba Health","funders":"Karolinska Institutet","keywords":"Medicine; Gross domestic product; Per capita; Population; Laparotomy; Surgery; General surgery; Environmental health; Economic growth","score_opus":0.17716761164767975,"score_gpt":0.42401552487449684,"score_spread":0.2468479132268171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376642919","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":[0.0000059600115,0.9918584,0.000008698056,0.003278216,0.0020589936,0.0022263348,0.00013357804,0.00004185187,0.0003879208],"genre_scores_gemma":[0.000008521297,0.9948736,0.000050069797,0.001575183,0.002206273,0.00010496466,0.0000647061,0.00006533827,0.0010513372],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99267054,0.0010189301,0.0041872985,0.00029695666,0.0009644541,0.0008618439],"domain_scores_gemma":[0.9843422,0.007797528,0.0059351646,0.00074552756,0.0005216996,0.0006578884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011512569,0.0005580433,0.010970634,0.00038429894,0.00022615967,0.000062724226,0.00043954933,0.00024653843,0.00004949147],"category_scores_gemma":[0.006672735,0.00029476814,0.0039885873,0.0017047295,0.00007264957,0.000084417436,0.000097966426,0.0011571056,0.00004970927],"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":[0.000064720596,0.000044739747,0.00033263897,0.6890682,0.00033692046,0.0008616641,0.00000183878,7.629866e-8,9.0938423e-10,0.00003532081,0.27718255,0.032071296],"study_design_scores_gemma":[0.00014607476,0.00001342162,0.000055579585,0.49227762,0.0028093613,0.0025382414,0.000009234453,0.0000015637874,1.3839175e-9,0.00001522791,0.50200826,0.00012538677],"about_ca_topic_score_codex":0.000004755701,"about_ca_topic_score_gemma":0.000008511499,"teacher_disagreement_score":0.22482572,"about_ca_system_score_codex":0.00057421485,"about_ca_system_score_gemma":0.0016006655,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W4376891751","doi":"10.3389/fpubh.2023.1168805","title":"From research to a political commitment to strengthen access to surgical, obstetric, and anesthesia care in Africa by 2030","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Royal College of Surgeons of England; Royal College of Surgeons in Ireland; McGill University; Fogarty International Center; Harvard University","keywords":"Declaration; Summit; Medicine; Economic growth; Health care; Politics; Action plan; Population; Public administration; Political science; Environmental health; Law; Management; Geography","score_opus":0.1323617344164113,"score_gpt":0.4118643639026942,"score_spread":0.2795026294862829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376891751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68554634,0.0019539108,0.00004669578,0.30838463,0.00041485674,0.0019986997,0.00015487049,0.00008547924,0.001414513],"genre_scores_gemma":[0.9834473,0.0003167974,0.0019761901,0.013161982,0.00017372561,0.0003444944,0.00019081029,0.000034775243,0.00035392505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946665,0.000658383,0.00062597246,0.0006616614,0.0008606321,0.0025268458],"domain_scores_gemma":[0.9943674,0.000607612,0.000030627943,0.00046992808,0.000170638,0.0043537947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026380462,0.0001896034,0.0007016202,0.0018546905,0.00013654621,0.00011624625,0.00031163133,0.00016149059,0.00003232224],"category_scores_gemma":[0.0013440936,0.00017779933,0.0000378376,0.0044425046,0.000054710417,0.00010614617,0.00023849889,0.0005145294,0.000070763366],"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":[0.00021278248,0.00014138891,0.15064745,0.00014585047,0.000006995921,0.00041003,0.0040807836,0.0000022515887,2.3643908e-7,0.00019245423,0.78845996,0.055699803],"study_design_scores_gemma":[0.0009418427,0.00058885856,0.1327512,0.00016608517,0.0000014465744,0.00000818348,0.009767099,0.000069429574,0.0000014327717,0.00014888402,0.8554158,0.00013973252],"about_ca_topic_score_codex":0.008911938,"about_ca_topic_score_gemma":0.00035581592,"teacher_disagreement_score":0.29790097,"about_ca_system_score_codex":0.0020061918,"about_ca_system_score_gemma":0.0015138604,"threshold_uncertainty_score":0.9976878},"labels":[],"label_agreement":null},{"id":"W4378650048","doi":"10.21203/rs.3.rs-2967956/v1","title":"Essential Surgery Delivery in the Northern Kivu Province of the Democratic Republic of the Congo","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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","funders":"International Development Research Centre","keywords":"Medicine; Referral; Perioperative; Psychological intervention; Workforce; Univariate analysis; Health care; Emergency medicine; Family medicine; Multivariate analysis; Surgery; Nursing; Internal medicine","score_opus":0.0868945767801624,"score_gpt":0.38958313597087446,"score_spread":0.3026885591907121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378650048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813389,0.0009509652,0.000002726075,0.013453148,0.00062119233,0.0027122411,0.00011430192,0.000023827402,0.00078267057],"genre_scores_gemma":[0.99767613,0.00042088836,0.0000047940703,0.00022218854,0.00020522017,0.00017206253,0.00004245793,0.000033542303,0.0012227383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928811,0.002419668,0.00092989794,0.00045699326,0.002475997,0.00083632406],"domain_scores_gemma":[0.9925828,0.0037476132,0.00036397344,0.0020602862,0.0010948494,0.00015050842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008448182,0.00021294323,0.000683162,0.00034393268,0.00020548518,0.000034666642,0.0009542682,0.00031520933,0.000038800084],"category_scores_gemma":[0.0067390697,0.00010225319,0.0005476754,0.0014323705,0.0006328932,0.0000386878,0.0012214328,0.0021710247,0.0000154487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045329577,0.00048245882,0.9387678,0.011554346,0.00010414157,0.00016790039,0.000887592,0.00010561036,0.00015308922,0.00030406573,0.043508645,0.003511053],"study_design_scores_gemma":[0.00036564222,0.00008931983,0.98887485,0.0051377844,0.000042230873,0.000024170988,0.0013194127,0.00039410105,0.00041862996,0.0017062149,0.0014890203,0.00013861243],"about_ca_topic_score_codex":0.0057870634,"about_ca_topic_score_gemma":0.006549532,"teacher_disagreement_score":0.05010706,"about_ca_system_score_codex":0.00023507423,"about_ca_system_score_gemma":0.00718821,"threshold_uncertainty_score":0.9984401},"labels":[],"label_agreement":null},{"id":"W4379336010","doi":"10.1200/jco.2023.41.16_suppl.e18512","title":"UK cancer healthcare professionals collaborating with colleagues in low- and middle-income counties: Mapping the extent and nature of partnerships.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Medicine; Government (linguistics); Health care; Family medicine; Promotion (chess); Nursing; Economic growth; Political science; Politics","score_opus":0.20317889068253464,"score_gpt":0.5015848647094507,"score_spread":0.2984059740269161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379336010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144272,0.0074891755,7.1238765e-7,0.07702286,0.000662495,0.00029724243,0.000010182519,0.0000044170183,0.000085715794],"genre_scores_gemma":[0.9867676,0.005328686,0.00024882797,0.0071159247,0.0003684702,0.000010552955,0.0000014652052,0.000007647688,0.000150831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706084,0.0004998592,0.0016586048,0.00014301477,0.00035925343,0.0002784414],"domain_scores_gemma":[0.993791,0.0039791474,0.0011601679,0.00009418591,0.0006736511,0.0003018813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006012224,0.0000978335,0.0011040592,0.0001353896,0.00007296606,0.0000056429617,0.00006447711,0.00036689977,0.000010849566],"category_scores_gemma":[0.0029497622,0.000050903967,0.000066777255,0.0005268745,0.0002460897,0.000053457014,0.000043197706,0.001166723,4.8504506e-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":[0.0036954647,0.0001715393,0.986627,0.0011304975,0.00009670331,0.00040384106,0.0007110276,0.0000060779275,0.0000065421896,0.00029159634,0.0022541222,0.004605606],"study_design_scores_gemma":[0.0035283666,0.0021971443,0.97521794,0.005714819,0.000045116474,0.00012533144,0.0069800485,0.00013671648,0.000006662747,0.00024736542,0.0057382374,0.00006227522],"about_ca_topic_score_codex":0.00006853715,"about_ca_topic_score_gemma":0.0006822419,"teacher_disagreement_score":0.07234039,"about_ca_system_score_codex":0.00009006818,"about_ca_system_score_gemma":0.003315566,"threshold_uncertainty_score":0.5881672},"labels":[],"label_agreement":null},{"id":"W4379508529","doi":"10.1007/s00467-023-06022-9","title":"Lessons learned from regional training of paediatric nephrology fellows in Africa","year":2023,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital","funders":"University of Cape Town; International Society of Nephrology","keywords":"Medicine; Nephrology; Peritoneal dialysis; Subspecialty; Workforce; Kidney disease; Family medicine; Internal medicine; Medical education","score_opus":0.11231588086593719,"score_gpt":0.328525179166521,"score_spread":0.21620929830058383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379508529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761718,0.0026621066,0.000032705895,0.019028232,0.00045211223,0.00029298675,0.000044979828,0.00014936936,0.0011657336],"genre_scores_gemma":[0.98886913,0.004736465,0.00042034945,0.004106271,0.0013763402,0.000054682074,0.00015189007,0.000031989162,0.00025288668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699676,0.0002605743,0.0007598823,0.0005387236,0.00030813983,0.0011359106],"domain_scores_gemma":[0.99753475,0.0014729616,0.00022910496,0.00035468285,0.000084008265,0.000324506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009077111,0.00022298093,0.0008576018,0.0011276427,0.000061012684,0.0000035551757,0.00017002673,0.00045070954,0.00025918154],"category_scores_gemma":[0.00045344332,0.00021900407,0.00019086215,0.0023434712,0.00012863347,0.00004982671,0.00009408466,0.0005234887,0.00029948147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037421433,0.00068425405,0.6812703,0.00035969776,0.00016182424,0.0019109186,0.005022866,0.00036651007,0.002497317,0.002254825,0.25492918,0.04680013],"study_design_scores_gemma":[0.0045114616,0.00068097975,0.8196587,0.000010546228,0.0002915584,0.00008219002,0.00063148834,0.0013833948,0.000008888479,0.012175598,0.16022582,0.0003393702],"about_ca_topic_score_codex":0.00043650065,"about_ca_topic_score_gemma":0.00010606067,"teacher_disagreement_score":0.13838838,"about_ca_system_score_codex":0.00006105246,"about_ca_system_score_gemma":0.00067062385,"threshold_uncertainty_score":0.89307266},"labels":[],"label_agreement":null},{"id":"W4379792757","doi":"10.2196/41836","title":"Perceptions of Global Health Engagements in Relation to the COVID-19 Pandemic Among Health Care Workers and Administrators in Western Kenya: Protocol for a Multistage Qualitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Health and Surgery","field":"Medicine","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":"Northern Illinois University","keywords":"Qualitative research; Health care; Kenya; Public health; Global health; Nursing; Pandemic; Medicine; Referral; Economic growth; Political science; Sociology; Coronavirus disease 2019 (COVID-19); Disease","score_opus":0.46659070261481,"score_gpt":0.6869026147936944,"score_spread":0.2203119121788844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379792757","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":[0.31208885,0.0000015077763,0.000027681352,0.0030385016,0.0000034493532,0.6846824,0.00010388656,0.000034561366,0.000019124247],"genre_scores_gemma":[0.32222062,3.69031e-7,0.00006755214,0.00032754813,0.000018373166,0.67727077,0.000022607983,0.000011639348,0.00006049627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99356866,0.0033503629,0.00088626787,0.00048027327,0.0008006641,0.0009137667],"domain_scores_gemma":[0.9977259,0.0008053966,0.0001789039,0.00034404313,0.00019748905,0.0007482741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011943976,0.00015812325,0.00045647292,0.00036343874,0.0003521938,0.000032983455,0.00015277103,0.000090989386,0.000008781879],"category_scores_gemma":[0.001313892,0.000121717465,0.000047930083,0.0018680164,0.00014867028,0.00008942211,0.0001280166,0.00058848935,0.000008362381],"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":[0.0025506325,0.0005592772,0.8922208,0.00349927,0.000007558397,0.000013448096,0.09477495,0.000014890529,0.0000012806029,0.000022861068,0.0040314696,0.002303577],"study_design_scores_gemma":[0.0060158675,0.0045178067,0.8029454,0.0014792419,5.4010656e-7,0.0000015122996,0.1737651,0.000024940355,1.8565382e-7,0.00003800016,0.011142147,0.00006931603],"about_ca_topic_score_codex":0.004108068,"about_ca_topic_score_gemma":0.029682811,"teacher_disagreement_score":0.08927544,"about_ca_system_score_codex":0.0020242822,"about_ca_system_score_gemma":0.0035842825,"threshold_uncertainty_score":0.9880229},"labels":[],"label_agreement":null},{"id":"W4380369372","doi":"10.1016/j.jss.2023.05.011","title":"Hospital Detention for the Inability to Pay: A Qualitative Study of Patient Experiences in Cameroon","year":2023,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"African Population and Health Research Center; International Development Research Centre","keywords":"Shame; Thematic analysis; Medicine; Poverty; Loneliness; Qualitative research; Population; Focus group; Stigma (botany); Health care; Informed consent; Nursing; Family medicine; Psychiatry; Economic growth; Psychology; Business; Environmental health; Sociology; Alternative medicine; Social psychology","score_opus":0.16374006325745963,"score_gpt":0.5424182317616416,"score_spread":0.378678168504182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380369372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992423,0.00012698687,0.0000073618457,0.0062290113,0.00017304454,0.0010009755,0.0000021374778,0.0000026142925,0.00003486657],"genre_scores_gemma":[0.9996591,0.00008194545,0.000022310789,0.000019357629,0.000060463542,0.00011632918,5.0208564e-7,0.0000038710978,0.000036076588],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970549,0.0006296695,0.00063591654,0.0001171362,0.0011984947,0.00036389098],"domain_scores_gemma":[0.99492687,0.0036262944,0.00010956279,0.00011930417,0.0009752239,0.00024276186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009367061,0.00005293075,0.0003004561,0.00030137127,0.00007596168,0.0000095850055,0.00009978851,0.000036774793,0.000022919083],"category_scores_gemma":[0.0036571254,0.000025864125,0.00010698301,0.0010959306,0.00009929303,0.000053500782,0.000058208796,0.00035848402,0.0000037406157],"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":[0.017524632,0.0060280166,0.18579455,0.0003807686,0.00010322097,0.0009880053,0.6568961,0.00006379101,0.00009598436,0.00019440212,0.0074160392,0.12451449],"study_design_scores_gemma":[0.0017342555,0.012629502,0.12842551,0.00013436149,0.0000061563005,0.000010889512,0.85365665,0.00008152057,0.000081374266,0.00046066934,0.0027403599,0.000038723567],"about_ca_topic_score_codex":0.00030730126,"about_ca_topic_score_gemma":0.000044772747,"teacher_disagreement_score":0.19676058,"about_ca_system_score_codex":0.00013632109,"about_ca_system_score_gemma":0.00027970632,"threshold_uncertainty_score":0.4378185},"labels":[],"label_agreement":null},{"id":"W4380879926","doi":"10.21428/3d48c34a.a089d34e","title":"Funders: the missing link in equitable global health research?","year":2023,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Link (geometry); Political science; Computer science; Computer network","score_opus":0.304341071282579,"score_gpt":0.5131781808406998,"score_spread":0.2088371095581208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380879926","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":[0.07310962,0.0025304265,0.00013861363,0.7610482,0.0004563608,0.0007190819,0.000006823417,0.00024954486,0.16174135],"genre_scores_gemma":[0.97013927,0.00040368337,0.00021841338,0.023981538,0.0002779725,0.000013608312,0.000018153049,0.000009486964,0.004937903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975185,0.00022015051,0.00027224276,0.00018920675,0.00048331244,0.0013166253],"domain_scores_gemma":[0.99888945,0.00034947254,0.0000214794,0.00027443087,0.000072124516,0.00039302127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058805253,0.000066762404,0.0001947061,0.0001127787,0.00025709005,0.000027115933,0.000084377505,0.00006073519,0.00012865495],"category_scores_gemma":[0.0005579588,0.000041903317,0.0000406019,0.0017302015,0.00007239994,0.000043227246,0.000090081725,0.00031261286,0.0005838025],"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":[0.00016728147,0.00006637518,0.039175965,0.00031466453,0.000008861155,0.00015754596,0.00027438998,0.0000112956695,0.000016653552,0.017124573,0.7055681,0.23711431],"study_design_scores_gemma":[0.0022531024,0.00063711277,0.45177168,0.00085163745,0.000006084785,0.00011225062,0.008267895,0.0051825377,0.000026484462,0.05508922,0.47559792,0.00020409205],"about_ca_topic_score_codex":0.003466093,"about_ca_topic_score_gemma":0.00073214265,"teacher_disagreement_score":0.89702964,"about_ca_system_score_codex":0.00043908803,"about_ca_system_score_gemma":0.0012458961,"threshold_uncertainty_score":0.7503795},"labels":[],"label_agreement":null},{"id":"W4381164830","doi":"10.1186/s12961-023-01007-4","title":"The Cameroon Health Research and Evidence Database (CAMHRED): tools and methods for local evidence mapping","year":2023,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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; Ontario HIV Treatment Network; Université de Sherbrooke; Impact; University of Toronto","funders":"","keywords":"Knowledge translation; Health services research; Local language; Health policy; Evidence-based practice; Evidence-based medicine; MEDLINE; Global health; Public health; Computer science; Medicine; Data science; Political science; Knowledge management; Alternative medicine; Nursing","score_opus":0.8320321323942833,"score_gpt":0.6817075964494509,"score_spread":0.15032453594483242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381164830","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":[0.06699242,0.50280803,0.0075913356,0.40856552,0.00061237137,0.0127579635,0.00024354344,0.00019121412,0.00023758851],"genre_scores_gemma":[0.60832936,0.37770396,0.0018469702,0.004725049,0.0017376434,0.0018592295,0.000051133,0.00007543281,0.0036712114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864113,0.006879051,0.0010384684,0.0008441494,0.0014798375,0.0033472],"domain_scores_gemma":[0.94949585,0.04559408,0.00017496114,0.0008198444,0.001074742,0.0028404943],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11823162,0.00021184603,0.0007673787,0.00090580026,0.0034669796,0.0003845507,0.00021740257,0.00015191639,0.0000013164719],"category_scores_gemma":[0.03826144,0.00014838098,0.0000439688,0.0022261722,0.0011373458,0.00033611266,0.0004296357,0.0011841872,0.000016353873],"study_design_candidate":"not_applicable","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":[0.0014871691,0.000056114593,0.004019071,0.043473378,0.000042761454,0.000044548273,0.0032151479,0.0000019651973,0.0002085101,0.030483348,0.14196342,0.77500457],"study_design_scores_gemma":[0.0027522794,0.008253452,0.055767186,0.046238184,0.000011043744,0.000965637,0.03577247,0.049608357,0.000040013598,0.0045872773,0.7954702,0.00053391006],"about_ca_topic_score_codex":0.02774804,"about_ca_topic_score_gemma":0.0005226846,"teacher_disagreement_score":0.7744706,"about_ca_system_score_codex":0.0007105866,"about_ca_system_score_gemma":0.0062295427,"threshold_uncertainty_score":0.9994042},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4381682871","doi":"10.7759/cureus.40761","title":"Laparoscopy in Low- and Middle-Income Countries: A Survey Study","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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; McGill University Health Centre; University of Toronto","funders":"","keywords":"Medicine; Laparoscopic surgery; Health care; Curriculum; Medical education; Nursing; Laparoscopy; Surgery; Psychology","score_opus":0.04433130235882431,"score_gpt":0.34743916649606665,"score_spread":0.30310786413724233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381682871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767363,0.00067415583,4.0455777e-7,0.00027228586,0.0003545211,0.0004212821,0.000026753576,0.00007406682,0.00050292315],"genre_scores_gemma":[0.99862945,0.0003199421,0.000007707226,0.0004589388,0.000050192924,0.00002316788,0.000022155142,0.0000106261905,0.0004778373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894494,0.00008475276,0.00023355054,0.00019345364,0.00018393355,0.00035939208],"domain_scores_gemma":[0.999274,0.00024653214,0.000027711412,0.0001990525,0.000052251744,0.00020042779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010789834,0.00009123542,0.00028148232,0.00008860538,0.000040844654,0.000011579767,0.000041455252,0.000059440677,0.00004672583],"category_scores_gemma":[0.00040098475,0.000078685705,0.0000171337,0.00044087847,0.000032672695,0.00003910464,0.000036808302,0.000112749745,0.00017890315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018970369,0.000104841885,0.997694,0.0002612634,0.000009506367,0.00021087173,0.0004408221,4.911963e-7,0.0000022410643,0.000018667159,0.0010426237,0.000024935425],"study_design_scores_gemma":[0.00093170645,0.00023576221,0.99700516,0.00029408294,0.000007563906,0.0000071538107,0.00043679128,0.00007006453,0.000009008818,0.000032649812,0.00090170983,0.000068331225],"about_ca_topic_score_codex":0.00176522,"about_ca_topic_score_gemma":0.0026714052,"teacher_disagreement_score":0.00095582544,"about_ca_system_score_codex":0.000060153965,"about_ca_system_score_gemma":0.00012790924,"threshold_uncertainty_score":0.320871},"labels":[],"label_agreement":null},{"id":"W4382297397","doi":"10.36834/cmej.77029","title":"Embracing Global Health in medical education: innovative ideas to achieve equity transnationally","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Equity (law); Data science; Business; Computer science; World Wide Web; Political science","score_opus":0.022429610905662957,"score_gpt":0.4160261698683582,"score_spread":0.39359655896269524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382297397","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":[0.095141955,0.00060064375,0.00012430675,0.87587327,0.0053948527,0.0004544596,0.000029058643,0.00004242886,0.02233903],"genre_scores_gemma":[0.52812934,0.0001682447,0.00033887793,0.4684819,0.002086898,0.00004833815,0.00021176721,0.00001755594,0.00051710766],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9956637,0.00022325876,0.0009954708,0.00031149675,0.0017867252,0.0010193187],"domain_scores_gemma":[0.9755791,0.00010151337,0.0001394231,0.00018605497,0.0008625126,0.023131387],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041737314,0.00017967784,0.0004071289,0.0009317234,0.00028565762,0.000051214483,0.0002913688,0.0002888225,0.008079276],"category_scores_gemma":[0.023515759,0.0001749226,0.00007596499,0.003752827,0.00008948329,0.00013757838,0.00002985473,0.0010904225,0.00024045807],"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":[0.000084509156,0.00022902024,0.005374104,0.00007894961,0.000016342081,0.00012472727,0.0006653483,0.000003637602,3.490531e-7,0.023658803,0.533035,0.43672925],"study_design_scores_gemma":[0.0014496951,0.00032482203,0.50377405,0.0021156692,0.000011347777,0.00407189,0.0029115975,0.0002453839,6.413089e-7,0.022947712,0.46181872,0.00032846877],"about_ca_topic_score_codex":0.012484483,"about_ca_topic_score_gemma":0.0883108,"teacher_disagreement_score":0.5064129,"about_ca_system_score_codex":0.0035851602,"about_ca_system_score_gemma":0.5099981,"threshold_uncertainty_score":0.99409145},"labels":[],"label_agreement":null},{"id":"W4382345255","doi":"10.1007/s12630-023-02500-8","title":"Incorporating surgical and anesthesia care into universal health care: a national plan for the development of surgery in Madagascar","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"Université de Montréal","funders":"","keywords":"Medicine; Health care; Commission; Public health; Political science; Nursing; Business","score_opus":0.027381168361732752,"score_gpt":0.269132381463174,"score_spread":0.2417512131014412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382345255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801833,0.006052296,0.000006754024,0.01321294,0.0001439104,0.00033509967,0.0000075673192,0.000008124403,0.00004999869],"genre_scores_gemma":[0.9983448,0.00012463378,0.0008684359,0.00021180623,0.00033112927,0.0000066926823,0.000039231498,0.000036661764,0.000036623038],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99666643,0.00017281144,0.0013637895,0.00021214991,0.00067171064,0.00091309246],"domain_scores_gemma":[0.9952687,0.0006650953,0.00076630735,0.00013335283,0.0010817576,0.0020847924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034758626,0.00026298003,0.0008452607,0.0014249462,0.0006558173,0.000062771156,0.0002381043,0.00017048974,0.000011235263],"category_scores_gemma":[0.00030040136,0.00021002334,0.00023345108,0.000883803,0.00020817838,0.00017425885,0.000008404858,0.0005570181,0.0000016474651],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016548085,0.00005730145,0.3506011,0.0018308217,0.00023328236,0.53426343,0.048959628,0.00063498504,0.000008530435,0.001469875,0.0138185425,0.046467684],"study_design_scores_gemma":[0.001697493,0.0005691727,0.1306948,0.0009405813,0.000053352134,0.8025258,0.025145756,0.00007851628,0.000016543789,0.00015221024,0.037832584,0.00029313873],"about_ca_topic_score_codex":0.008238995,"about_ca_topic_score_gemma":0.061609082,"teacher_disagreement_score":0.26826242,"about_ca_system_score_codex":0.001976392,"about_ca_system_score_gemma":0.036551505,"threshold_uncertainty_score":0.9983652},"labels":[],"label_agreement":null},{"id":"W4382364366","doi":"10.1016/s0140-6736(23)01173-x","title":"Global surgery in the firing line? The case for social surgery","year":2023,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Denial; Medicine; Due diligence; Social determinants of health; Scopus; Political science; Poverty; Public health; Public relations; Business; Psychology; MEDLINE; Nursing; Finance","score_opus":0.1461112598793175,"score_gpt":0.37102504106577555,"score_spread":0.22491378118645805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382364366","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":[0.03362618,0.0010401331,0.000007985179,0.96037346,0.0024347664,0.00092068553,0.0006365592,0.00011505796,0.00084519916],"genre_scores_gemma":[0.06315431,0.00029880862,0.0000069923667,0.88727844,0.04779932,0.00032612408,0.00048162002,0.000054447093,0.0005999406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968273,0.00052000163,0.00061473675,0.0003294462,0.0004421265,0.0012663737],"domain_scores_gemma":[0.9886376,0.010181699,0.0002301898,0.00081800326,0.00007888716,0.000053579097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051490054,0.00031472952,0.0012526318,0.00008181489,0.0004345866,0.0000725904,0.0003878912,0.00048582675,0.00002208999],"category_scores_gemma":[0.0013083637,0.00014563125,0.000605755,0.0006455015,0.00015294296,0.000028989038,0.00007289761,0.0014343811,0.000072395604],"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":[0.00020998804,0.000014407035,0.0052267737,0.00073766836,0.000052078725,0.008126088,0.00016272467,0.0000012750346,6.077645e-8,0.00005143176,0.9803463,0.0050711627],"study_design_scores_gemma":[0.000319969,0.000013441137,0.011559688,0.00025743732,0.00011162758,0.0019334435,0.00017352948,0.000049794624,3.1095735e-7,0.0013154425,0.9840839,0.00018143792],"about_ca_topic_score_codex":0.0008868132,"about_ca_topic_score_gemma":0.0006764407,"teacher_disagreement_score":0.073094994,"about_ca_system_score_codex":0.00015359273,"about_ca_system_score_gemma":0.00050014973,"threshold_uncertainty_score":0.6231752},"labels":[],"label_agreement":null},{"id":"W4382501983","doi":"10.2196/43699","title":"Evaluating the Effectiveness of Interactive Virtual Patients for Medical Education in Zambia: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Likert scale; Randomized controlled trial; Medical education; The Internet; Bachelor; Medicine; Power point; Psychology; Computer science; Mathematics education; Internal medicine","score_opus":0.017151252709500103,"score_gpt":0.45229802822754467,"score_spread":0.4351467755180446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382501983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767931,0.00008595207,0.000055904773,0.003643595,0.0051134326,0.013443049,0.0000022688116,0.000029927774,0.0008327785],"genre_scores_gemma":[0.986153,0.000039971692,0.000029253333,0.0015859981,0.0005990346,0.0110584395,0.00028362803,0.000014681354,0.00023599912],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99492466,0.0021245787,0.0010603765,0.00025772405,0.0013350063,0.00029767863],"domain_scores_gemma":[0.9833169,0.015071331,0.00036630296,0.00021432382,0.00061363477,0.0004174852],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015345692,0.00014076529,0.0011064846,0.00025467685,0.00006470035,0.000008268092,0.00012417718,0.00024661398,0.00019348996],"category_scores_gemma":[0.12766702,0.0000859096,0.00029455312,0.00046422973,0.00015809007,0.000067992114,0.000029929466,0.00034916468,0.000016720343],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8935988,0.002527675,0.001471787,0.000286427,0.000057760648,3.7632722e-7,0.0004827921,8.9050724e-7,0.000008458632,0.0008777321,0.004285396,0.09640194],"study_design_scores_gemma":[0.9677217,0.0010838353,0.020574203,0.0016954631,0.00010914433,0.0000033504284,0.00068578497,0.006410037,0.000016376855,0.001392969,0.00022151484,0.00008564029],"about_ca_topic_score_codex":0.00014168644,"about_ca_topic_score_gemma":0.000015278014,"teacher_disagreement_score":0.11232133,"about_ca_system_score_codex":0.00020886456,"about_ca_system_score_gemma":0.014922351,"threshold_uncertainty_score":0.9906621},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4382749000","doi":"10.2196/39154","title":"Supporting Public Health Research Capacity, Quality, and Productivity in a Diverse Region","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Global Health and Surgery","field":"Medicine","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":"Public health; Productivity; Political science; Capacity building; Health policy; Economic growth; Health care; Public relations; Business; Medicine; Economics","score_opus":0.6361236469122304,"score_gpt":0.6344732150654403,"score_spread":0.0016504318467901458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382749000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7594729,0.00025660102,0.00002731754,0.23899464,0.00024796044,0.00031894457,0.000002112204,0.00001093145,0.00066859217],"genre_scores_gemma":[0.9968873,0.0016160188,0.00003727184,0.0006509536,0.0005252738,0.000010508279,0.0000027448107,0.000013966959,0.00025591278],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9837865,0.005630051,0.0012110531,0.00036597086,0.0072268452,0.0017795775],"domain_scores_gemma":[0.98470205,0.008584982,0.00038693217,0.00031352503,0.0031265474,0.002885967],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12636286,0.000109062166,0.000634208,0.0024643543,0.00024551345,0.00006851558,0.00030346873,0.00018318329,0.00013488437],"category_scores_gemma":[0.12415221,0.00008334906,0.0000981171,0.002521461,0.0006956125,0.00038256947,0.00051673286,0.0053099687,0.000045058314],"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":[0.0027740626,0.0015243842,0.40967482,0.0014394264,0.000101721256,0.008338991,0.009469812,3.5367304e-7,0.00038474795,0.0016241396,0.121886075,0.44278145],"study_design_scores_gemma":[0.0038303584,0.0031232783,0.88871926,0.004004018,0.0000046304176,0.0033210183,0.029642304,0.00042904288,0.00016357904,0.006740592,0.059853323,0.00016856921],"about_ca_topic_score_codex":0.0021908965,"about_ca_topic_score_gemma":0.00047665313,"teacher_disagreement_score":0.47904444,"about_ca_system_score_codex":0.00094937487,"about_ca_system_score_gemma":0.0046986016,"threshold_uncertainty_score":0.99698484},"labels":[],"label_agreement":null},{"id":"W4382883420","doi":"10.1016/j.sciaf.2023.e01708","title":"Research capacity strengthening in Africa: Perspectives from the social sciences, humanities, and arts","year":2023,"lang":"en","type":"article","venue":"Scientific African","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Saint Vincent University","funders":"African Academy of Sciences; Carnegie Corporation of New York","keywords":"Scholarship; The arts; Capacity building; Political science; Inequality; Social science; Sociology","score_opus":0.2538694953686161,"score_gpt":0.38882132046762236,"score_spread":0.13495182509900627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382883420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9642884,0.000616736,8.6866345e-7,0.0043195477,0.00031722276,0.00020393771,0.00005569272,0.000048559217,0.03014902],"genre_scores_gemma":[0.9974305,0.000017540933,0.00005492194,0.00006636425,0.00017972874,0.000017127015,0.000010698923,0.000005879698,0.0022172406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99760354,0.00020501022,0.00018170735,0.00045728008,0.00079718506,0.0007553092],"domain_scores_gemma":[0.99892914,0.00062908826,0.000035181583,0.00018480126,0.00013502831,0.00008674498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005161122,0.00008136241,0.00016637256,0.00036978384,0.0019224082,0.00019182349,0.0001645789,0.000044760716,0.00008199828],"category_scores_gemma":[0.00056033564,0.0000568979,0.000035094825,0.0027229441,0.0025080945,0.00008210192,0.00012495129,0.00035633912,0.000056925262],"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":[0.00016745419,0.00029808152,0.064239375,0.00010345066,0.00003403006,0.00015395247,0.44289142,0.0000049529062,0.0019794935,0.05351243,0.42508307,0.01153229],"study_design_scores_gemma":[0.00057339575,0.00011238868,0.2896016,0.00012796812,0.000012146153,0.0000065357303,0.52546954,0.00045649882,0.000059388683,0.0076563153,0.17574364,0.00018060472],"about_ca_topic_score_codex":0.0013181164,"about_ca_topic_score_gemma":0.0008379821,"teacher_disagreement_score":0.24933943,"about_ca_system_score_codex":0.0001420922,"about_ca_system_score_gemma":0.0003526855,"threshold_uncertainty_score":0.99937695},"labels":[],"label_agreement":null},{"id":"W4383376878","doi":"10.1186/s12909-023-04427-6","title":"Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","cited_by":77,"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; Université de Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Fonds de Recherche du Québec - Santé; Global Affairs Canada; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Grey literature; CINAHL; Health care; Sustainability; Context (archaeology); Government (linguistics); Low and middle income countries; Medicine; Medical education; Political science; Public relations; MEDLINE; Knowledge management; Nursing; Developing country; Geography; Computer science; Economic growth; Psychological intervention","score_opus":0.044523548790835143,"score_gpt":0.4669672923557467,"score_spread":0.42244374356491154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383376878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602226,0.017847,0.0001844587,0.010674104,0.0013514882,0.009624511,0.000005034881,0.00007445652,0.000016352971],"genre_scores_gemma":[0.98271734,0.0020633442,0.0018701773,0.004494517,0.00022512823,0.0074179317,0.00088562455,0.000027224496,0.00029870143],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966482,0.0003709651,0.001164964,0.0004124303,0.0009398778,0.00046358135],"domain_scores_gemma":[0.9973647,0.0007064378,0.00026184434,0.0001381861,0.0010272323,0.00050160004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00886625,0.00016108573,0.0004491603,0.0002043936,0.00023505236,0.000015056988,0.000050178845,0.00013958842,0.00009633539],"category_scores_gemma":[0.0049874173,0.00013628545,0.000027083835,0.0003957794,0.00004932928,0.000117242365,0.000054867818,0.0001474326,0.0000055261075],"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":[0.00037230193,0.00028960744,0.23828708,0.5770497,0.00001830166,0.0000042230977,0.0048120543,2.3627163e-7,5.7115795e-7,0.00058226765,0.0023875977,0.17619611],"study_design_scores_gemma":[0.0032258208,0.000092800576,0.43634444,0.539933,0.000044651533,0.00003568609,0.015897395,0.00064814714,0.0000245038,0.00009179231,0.0033846796,0.0002770742],"about_ca_topic_score_codex":0.000046609104,"about_ca_topic_score_gemma":0.00045589777,"teacher_disagreement_score":0.19805737,"about_ca_system_score_codex":0.0008407328,"about_ca_system_score_gemma":0.036242273,"threshold_uncertainty_score":0.96922135},"labels":[],"label_agreement":null},{"id":"W4384298008","doi":"10.1371/journal.pgph.0002102","title":"Academic global surgical competencies: A modified Delphi consensus study","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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 Alberta; University of British Columbia; Montreal Children's Hospital","funders":"Fogarty International Center; National Institutes of Health","keywords":"Delphi method; Medical education; Delphi; Medicine; Context (archaeology); Snowball sampling; Curriculum; Nursing; Psychology; Computer science","score_opus":0.14500404544842638,"score_gpt":0.39368473015870836,"score_spread":0.24868068471028199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384298008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91759276,0.0010167272,0.000016220087,0.06099327,0.00074297545,0.0022236744,0.00049937074,0.0013395179,0.015575471],"genre_scores_gemma":[0.9881512,0.00032859412,0.00011214063,0.01051919,0.00042298506,0.00009845449,0.00019211764,0.00002654955,0.00014877293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923932,0.00068382686,0.0014657559,0.0009059226,0.0016714272,0.0028798457],"domain_scores_gemma":[0.9944295,0.00033739788,0.00028718894,0.00071750896,0.0004194853,0.0038088968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031756605,0.00044861712,0.0012760404,0.00018166617,0.00042730986,0.000060380404,0.00035229014,0.00035191275,0.000079006306],"category_scores_gemma":[0.0014434597,0.00039706504,0.00023025996,0.0035612064,0.00020960683,0.00010741608,0.0002388901,0.0007380339,0.0009921266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012000988,0.0036869936,0.6501872,0.0010495313,0.00043640178,0.0024376272,0.00091731205,0.000029270625,0.0000036053925,0.022210516,0.2945934,0.023248028],"study_design_scores_gemma":[0.015887657,0.0040275436,0.7368224,0.00045181424,0.00013982868,0.0024182887,0.011420847,0.0094426265,8.5920135e-7,0.002319861,0.21594556,0.0011226863],"about_ca_topic_score_codex":0.0019451578,"about_ca_topic_score_gemma":0.00023896097,"teacher_disagreement_score":0.08663523,"about_ca_system_score_codex":0.0019102604,"about_ca_system_score_gemma":0.0059422296,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W4384502127","doi":"10.1136/wjps-2022-000534","title":"Delivery of essential pediatric congenital surgical care within Brazil’s universal health coverage system: a national survey of pediatric surgeons","year":2023,"lang":"en","type":"article","venue":"World Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Psychological intervention; Public sector; Workforce; Private sector; Pediatric surgery; Pediatric Surgeon; Government (linguistics); Family medicine; Health care; Public health; Nursing; Surgery","score_opus":0.027746357139087355,"score_gpt":0.30222720104103595,"score_spread":0.2744808439019486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384502127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821239,0.011478245,0.000016787324,0.00019839875,0.004356017,0.0003654214,0.00087013183,0.00007628816,0.00051482173],"genre_scores_gemma":[0.98657745,0.009021346,0.000045491055,0.00007985862,0.0037264582,0.0000039102288,0.00031032687,0.00006132364,0.00017381027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913222,0.0010649383,0.0035936455,0.0004323437,0.0025751176,0.0010117444],"domain_scores_gemma":[0.98562956,0.0062620966,0.0033423528,0.0003188532,0.003389586,0.0010575627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007687096,0.00044099835,0.0021774943,0.0049311984,0.00018684773,0.000024085868,0.00026914763,0.0002450179,0.00012237938],"category_scores_gemma":[0.0014857865,0.00041714462,0.0010181251,0.0070857406,0.00010917198,0.00029964652,0.00011776289,0.00077037036,0.000035340865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00171385,0.00031171305,0.90865844,0.0025176697,0.00016028559,0.0013882205,0.00021296288,0.0002130874,0.0000026340965,0.00012250511,0.084472656,0.00022599344],"study_design_scores_gemma":[0.0034335903,0.00036145083,0.99259967,0.0001304001,0.0008734392,0.00060702313,0.000749696,0.00009217773,0.000016703338,0.00001237255,0.00065936096,0.00046411302],"about_ca_topic_score_codex":0.0014629903,"about_ca_topic_score_gemma":0.0003909383,"teacher_disagreement_score":0.08394125,"about_ca_system_score_codex":0.0005927548,"about_ca_system_score_gemma":0.01252299,"threshold_uncertainty_score":0.99982804},"labels":[],"label_agreement":null},{"id":"W4384523829","doi":"10.12688/mep.19503.2","title":"A scoping and web-based review of current practices and lessons learnt in development and sustainability of global health emergency medicine fellowships","year":2023,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Global Health and Surgery","field":"Medicine","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":"University Health Network; St. Michael's Hospital; Centre for Global Health Research; Toronto General Hospital; University of Toronto","funders":"University of Toronto","keywords":"Medical education; Medicine; Global health; Work (physics); Public health; Nursing; Engineering","score_opus":0.10898404349067907,"score_gpt":0.4667288023161848,"score_spread":0.3577447588255057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384523829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7782123,0.17728762,0.000011417234,0.042804834,0.00024414103,0.0010263111,0.000010310324,0.000029933004,0.00037310494],"genre_scores_gemma":[0.91287893,0.08627387,0.00010604588,0.00058448885,0.00003488592,0.000044794346,0.000042611773,0.0000079875645,0.000026395586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977063,0.00023528829,0.0009534472,0.00032270534,0.00039178703,0.000390492],"domain_scores_gemma":[0.9983497,0.00022032515,0.0005785534,0.00018391182,0.0003456069,0.00032185804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045687268,0.0001398484,0.00074025267,0.00015603076,0.000060173596,0.000005389468,0.00004981906,0.00005329418,0.00003175435],"category_scores_gemma":[0.0073345965,0.000113723545,0.0000257484,0.0010060823,0.00015506728,0.00013384796,0.000078203004,0.0001758126,3.1363032e-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":[0.000115136514,0.00015708437,0.74224126,0.17447574,0.000013563912,0.000009369555,0.0004413786,3.4986525e-7,0.000003679138,0.0006898472,0.009414192,0.072438374],"study_design_scores_gemma":[0.0021826874,0.00036703647,0.9062054,0.056803957,0.000050112194,0.00001608715,0.001922859,0.00013661833,0.000013265461,0.00038000057,0.03175593,0.00016600537],"about_ca_topic_score_codex":0.00059332815,"about_ca_topic_score_gemma":0.0009133858,"teacher_disagreement_score":0.16396415,"about_ca_system_score_codex":0.0001775389,"about_ca_system_score_gemma":0.0027103352,"threshold_uncertainty_score":0.8780727},"labels":[],"label_agreement":null},{"id":"W4385216981","doi":"10.1007/978-3-031-28127-3_9","title":"How to Develop a Sustainable Program for Volunteer Medical Care in Low- and Middle-Income Countries","year":2023,"lang":"en","type":"book-chapter","venue":"Global Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Champion; Health care; Population; Management; Political science; Economic growth; Business; Medicine; Environmental health; Economics; Law","score_opus":0.01857640237650517,"score_gpt":0.2875012227146637,"score_spread":0.26892482033815857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385216981","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":[0.21688597,0.10996243,0.0003560645,0.14051722,0.021848524,0.05873484,0.009279554,0.0062124324,0.43620297],"genre_scores_gemma":[0.080874234,0.005489418,0.0014297962,0.01426162,0.002781482,0.0026857296,0.0030921258,0.00051012734,0.8888755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957203,0.000029138382,0.000811696,0.00077983545,0.0010552602,0.00160372],"domain_scores_gemma":[0.9963505,0.00066940853,0.00016881773,0.00036663434,0.0011387499,0.0013058711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011967306,0.00055987615,0.001532387,0.00039357395,0.00013109125,0.000108203545,0.00013234583,0.0009963574,0.000056571214],"category_scores_gemma":[0.0033078124,0.00052135007,0.00025456844,0.00045967544,0.00016939024,0.000089073554,0.00021834196,0.0003917472,0.00007026193],"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":[0.008363086,0.00027266354,0.27232656,0.12040287,0.00065433455,0.028997475,0.00079086924,0.0000013291417,6.472199e-8,0.13104355,0.29871753,0.13842964],"study_design_scores_gemma":[0.0007439832,0.00022530297,0.015020428,0.009950451,0.00007755888,0.00017115212,0.00042347144,0.000008628289,6.766044e-7,0.0014899408,0.9713064,0.00058204716],"about_ca_topic_score_codex":0.0003340175,"about_ca_topic_score_gemma":0.0010982738,"teacher_disagreement_score":0.6725888,"about_ca_system_score_codex":0.0010807181,"about_ca_system_score_gemma":0.004535884,"threshold_uncertainty_score":0.9997238},"labels":[],"label_agreement":null},{"id":"W4385483633","doi":"10.1177/10538259231192015","title":"Stakeholder Perspectives of Experiential Education in Tertiary Institutions and Learning From COVID-19","year":2023,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Stakeholder; Higher education; Coronavirus disease 2019 (COVID-19); Experiential learning; General partnership; Public relations; Pandemic; Equity (law); Political science; Pedagogy; Sociology; Psychology; Medicine","score_opus":0.05372768851272781,"score_gpt":0.39427625639392516,"score_spread":0.34054856788119736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385483633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924127,0.0024719706,0.00049361016,0.0018716425,0.0021824765,0.00018664594,0.000003318594,0.000014697486,0.0003629405],"genre_scores_gemma":[0.9975046,0.0003834653,0.00073742616,0.00044267628,0.00057706574,0.000020359297,0.000055728502,0.000009422495,0.0002692463],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987245,0.00012402725,0.00054385414,0.0001606367,0.00026973727,0.00017720516],"domain_scores_gemma":[0.998881,0.000084603074,0.00030695595,0.000110347086,0.00027778078,0.0003393213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035668036,0.000096552896,0.00024149663,0.0005604439,0.000119177275,0.000020521731,0.00005033274,0.00008078094,0.000207244],"category_scores_gemma":[0.0011746155,0.00009165995,0.000076513046,0.00038838806,0.000108857836,0.0002795121,0.000020394364,0.00026001554,0.0000042074003],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021555608,0.004568636,0.38624337,0.00047171046,0.00013429734,0.000054557415,0.4505619,0.00037390692,0.033661835,0.002437064,0.03787149,0.08146565],"study_design_scores_gemma":[0.0021175968,0.00035154278,0.29158887,0.00052607374,0.00008289055,0.00018900704,0.6263323,0.00009901584,0.0014831147,0.0003638205,0.07665585,0.00020990414],"about_ca_topic_score_codex":0.00088694075,"about_ca_topic_score_gemma":0.000030588333,"teacher_disagreement_score":0.17577039,"about_ca_system_score_codex":0.00025150858,"about_ca_system_score_gemma":0.0061044525,"threshold_uncertainty_score":0.99953},"labels":[],"label_agreement":null},{"id":"W4385507293","doi":"10.1007/s12630-023-02536-w","title":"Development of obstetric anesthesia core competencies for USA residency programs through a Delphi process","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"National Cancer Institute; National Institute on Drug Abuse","keywords":"Graduate medical education; Accreditation; Core competency; Delphi method; Medical education; Curriculum; Medicine; Likert scale; Anesthesiology; Delphi; Nursing; Psychology; Anesthesia; Computer science","score_opus":0.054219166079865065,"score_gpt":0.2950321209797239,"score_spread":0.24081295489985885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385507293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925583,0.0018420054,0.000025228981,0.00436244,0.00029821869,0.0006876101,0.000005144191,0.000024633633,0.00019639505],"genre_scores_gemma":[0.99096584,0.00013423622,0.0075758174,0.00028673842,0.00046941324,0.00002684764,0.000033242723,0.00008605666,0.00042182],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9946761,0.00008292932,0.0020650262,0.00032729594,0.0010186419,0.0018300114],"domain_scores_gemma":[0.9922536,0.000248677,0.0012929682,0.00031050268,0.0024495043,0.0034447669],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002326829,0.0004620506,0.0012847661,0.0015369195,0.00074338366,0.00010858259,0.00061088125,0.00030921833,0.00007386687],"category_scores_gemma":[0.00076458126,0.0003951039,0.00048604718,0.0021843966,0.00030855383,0.00041118468,0.000007747501,0.00070332736,0.000022350609],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012407807,0.00022078902,0.12568873,0.002212951,0.00039366918,0.81549215,0.018058246,0.0001608499,0.000116468706,0.0015249175,0.013161284,0.021729125],"study_design_scores_gemma":[0.0016458597,0.0016811661,0.04380832,0.0013988576,0.00019790385,0.89953136,0.005727487,0.000050568993,0.00013338696,0.0010020592,0.04438603,0.00043700731],"about_ca_topic_score_codex":0.0025137379,"about_ca_topic_score_gemma":0.012998614,"teacher_disagreement_score":0.084039174,"about_ca_system_score_codex":0.00096771977,"about_ca_system_score_gemma":0.028241904,"threshold_uncertainty_score":0.9998501},"labels":[],"label_agreement":null},{"id":"W4385563845","doi":"10.1016/j.jss.2023.07.014","title":"Determinants of Access to Essential Surgery in the Democratic Republic of Congo","year":2023,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"International Development Research Centre","keywords":"Medicine; Distrust; Population; Democracy; Health care; Quarter (Canadian coin); Family medicine; Nursing; Environmental health; Economic growth; Political science; Geography","score_opus":0.23664343591905732,"score_gpt":0.5145244923903917,"score_spread":0.2778810564713343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385563845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910627,0.00019865306,0.0000015939223,0.0075557726,0.00017494081,0.00023450036,0.0000036474316,0.0000030905908,0.00076509156],"genre_scores_gemma":[0.9987382,0.0007995689,0.00001125211,0.00012399182,0.00016405914,0.000005432775,0.0000013091717,0.000007768815,0.00014839704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955359,0.00068876054,0.0011893376,0.00012011777,0.0018780647,0.00058781647],"domain_scores_gemma":[0.99200124,0.006125741,0.00023634698,0.00024656582,0.0010016391,0.0003884632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016296009,0.00007510771,0.00067777093,0.0011786312,0.000047142406,0.000025063204,0.00033811448,0.00008914529,0.00011953365],"category_scores_gemma":[0.0056787194,0.000044335564,0.0002201838,0.0027588708,0.00015468658,0.000136273,0.00012027923,0.00057871285,0.000012580257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00363267,0.00056421396,0.87148815,0.00093154475,0.00003295588,0.008072646,0.00031146433,0.000011941519,0.00061777333,0.00012632688,0.0903541,0.023856211],"study_design_scores_gemma":[0.0011777574,0.00065558054,0.9861405,0.0010646002,0.000014224927,0.00082168495,0.0004722346,0.00016562143,0.0018577361,0.0006690906,0.006892764,0.00006821277],"about_ca_topic_score_codex":0.00011716837,"about_ca_topic_score_gemma":0.000023658164,"teacher_disagreement_score":0.11465234,"about_ca_system_score_codex":0.000050947972,"about_ca_system_score_gemma":0.0010655691,"threshold_uncertainty_score":0.67983675},"labels":[],"label_agreement":null},{"id":"W4385564055","doi":"10.1097/sla.0000000000006058","title":"Defining a Framework and Evaluation Metrics for Sustainable Global Surgical Partnerships","year":2023,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; University of Manitoba; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Delphi method; Checklist; Sustainability; Context (archaeology); Stakeholder; Multidisciplinary approach; Stakeholder engagement; Delphi; Global health; Medical education; Public relations; Process management; Nursing; Public health; Business; Political science","score_opus":0.3896023547378003,"score_gpt":0.4660130041852905,"score_spread":0.07641064944749021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385564055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840439,0.0070110746,0.000059320577,0.005559608,0.00020809248,0.00046960267,0.000030949534,0.00008739632,0.0025300737],"genre_scores_gemma":[0.99729717,0.0011866075,0.00018462219,0.0008701994,0.00010893044,0.0000631707,0.00010961247,0.000011775704,0.00016788446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980347,0.00010028617,0.0004376382,0.00023248974,0.0004921604,0.0007027032],"domain_scores_gemma":[0.9949182,0.0036475598,0.00013075967,0.00017630939,0.0008149527,0.000312217],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006107274,0.00011630717,0.0004827997,0.00028876128,0.000098085715,0.00001729184,0.00003063962,0.0001726792,0.000022359409],"category_scores_gemma":[0.008900958,0.000107687876,0.00019686094,0.0015938454,0.000057738416,0.00010061945,0.000033607997,0.00009816429,0.000014006823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012988948,0.00013329781,0.6247368,0.0017843122,0.00009690604,0.00021468611,0.00006953922,0.0000148057115,0.000001195601,0.0800365,0.22868712,0.06292598],"study_design_scores_gemma":[0.0021106421,0.0005144806,0.5581233,0.0012763256,0.0002825915,0.00019492835,0.003268617,0.005459177,0.0004053344,0.12643605,0.30124626,0.00068229454],"about_ca_topic_score_codex":0.000039622733,"about_ca_topic_score_gemma":0.0000011443071,"teacher_disagreement_score":0.07255912,"about_ca_system_score_codex":0.000033077264,"about_ca_system_score_gemma":0.0004946009,"threshold_uncertainty_score":0.99944746},"labels":[],"label_agreement":null},{"id":"W4385630369","doi":"10.1186/s12913-023-09834-5","title":"Decolonizing global health: an agenda for research","year":2023,"lang":"en","type":"editorial","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Public Health Association","funders":"","keywords":"Nursing research; Global health; Health administration; Public health; Health informatics; Colonialism; Health services research; Dominance (genetics); Health policy; International health; Medicine; Political science; Nursing; Law","score_opus":0.24722358294536065,"score_gpt":0.5961249011433353,"score_spread":0.34890131819797465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385630369","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":[0.0035305691,0.01717204,0.000049012575,0.007878242,0.9542127,0.0114194,0.004246734,0.0006935086,0.0007977571],"genre_scores_gemma":[0.001048876,0.0101529565,0.0027728681,0.0031921861,0.9648514,0.0025012337,0.011628931,0.0004345845,0.0034169618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97152317,0.00514259,0.0023177494,0.002470726,0.009173405,0.009372347],"domain_scores_gemma":[0.9639521,0.01901791,0.0005480311,0.0024500946,0.007558507,0.006473321],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.059101198,0.00068285305,0.0023897649,0.0016590183,0.0036225263,0.0003566442,0.0015153136,0.0021867256,0.00007781117],"category_scores_gemma":[0.005471501,0.0006670502,0.00038886425,0.0048869285,0.00033212762,0.00024875443,0.000810536,0.005771889,0.0011567019],"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":[0.0023206293,0.00043125852,0.0016058987,0.061602652,0.000046946294,0.000062071995,0.0010497851,0.0000021417268,6.285288e-7,0.00013678582,0.9132866,0.019454557],"study_design_scores_gemma":[0.0020623072,0.005553674,0.0038764372,0.004817327,0.000010648366,0.00000791824,0.003994143,0.00080623844,0.0000011431953,0.00073026255,0.9777899,0.00035000828],"about_ca_topic_score_codex":0.03328898,"about_ca_topic_score_gemma":0.05363823,"teacher_disagreement_score":0.07091836,"about_ca_system_score_codex":0.008939765,"about_ca_system_score_gemma":0.079858124,"threshold_uncertainty_score":0.99962103},"labels":[],"label_agreement":null},{"id":"W4385727502","doi":"10.1200/go.23.00111","title":"Redefining Cancer Research Priorities in Low- and Middle-Income Countries in the Post–COVID-19 Global Context: A Modified Delphi Consensus Process","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Ovarian Cancer Canada","funders":"","keywords":"Context (archaeology); Preparedness; Delphi method; Pandemic; Health care; Delphi; Global health; Medicine; Business; Political science; Nursing; Geography; Coronavirus disease 2019 (COVID-19); Economic growth; Public health; Disease; Economics","score_opus":0.1230181885278186,"score_gpt":0.46927590449366524,"score_spread":0.34625771596584665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254132,0.0037082767,7.363583e-7,0.06307192,0.0004245371,0.0010468678,0.00027293482,0.00009108075,0.005970435],"genre_scores_gemma":[0.9834845,0.0007970897,0.000022658909,0.015189804,0.00013685998,0.00026715672,0.000024025969,0.000010381665,0.00006748993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600136,0.0007146343,0.0007310681,0.0005200269,0.00068547874,0.0013474458],"domain_scores_gemma":[0.9969557,0.0017961423,0.0001234667,0.00027677912,0.00038207212,0.00046583358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003780768,0.0002309589,0.0007352931,0.00023577601,0.00024268468,0.00004286855,0.00022816815,0.0004092012,0.000023470166],"category_scores_gemma":[0.0034729429,0.0001797631,0.000059028982,0.001986011,0.0007633421,0.00005777803,0.00013517734,0.0005788568,0.00003990178],"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":[0.008436056,0.00021902764,0.9397655,0.0031783634,0.000045894976,0.006897563,0.0055904654,0.00012989521,0.0000038364824,0.027320683,0.005300956,0.00311175],"study_design_scores_gemma":[0.010113754,0.0015882793,0.90574807,0.0020645168,0.00004600502,0.0014863134,0.035574447,0.00087469845,0.000003266368,0.011927342,0.030165235,0.0004080816],"about_ca_topic_score_codex":0.022409284,"about_ca_topic_score_gemma":0.054838706,"teacher_disagreement_score":0.058071326,"about_ca_system_score_codex":0.0026248167,"about_ca_system_score_gemma":0.007267415,"threshold_uncertainty_score":0.99836046},"labels":[],"label_agreement":null},{"id":"W4385729029","doi":"10.1016/s0140-6736(23)01629-x","title":"Are we training our students to be white saviours in global health?","year":2023,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"","keywords":"White (mutation); Global health; Status quo; Power (physics); White supremacy; Privilege (computing); Political science; White privilege; Colonialism; Racism; Economic growth; Sociology; Gender studies; Health care; Law; Economics","score_opus":0.1564920844000546,"score_gpt":0.4436811347600717,"score_spread":0.2871890503600171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385729029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6496424,0.00020837328,0.0000025347747,0.34853172,0.00034745477,0.00025324905,0.000058975817,0.00009113423,0.0008641667],"genre_scores_gemma":[0.9354545,0.00019709049,0.000053040534,0.063165784,0.00053448835,0.000021279106,0.000014632185,0.000008812448,0.0005503534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985179,0.00008168794,0.00021911289,0.00016467762,0.00030385135,0.00071280944],"domain_scores_gemma":[0.99930984,0.000027393433,0.00006565831,0.00029431074,0.000020408446,0.00028238836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010461563,0.00009221996,0.00045483443,0.000051897125,0.0000653706,0.000014498224,0.00018547018,0.000039884944,0.000009575845],"category_scores_gemma":[0.00013366011,0.00006523358,0.000038993625,0.00066906895,0.000008736565,0.000018198953,0.00006179978,0.00017282963,0.00016550731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018883671,0.000024456995,0.64520097,0.000069997375,0.000006592847,0.00008090505,0.0017155953,0.000024655967,9.364574e-7,0.000057337435,0.34511784,0.0075118938],"study_design_scores_gemma":[0.0009964688,0.00006431532,0.93615884,0.00030069306,0.0000040089008,0.000016122236,0.0063018748,0.000021596863,3.6215096e-7,0.0001990575,0.055881344,0.000055344517],"about_ca_topic_score_codex":0.00015597545,"about_ca_topic_score_gemma":0.00089633866,"teacher_disagreement_score":0.29095787,"about_ca_system_score_codex":0.0001677684,"about_ca_system_score_gemma":0.00014233196,"threshold_uncertainty_score":0.2660148},"labels":[],"label_agreement":null},{"id":"W4385829197","doi":"10.1097/scs.0000000000009602","title":"The Implementation of International Electives for Plastic Surgery Residents: Current State and Future Directions","year":2023,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Accreditation; Medicine; Context (archaeology); MEDLINE; Inclusion (mineral); Medical education; Psychology","score_opus":0.02284667048614831,"score_gpt":0.35986623820516134,"score_spread":0.33701956771901304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385829197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860427,0.0016274927,0.00010906113,0.002788911,0.009169232,0.00016204511,0.00006921231,0.00001233976,0.000019033228],"genre_scores_gemma":[0.9620424,0.03612762,0.000016176138,0.0000607538,0.0016564063,0.000014808717,0.000021974278,0.000014731411,0.00004516143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983193,0.000073498704,0.0008264092,0.000094155555,0.0004120917,0.00027449633],"domain_scores_gemma":[0.99525464,0.0034526803,0.00052350294,0.00006131632,0.0005529185,0.00015495012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016052881,0.00009624647,0.000371021,0.00039139917,0.00017913972,0.000025840349,0.000042256157,0.000033608078,0.000027853783],"category_scores_gemma":[0.0011421551,0.00006834092,0.00028185933,0.00035691343,0.000055030643,0.00015684916,0.00001428494,0.00014927292,0.0000021021874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012476534,0.0000623546,0.6017858,0.00017666901,0.00016404147,0.000019001276,0.00028235267,0.0000016519926,0.00017711445,0.000063074636,0.05211437,0.34390593],"study_design_scores_gemma":[0.00031178194,0.000046656027,0.86551327,0.00010026982,0.000042902917,0.00004443198,0.00035005686,0.000010973043,0.00008254189,0.00036273876,0.1330834,0.000050999613],"about_ca_topic_score_codex":0.00003902559,"about_ca_topic_score_gemma":0.00004104994,"teacher_disagreement_score":0.34385493,"about_ca_system_score_codex":0.00007044282,"about_ca_system_score_gemma":0.0005429242,"threshold_uncertainty_score":0.2786862},"labels":[],"label_agreement":null},{"id":"W4385858399","doi":"10.1371/journal.pgph.0001805","title":"Post-operative outcomes in Indigenous patients in North America and Oceania: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; Vancouver General Hospital; University of British Columbia; University of Northern British Columbia; University of Alberta","funders":"","keywords":"Indigenous; Meta-analysis; Medicine; Odds; Demography; Odds ratio; Observational study; Internal medicine; Logistic regression; Ecology; Biology","score_opus":0.11346428982325364,"score_gpt":0.39864324014096025,"score_spread":0.2851789503177066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385858399","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":[0.0004362208,0.98285896,7.761695e-7,0.003668073,0.000035291898,0.010533494,0.0023478845,0.00006602487,0.000053267115],"genre_scores_gemma":[0.00021784428,0.9815745,0.000036241086,0.016071267,0.000009381412,0.0007888843,0.0011946529,0.00003932793,0.000067927096],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99169666,0.0019319261,0.003299555,0.0009469589,0.0007873151,0.001337567],"domain_scores_gemma":[0.99597704,0.00050941843,0.0011651313,0.00067388394,0.00032176144,0.0013527317],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0017137758,0.0007704399,0.019052878,0.0009713659,0.000112843554,0.000069503316,0.00021125094,0.00025999514,0.000029387438],"category_scores_gemma":[0.0028000919,0.0004907243,0.0010147534,0.0056299022,0.000077135985,0.00014699956,0.00016873355,0.0006569167,0.00006089493],"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":[0.000003523707,0.00046656356,0.014531795,0.95240027,0.0270569,0.00007670487,0.00029450873,4.2228617e-8,2.2420493e-11,0.000011306152,0.00015929535,0.004999117],"study_design_scores_gemma":[0.001468268,0.0013398817,0.04108775,0.11448424,0.80224144,0.00011699089,0.00038083427,0.000013886483,2.350218e-10,0.000012950418,0.037284054,0.0015696897],"about_ca_topic_score_codex":0.003682643,"about_ca_topic_score_gemma":0.011428883,"teacher_disagreement_score":0.837916,"about_ca_system_score_codex":0.0013692348,"about_ca_system_score_gemma":0.0030731326,"threshold_uncertainty_score":0.9997544},"labels":[],"label_agreement":null},{"id":"W4386021613","doi":"10.1002/wmh3.586","title":"Decolonizing global health: A scoping review protocol","year":2023,"lang":"en","type":"review","venue":"World Medical & Health Policy","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; University of Toronto; McGill University; Simon Fraser University","funders":"","keywords":"CINAHL; Global health; Grey literature; CLARITY; Protocol (science); Context (archaeology); Inclusion (mineral); Mainstream; MEDLINE; Public relations; Sociology; Health care; Social science; Political science; Medicine; Alternative medicine; Law","score_opus":0.1766646223714449,"score_gpt":0.6132374370672782,"score_spread":0.4365728146958333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386021613","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":[6.7093993e-9,0.68469554,0.000008704831,0.09653135,0.0005638435,0.21589027,0.000084846186,0.00048031707,0.0017451121],"genre_scores_gemma":[9.669455e-9,0.68212515,0.00020866103,0.17336336,0.0026247655,0.14050245,0.00021602846,0.00011928112,0.0008402841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98496544,0.0016410622,0.005676693,0.001298958,0.0024680933,0.0039497484],"domain_scores_gemma":[0.98618734,0.0010292401,0.0021356386,0.0012541855,0.00016477935,0.009228803],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008198325,0.001050827,0.009414005,0.00089298625,0.0005224992,0.000030617957,0.00057197624,0.00064838666,0.00064073934],"category_scores_gemma":[0.008098223,0.0008246758,0.0013001612,0.006574977,0.00022194258,0.000060534865,0.00038099158,0.0023629086,0.0020065487],"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":true,"study_design_scores_codex":[0.000010086981,0.000074374,0.000005213183,0.4306526,0.00003319833,0.00012310663,0.000005584825,3.2204217e-9,3.1565014e-11,0.00046858864,0.12299842,0.44562882],"study_design_scores_gemma":[0.00045284335,0.00018235145,0.000009034259,0.48384976,0.00007028314,0.0003968035,0.0000012921594,9.67101e-7,5.3493115e-10,0.00003270455,0.51479346,0.00021050051],"about_ca_topic_score_codex":0.00492077,"about_ca_topic_score_gemma":0.004513288,"teacher_disagreement_score":0.44541833,"about_ca_system_score_codex":0.006318185,"about_ca_system_score_gemma":0.16951746,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W4386031519","doi":"10.1038/s44185-023-00021-7","title":"Three pathways to better recognize the expertise of Global South researchers","year":2023,"lang":"en","type":"article","venue":"npj Biodiversity","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; University of Toronto","funders":"Ministério da Ciência, Tecnologia, Inovações e Comunicações; Fundação de Amparo à Pesquisa do Estado de Goiás; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Inclusion (mineral); Citation; Diversity (politics); Nothing; Equity (law); Political science; Public relations; Data science; Sociology; Social science; Computer science; Epistemology; Law","score_opus":0.14192514749543472,"score_gpt":0.32230054085136634,"score_spread":0.1803753933559316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386031519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839191,0.00005908459,0.000025612599,0.012917039,0.00021183214,0.0003108426,0.00034704778,0.00007806501,0.0021314025],"genre_scores_gemma":[0.99527115,0.000018587327,0.0001542677,0.0044068377,0.00005923049,0.0000037311422,0.00002160952,0.0000025302902,0.00006208076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987676,0.000044553195,0.00013558957,0.00020455851,0.00041021252,0.00043746663],"domain_scores_gemma":[0.99914443,0.000063587846,0.00003335345,0.0003012095,0.000111120076,0.0003462671],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005491843,0.0000839365,0.00018233308,0.000065666216,0.00015572798,0.000007311139,0.00015158507,0.00008318392,0.00015215756],"category_scores_gemma":[0.0002971278,0.000058880425,0.00010856225,0.0008595048,0.00010418519,0.00002865606,0.00019650115,0.00012942363,0.0013913434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049518386,0.00003163991,0.72354716,0.00004435584,0.000024036335,0.00008937998,0.0009650758,3.6488797e-7,0.00015619135,0.000019959023,0.2517772,0.022849461],"study_design_scores_gemma":[0.00061824126,0.0001568973,0.9861024,0.000034016364,0.00002297269,0.0000037027023,0.0013559097,0.000019126808,0.00020341195,0.00014843233,0.011257917,0.00007699935],"about_ca_topic_score_codex":0.0006002723,"about_ca_topic_score_gemma":0.00007715288,"teacher_disagreement_score":0.2625552,"about_ca_system_score_codex":0.00013381298,"about_ca_system_score_gemma":0.00013553785,"threshold_uncertainty_score":0.9993862},"labels":[],"label_agreement":null},{"id":"W4386100132","doi":"10.1371/journal.pgph.0002310","title":"Imagining a future in global health without visa and passport inequities","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University; McGill University Health Centre","funders":"","keywords":"Political science; Environmental health; Medicine","score_opus":0.04339358922861225,"score_gpt":0.3640387832706888,"score_spread":0.32064519404207653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386100132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67306906,0.0044677155,0.000034888744,0.31280962,0.0008009147,0.0010730535,0.0003431782,0.0006792437,0.0067223064],"genre_scores_gemma":[0.94648594,0.0022836474,0.00053621724,0.049549393,0.00065931363,0.000057498324,0.00030060794,0.000026119156,0.00010128215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99468374,0.00026422107,0.0010940406,0.000683506,0.00084093295,0.002433528],"domain_scores_gemma":[0.99654865,0.00005394745,0.00027944514,0.00041944438,0.00015892684,0.0025395625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026422266,0.0003557826,0.001166462,0.0002348784,0.00025554388,0.00008555362,0.00014865365,0.00017581716,0.00003708896],"category_scores_gemma":[0.00038398412,0.00032700534,0.00009150035,0.002368755,0.00012990533,0.00029066906,0.0001528595,0.0004325437,0.00008955742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012732949,0.00026276166,0.8625443,0.0013303335,0.000036551504,0.00014229711,0.0006640722,9.3824667e-7,5.4128463e-7,0.008008452,0.048886504,0.07799595],"study_design_scores_gemma":[0.002085196,0.0005217349,0.86203814,0.0004492555,0.000008250981,0.00031515438,0.0040303324,0.0007523073,1.7660018e-7,0.0009622922,0.12856717,0.00026996792],"about_ca_topic_score_codex":0.004575763,"about_ca_topic_score_gemma":0.0018400941,"teacher_disagreement_score":0.27341685,"about_ca_system_score_codex":0.0020857966,"about_ca_system_score_gemma":0.007620424,"threshold_uncertainty_score":0.9999182},"labels":[],"label_agreement":null},{"id":"W4386214213","doi":"10.1016/s2214-109x(23)00328-5","title":"From private incentives to public health need: rethinking research and development for pandemic preparedness","year":2023,"lang":"en","type":"review","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"Open Society Foundations","keywords":"Preparedness; Incentive; Equity (law); Business; Pandemic; Premise; Capacity building; Value proposition; Economic growth; Coronavirus disease 2019 (COVID-19); Economics; Marketing; Political science; Medicine; Infectious disease (medical specialty); Management","score_opus":0.4874635468029353,"score_gpt":0.543104673946663,"score_spread":0.05564112714372765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386214213","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":[0.0009863689,0.96288896,0.00018705011,0.026286166,0.0009325994,0.007227072,0.0010304071,0.00033508067,0.0001262757],"genre_scores_gemma":[0.00009652934,0.98523563,0.002505812,0.008618535,0.0015211569,0.0007567421,0.0010171211,0.000072475406,0.00017597988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923012,0.0012019088,0.0015730647,0.0010351693,0.0009874626,0.0029011406],"domain_scores_gemma":[0.9953376,0.0011229469,0.0005801936,0.00095591863,0.0002752543,0.001728095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013950921,0.0004990738,0.003625456,0.00023555449,0.0010029897,0.0001159985,0.0006081333,0.0003272745,0.00000660862],"category_scores_gemma":[0.00091693713,0.00033252392,0.00015988122,0.0015275652,0.00016346644,0.000063104875,0.0005701268,0.0010056216,0.00011577989],"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":true,"study_design_scores_codex":[0.00019312835,0.00006694182,0.0004780338,0.03516568,0.00015336857,0.000006743205,0.0024883663,6.1734184e-8,6.2646257e-9,0.0016109276,0.060107328,0.89972943],"study_design_scores_gemma":[0.00058508344,0.0003485439,0.0012013197,0.024529252,0.000025399282,0.00003822802,0.0005084431,0.0000033108417,1.341211e-8,0.0026647644,0.96987325,0.00022239618],"about_ca_topic_score_codex":0.001964542,"about_ca_topic_score_gemma":0.0009478325,"teacher_disagreement_score":0.9097659,"about_ca_system_score_codex":0.0046517714,"about_ca_system_score_gemma":0.016554615,"threshold_uncertainty_score":0.9999127},"labels":[],"label_agreement":null},{"id":"W4386332586","doi":"10.36834/cmej.77993","title":"From caring for patients to protecting our planet: advocacy in residency education","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Planet; Astrobiology; Medical education; Medicine; Biology; Astronomy; Physics","score_opus":0.018307324765751212,"score_gpt":0.3440009364400872,"score_spread":0.325693611674336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386332586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91568893,0.00012695754,0.000009919774,0.07795806,0.00466959,0.0007634356,0.000015845211,0.000018944434,0.0007483281],"genre_scores_gemma":[0.9702236,0.000029420527,0.00060888357,0.025291858,0.0029038554,0.00014537669,0.00031731592,0.00001971603,0.0004599885],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984469,0.00006320219,0.00041285236,0.00017571666,0.0003952543,0.00050611136],"domain_scores_gemma":[0.99264836,0.00008209854,0.00007405927,0.00011507745,0.00023646704,0.0068439553],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00083207333,0.000087802706,0.00016771791,0.0006246572,0.00019022985,0.00002946146,0.0000970217,0.00013600668,0.000548987],"category_scores_gemma":[0.023170562,0.0000865808,0.000032943244,0.00043013185,0.0000068379177,0.000066126784,0.0000073478714,0.0004953529,0.00010905718],"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":[0.00006544339,0.00012387027,0.10329077,0.00007984825,0.000007584075,0.000023694342,0.0020706,0.000003108172,0.0000037786779,0.00003448274,0.5757683,0.3185285],"study_design_scores_gemma":[0.0011094137,0.00019429497,0.6705027,0.0017758398,0.000018324796,0.00011138342,0.013834321,0.00015553283,0.0000062411987,0.0012648641,0.31082553,0.00020154426],"about_ca_topic_score_codex":0.092962146,"about_ca_topic_score_gemma":0.03922801,"teacher_disagreement_score":0.5672119,"about_ca_system_score_codex":0.00073973223,"about_ca_system_score_gemma":0.09482896,"threshold_uncertainty_score":0.9850577},"labels":[],"label_agreement":null},{"id":"W4386392164","doi":"10.1016/j.jadohealth.2023.07.006","title":"My Fellowship Safari","year":2023,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","keywords":"Internship; Nothing; Point (geometry); Christian ministry; Psychology; Medical education; Health care; Medicine; Political science; Law","score_opus":0.04533416500653403,"score_gpt":0.36258651316764173,"score_spread":0.3172523481611077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386392164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8802936,0.003707132,0.00021513004,0.10933413,0.004085545,0.00043727437,0.000008409625,0.00010665878,0.0018121206],"genre_scores_gemma":[0.97329974,0.0030888787,0.00032441685,0.021314621,0.0013406794,5.345545e-7,0.0000063041684,0.000018735307,0.00060608046],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978733,0.00009465959,0.0007935119,0.00010580064,0.0005373236,0.00059538294],"domain_scores_gemma":[0.99815726,0.0000590165,0.00040018364,0.00015909351,0.00018840937,0.0010360164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001833982,0.00010546018,0.0004896956,0.00029963968,0.00009024374,0.000009552985,0.00007688016,0.00006739756,0.000045209053],"category_scores_gemma":[0.00019114425,0.0000812099,0.00019318338,0.00048196258,0.000026764359,0.000057445694,0.000018410887,0.0005315308,0.00021172786],"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":[0.0008435308,0.00039194588,0.17327937,0.0015075199,0.00003343616,0.00045918254,0.00032019583,0.000014506292,0.0000928576,0.00023638476,0.77486014,0.04796092],"study_design_scores_gemma":[0.0017648368,0.0008671265,0.758717,0.0014310408,0.00002053802,0.00079246244,0.00044852126,0.000081178194,0.000034940284,0.00016806988,0.2355855,0.0000887675],"about_ca_topic_score_codex":0.00002729022,"about_ca_topic_score_gemma":0.000005370637,"teacher_disagreement_score":0.58543766,"about_ca_system_score_codex":0.0002892235,"about_ca_system_score_gemma":0.0015038643,"threshold_uncertainty_score":0.33116436},"labels":[],"label_agreement":null},{"id":"W4386497503","doi":"10.1007/978-3-031-33851-9_79","title":"Rethinking Knowledge in Global Health","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Psychological intervention; Global health; Public health; Political science; Pandemic; Public relations; Perspective (graphical); Sociology; Health care; Coronavirus disease 2019 (COVID-19); Psychology; Computer science; Medicine","score_opus":0.02609207928334307,"score_gpt":0.3096260280679492,"score_spread":0.28353394878460614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386497503","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":[0.0023979817,0.010644589,0.000014845882,0.005619951,0.0011262697,0.0020738554,0.00003532411,0.00063222746,0.97745496],"genre_scores_gemma":[0.0040878714,0.0023508298,0.00090266316,0.0015300935,0.00018781793,0.000085731794,0.0004393638,0.000111764886,0.9903039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567544,0.00004941348,0.0012269339,0.00071011076,0.00057248824,0.001765614],"domain_scores_gemma":[0.99814874,0.000084742074,0.00031366418,0.00042156526,0.0004598145,0.0005714994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016495017,0.00059523055,0.0013381594,0.00050377054,0.00034085457,0.00005318878,0.00017659407,0.0005619476,0.00018501526],"category_scores_gemma":[0.00019933408,0.00060429407,0.00014649925,0.00037864142,0.00012237005,0.00016393769,0.00032690147,0.0006643197,0.0005641819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006923305,0.00010084769,0.003175715,0.014504991,0.00017682904,0.0060438886,0.00493299,0.0000030852166,2.3800244e-7,0.87492514,0.06961502,0.025828946],"study_design_scores_gemma":[0.0006223634,0.00016432925,0.007915927,0.0025642326,0.000017130593,0.000101366546,0.002295266,0.0000010668346,0.0000052152764,0.094015434,0.8917881,0.00050951674],"about_ca_topic_score_codex":0.00024302573,"about_ca_topic_score_gemma":0.0011848664,"teacher_disagreement_score":0.8221731,"about_ca_system_score_codex":0.004871838,"about_ca_system_score_gemma":0.014934372,"threshold_uncertainty_score":0.9996408},"labels":[],"label_agreement":null},{"id":"W4386526790","doi":"10.1007/978-3-031-33851-9_65","title":"Essentials of Global Health Diplomacy","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Global Health and Surgery","field":"Medicine","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 on Governance","funders":"","keywords":"Diplomacy; Global health; Negotiation; Political science; Framing (construction); Global governance; International relations; Politics; Health care; Geography; Law","score_opus":0.016011213927575856,"score_gpt":0.3075047034699903,"score_spread":0.29149348954241444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386526790","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":[0.0042453622,0.0096366005,0.00008957736,0.007178643,0.0012642881,0.003620628,0.00025380088,0.00080320914,0.9729079],"genre_scores_gemma":[0.011286972,0.0025941622,0.0010024931,0.0009624111,0.0001745232,0.00006087787,0.000567237,0.000114066854,0.98323727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957316,0.00003473218,0.0014536134,0.0005758728,0.0008549105,0.0013492568],"domain_scores_gemma":[0.99735546,0.0000701608,0.00066425075,0.0004999139,0.0008082357,0.0006019875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009008785,0.00056102336,0.0016454286,0.00024985927,0.0002736622,0.00003116885,0.00017766735,0.0003811399,0.0003666241],"category_scores_gemma":[0.00021435981,0.00054366887,0.00023566533,0.00025371092,0.00019782314,0.00014401489,0.00029090457,0.00028123026,0.0002559838],"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":[0.00070242607,0.00008311172,0.0020830093,0.015826749,0.00045551467,0.0016642936,0.00039729272,0.0000020241837,0.0000025997642,0.91263247,0.058839653,0.0073108803],"study_design_scores_gemma":[0.0007312166,0.0003222196,0.00997677,0.0017788517,0.00008058352,0.000110905996,0.001553813,2.7918327e-7,0.00012645403,0.06355626,0.9212051,0.0005575512],"about_ca_topic_score_codex":0.00017437752,"about_ca_topic_score_gemma":0.00007010463,"teacher_disagreement_score":0.8623654,"about_ca_system_score_codex":0.0014873093,"about_ca_system_score_gemma":0.011588319,"threshold_uncertainty_score":0.9997015},"labels":[],"label_agreement":null},{"id":"W4386542348","doi":"10.1097/gox.0000000000005256","title":"Safety and Sustainability: Optimizing Outcomes and Changing Paradigms in Global Health Endeavors","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Sustainability; Global health; Medicine; Competence (human resources); Health care; Commission; Public relations; Patient safety; Business; Political science; Nursing; Public health; Management; Economics","score_opus":0.022654593593146595,"score_gpt":0.33163579093796297,"score_spread":0.3089811973448164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386542348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888588,0.000745378,0.00031456703,0.004048916,0.0012043741,0.001452527,0.00034269612,0.00013962836,0.002893101],"genre_scores_gemma":[0.9974494,0.00068139675,0.0006613353,0.0009721031,0.000047905072,0.00004952893,0.00006612483,0.000017938582,0.00005427154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961947,0.00026710806,0.0009264678,0.0008008559,0.00032113394,0.0014897326],"domain_scores_gemma":[0.99646413,0.0020453683,0.00023629917,0.00027516024,0.00013040872,0.0008486203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023108555,0.00037573674,0.0014783159,0.00032696468,0.0002934931,0.00011219136,0.00012673486,0.00015267413,0.0000277945],"category_scores_gemma":[0.0028260627,0.00034803874,0.00011872379,0.0017676586,0.00031664825,0.00036602214,0.00045998266,0.00023879195,0.000013747529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080125575,0.000042148222,0.897198,0.00031046648,0.000069169175,0.00024023533,0.00012956867,0.000033171713,1.07876254e-7,0.0055527263,0.00029425925,0.09532889],"study_design_scores_gemma":[0.001468994,0.00009932917,0.9849939,0.0004452587,0.00003069,0.00076571724,0.003957411,0.00095056964,6.600781e-7,0.0057665184,0.0012060822,0.00031492373],"about_ca_topic_score_codex":0.0019692515,"about_ca_topic_score_gemma":0.0004277122,"teacher_disagreement_score":0.09501397,"about_ca_system_score_codex":0.0014915798,"about_ca_system_score_gemma":0.0019192342,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W4386558398","doi":"10.26685/urncst.537","title":"INNOVATX Global Health Case Competition 2023 – Presented by McMaster Friends of MSF","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","keywords":"Disclaimer; Competition (biology); Club; Political science; Refugee; Global health; Public relations; Medical education; Medicine; Health care; Law","score_opus":0.06991686457810696,"score_gpt":0.4796855967155152,"score_spread":0.4097687321374082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386558398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81913745,0.0026967123,0.000008177553,0.17716484,0.0002718743,0.00024495117,0.00001804524,0.000038426653,0.00041952418],"genre_scores_gemma":[0.9881727,0.010827213,0.00011911826,0.000566602,0.00006877321,0.000004328412,0.0000069143084,0.0000046049995,0.0002297224],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99630296,0.00025412266,0.00089227024,0.00045173484,0.0009300342,0.0011688648],"domain_scores_gemma":[0.9977041,0.00043314285,0.00018223005,0.00017152265,0.0008492539,0.0006597521],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009846496,0.00013200268,0.00047508493,0.0009908621,0.0006161192,0.000058860198,0.0002173845,0.00024026347,0.000013774126],"category_scores_gemma":[0.001750386,0.00009241768,0.00005109316,0.007903217,0.003189955,0.00021496767,0.00033564251,0.0019845357,0.00001526236],"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":[0.0007301887,0.0006740362,0.41012335,0.00033278315,0.00007725989,0.003957505,0.000030988933,5.484157e-7,0.00095878507,0.018977707,0.0683231,0.49581376],"study_design_scores_gemma":[0.01990011,0.014509109,0.28144875,0.003958743,0.00007241002,0.07983316,0.008622397,0.018611146,0.0005199743,0.4851434,0.0863014,0.0010794243],"about_ca_topic_score_codex":0.0003156882,"about_ca_topic_score_gemma":0.00018333377,"teacher_disagreement_score":0.49473435,"about_ca_system_score_codex":0.00023655428,"about_ca_system_score_gemma":0.0010527947,"threshold_uncertainty_score":0.9995228},"labels":[],"label_agreement":null},{"id":"W4386564703","doi":"10.1097/acm.0000000000005453","title":"Pros and Cons: Global Adoption of Competency-Based Medical Education","year":2023,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Accreditation; Specialty; Medical education; Popularity; Economic shortage; Graduate medical education; Medicine; Pace; Developing country; Political science; Family medicine; Government (linguistics); Economic growth","score_opus":0.030246448936550707,"score_gpt":0.3640960460062441,"score_spread":0.3338495970696934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386564703","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":[0.0060503376,0.006426492,0.000083329,0.9819008,0.002278583,0.0009643749,0.00005410446,0.00014569155,0.0020962823],"genre_scores_gemma":[0.012283466,0.0038993694,0.00017901426,0.9721663,0.007455857,0.00009438644,0.0025387753,0.000046677556,0.001336137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607414,0.00015218886,0.0011294925,0.00049890426,0.0015761096,0.00056916295],"domain_scores_gemma":[0.9977806,0.00052495016,0.00044910598,0.0003626368,0.00029484183,0.0005878644],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012102812,0.00034044494,0.0011345452,0.00027439476,0.0000475104,0.0000018370285,0.00017696677,0.0021998622,0.00030477453],"category_scores_gemma":[0.0037039074,0.0002605683,0.00008003985,0.00051954604,0.0006726458,0.000033089862,0.000046823858,0.0028828713,0.000067140616],"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":[0.00009901592,0.000015507843,0.013731496,0.0036375904,0.000036511196,0.00016609188,0.000061703955,6.129784e-8,0.000011126364,0.0008968181,0.9751888,0.006155282],"study_design_scores_gemma":[0.0036157556,0.0007980705,0.014275065,0.01999288,0.0006359273,0.00081395934,0.00031891718,0.00035069353,0.000009642671,0.005503208,0.9532911,0.00039477632],"about_ca_topic_score_codex":0.0003013323,"about_ca_topic_score_gemma":0.000008245733,"teacher_disagreement_score":0.021897689,"about_ca_system_score_codex":0.00019103599,"about_ca_system_score_gemma":0.0089063905,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W4386639523","doi":"10.1038/s44185-023-00025-3","title":"Author Correction: Three pathways to better recognize the expertise of Global South researchers","year":2023,"lang":"en","type":"erratum","venue":"npj Biodiversity","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Data science; Computer science; Psychology","score_opus":0.12942888590604115,"score_gpt":0.3291344889517,"score_spread":0.19970560304565885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386639523","genre_codex":"empirical","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":[0.37727755,0.0034231006,0.00022246083,0.13471344,0.32713482,0.006717678,0.015539111,0.0013779604,0.13359389],"genre_scores_gemma":[0.1811557,0.0012915308,0.0012300534,0.059428558,0.015788602,0.00022787551,0.0053379065,0.0002260283,0.7353137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713916,0.00015367736,0.00035790718,0.0005626535,0.0010187909,0.0007678172],"domain_scores_gemma":[0.9979433,0.00012175191,0.00017336667,0.0006959768,0.0003858065,0.00067981606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008995369,0.00029211325,0.000636381,0.0001744213,0.0003528483,0.000025023895,0.00036448118,0.00069299235,0.0003725905],"category_scores_gemma":[0.0009939009,0.00021907502,0.00036629642,0.0011983543,0.00021924921,0.00003948178,0.00041517345,0.0010474388,0.0017000653],"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":[0.00067134533,0.000047654667,0.053235207,0.0001868611,0.00008677005,0.000159773,0.00066053245,1.9063037e-7,0.0000025917836,0.0000022634235,0.928965,0.015981847],"study_design_scores_gemma":[0.00066846726,0.00043997806,0.3136136,0.00047583747,0.00019108203,0.000020804991,0.0017945629,0.000029093337,0.000014061763,0.000056248133,0.6823948,0.00030146298],"about_ca_topic_score_codex":0.0019870666,"about_ca_topic_score_gemma":0.0005595431,"teacher_disagreement_score":0.60171986,"about_ca_system_score_codex":0.0006757966,"about_ca_system_score_gemma":0.00095571147,"threshold_uncertainty_score":0.9990772},"labels":[],"label_agreement":null},{"id":"W4386688410","doi":"10.12688/openresafrica.14185.1","title":"Funding and COVID-19 research in Africa: two years on, are the research needs of Africa being met?","year":2023,"lang":"en","type":"article","venue":"Open Research Africa","topic":"Global Health and Surgery","field":"Medicine","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":"African Academy of Sciences; National Institute for Health and Care Research; Government of the United Kingdom; International Development Research Centre; European and Developing Countries Clinical Trials Partnership; Wellcome Trust; Wellcome","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Economic growth; Political science; Socioeconomics; Virology; Medicine; Sociology; Economics; Outbreak","score_opus":0.5483552357436284,"score_gpt":0.5487026536186471,"score_spread":0.00034741787501868515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386688410","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":[0.46167257,0.0028650002,0.000004586872,0.06437263,0.00016394179,0.0056319507,0.000085541426,0.00009538583,0.4651084],"genre_scores_gemma":[0.9844964,0.0009879629,0.00009375803,0.00013721759,0.00016029278,0.0005408889,0.000013012749,0.00005458985,0.013515877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98532945,0.005148239,0.00068411283,0.00073950144,0.004452205,0.0036465165],"domain_scores_gemma":[0.980897,0.014962321,0.00008186303,0.0012809909,0.0011278688,0.0016499343],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07780018,0.00020922758,0.00068886095,0.0045490926,0.0013106405,0.00034773932,0.0014389041,0.00020435476,0.00020433658],"category_scores_gemma":[0.017097514,0.00015671074,0.00009247564,0.017910263,0.001352292,0.00020219339,0.0027432865,0.003342633,0.0005598202],"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":[0.0045868745,0.0008418422,0.043057457,0.0014285257,0.00013231879,0.003492047,0.037558272,0.000045289555,0.0016008142,0.064558424,0.8262325,0.016465662],"study_design_scores_gemma":[0.003902911,0.0022795803,0.033860683,0.0015538844,0.000014021621,0.000040690444,0.13362667,0.0005533186,0.00020889568,0.034065392,0.7895548,0.00033915805],"about_ca_topic_score_codex":0.00337912,"about_ca_topic_score_gemma":0.00023102682,"teacher_disagreement_score":0.5228238,"about_ca_system_score_codex":0.00090749003,"about_ca_system_score_gemma":0.0025249438,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W4386822962","doi":"10.1016/s2214-109x(23)00382-0","title":"Glocal is global: reimagining the training of global health students in high-income countries","year":2023,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; McMaster University; Bill and Melinda Gates Foundation","keywords":"Glocalization; Global health; Training (meteorology); Developing country; Political science; Economic growth; Geography; Globalization; Economics; Health care","score_opus":0.046183435331125317,"score_gpt":0.42486451048157914,"score_spread":0.3786810751504538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386822962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68938553,0.0044889734,0.000071107585,0.29984894,0.0015672453,0.0012568578,0.0013323206,0.00031465772,0.0017343911],"genre_scores_gemma":[0.9254568,0.0028691045,0.00018269317,0.070742376,0.0006074251,0.000031619056,0.00005163467,0.000017758399,0.0000405373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993647,0.0006101587,0.0013603187,0.0005522817,0.0015179261,0.0023123333],"domain_scores_gemma":[0.9974606,0.00024073572,0.00053869124,0.00094792014,0.00014557391,0.00066647097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055972873,0.0003812783,0.0016132453,0.000046101213,0.00043407697,0.000052277548,0.0007896332,0.0001399713,0.00002686203],"category_scores_gemma":[0.00022499324,0.00022417703,0.00016976248,0.0027153164,0.0003695519,0.00010002335,0.00027909953,0.00054044486,0.00014543475],"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":[0.0009076421,0.000086752225,0.8917906,0.00068448635,0.00007034835,0.00005996466,0.00090159883,0.000048095048,8.062514e-8,0.022293346,0.06284813,0.020308912],"study_design_scores_gemma":[0.0028028176,0.00045984398,0.9689974,0.001031942,0.000022005817,0.00016780371,0.0015072274,0.00030410252,4.3030735e-7,0.0076183793,0.0169234,0.00016461221],"about_ca_topic_score_codex":0.01809282,"about_ca_topic_score_gemma":0.0039700167,"teacher_disagreement_score":0.23607133,"about_ca_system_score_codex":0.0028551647,"about_ca_system_score_gemma":0.00429539,"threshold_uncertainty_score":0.98844576},"labels":[],"label_agreement":null},{"id":"W4386834426","doi":"10.1186/s12913-023-09963-x","title":"Scale up of anaesthesia services in underserved rural Tanzania","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health and Surgery","field":"Medicine","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; Mount Sinai Hospital; Dalhousie University","funders":"","keywords":"Medicine; Tanzania; Emergency medicine; Public health; Anesthesiology; Medical emergency; Nursing; Anesthesia","score_opus":0.07527342007930285,"score_gpt":0.42712026641272544,"score_spread":0.35184684633342256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386834426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993542,0.0011438819,0.0000014001514,0.0030505254,0.00018675326,0.0010798164,0.000022191129,0.0001198285,0.0008535865],"genre_scores_gemma":[0.99513215,0.0014834687,0.00018833352,0.0021845216,0.00010921038,0.00006471956,0.00014598251,0.000036665562,0.0006549494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949116,0.00066155335,0.00088737084,0.00040502724,0.0013382843,0.0017961715],"domain_scores_gemma":[0.9976044,0.00032989527,0.00014068137,0.0006277613,0.0003944055,0.0009028551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004984376,0.0001836256,0.00069085904,0.0010345561,0.00020770678,0.000024626112,0.0003556942,0.000196295,0.00010230026],"category_scores_gemma":[0.00002228579,0.00014841909,0.00010023577,0.003823045,0.000099071585,0.00014814164,0.00017308703,0.0005433215,0.00046531076],"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":[0.001019152,0.00018951014,0.9621001,0.023948258,0.000009635984,0.000049043803,0.0035805588,0.000013104101,0.00013919537,0.00013336042,0.00043342667,0.008384681],"study_design_scores_gemma":[0.0016822248,0.00047007465,0.9611863,0.0019428629,0.0000032148569,0.000012140395,0.02669127,0.0040015616,0.00008590124,0.00033944036,0.0034746053,0.00011038644],"about_ca_topic_score_codex":0.019036638,"about_ca_topic_score_gemma":0.018259777,"teacher_disagreement_score":0.02311071,"about_ca_system_score_codex":0.00029160944,"about_ca_system_score_gemma":0.0016690105,"threshold_uncertainty_score":0.9996544},"labels":[],"label_agreement":null},{"id":"W4386847414","doi":"10.1080/10401334.2023.2259363","title":"Reconsidering a Global Agency for Medical Education: Back to the Drawing Board?","year":2023,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Agency (philosophy); Context (archaeology); Empowerment; Public relations; Political science; Representation (politics); Public administration; Sociology; Law; Social science; Politics","score_opus":0.05103225222083211,"score_gpt":0.3754102539108399,"score_spread":0.32437800169000774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386847414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84515357,0.00090872246,0.00060997833,0.14294498,0.00090783613,0.0004621671,6.8132874e-7,0.00015569024,0.008856361],"genre_scores_gemma":[0.9786545,0.00016966823,0.0014094703,0.015364954,0.0012260958,0.00006316672,0.000026149788,0.000017880167,0.0030681205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983198,0.00027514523,0.00036540814,0.0002672738,0.0003318655,0.0004405302],"domain_scores_gemma":[0.99853003,0.00079508626,0.000049139668,0.00015755204,0.00003875787,0.00042943397],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0059171207,0.000123603,0.00032781612,0.00013265008,0.00039569897,0.000012285438,0.00007788743,0.00008951333,0.0001270602],"category_scores_gemma":[0.014672591,0.00008262774,0.000039763323,0.0003701248,0.000059462862,0.000030412617,0.00004480437,0.00088713295,0.00005880834],"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":[0.00014307002,0.00004336725,0.11638027,0.00037988878,0.000017765686,0.000043480937,0.009499193,0.0000825489,0.000020584495,0.0005002573,0.11308815,0.75980145],"study_design_scores_gemma":[0.001784448,0.000524404,0.21501912,0.003145434,0.000043289896,0.0002947307,0.0089716995,0.0069413097,9.477532e-7,0.00045338934,0.76263654,0.00018466984],"about_ca_topic_score_codex":0.0005816821,"about_ca_topic_score_gemma":0.00011719916,"teacher_disagreement_score":0.75961673,"about_ca_system_score_codex":0.000076591445,"about_ca_system_score_gemma":0.00042224812,"threshold_uncertainty_score":0.99362725},"labels":[],"label_agreement":null},{"id":"W4386858160","doi":"10.4324/9781003028130-3","title":"The Coalition Story","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"History; Political science; Computer science","score_opus":0.04480941518238175,"score_gpt":0.2994167766955045,"score_spread":0.25460736151312274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386858160","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":[0.000008094676,0.0006733643,0.000007526152,0.005841023,0.0010199511,0.00019850844,0.000012993761,0.00014418404,0.99209434],"genre_scores_gemma":[0.00027750176,0.0014760722,0.000008520112,0.0029751356,0.00038225492,0.000005525677,0.00007831915,0.000025557796,0.9947711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993191,0.00000769702,0.0001463069,0.000117027375,0.00022094253,0.00018894245],"domain_scores_gemma":[0.9992999,0.00022967393,0.000042604544,0.00022140967,0.00006256787,0.00014385137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034432425,0.00009551461,0.00017170553,0.000037323298,0.00011288927,0.000005196678,0.000029905877,0.00017056626,0.00041013153],"category_scores_gemma":[0.00005230184,0.00005634992,0.0001025061,0.000009675927,0.00004684116,0.000006755658,0.000015438172,0.00028730015,0.0030417368],"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":[0.000034323217,0.0000015876116,0.000007566992,0.000059362195,0.000016256156,0.000045013243,0.0000034038444,1.2819911e-8,3.0854335e-7,0.3762198,0.6117907,0.01182164],"study_design_scores_gemma":[0.00009362537,0.00003618818,0.00027608385,0.00011903618,0.000023683322,0.000014888174,0.000013833625,0.0000029430712,5.350435e-7,0.008745205,0.99062085,0.000053122465],"about_ca_topic_score_codex":0.000019321687,"about_ca_topic_score_gemma":0.00004079993,"teacher_disagreement_score":0.37883013,"about_ca_system_score_codex":0.00006721256,"about_ca_system_score_gemma":0.00019211978,"threshold_uncertainty_score":0.9977345},"labels":[],"label_agreement":null},{"id":"W4386984676","doi":"10.1057/978-1-349-96073-6_9676","title":"Consortium for Advanced Research Training in Africa (CARTA)","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Faculty of Education, Victoria University of Wellington; Research Committee, Aristotle University of Thessaloniki; Killam Trusts; Tel Aviv University; Camargo Foundation; University of Toronto; Hebrew University of Jerusalem; Canada Council for the Arts; Government of Canada","keywords":"Training (meteorology); Geography; Meteorology","score_opus":0.15446977640757523,"score_gpt":0.3682152919575481,"score_spread":0.21374551554997287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386984676","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":[0.00057942787,0.0011502627,0.000013021887,0.00032684716,0.00072285795,0.0025226604,0.00026837073,0.00017007354,0.9942465],"genre_scores_gemma":[0.9340931,0.00022448317,0.00032411344,0.00031281373,0.00045479555,0.00034462035,0.00018367164,0.0001799878,0.06388237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958751,0.00006110212,0.0008558188,0.00079704495,0.00079412886,0.001616814],"domain_scores_gemma":[0.99694735,0.0012270549,0.00016830406,0.0006459247,0.00039884984,0.0006125172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018524901,0.0004514282,0.0011615764,0.00092377485,0.00016096406,0.000021540209,0.00018885777,0.0006003201,0.00011399441],"category_scores_gemma":[0.00057477475,0.00043778325,0.00035833076,0.00008089045,0.00025742117,4.430722e-7,0.00010134016,0.0010008429,0.0002437563],"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":[0.0012319754,9.1718044e-7,0.00017334109,0.0009755208,0.00009646508,0.00082450587,0.0013571915,9.210914e-7,0.00016724356,0.9336714,0.0006322579,0.060868256],"study_design_scores_gemma":[0.0022106925,0.00054245046,0.0003747893,0.001634932,0.00005906853,0.00005134341,0.00057778857,0.000040001072,0.000058661193,0.9414923,0.052472733,0.00048519633],"about_ca_topic_score_codex":0.000044852437,"about_ca_topic_score_gemma":0.0003508835,"teacher_disagreement_score":0.9335137,"about_ca_system_score_codex":0.00025052953,"about_ca_system_score_gemma":0.0010329492,"threshold_uncertainty_score":0.9998074},"labels":[],"label_agreement":null},{"id":"W4387077386","doi":"10.1007/s00268-023-07171-6","title":"Authors’ Reply: Are LMICs Achieving the Lancet Commission Global Benchmark for Surgical Volumes? A Systematic Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba; Manitoba Health","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Medicine; Cardiac surgery; Abdominal surgery; Commission; Benchmark (surveying); Intensive care medicine; Data science; General surgery; Surgery; Computer science; Political science; Geography; Cartography","score_opus":0.1720108404874869,"score_gpt":0.4253615287783024,"score_spread":0.25335068829081553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387077386","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":[0.000005199672,0.9872017,0.000012240712,0.006893196,0.0027623614,0.0025218432,0.00014418855,0.00005897947,0.00040029341],"genre_scores_gemma":[0.00000816235,0.9932374,0.00009185229,0.002068468,0.0025674636,0.00012572866,0.00008972628,0.00008071334,0.0017305156],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99101794,0.001403275,0.005069628,0.00039282205,0.001129133,0.0009872084],"domain_scores_gemma":[0.9824937,0.009245979,0.005791679,0.0010171938,0.0006138575,0.00083757984],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01717012,0.0006421689,0.011690733,0.00045611124,0.0002832608,0.000080371596,0.00050542917,0.00028191728,0.000053937376],"category_scores_gemma":[0.01025159,0.00034757156,0.0043415786,0.0020245176,0.00008447588,0.000101162404,0.00012338694,0.0014765478,0.00004787687],"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":[0.00007817983,0.00004590773,0.00026171672,0.62782115,0.00034343576,0.0008560132,0.0000034147863,8.0221824e-8,1.3118476e-9,0.000050992105,0.34077582,0.029763319],"study_design_scores_gemma":[0.00014990916,0.000019211648,0.000041178926,0.48600808,0.002970267,0.0029236034,0.000011611065,0.0000023826615,2.21989e-9,0.000024305447,0.5077016,0.00014787937],"about_ca_topic_score_codex":0.000008646393,"about_ca_topic_score_gemma":0.000007431582,"teacher_disagreement_score":0.16692577,"about_ca_system_score_codex":0.0006881854,"about_ca_system_score_gemma":0.0020873821,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4387110009","doi":"10.5334/aogh.4106","title":"Strengthening Mentorship in Global Health for US Medical Students","year":2023,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"","keywords":"Mentorship; Medical education; Global health; Key (lock); Faculty development; Medicine; Professional development; Nursing; Computer science; Public health","score_opus":0.0782811899820777,"score_gpt":0.491843981539154,"score_spread":0.4135627915570763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387110009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8966212,0.0031746458,0.000052560506,0.09673415,0.00079077145,0.0012316522,0.0005110853,0.00014997122,0.00073390914],"genre_scores_gemma":[0.9556628,0.002612528,0.00019557148,0.041015033,0.00021928512,0.00004250438,0.00018775657,0.000015420024,0.000049107235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942294,0.0002483356,0.0014298616,0.00047059794,0.0017967073,0.0018251016],"domain_scores_gemma":[0.9969605,0.00019010705,0.000374383,0.00033639284,0.00018696934,0.0019516505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059738522,0.0002476282,0.0010327407,0.00011210448,0.0001375731,0.000015659443,0.0003362847,0.00019562453,0.000034435583],"category_scores_gemma":[0.00086262973,0.00023250212,0.00021457618,0.0014125507,0.000077868215,0.00006844495,0.00012712431,0.00021193794,0.00004512912],"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":[0.0009284737,0.00056984153,0.7602911,0.0013795202,0.00005005986,0.000050277828,0.00012553172,0.0000080153495,1.7932436e-7,0.005134576,0.14521675,0.08624567],"study_design_scores_gemma":[0.0028830077,0.0019188853,0.961218,0.0013022847,0.000006894355,0.000039796392,0.0003441447,0.00033060106,0.0000035956643,0.0028663285,0.028922837,0.0001636053],"about_ca_topic_score_codex":0.007426667,"about_ca_topic_score_gemma":0.0031363242,"teacher_disagreement_score":0.20092691,"about_ca_system_score_codex":0.0007755099,"about_ca_system_score_gemma":0.004651726,"threshold_uncertainty_score":0.99918294},"labels":[],"label_agreement":null},{"id":"W4387241801","doi":"10.1080/17434440.2023.2264767","title":"Regulation, approval, and access of spinal implants in low-middle-income countries: a narrative review and case study","year":2023,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Tanzania; Low and middle income countries; Medicine; Health care; Business; Licensure; Developing country; Nursing; Economic growth","score_opus":0.089930004724298,"score_gpt":0.48746527260896344,"score_spread":0.3975352678846654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387241801","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":[0.0005821221,0.9926086,8.724012e-7,0.0013665673,0.00018575745,0.005146597,0.000041554256,0.000023838338,0.000044098837],"genre_scores_gemma":[0.0001395967,0.99641424,0.000027384853,0.002717788,0.00013949993,0.0004474557,0.000058325877,0.000034877106,0.00002082525],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99350756,0.0007857164,0.0032535272,0.00065707904,0.001377569,0.00041853715],"domain_scores_gemma":[0.9964951,0.00076084177,0.0012908832,0.0005309975,0.00028785752,0.000634281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005264911,0.00052352645,0.0067346864,0.00028569944,0.000063644395,0.000015310176,0.00033142796,0.00033775734,0.00020865028],"category_scores_gemma":[0.0025094615,0.00033522266,0.00026888918,0.0010881074,0.00027794475,0.00013811511,0.00029828577,0.00052777585,0.00000707293],"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":[0.000016563266,0.00012917983,0.00030631607,0.81640303,0.00013874011,0.0016642872,0.00024863935,6.13323e-10,1.1989785e-9,0.000012731619,0.0016843166,0.17939621],"study_design_scores_gemma":[0.0003954899,0.00023565651,0.00024854895,0.6998818,0.00075293996,0.0038691629,0.00036557135,0.0000014420629,1.7452276e-8,0.0000025768443,0.29406822,0.00017859876],"about_ca_topic_score_codex":0.00074302184,"about_ca_topic_score_gemma":0.00025547948,"teacher_disagreement_score":0.2923839,"about_ca_system_score_codex":0.00007601105,"about_ca_system_score_gemma":0.0013263219,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W4387263260","doi":"10.1002/uog.26640","title":"EP02.22: ISUOG 2022 international trainee survey: evaluation by N‐GEN committee of current and future ultrasound training opportunities","year":2023,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; General partnership; Demographics; Cohort; Obstetrics and gynaecology; Prenatal diagnosis; Family medicine; Gynecology; Pregnancy; Demography; Internal medicine; Fetus","score_opus":0.09080423296053002,"score_gpt":0.3460325859197661,"score_spread":0.25522835295923607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387263260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825354,0.011167485,0.000010504356,0.0008266864,0.0031099024,0.0004063685,0.00046500805,0.000027901104,0.0014507222],"genre_scores_gemma":[0.95834124,0.039115235,0.000032390795,0.00040819513,0.00012510232,0.000035678546,0.0017317336,0.00001643769,0.00019395736],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99798864,0.00028516806,0.0005670382,0.00031310637,0.00041795,0.00042809217],"domain_scores_gemma":[0.9731059,0.026087543,0.0001674325,0.00015657734,0.00026817928,0.00021433683],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002496343,0.00017487422,0.0004677063,0.00050247076,0.00008710763,0.000022367087,0.0000900726,0.00020019176,0.0003204032],"category_scores_gemma":[0.025338583,0.00017373651,0.000050668175,0.00068558037,0.00016505086,0.00009006186,0.000032715838,0.00031499457,0.000003376911],"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":[0.00008894781,0.00024179385,0.45241782,0.00021132725,0.00008420089,0.000031508567,0.0023238119,0.0000056968825,0.0004937758,0.0012994152,0.029404974,0.51339674],"study_design_scores_gemma":[0.0023884093,0.00027841574,0.72302896,0.000038280778,0.00005253529,0.00008035047,0.005599751,0.00042893604,0.000017966033,0.0010004736,0.26687497,0.00021093893],"about_ca_topic_score_codex":0.00007324218,"about_ca_topic_score_gemma":0.000111117835,"teacher_disagreement_score":0.5131858,"about_ca_system_score_codex":0.00013486709,"about_ca_system_score_gemma":0.00029225077,"threshold_uncertainty_score":0.9828714},"labels":[],"label_agreement":null},{"id":"W4387405736","doi":"10.31235/osf.io/6b3aw","title":"Scholars-at-Risk: challenges facing humanity","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Saint Mary's University","funders":"","keywords":"Refugee; Persecution; Political science; Public relations; Diaspora; Phone; Law","score_opus":0.1468551250155291,"score_gpt":0.3624239587008555,"score_spread":0.21556883368532637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387405736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84667003,0.013993229,0.000060898255,0.0053967806,0.0029043662,0.0009037125,0.000102291866,0.0012065814,0.12876211],"genre_scores_gemma":[0.9222101,0.049225155,0.0007261232,0.00156699,0.0008823031,0.00008977442,0.00025774352,0.000091983195,0.024949828],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977576,0.00010556395,0.00044800714,0.0006308284,0.00044255567,0.0006154105],"domain_scores_gemma":[0.9982724,0.00015836903,0.00016454054,0.00078948715,0.00014545953,0.00046970404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011673446,0.00028634162,0.00066074904,0.0001946043,0.00020211432,0.000024969984,0.00013184932,0.00052207033,0.00047859483],"category_scores_gemma":[0.0006166841,0.00024574556,0.00025698598,0.000072184914,0.000037685684,0.000031658637,0.00081579835,0.0015401165,0.0022145663],"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":[0.0013516011,0.0010705682,0.3578757,0.029224409,0.0014078399,0.002657794,0.0037513305,0.00014322904,0.00025895715,0.008595615,0.36732998,0.22633296],"study_design_scores_gemma":[0.001437699,0.00022975978,0.7984705,0.0026215941,0.00031726283,0.000089249996,0.00092973694,0.00029020102,0.00040069027,0.008871801,0.18541963,0.0009218937],"about_ca_topic_score_codex":0.0011861324,"about_ca_topic_score_gemma":0.0009988371,"teacher_disagreement_score":0.44059476,"about_ca_system_score_codex":0.0003209527,"about_ca_system_score_gemma":0.00029593616,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W4387638125","doi":"10.1007/s00268-023-07203-1","title":"Defining Feasibility as a Criterion for Essential Surgery: A Qualitative Study with Global Children's Surgery Experts","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Focus group; Qualitative research; Health care; Identification (biology); Workforce; Perioperative; Nursing; Operations management; Process management; Surgery; Business; Marketing","score_opus":0.0609690803576285,"score_gpt":0.4015737946308062,"score_spread":0.34060471427317773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387638125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303615,0.0012792671,0.00011346864,0.0025641783,0.0018835402,0.0008035238,0.00007696319,0.0001225934,0.0001203286],"genre_scores_gemma":[0.9976913,0.00017750857,0.00023896353,0.00090274395,0.0006247463,0.000054307908,0.00010501125,0.00005664187,0.00014878786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420553,0.00080012635,0.0020537782,0.00052879844,0.0012463578,0.0011653824],"domain_scores_gemma":[0.98791534,0.008779212,0.0011239271,0.00041665253,0.0009066431,0.0008582425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009885614,0.00044170395,0.002216747,0.0012753493,0.000298289,0.00008428214,0.000113493086,0.00011454301,0.00009700652],"category_scores_gemma":[0.0034347335,0.0003468716,0.0011774504,0.002494185,0.00016045725,0.00039049768,0.00005320582,0.0003370651,0.00002941878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010061009,0.0009946143,0.8596295,0.00026954076,0.00042836432,0.0014789262,0.0019578855,0.0000031794764,0.000012343771,0.00005173092,0.11865585,0.0064570648],"study_design_scores_gemma":[0.0022980932,0.0006998149,0.9694507,0.002200533,0.0004336578,0.0021567654,0.01900966,0.000019445095,0.00008885838,0.0005066384,0.0024593496,0.0006764655],"about_ca_topic_score_codex":0.0002493423,"about_ca_topic_score_gemma":0.00013547533,"teacher_disagreement_score":0.1161965,"about_ca_system_score_codex":0.00036591914,"about_ca_system_score_gemma":0.002526371,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W4387641230","doi":"10.1016/j.jcpo.2023.100448","title":"Health diplomacy in action: The cancer legacy of the Good Friday Agreement","year":2023,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Global Health and Surgery","field":"Medicine","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":"National Cancer Institute; University of Limerick; Queen's University; University College Dublin; Medical Research Council; Higher Education Authority; Queen's University Belfast","keywords":"Northern ireland; Memorandum; Diplomacy; Memorandum of understanding; Health care; Cancer; Medicine; Political science; Law; Ethnology; Sociology","score_opus":0.049505636674862415,"score_gpt":0.4465338021345879,"score_spread":0.39702816545972547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387641230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6786083,0.005814985,0.0000043025957,0.31143522,0.0011634158,0.00028799183,0.000019618374,0.0000074250656,0.0026587457],"genre_scores_gemma":[0.97752804,0.009692479,0.000006961228,0.010118913,0.0017825679,0.000014225626,3.5156052e-7,0.000009657175,0.0008467946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829495,0.00011075521,0.0006345554,0.00007959988,0.0005045753,0.00037554334],"domain_scores_gemma":[0.9988244,0.00008397474,0.0005449415,0.00021417896,0.00014135677,0.00019110659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008144435,0.000090127534,0.00035688267,0.00019746658,0.00008582762,0.00000989092,0.00016830314,0.00003669909,0.000081451326],"category_scores_gemma":[0.0001260015,0.00004568788,0.00016630083,0.0010184537,0.000053496307,0.000087037515,0.00003896113,0.0003600514,0.0000048873258],"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":[0.0007592318,0.00027124892,0.5392271,0.000996367,0.00028030304,0.00005097317,0.0033904233,0.0009119978,0.00057188666,0.005763806,0.21144974,0.23632689],"study_design_scores_gemma":[0.0010980844,0.00013075281,0.85393953,0.00066028954,0.000025427758,0.000044123524,0.00037487145,0.000026593936,0.00035299445,0.000623489,0.14268103,0.000042829928],"about_ca_topic_score_codex":0.014730521,"about_ca_topic_score_gemma":0.0023022087,"teacher_disagreement_score":0.31471238,"about_ca_system_score_codex":0.00070560205,"about_ca_system_score_gemma":0.004109094,"threshold_uncertainty_score":0.99183047},"labels":[],"label_agreement":null},{"id":"W4387710456","doi":"10.1016/j.bja.2023.09.015","title":"Developing simulation educator skills globally through the Vital Anaesthesia Simulation Training community of practice","year":2023,"lang":"en","type":"letter","venue":"British Journal of Anaesthesia","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"Australian and New Zealand College of Anaesthetists","keywords":"Welfare; Low and middle income countries; Global health; Developing country; Medicine; Health care; Training (meteorology); Economic growth; Political science; Economics; Geography; Law","score_opus":0.05729482959025196,"score_gpt":0.360226594232416,"score_spread":0.30293176464216404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387710456","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":[0.3710445,0.00525203,0.003825128,0.6153526,0.0016886969,0.001352393,0.00008308643,0.00012715747,0.0012744312],"genre_scores_gemma":[0.6600234,0.0016828248,0.004498714,0.33084258,0.002572847,0.0000054311404,0.00014526513,0.000117400115,0.000111568246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944574,0.0013869277,0.0018215958,0.00023454345,0.0014239035,0.000675601],"domain_scores_gemma":[0.99324244,0.0022523138,0.0023418556,0.000438298,0.0015433639,0.00018175028],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00325672,0.00036764078,0.0012158328,0.00023557291,0.00045972012,0.000136436,0.0005090704,0.0006987373,0.000016850649],"category_scores_gemma":[0.004344158,0.00034172588,0.00052175,0.0007377603,0.0002025217,0.00057461223,0.000054644453,0.0035620274,0.000015337842],"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":[0.00086280366,0.00072529615,0.0022966585,0.0017789801,0.0009842019,0.019041367,0.00737766,0.02740295,0.000003532072,0.00015073082,0.58371013,0.3556657],"study_design_scores_gemma":[0.0015855277,0.0012471747,0.04144969,0.008712746,0.0009031415,0.012421053,0.004612188,0.0006441079,0.0000058466503,0.0013311306,0.9264605,0.00062692026],"about_ca_topic_score_codex":0.0012733703,"about_ca_topic_score_gemma":0.000045677793,"teacher_disagreement_score":0.3550388,"about_ca_system_score_codex":0.00046238955,"about_ca_system_score_gemma":0.0026122325,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W4387893651","doi":"10.2196/49955","title":"e-Learning Evaluation Framework and Tools for Global Health and Public Health Education: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Global Health and Surgery","field":"Medicine","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":"Scopus; Public health; Protocol (science); Systematic review; Relevance (law); Medical education; Medicine; Knowledge management; Management science; Computer science; Psychology; MEDLINE; Political science; Engineering; Nursing; Alternative medicine","score_opus":0.7985864762632741,"score_gpt":0.7563831659002098,"score_spread":0.04220331036306424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387893651","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":[9.485808e-9,0.41362125,0.00008564675,0.0054914076,0.000014473391,0.58061254,0.000034232417,0.00007579722,0.00006466814],"genre_scores_gemma":[1.8074636e-9,0.41936964,0.0012847607,0.001304366,0.00039133217,0.5772117,0.00028104815,0.000058054316,0.00009910247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904155,0.0029839887,0.0019704618,0.0011596602,0.0014879772,0.0019823995],"domain_scores_gemma":[0.99172086,0.002902776,0.0009976599,0.0006514293,0.0016996379,0.0020276522],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02550926,0.00048593988,0.0029443272,0.00038880884,0.0009440447,0.00051881373,0.00023029023,0.00045021423,0.000034534074],"category_scores_gemma":[0.02097006,0.0003938283,0.00032716745,0.0016004795,0.00015362469,0.00031400734,0.0002069021,0.0012602208,0.000019165567],"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":[0.00007670401,0.00012496665,0.000011578495,0.47114775,0.000017407567,3.8460294e-7,0.000021203292,4.6897424e-9,7.790866e-10,0.00062074274,0.023786832,0.5041924],"study_design_scores_gemma":[0.000736164,0.0020024974,0.0000045245447,0.4823162,0.000009585833,0.000030393085,0.00005490738,0.000007675211,3.0046396e-9,0.00050049176,0.5142116,0.00012598078],"about_ca_topic_score_codex":0.000022569078,"about_ca_topic_score_gemma":0.000014939194,"teacher_disagreement_score":0.50406647,"about_ca_system_score_codex":0.0018493101,"about_ca_system_score_gemma":0.074203916,"threshold_uncertainty_score":0.99985135},"labels":[],"label_agreement":null},{"id":"W4387912031","doi":"10.1093/eurpub/ckad160.1107","title":"Funding agencies’ complicity in advancing or impeding equity in and through global health research","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; University of Waterloo; Queen's University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Equity (law); Public relations; Health equity; Public economics; Operationalization; Political science; Scrutiny; Business; Public administration; Economics; Law; Health care","score_opus":0.5448822940080705,"score_gpt":0.5574130482826369,"score_spread":0.012530754274566402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387912031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94392335,0.0016852806,0.0011168035,0.047789298,0.00042221806,0.0003709607,0.000012806948,0.000042449017,0.004636807],"genre_scores_gemma":[0.9894323,0.0041554375,0.001066944,0.004898242,0.0003458499,0.0000011747903,0.0000064841347,0.000023681561,0.00006989641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9882817,0.005612644,0.0019907341,0.00035182553,0.0011286986,0.0026343688],"domain_scores_gemma":[0.99675,0.00056152616,0.00046605902,0.0002033413,0.00026222886,0.0017568193],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08863496,0.0001578113,0.0007481532,0.0007133777,0.00029909192,0.00007126557,0.00021239747,0.000036859212,0.000027561508],"category_scores_gemma":[0.0048568654,0.00012780771,0.00006481029,0.0029348908,0.00010272761,0.00038834708,0.00030030037,0.0011717206,0.000023910165],"study_design_candidate":"observational","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":[0.00045254716,0.0003173078,0.37619358,0.0029234977,0.00003099493,0.00443607,0.017189184,0.00003680543,0.000078105724,0.002453558,0.051833916,0.54405445],"study_design_scores_gemma":[0.0032400375,0.0022983158,0.9303282,0.0018908327,0.0000015419328,0.0011797084,0.026638191,0.00043976458,0.000001815766,0.00041348577,0.033405434,0.0001626531],"about_ca_topic_score_codex":0.0007649953,"about_ca_topic_score_gemma":0.0007751357,"teacher_disagreement_score":0.5541346,"about_ca_system_score_codex":0.0034708038,"about_ca_system_score_gemma":0.006327156,"threshold_uncertainty_score":0.999306},"labels":[],"label_agreement":null},{"id":"W4387950032","doi":"10.1186/s12961-023-01056-9","title":"How to improve research capacity strengthening efforts: learning from the monitoring and evaluation of four research consortia in Africa","year":2023,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Medical Research Council; Wellcome Trust","keywords":"Health services research; Accountability; Excellence; Monitoring and evaluation; Health administration; Capacity building; Program evaluation; Process management; Public relations; Investment (military); Health informatics; Medicine; Business; Knowledge management; Political science; Public health; Economic growth; Nursing; Computer science; Public administration; Economics","score_opus":0.6606348570973681,"score_gpt":0.5580090285093788,"score_spread":0.1026258285879893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387950032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704977,0.0045714504,0.0000023044026,0.020953702,0.00015937329,0.0029302242,0.0000324082,0.000029621104,0.0008231835],"genre_scores_gemma":[0.9962486,0.0016673068,0.000022791384,0.000030998377,0.000885349,0.0004928699,0.000008915007,0.000023425258,0.0006197369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9806231,0.011013966,0.00071673404,0.000589066,0.0045938627,0.0024632278],"domain_scores_gemma":[0.9840952,0.0117603205,0.00010200914,0.00049195,0.002471945,0.0010785686],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.123521216,0.00013356753,0.0005098557,0.0016382053,0.0011275394,0.0001853089,0.00016489382,0.00017209453,0.0000025502538],"category_scores_gemma":[0.03864958,0.00009916268,0.000032635515,0.0035447546,0.00040106356,0.000106912754,0.00028305547,0.0022125503,0.00001340565],"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":[0.0020732486,0.00025864388,0.62879944,0.010310843,0.00014456775,0.00013074547,0.08049224,0.00035199098,0.008794668,0.009951274,0.025684208,0.23300812],"study_design_scores_gemma":[0.0040588067,0.003074246,0.7771986,0.008058477,0.000014040825,0.000044170953,0.1195329,0.037215956,0.00042946346,0.003199308,0.046865437,0.0003085902],"about_ca_topic_score_codex":0.068510525,"about_ca_topic_score_gemma":0.0006007745,"teacher_disagreement_score":0.23269953,"about_ca_system_score_codex":0.0008874909,"about_ca_system_score_gemma":0.0029290908,"threshold_uncertainty_score":0.96944827},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4388066328","doi":"10.1093/oso/9780195330892.001.0001","title":"Epilepsy in Our World: Stories of Living with Seizures from Around the World","year":2007,"lang":"en","type":"book","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Mount Sinai Hospital","funders":"","keywords":"Epilepsy; Narrative; League; Psychiatry; History; Psychology; Medicine; Sociology; Literature; Art","score_opus":0.02063751244660348,"score_gpt":0.30330772389939525,"score_spread":0.28267021145279175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388066328","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":[0.006605605,0.0035597545,0.00003543029,0.0011559126,0.0006081293,0.0005638474,0.000038016442,0.000055153552,0.9873782],"genre_scores_gemma":[0.09312397,0.00008620918,0.00042209533,0.0027529106,0.00096287986,0.000010310738,0.000043298325,0.000039252765,0.90255904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980469,0.000052741172,0.000575302,0.00030201382,0.0005426406,0.00048044373],"domain_scores_gemma":[0.99743223,0.0015223214,0.0002398642,0.00048470974,0.00011830745,0.00020253852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067774154,0.0002932069,0.0008348586,0.0005208156,0.000048657184,0.000013301192,0.00013416918,0.00017142527,0.00039859622],"category_scores_gemma":[0.00017601773,0.00016693365,0.00011012617,0.00038580268,0.000096239346,0.00004078553,0.000046520698,0.00074626826,0.000030034458],"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":[0.0007247416,0.00014415344,0.23599668,0.0006302407,0.00018394107,0.00046520875,0.0006591465,0.000005937611,0.0000013224078,0.006349883,0.75102276,0.0038159827],"study_design_scores_gemma":[0.00056146755,0.00020084956,0.12490699,0.010589518,0.00019309856,0.000036368478,0.0024176892,0.000011469288,0.000010341793,0.00082755706,0.8598344,0.00041026383],"about_ca_topic_score_codex":0.0035993066,"about_ca_topic_score_gemma":0.086254925,"teacher_disagreement_score":0.111089684,"about_ca_system_score_codex":0.00029512515,"about_ca_system_score_gemma":0.00113395,"threshold_uncertainty_score":0.93041855},"labels":[],"label_agreement":null},{"id":"W4388181190","doi":"10.12968/bjha.2023.17.10.395","title":"War veteran breaks abseil record for three healthcare charities","year":2023,"lang":"en","type":"article","venue":"British Journal of Healthcare Assistants","topic":"Global Health and Surgery","field":"Medicine","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":"Royal Canadian Navy","funders":"","keywords":"Health care; History; Psychology; Criminology; Medicine; Political science; Law","score_opus":0.053592604633701295,"score_gpt":0.34263389023244734,"score_spread":0.28904128559874603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388181190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89980817,0.033256512,0.0001545,0.05900626,0.0051651956,0.0011819282,0.0009633427,0.0001934232,0.00027067703],"genre_scores_gemma":[0.98197484,0.010278794,0.0009088181,0.0049615516,0.0012643171,0.000041415675,0.000097206226,0.00007609778,0.00039698483],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99584997,0.00015507614,0.0015844508,0.0003473461,0.00081374863,0.0012494227],"domain_scores_gemma":[0.99612767,0.00037054284,0.0006079721,0.00027201118,0.0013909767,0.001230826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018762663,0.0002452289,0.001060119,0.00036178614,0.00046662454,0.000058741032,0.0002110387,0.0002824951,0.00004501028],"category_scores_gemma":[0.00066353276,0.0002674236,0.0004482939,0.00059178594,0.000080065845,0.0002159241,0.000038160575,0.0007526947,0.00002912189],"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":[0.0020920415,0.0001609363,0.0644747,0.0042464035,0.00011084956,0.004911817,0.000265174,6.119955e-7,0.000045410303,0.00018813483,0.12540774,0.7980962],"study_design_scores_gemma":[0.004991433,0.003016863,0.8059832,0.008592927,0.00008871968,0.014579799,0.001622522,0.000100131896,0.000035522356,0.003815649,0.15671572,0.00045755552],"about_ca_topic_score_codex":0.004251362,"about_ca_topic_score_gemma":0.006249802,"teacher_disagreement_score":0.7976386,"about_ca_system_score_codex":0.00037521948,"about_ca_system_score_gemma":0.0017600796,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W4388337016","doi":"10.1016/j.wneu.2023.10.147","title":"The Scope, Trends, and Challenges of Neurosurgical Research in Nigeria: A Bibliometric Review","year":2023,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Scope (computer science); Workforce; Bibliometrics; Specialty; Family medicine; Library science; Economic growth","score_opus":0.352400194196433,"score_gpt":0.4751595348581927,"score_spread":0.1227593406617597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388337016","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":[0.00002307297,0.98818743,9.508754e-9,0.005694007,0.0010282507,0.0012228497,0.00003447084,0.000071072405,0.0037388275],"genre_scores_gemma":[0.000026279573,0.996622,0.000001640218,0.0004436074,0.00023244538,0.0003378934,0.000024789571,0.000118317475,0.0021930262],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99157864,0.0023427152,0.0024139287,0.0009561256,0.0013332084,0.0013753681],"domain_scores_gemma":[0.9832524,0.014349672,0.00053869694,0.0010960693,0.00020029666,0.0005628345],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.010270873,0.0005183898,0.004177734,0.053678017,0.00018112005,0.00005132434,0.00033176312,0.00025238105,0.000029369245],"category_scores_gemma":[0.0037811142,0.00033021494,0.00072034914,0.1498172,0.0004039702,0.00006113809,0.00035253866,0.0018486012,0.00008770043],"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":[0.00004300779,0.00008815253,0.0001316579,0.15290277,0.000023766965,0.0009769836,0.0000018869769,7.620123e-9,5.812797e-8,0.00013723306,0.035866816,0.8098277],"study_design_scores_gemma":[0.00015200977,0.000082503524,0.0023952904,0.1170914,0.00010665075,0.0002871998,0.0000024195365,2.9382716e-7,9.997537e-8,0.000015990481,0.8796884,0.00017778242],"about_ca_topic_score_codex":0.000024704665,"about_ca_topic_score_gemma":0.00009333202,"teacher_disagreement_score":0.8438215,"about_ca_system_score_codex":0.00008050443,"about_ca_system_score_gemma":0.00077453064,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W4388367363","doi":"10.1093/oso/9780195300277.003.0003","title":"International Health Agencies, Activities, and Other Actors","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Principal (computer security); Political science; Public relations; Set (abstract data type); Range (aeronautics); International health; Health policy; Health care; Engineering; Computer science; Computer security; Law","score_opus":0.038364601636724296,"score_gpt":0.3097644179146677,"score_spread":0.2713998162779434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388367363","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":[0.00017465882,0.0013639977,0.000013378394,0.004196129,0.0004677851,0.00023589178,0.00006851256,0.00006993847,0.9934097],"genre_scores_gemma":[0.003215613,0.0022075232,0.00028124344,0.0314204,0.00046568544,0.0000018042888,0.00008278971,0.000029620925,0.9622953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989357,0.000006641633,0.00026703798,0.0002364389,0.00029019627,0.0002639779],"domain_scores_gemma":[0.9992868,0.000040154173,0.00011776814,0.00016342744,0.000029574841,0.00036233416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001577023,0.00019842874,0.00040668892,0.00013892847,0.000043916443,0.000012735899,0.00004380739,0.00019880531,0.0030262533],"category_scores_gemma":[0.000013795374,0.00016215633,0.000081361446,0.000010742783,0.000048779795,0.000031319996,0.000021599684,0.00026951617,0.000042388714],"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":[0.00024651975,0.000045188688,0.001172333,0.0002996844,0.00015441222,0.00008712837,0.0001804009,4.747043e-8,0.00000527826,0.12848377,0.35065284,0.51867235],"study_design_scores_gemma":[0.0002403233,0.00013582144,0.00071559096,0.0002144635,0.000011287706,0.00008716386,0.000023147368,0.000004227209,0.0000018117373,0.00084230123,0.99760664,0.00011725277],"about_ca_topic_score_codex":0.00018408726,"about_ca_topic_score_gemma":0.000057208224,"teacher_disagreement_score":0.64695376,"about_ca_system_score_codex":0.00030011195,"about_ca_system_score_gemma":0.00057076267,"threshold_uncertainty_score":0.9978851},"labels":[],"label_agreement":null},{"id":"W4388367560","doi":"10.1093/oso/9780195300277.003.0014","title":"Doing International Health","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Reading (process); Political science; Psychology; Sociology; Public relations; Law","score_opus":0.024362457504892174,"score_gpt":0.32488624744022426,"score_spread":0.3005237899353321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388367560","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":[0.0000026323585,0.0009997786,0.0001039436,0.020880653,0.0006788967,0.00017235996,0.00001056214,0.000081532395,0.9770696],"genre_scores_gemma":[0.00047388804,0.0012500958,0.0020117497,0.042198937,0.0006387445,8.270558e-7,0.00016883988,0.000016543307,0.9532404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897957,0.0000030515453,0.00031196923,0.00018502497,0.00028876011,0.00023164773],"domain_scores_gemma":[0.999316,0.000021137841,0.00009846709,0.00015725744,0.00007028409,0.00033685256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016366626,0.00013625808,0.0003395871,0.00012220102,0.00003099406,0.000006407556,0.00004505317,0.00014756355,0.002922715],"category_scores_gemma":[0.000010863397,0.000114119954,0.00012092269,0.000008319132,0.000014312833,0.000016467047,0.000014607372,0.0002629099,0.0005401755],"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":[0.00005478963,0.000014850195,0.000049471037,0.00008195554,0.000027378908,0.00008418492,0.000009024435,1.0051176e-7,2.979836e-7,0.16713655,0.23825595,0.5942854],"study_design_scores_gemma":[0.00022389535,0.00010011285,0.0002868065,0.00037218202,0.0000071558356,0.00010613667,0.0000019346612,0.00000560651,4.492457e-7,0.0021781079,0.9966394,0.00007826855],"about_ca_topic_score_codex":0.00004157284,"about_ca_topic_score_gemma":0.000016036389,"teacher_disagreement_score":0.7583834,"about_ca_system_score_codex":0.00020352087,"about_ca_system_score_gemma":0.00044670497,"threshold_uncertainty_score":0.99798876},"labels":[],"label_agreement":null},{"id":"W4388465612","doi":"10.1136/bmjgh-2023-013653","title":"The future of global health: restructuring governance through inclusive youth leadership","year":2023,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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; Western University","funders":"World Health Organization","keywords":"Restructuring; Corporate governance; Global health; Political science; Public health; Public administration; Public relations; Business; Medicine; Nursing","score_opus":0.06002486902953263,"score_gpt":0.40832027040723146,"score_spread":0.3482954013776988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388465612","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":[0.3747789,0.09212752,0.00008220644,0.5093437,0.007945895,0.003935823,0.0026328047,0.0006604929,0.0084926635],"genre_scores_gemma":[0.9619647,0.011304897,0.0004142524,0.02451882,0.0015089387,0.00002453595,0.00011246943,0.000023760871,0.00012758674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99498117,0.00031886026,0.0011882163,0.0005179793,0.0010956756,0.0018981236],"domain_scores_gemma":[0.99733,0.00013879563,0.00075924903,0.0007578129,0.0001838748,0.0008302662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015973591,0.00032170385,0.0008408703,0.000015056095,0.00075025397,0.000021706472,0.00031870874,0.00019567146,0.000009414419],"category_scores_gemma":[0.00029347997,0.00023752199,0.00022466425,0.0016619446,0.00021765805,0.000107581865,0.00019328675,0.0003759251,0.000084955966],"study_design_candidate":"observational","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":[0.0025904728,0.00015432622,0.07435272,0.0035064074,0.00011119717,0.00016777014,0.0022023967,0.000059970225,9.0283015e-7,0.14459886,0.36400858,0.4082464],"study_design_scores_gemma":[0.0024984388,0.0010587821,0.8551814,0.0014964137,0.000028419821,0.0003745851,0.018109966,0.000112313974,0.000006985874,0.013141453,0.10763667,0.00035457016],"about_ca_topic_score_codex":0.00500552,"about_ca_topic_score_gemma":0.0029795326,"teacher_disagreement_score":0.78082865,"about_ca_system_score_codex":0.0027444172,"about_ca_system_score_gemma":0.0058977823,"threshold_uncertainty_score":0.99973786},"labels":[],"label_agreement":null},{"id":"W4388485524","doi":"10.1016/j.sempedsurg.2023.151352","title":"Gaps and priorities in innovation for children's surgery","year":2023,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Alberta","funders":"","keywords":"Medicine; Emerging technologies; Sustainability; Health care; Scale (ratio); Population; Developing country; Business; Economic growth; Environmental health; Computer science","score_opus":0.02228838492624904,"score_gpt":0.29243489628395686,"score_spread":0.27014651135770784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388485524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927627,0.0046344367,0.000003546264,0.00086762925,0.0009595991,0.000494815,0.00002833813,0.00011357572,0.00013538568],"genre_scores_gemma":[0.9762505,0.021695072,0.000083713305,0.0005446864,0.00072967267,0.00013531935,0.00027155378,0.00003237853,0.00025704977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977104,0.00006218428,0.00085021567,0.00036401872,0.00026678795,0.0007463907],"domain_scores_gemma":[0.995239,0.0042107506,0.00014056494,0.00018889418,0.00009629326,0.00012448736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031999017,0.00018441511,0.0006324876,0.0028563095,0.000056674246,0.000015051162,0.00003552615,0.00019947975,0.000010128903],"category_scores_gemma":[0.003207031,0.00019310183,0.00010526233,0.0042406186,0.000042412226,0.00012473176,0.0000363878,0.00021196797,0.000012857962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001688385,0.000042390246,0.89321566,0.00057528925,0.000003886074,0.00009748029,0.000079997204,0.0000015604753,0.0000047555186,0.0000589856,0.086495966,0.019255199],"study_design_scores_gemma":[0.00037650677,0.000022348118,0.9971741,0.00023847345,0.000016724889,0.00004125809,0.000111887,0.00003832038,0.00002977158,0.0005058554,0.0012602833,0.00018445805],"about_ca_topic_score_codex":0.00008435647,"about_ca_topic_score_gemma":0.000016573318,"teacher_disagreement_score":0.103958465,"about_ca_system_score_codex":0.00009839829,"about_ca_system_score_gemma":0.0005295868,"threshold_uncertainty_score":0.78744644},"labels":[],"label_agreement":null},{"id":"W4388751743","doi":"10.1016/j.wneu.2023.11.037","title":"The Role of International Collaborations in Sustainable Neurosurgical Development in Nigeria","year":2023,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Neurosurgery; Intensive care medicine; Radiology","score_opus":0.03938202037485881,"score_gpt":0.338890991352824,"score_spread":0.2995089709779652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388751743","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":[0.0013242827,0.990553,2.235477e-7,0.0005346053,0.0016649693,0.0013465465,0.00002658315,0.000062478975,0.0044872994],"genre_scores_gemma":[0.0010589212,0.98754513,0.000009039233,0.00019454905,0.0001141683,0.00037853487,0.00011177816,0.000059832033,0.010528023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960862,0.00032447238,0.0019112437,0.00042721283,0.00049045676,0.00076041115],"domain_scores_gemma":[0.9968082,0.0020731902,0.000403316,0.0003706319,0.00015906924,0.00018560837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014774308,0.00030943623,0.0014739039,0.0013617352,0.000102398895,0.000047160873,0.00022710822,0.00014780823,0.000030177322],"category_scores_gemma":[0.0013732621,0.0002327201,0.0002677075,0.0036766024,0.000080452985,0.000059764745,0.00015794259,0.0006261447,0.000054470667],"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":[0.00065806636,0.0011850317,0.08186921,0.025339548,0.00016738551,0.0077804727,0.00027156132,0.00002298296,0.0000044417457,0.010892014,0.025256896,0.8465524],"study_design_scores_gemma":[0.00018082559,0.000010932594,0.0031441986,0.0034929062,0.000018516626,0.000034228713,0.00007426311,0.0000077799195,0.0000021901303,0.00003926841,0.9928463,0.00014857322],"about_ca_topic_score_codex":0.00003801627,"about_ca_topic_score_gemma":0.00060498435,"teacher_disagreement_score":0.96758944,"about_ca_system_score_codex":0.00035304535,"about_ca_system_score_gemma":0.0028135031,"threshold_uncertainty_score":0.949005},"labels":[],"label_agreement":null},{"id":"W4388835418","doi":"10.1136/bmjgh-2023-013751","title":"Global Health Mentorship: Challenges and Opportunities for Equitable Partnership","year":2023,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"York University; International Development Research Centre","funders":"","keywords":"Mentorship; General partnership; Public health; Global health; Political science; Medicine; Public relations; Nursing; Medical education","score_opus":0.2554971098311258,"score_gpt":0.46338315600304947,"score_spread":0.2078860461719237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388835418","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":[0.04931937,0.10379184,0.00026620278,0.81116724,0.0019418817,0.0057974863,0.0012183101,0.001198403,0.025299244],"genre_scores_gemma":[0.87963915,0.058698907,0.00081860303,0.05506312,0.0011519715,0.0004733296,0.00061783125,0.000051598476,0.0034855073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954623,0.0002576613,0.00069269346,0.00059383607,0.0005876128,0.0024059264],"domain_scores_gemma":[0.99668425,0.00016498135,0.00028618056,0.0004184461,0.00015173496,0.0022944133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003958575,0.00032762196,0.00093563023,0.00009395243,0.0004257766,0.00004329824,0.00011657746,0.00016921933,0.000010418672],"category_scores_gemma":[0.00026533433,0.00030485317,0.00014489151,0.00039573573,0.00011213916,0.00013616437,0.00011311314,0.00011856916,0.000029189898],"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":[0.0005991038,0.000125015,0.0037081977,0.004060286,0.000046118552,0.00006796767,0.0002858092,0.0000016551732,1.2170722e-7,0.11677962,0.46164176,0.41268435],"study_design_scores_gemma":[0.003505408,0.0032305084,0.10655849,0.0009886232,0.00003882271,0.0004413973,0.009009426,0.00050971983,9.01022e-7,0.016594581,0.8586585,0.0004636612],"about_ca_topic_score_codex":0.0005127852,"about_ca_topic_score_gemma":0.0009293333,"teacher_disagreement_score":0.83031976,"about_ca_system_score_codex":0.0013233554,"about_ca_system_score_gemma":0.004097068,"threshold_uncertainty_score":0.99994034},"labels":[],"label_agreement":null},{"id":"W4388945547","doi":"10.3310/nihropenres.1115218.1","title":"Evaluation of the National Institute for Health and Care Research’s (NIHR) Global Health Research (GHR) Portfolio, First Phase (2016/17-2020/21) - Interim Report","year":2023,"lang":"en","type":"report","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"H2020 European Research Council; Economic and Social Research Council; Department for International Development; Foreign, Commonwealth and Development Office; Medical Research Council; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; European and Developing Countries Clinical Trials Partnership; Coalition for Epidemic Preparedness Innovations","keywords":"Chemistry","score_opus":0.5861020521548438,"score_gpt":0.6383769765176215,"score_spread":0.0522749243627777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388945547","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":[0.062179983,0.10527348,0.00026316673,0.2105745,0.022726081,0.055240244,0.016074002,0.0006946144,0.52697396],"genre_scores_gemma":[0.76111263,0.07510374,0.0020570757,0.010160128,0.0122831045,0.005993668,0.03400699,0.0005580622,0.098724596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9783344,0.0013164779,0.002630292,0.0012812674,0.014655696,0.0017818225],"domain_scores_gemma":[0.96946436,0.0006786536,0.0011009133,0.0010215191,0.026308294,0.0014262489],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08524457,0.00040595018,0.0013945627,0.000742981,0.0011176539,0.000059846265,0.00034294414,0.00053087564,0.00017129171],"category_scores_gemma":[0.030215774,0.00029784738,0.00036519056,0.002039819,0.00071598974,0.00013575252,0.00044898526,0.0013974699,0.000016891065],"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":true,"study_design_scores_codex":[0.000525347,0.0002891721,0.0014255472,0.0063295932,0.00015605867,0.00007219657,0.00030892726,0.000006616955,7.5228087e-7,0.00028560925,0.95156246,0.039037697],"study_design_scores_gemma":[0.0033680066,0.0020220818,0.009524784,0.0046647144,0.000092342896,0.0014624645,0.001760622,0.00031506573,0.0000046444447,0.0012921797,0.9752559,0.00023719856],"about_ca_topic_score_codex":0.016782338,"about_ca_topic_score_gemma":0.011557199,"teacher_disagreement_score":0.69893265,"about_ca_system_score_codex":0.012960371,"about_ca_system_score_gemma":0.1890529,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W4389042738","doi":"10.1371/journal.pgph.0002644","title":"Editors as allies: Our two-year experience at PLOS Global Public Health","year":2023,"lang":"en","type":"editorial","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Public health; Political science; Public relations; Environmental ethics; Public administration; Medicine; Philosophy; Nursing","score_opus":0.06259145832031301,"score_gpt":0.3771655791779958,"score_spread":0.31457412085768277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389042738","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":[0.0047002207,0.0024732214,0.000016432807,0.14873321,0.82271504,0.0033149316,0.007144885,0.0023125317,0.0085895],"genre_scores_gemma":[0.008988906,0.005213013,0.00037987795,0.024275675,0.9489051,0.0006971668,0.009089857,0.00034057364,0.0021097949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97231936,0.0015816059,0.004029281,0.003469834,0.009128291,0.009471607],"domain_scores_gemma":[0.97566646,0.0009730306,0.0023068665,0.0028618954,0.0023911314,0.015800592],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0054314635,0.0020322027,0.004709972,0.00056731683,0.0015383667,0.00061947334,0.0018190444,0.0025674817,0.00043891024],"category_scores_gemma":[0.02311862,0.0019754681,0.00093591906,0.00440146,0.0003941027,0.0008023286,0.0012348557,0.0029901825,0.005674194],"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":true,"study_design_scores_codex":[0.0003362701,0.0015531285,0.005619309,0.003721022,0.00042379854,0.00026370471,0.000571876,7.012715e-7,3.2998236e-7,0.0009948055,0.9841219,0.0023931349],"study_design_scores_gemma":[0.0033617069,0.0018596606,0.0010988301,0.0013341275,0.00006202623,0.00007969252,0.0031883598,0.00004598504,4.8412437e-7,0.00015698405,0.98764515,0.0011669807],"about_ca_topic_score_codex":0.012849975,"about_ca_topic_score_gemma":0.002351948,"teacher_disagreement_score":0.12619007,"about_ca_system_score_codex":0.027623361,"about_ca_system_score_gemma":0.069789104,"threshold_uncertainty_score":0.9997615},"labels":[],"label_agreement":null},{"id":"W4389219740","doi":"10.1182/blood-2023-182261","title":"Unlocking Global Potential: Education and Funding Opportunities for International Trainees in Hematology","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Hematology; Medical education; Higher education; Political science; Medicine; Public relations; Internal medicine","score_opus":0.07141831015440711,"score_gpt":0.35475803456154215,"score_spread":0.28333972440713506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389219740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172735,0.00037098498,0.000058213343,0.0046641137,0.0009959089,0.00015380932,0.000014149649,0.0000477431,0.0019677025],"genre_scores_gemma":[0.998411,0.00012789441,0.00027838568,0.0005824089,0.00016152143,0.00003111098,0.000095598065,0.000004387734,0.00030768747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950266,0.000009613651,0.00014644573,0.00009627173,0.000067261346,0.00017775649],"domain_scores_gemma":[0.9997596,0.00004045628,0.000027339081,0.00004041228,0.00005207785,0.00008009026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017404779,0.0000463308,0.00011177078,0.00010612977,0.000028266588,0.000008082006,0.000022596814,0.00004240065,0.000008148497],"category_scores_gemma":[0.0001709521,0.000046195713,0.000023318744,0.0000965909,0.000016146621,0.000034730543,0.000013841578,0.000030669216,0.00000195637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026759648,0.0009855086,0.8190587,0.0009301172,0.00012209931,0.00034134064,0.0006800613,0.000007790917,0.00045369173,0.053881545,0.024797406,0.09847414],"study_design_scores_gemma":[0.012605274,0.00046445083,0.8498132,0.0013329141,0.00026301268,0.0032194254,0.02805171,0.003300961,0.00068768946,0.022342173,0.077370405,0.00054875336],"about_ca_topic_score_codex":0.000030556606,"about_ca_topic_score_gemma":0.000023549934,"teacher_disagreement_score":0.09792539,"about_ca_system_score_codex":0.000022194114,"about_ca_system_score_gemma":0.00016936327,"threshold_uncertainty_score":0.18838064},"labels":[],"label_agreement":null},{"id":"W4389222455","doi":"10.32920/ihtp.v3i3.1944","title":"An international partnership between a Canadian and Brazilian University: A descriptive report","year":2023,"lang":"en","type":"article","venue":"International Health Trends and Perspectives","topic":"Global Health and Surgery","field":"Medicine","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":"Lakehead University","funders":"","keywords":"General partnership; Internationalization; Curriculum; Context (archaeology); Political science; Public relations; Resource (disambiguation); Sociology; Pedagogy; Medical education; Medicine; Business; Geography","score_opus":0.06648419580200632,"score_gpt":0.3728685368451044,"score_spread":0.3063843410430981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389222455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6705738,0.00031414273,0.000021213464,0.27844575,0.0005039443,0.00016107244,0.00035806492,0.00014073888,0.0494813],"genre_scores_gemma":[0.99307144,0.0006409504,0.00015152682,0.0007207616,0.0003447026,0.000002606937,0.0003652497,0.000010094624,0.0046926835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988108,0.00005182446,0.00019089479,0.000366738,0.00023527507,0.00034444997],"domain_scores_gemma":[0.99868745,0.000057929537,0.00007376146,0.00011438891,0.0001632184,0.000903277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039540397,0.00011189435,0.00019974822,0.00077701226,0.00019496646,0.000036074605,0.000079342986,0.000067753135,0.00013650142],"category_scores_gemma":[0.00007444883,0.00011362228,0.00004154709,0.0002993532,0.00010468507,0.00021242678,0.000024875006,0.00016161258,0.000009730432],"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":[0.00020493269,0.000049782106,0.812829,0.000026734619,0.00012255512,0.0008084764,0.006068095,6.3679767e-7,0.0000033572965,0.00936698,0.0058716703,0.16464777],"study_design_scores_gemma":[0.00049249537,0.00016009956,0.8746221,0.000048017613,0.000009172867,0.00022418397,0.0047944426,0.00025959223,6.5967976e-7,0.00024532608,0.11906232,0.000081593644],"about_ca_topic_score_codex":0.04563051,"about_ca_topic_score_gemma":0.027830077,"teacher_disagreement_score":0.32249767,"about_ca_system_score_codex":0.00050009583,"about_ca_system_score_gemma":0.0005330453,"threshold_uncertainty_score":0.98990947},"labels":[],"label_agreement":null},{"id":"W4389513631","doi":"10.1016/j.jpedsurg.2023.12.010","title":"James Warden and the Global Alliance Partnership: A Pediatric Surgery Giant and His Enduring PAPS Landmark","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Alliance; General partnership; Medicine; Landmark; Law; Political science; Cartography; Geography","score_opus":0.0325940515002385,"score_gpt":0.28815893478401594,"score_spread":0.25556488328377747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389513631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488132,0.042629372,0.0000057650323,0.006478086,0.0015405072,0.00019069682,0.000015174254,0.000059610964,0.00026759805],"genre_scores_gemma":[0.8719974,0.1185186,0.000051647294,0.0008759449,0.008300382,0.000009547343,0.0000066832063,0.00002554829,0.0002142242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964946,0.00033436652,0.001248498,0.0002926401,0.0007927102,0.0008371747],"domain_scores_gemma":[0.9918506,0.0061316066,0.00076881313,0.00024216039,0.00026016336,0.00074664317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058223377,0.0002863338,0.0011767051,0.00044094084,0.00019441887,0.000069431146,0.00010370502,0.00018010971,0.000035540754],"category_scores_gemma":[0.003827871,0.00018696043,0.00048129546,0.00141188,0.00012575126,0.00020144429,0.000089096415,0.00046278408,0.000026919177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007685497,0.000037195703,0.7431237,0.0004361094,0.000053655804,0.0010213044,0.000088854715,0.0000023107402,6.8103947e-7,0.000020462516,0.25004068,0.004406491],"study_design_scores_gemma":[0.0021229947,0.00006893319,0.9743287,0.00014183797,0.00077151606,0.0013361308,0.0004908902,0.00007458842,0.000004340986,0.00056760095,0.019743042,0.0003494536],"about_ca_topic_score_codex":0.00007225473,"about_ca_topic_score_gemma":0.0000068438385,"teacher_disagreement_score":0.23120497,"about_ca_system_score_codex":0.00012361539,"about_ca_system_score_gemma":0.00095611234,"threshold_uncertainty_score":0.76240253},"labels":[],"label_agreement":null},{"id":"W4389569944","doi":"10.1002/jso.27551","title":"Inequities in global cancer surgery: Challenges and solutions","year":2023,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"National Cancer Institute; Medical Research Council; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Cancer surgery; General surgery; Cancer; Surgery; Internal medicine","score_opus":0.26857380758011296,"score_gpt":0.4705781925186666,"score_spread":0.20200438493855366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389569944","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":[0.00014636545,0.9892451,2.2993143e-7,0.005721627,0.0014843062,0.00021887418,0.0000385859,0.000015546277,0.0031293323],"genre_scores_gemma":[0.00005541463,0.9986237,0.000017262573,0.00013710764,0.000975594,0.000025465322,0.000007708715,0.000019983938,0.00013771169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966416,0.0004509999,0.0017530894,0.00020531505,0.0003090239,0.000639979],"domain_scores_gemma":[0.9960213,0.0023474065,0.0008326652,0.000112231624,0.00016611276,0.00052029773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447715,0.0002612023,0.004558592,0.00045508207,0.00003843551,0.0000067273922,0.00008606389,0.0006747414,0.00006296889],"category_scores_gemma":[0.00028188463,0.00017959697,0.00064329215,0.0004220315,0.00015629377,0.000057930305,0.00008807289,0.0008614049,0.00001965469],"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":[0.00014327874,0.00014143088,0.00015866247,0.011100311,0.0001535115,0.007588149,0.000022303626,2.1970781e-7,2.5576314e-9,0.0008043318,0.0061012493,0.97378653],"study_design_scores_gemma":[0.0005291072,0.00024194736,0.0005619275,0.016159073,0.000422141,0.008818264,0.00007125424,7.8116807e-7,2.1583524e-9,0.00024078334,0.972832,0.00012272231],"about_ca_topic_score_codex":0.000084890715,"about_ca_topic_score_gemma":0.00028831422,"teacher_disagreement_score":0.9736638,"about_ca_system_score_codex":0.0010707701,"about_ca_system_score_gemma":0.00465063,"threshold_uncertainty_score":0.8250018},"labels":[],"label_agreement":null},{"id":"W4389836924","doi":"10.1007/s10912-023-09827-9","title":"Advancing Global Health Equity: The Role of the Liberal Arts in Health Professional Education","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Humanities","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Equity (law); Liberal arts education; Global health; Health care; Health equity; Social determinants of health; Sociology; Multidisciplinary approach; Public relations; Political science; Medical education; Pedagogy; Social science; Medicine; Higher education; Law","score_opus":0.03650631145532234,"score_gpt":0.42483641051126986,"score_spread":0.3883300990559475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389836924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74948967,0.010884374,0.0000075165467,0.23228604,0.003774893,0.00039821034,0.000009819087,0.000018173625,0.0031312949],"genre_scores_gemma":[0.9717067,0.0012868097,0.000045789533,0.025392065,0.0009852926,0.000006390236,0.0000051227685,0.000008357803,0.00056349556],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99652314,0.0002781423,0.0009977531,0.00007840115,0.0016806053,0.00044197426],"domain_scores_gemma":[0.99857527,0.00021239102,0.00058648706,0.00013827402,0.0001475541,0.00034004074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047131767,0.0000894167,0.0003980089,0.000103816674,0.00019265668,0.0000101974865,0.00024058962,0.00007109713,0.000113094175],"category_scores_gemma":[0.0008032608,0.000045979024,0.00012591871,0.00033409937,0.00015738905,0.00007788521,0.000121251265,0.0006051285,0.000004566538],"study_design_candidate":"observational","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":[0.00045540297,0.0009827036,0.07770639,0.0017773331,0.000053628653,0.000048902206,0.006852267,0.000017755949,0.000008652369,0.056787793,0.30380797,0.5515012],"study_design_scores_gemma":[0.001867119,0.0009966922,0.57419574,0.010849874,0.000021966218,0.0009841871,0.0391778,0.0003354781,0.000018292845,0.050636332,0.32078388,0.0001326338],"about_ca_topic_score_codex":0.0004258395,"about_ca_topic_score_gemma":0.000554455,"teacher_disagreement_score":0.55136853,"about_ca_system_score_codex":0.0004958605,"about_ca_system_score_gemma":0.01154403,"threshold_uncertainty_score":0.9940596},"labels":[],"label_agreement":null},{"id":"W4389976895","doi":"10.1371/journal.pone.0295932","title":"Regional anaesthesia practice in public hospitals in Botswana: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Medicine; Referral; Regional anesthesia; Cross-sectional study; Anesthesia; Nurse anesthetist; Nursing; Medical emergency; Emergency medicine","score_opus":0.10687989394312859,"score_gpt":0.3540126369082995,"score_spread":0.2471327429651709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389976895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855111,0.00020345107,2.491824e-7,0.011576651,0.00005692129,0.00068979774,0.0000039411384,0.000093111885,0.0018647545],"genre_scores_gemma":[0.99727225,0.00015726009,0.00012681136,0.0017510961,0.00011846381,0.00013360419,0.00003482348,0.0000155448,0.00039011994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978975,0.00012732593,0.00044031316,0.0003051021,0.0007436421,0.00048610353],"domain_scores_gemma":[0.9990228,0.000286021,0.000077732126,0.00021715477,0.0001807836,0.00021555222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015545889,0.0001055058,0.00031659065,0.00043357455,0.000054664786,0.000033197528,0.00006999795,0.00009439797,0.00005832099],"category_scores_gemma":[0.0023064387,0.000104372455,0.000039992683,0.0012784649,0.000038850758,0.00023872094,0.00003303946,0.0003283359,0.0002980286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002835498,0.0060532074,0.9912211,0.00006652379,0.000048219907,0.00078213145,0.00019591079,0.000001681804,0.000021868254,0.00018507821,0.0009070433,0.00023371246],"study_design_scores_gemma":[0.0014872719,0.0004997646,0.996335,0.00007802495,0.000014212861,0.000018080056,0.000492489,0.0000936936,0.000004701618,0.00013884577,0.0007507701,0.000087124376],"about_ca_topic_score_codex":0.00052227447,"about_ca_topic_score_gemma":0.00021573986,"teacher_disagreement_score":0.011761153,"about_ca_system_score_codex":0.00019141349,"about_ca_system_score_gemma":0.00035511085,"threshold_uncertainty_score":0.4256185},"labels":[],"label_agreement":null},{"id":"W4390045960","doi":"10.2106/jbjs.23.00828","title":"What’s Important (Arts and Humanities): Shouldn’t Our GOAL! Be to Find a Better Way?","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Presentation (obstetrics); Object (grammar); Portrait; Ephemera; Visual arts; Multimedia; Medicine; Art; Computer science; Surgery","score_opus":0.07165851674453634,"score_gpt":0.3120354802167104,"score_spread":0.24037696347217408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390045960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94461286,0.0029147065,0.0000041031685,0.050619233,0.0015698327,0.00012517216,0.000008519582,0.000022396667,0.00012319563],"genre_scores_gemma":[0.9629154,0.0080993995,0.000107965105,0.02594884,0.0009329002,0.0000053815274,0.00001046083,0.000031162595,0.0019484413],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975569,0.000044238623,0.001277096,0.0001788856,0.000440068,0.0005027852],"domain_scores_gemma":[0.99847156,0.00021980754,0.00038195399,0.00014731397,0.00015976554,0.00061960734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023710069,0.00017593997,0.0010220422,0.0007358904,0.000114068636,0.0000854081,0.000013675006,0.00010166072,0.000048758186],"category_scores_gemma":[0.00037285005,0.0001367622,0.0002657045,0.0002387681,0.00003188594,0.00032263753,0.000050139046,0.00031405958,0.000014711616],"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":[0.00062962674,0.000114190836,0.11356338,0.00061551074,0.00010881313,0.0063481242,0.0007897862,7.7395345e-7,0.0026143386,0.000044192042,0.8550155,0.020155758],"study_design_scores_gemma":[0.0008491062,0.00044768024,0.80648404,0.0016306386,0.00011586603,0.0038601707,0.0033836225,0.000022748292,0.000321436,0.00036061945,0.18225208,0.00027199378],"about_ca_topic_score_codex":0.000032558844,"about_ca_topic_score_gemma":0.000013178805,"teacher_disagreement_score":0.6929207,"about_ca_system_score_codex":0.000039782313,"about_ca_system_score_gemma":0.00019842885,"threshold_uncertainty_score":0.55770004},"labels":[],"label_agreement":null},{"id":"W4390440009","doi":"10.1016/j.jsurg.2023.11.004","title":"Use of Innovative Technology in Surgical Training in Resource-Limited Settings: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","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; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Expatriate; Resource (disambiguation); Medicine; Grey literature; Knowledge management; Medical education; MEDLINE; Business; Computer science; Political science","score_opus":0.1609282216401043,"score_gpt":0.46055154996070036,"score_spread":0.299623328320596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390440009","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":[0.0016442124,0.99347967,4.2661472e-7,0.003097789,0.00032548662,0.0011640189,0.00000562125,0.000015484891,0.00026731496],"genre_scores_gemma":[0.00009065869,0.99896234,0.00019732986,0.00028950014,0.00024838824,0.00005096316,0.00005960354,0.000034068482,0.00006714021],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9945638,0.0004854453,0.0037740143,0.00026781255,0.00046734017,0.00044154734],"domain_scores_gemma":[0.9949799,0.0017032711,0.0022639653,0.00023048183,0.0006094008,0.000212948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003550241,0.00028355166,0.003842717,0.0027050695,0.000020359828,0.000010120653,0.00014680422,0.00052917126,0.00003862705],"category_scores_gemma":[0.004046,0.00021610378,0.00039258238,0.00674979,0.000095728625,0.00011951619,0.000045931993,0.0016389972,0.000007205821],"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":[0.000095491705,0.00024654545,0.00026758396,0.13182226,0.000041735646,0.0007880376,0.000109906774,5.887731e-7,7.47022e-8,0.00014095931,0.0012621528,0.86522466],"study_design_scores_gemma":[0.00028531166,0.000082851446,0.000033796536,0.50901383,0.00007697772,0.0018137208,0.00017406451,6.466413e-7,1.3561322e-7,0.000024273848,0.4884076,0.00008677067],"about_ca_topic_score_codex":0.000017015587,"about_ca_topic_score_gemma":0.000004286839,"teacher_disagreement_score":0.8651379,"about_ca_system_score_codex":0.00044903468,"about_ca_system_score_gemma":0.008087097,"threshold_uncertainty_score":0.9975361},"labels":[],"label_agreement":null},{"id":"W4390471250","doi":"10.3097/lo.2023.1119","title":"Odyssey of First IALE World Congress in Africa and Opportunities for North-South or South-South Collaboration","year":2023,"lang":"en","type":"article","venue":"Landscape Online","topic":"Global Health and Surgery","field":"Medicine","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":"Leibniz-Gemeinschaft; Technische Universität Berlin; Univerza v Ljubljani; Universiteit Gent; Arizona State University; Concordia University; Universidad Nacional de Colombia; RMIT University; Universitatea din București; Nature Conservancy","keywords":"Landscape ecology; Ecology; Geography; Political science; Environmental ethics; Habitat; Biology","score_opus":0.08381755701661203,"score_gpt":0.3114356615155595,"score_spread":0.22761810449894748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390471250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931356,0.00027918027,0.000007314781,0.0028287154,0.00029517544,0.00057772885,0.0021459458,0.00007292467,0.00065746874],"genre_scores_gemma":[0.9914012,0.00016183795,0.00023187512,0.00030685076,0.00020139539,0.000045959023,0.0011966575,0.000021971302,0.006432239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987908,0.000027478149,0.0004247948,0.00020731983,0.00018598141,0.00036362562],"domain_scores_gemma":[0.99907666,0.00021163785,0.00013971262,0.00017361881,0.00019523432,0.00020313285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028183538,0.00013741132,0.00043866978,0.0003447199,0.000060312188,0.000013296234,0.000047634956,0.00007454806,0.000058254118],"category_scores_gemma":[0.0002823123,0.000106140695,0.000042883956,0.0007340658,0.000047911988,0.000050737788,0.00002999462,0.00009239814,0.0000046899586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035911521,0.00022438829,0.9574141,0.0016048765,0.000049312053,0.00020201005,0.006878967,0.000033097596,0.000021195725,0.00013583909,0.02795348,0.0018916096],"study_design_scores_gemma":[0.017906466,0.0015735029,0.5587994,0.0014880599,0.00029635013,0.00002922776,0.050704468,0.020067135,0.00013810939,0.000101343416,0.34809875,0.0007971941],"about_ca_topic_score_codex":0.000017440781,"about_ca_topic_score_gemma":0.0044714613,"teacher_disagreement_score":0.39861467,"about_ca_system_score_codex":0.000018080244,"about_ca_system_score_gemma":0.00025728118,"threshold_uncertainty_score":0.43282917},"labels":[],"label_agreement":null},{"id":"W4390574517","doi":"10.36834/cmej.76686","title":"Broadening relevance and representation in global health medical education research: centring context, content, and voice","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"The Wilson Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Centring; Relevance (law); Context (archaeology); Representation (politics); Content (measure theory); Computer science; Biology; Political science; Mathematics; Engineering","score_opus":0.08744103391164679,"score_gpt":0.4550126257406154,"score_spread":0.3675715918289686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390574517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.642628,0.010109161,0.000013938076,0.34379697,0.0018540912,0.00036770047,0.000004925946,0.00002294333,0.0012022424],"genre_scores_gemma":[0.93845016,0.0081474,0.000108940214,0.0517156,0.0009338891,0.000025544889,0.000048312144,0.000013179271,0.00055697066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966624,0.0004124416,0.0006166976,0.00029553878,0.0012081504,0.00080478145],"domain_scores_gemma":[0.9852786,0.00030262535,0.00011834915,0.00014246698,0.00043210064,0.013725851],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0042465525,0.00010795582,0.0002787222,0.00058186933,0.00036122568,0.00006511952,0.00010311745,0.00020431122,0.00062343804],"category_scores_gemma":[0.054829743,0.00010551034,0.000029686234,0.0010175231,0.00021183098,0.00016299638,0.000027090618,0.0010703854,0.00003114831],"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":[0.00006099169,0.00008329534,0.14885633,0.00014376534,0.000009531386,0.0001711058,0.0010195824,2.2433835e-7,0.0000022028619,0.001856238,0.20434245,0.64345425],"study_design_scores_gemma":[0.0018375323,0.00014279516,0.7461582,0.0034385526,0.000009691019,0.005795642,0.018485539,0.0006879617,0.0000018575998,0.0016718977,0.22160389,0.00016645873],"about_ca_topic_score_codex":0.06461426,"about_ca_topic_score_gemma":0.08547445,"teacher_disagreement_score":0.64328784,"about_ca_system_score_codex":0.0013352903,"about_ca_system_score_gemma":0.11115154,"threshold_uncertainty_score":0.95313185},"labels":[],"label_agreement":null},{"id":"W4390579254","doi":"10.5206/uwomj.v91i1.15682","title":"Short Term Experiences in Global Health (STEGH)","year":2024,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Humility; Harm; Cultural humility; Order (exchange); Colonialism; Term (time); Work (physics); Public relations; Political science; Sociology; Business; Law; Cultural competence","score_opus":0.018254316055624685,"score_gpt":0.3051004950459039,"score_spread":0.28684617899027925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390579254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903721,0.0010040461,0.0005485611,0.0049652276,0.0007253097,0.000086581356,0.0000029669977,0.0000233017,0.0022718653],"genre_scores_gemma":[0.99790925,0.00034345422,0.00015989023,0.0008203219,0.000118168056,7.6002266e-8,0.000004875925,0.0000033934118,0.0006405521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983323,0.00006059441,0.00031280692,0.00016993991,0.000741605,0.0003827325],"domain_scores_gemma":[0.99879086,0.000032362288,0.00004454763,0.00009119505,0.000040551386,0.001000501],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006808218,0.00009658612,0.00035539933,0.00012435604,0.000076136,0.000016243946,0.00016042782,0.00011943173,0.0009875882],"category_scores_gemma":[0.000030769184,0.000085782165,0.00012348579,0.00017584137,0.00014409592,0.0001292569,0.000050296076,0.00058818504,0.000017714148],"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":[0.00023223842,0.00013896143,0.86124897,0.0001343525,0.000034033572,0.0070199454,0.0117515875,4.818644e-7,0.0000011018086,0.00005658413,0.0030739082,0.11630782],"study_design_scores_gemma":[0.0008353843,0.00039220776,0.9394319,0.0018853905,0.000021959766,0.003746077,0.008049396,0.000046415153,0.0000012029014,0.000054412245,0.045440964,0.00009468179],"about_ca_topic_score_codex":0.023433572,"about_ca_topic_score_gemma":0.11905451,"teacher_disagreement_score":0.116213135,"about_ca_system_score_codex":0.001182839,"about_ca_system_score_gemma":0.0044928417,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W4390671734","doi":"10.2196/52938","title":"Overview of Retention Strategies for Medical Doctors in Low- and Middle-Income Countries and Their Effectiveness: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"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; Protocol (science); Scopus; Systematic review; Low and middle income countries; Grey literature; Inclusion (mineral); Retention rate; Economic shortage; MEDLINE; Developing country; Medical education; Business; Alternative medicine; Psychology; Political science; Economic growth; Marketing; Government (linguistics)","score_opus":0.4801658902535406,"score_gpt":0.6530108245084049,"score_spread":0.17284493425486425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390671734","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":[6.2933276e-7,0.4552271,0.000006732844,0.000092247545,0.0000062298927,0.5445591,0.00006305799,0.000018381208,0.00002651432],"genre_scores_gemma":[1.00253814e-7,0.44810015,0.000023917622,0.000034201,0.00006706071,0.5517005,0.000022069784,0.00003569945,0.000016312963],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947415,0.0011955748,0.0016402312,0.00074035535,0.0008363835,0.00084593176],"domain_scores_gemma":[0.9952289,0.0030945435,0.00032188275,0.0004083206,0.000536811,0.00040953068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013154532,0.00045698055,0.003221085,0.0005020397,0.000107998734,0.00010976983,0.00019954154,0.00052746246,0.000037378555],"category_scores_gemma":[0.0016912008,0.00027809973,0.00040969768,0.00068005436,0.00037763128,0.0001624099,0.00020501667,0.0008468698,0.000003833138],"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":[0.00071009813,0.00010793865,0.000033219563,0.92593354,0.000045650795,0.000019921048,0.00002291701,2.2020608e-9,9.032474e-8,0.0010957156,0.00039993334,0.071630955],"study_design_scores_gemma":[0.0013111052,0.001024141,0.000011611156,0.5978268,0.000028694425,0.000036929243,0.000010956884,0.0000047871795,0.0000010827799,0.00059620285,0.3990258,0.00012188741],"about_ca_topic_score_codex":0.000016559217,"about_ca_topic_score_gemma":0.000024826773,"teacher_disagreement_score":0.39862585,"about_ca_system_score_codex":0.00023260669,"about_ca_system_score_gemma":0.006008436,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W4390935688","doi":"10.1097/prs.0000000000011298","title":"Transforming Plastic and Reconstructive Surgical Care in Low- and Middle-Income Countries: A Paradigm Shift to the Diagonal Model","year":2024,"lang":"en","type":"editorial","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Medicine; Outreach; Empowerment; Health care; Population; Nursing; Economic growth","score_opus":0.011663723063253232,"score_gpt":0.259731853366718,"score_spread":0.24806813030346478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390935688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51753324,0.008778695,0.00013379936,0.0004475889,0.46672243,0.0014882868,0.004244003,0.00012004056,0.0005319091],"genre_scores_gemma":[0.8392906,0.0039209635,0.00019586802,0.00013872841,0.15509644,0.0005991299,0.0004656213,0.00022387698,0.00006877],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422604,0.00022582238,0.0015312944,0.0015155345,0.0010557893,0.0014454933],"domain_scores_gemma":[0.95982194,0.03829236,0.00026898185,0.0003753617,0.00023955872,0.0010018094],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001096039,0.0009895382,0.0023192437,0.0011036516,0.0002751757,0.00017284972,0.00016213566,0.001178609,0.0000533389],"category_scores_gemma":[0.0043763868,0.00077046646,0.00036280794,0.0006530461,0.00090024364,0.00024073411,0.000134918,0.002402507,0.00004813515],"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":[0.08849898,0.0007848958,0.32662222,0.17952575,0.006233265,0.030146945,0.04988801,0.0012067334,0.0000037030522,0.020401137,0.21816613,0.07852223],"study_design_scores_gemma":[0.017868275,0.0027133073,0.032266792,0.24467692,0.005701531,0.014318129,0.015391065,0.013724574,0.00004961975,0.019432696,0.62243843,0.011418676],"about_ca_topic_score_codex":0.0001701967,"about_ca_topic_score_gemma":0.00078634004,"teacher_disagreement_score":0.4042723,"about_ca_system_score_codex":0.00075748155,"about_ca_system_score_gemma":0.0043746983,"threshold_uncertainty_score":0.99989897},"labels":[],"label_agreement":null},{"id":"W4390988235","doi":"10.1136/bmjgh-2023-014207","title":"Neglected cancer care needs among the nomadic pastoralist communities in sub-Saharan Africa: a call to action","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Pastoralism; Call to action; Action (physics); Medicine; Cancer; Family medicine; Geography; Nursing; Socioeconomics; Environmental health; Sociology; Business; Livestock","score_opus":0.04872557506856042,"score_gpt":0.392173876311876,"score_spread":0.3434483012433156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390988235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9188038,0.04593151,0.000039785507,0.02793472,0.0017572285,0.0020007011,0.00034896776,0.0002441482,0.0029390967],"genre_scores_gemma":[0.9887442,0.0019783375,0.000030342284,0.008251253,0.0003771605,0.0002858933,0.00012349048,0.000020983514,0.00018832317],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976679,0.00031465944,0.00052643154,0.00021411233,0.00038162197,0.00089529273],"domain_scores_gemma":[0.99866664,0.00011258217,0.000067125016,0.00040155777,0.00012925868,0.0006228323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004088428,0.0002142104,0.00043495517,0.00019922764,0.00024203447,0.00005403049,0.0001397251,0.00012454129,0.00003850054],"category_scores_gemma":[0.00005272881,0.00015948273,0.00009961289,0.0017678384,0.000091247275,0.00008629237,0.000053314998,0.00046210136,0.000065230175],"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":[0.00094725355,0.00013387996,0.11989806,0.0029787517,0.000054554683,0.00019202556,0.010623814,0.00011090836,0.000017715493,0.0005504339,0.7112044,0.15328819],"study_design_scores_gemma":[0.0005769603,0.0003828253,0.5946203,0.0021740773,0.000031042957,0.00009094947,0.0056266463,0.000706398,0.000004696272,0.000040507835,0.39554915,0.0001964614],"about_ca_topic_score_codex":0.1287339,"about_ca_topic_score_gemma":0.13559635,"teacher_disagreement_score":0.47472224,"about_ca_system_score_codex":0.003086844,"about_ca_system_score_gemma":0.0021871282,"threshold_uncertainty_score":0.8801768},"labels":[],"label_agreement":null},{"id":"W4391364736","doi":"10.1016/j.jsurg.2023.12.004","title":"Factors Influencing Exam Performance of Surgical Trainees in Sub-Saharan Africa: A Retrospective Analysis of the College of Surgeons in East, Central, and Southern Africa Membership Examination","year":2024,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Science Foundation Ireland; Royal College of Surgeons in Ireland","keywords":"Curriculum; Economic shortage; Demographics; Medical education; Duration (music); Medicine; Psychology; Family medicine; Demography; Pedagogy; Government (linguistics)","score_opus":0.02766222623008065,"score_gpt":0.28077339673329604,"score_spread":0.2531111705032154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391364736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959986,0.0027307058,9.1610167e-7,0.00041878026,0.00019089831,0.00017157651,0.000050318842,0.0000030680235,0.00043509153],"genre_scores_gemma":[0.9989902,0.00089748896,0.000008752785,0.000004012416,0.000038711332,0.0000027929404,0.0000051916,0.000006981159,0.00004588313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789214,0.00022936036,0.0010131791,0.00013807385,0.00049385114,0.00023341762],"domain_scores_gemma":[0.9985564,0.0004824975,0.0004152795,0.00010853493,0.00028861218,0.00014868846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016015371,0.00011991432,0.00069307897,0.0008955653,0.000021678396,0.000005451955,0.00006896339,0.000109802095,0.000049718554],"category_scores_gemma":[0.00024737173,0.000078141435,0.00023743979,0.0024430265,0.00010848936,0.00014286778,0.000013144164,0.00032255345,1.4198272e-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":[0.0003992076,0.0005628655,0.98530465,0.00047397637,0.00016513199,0.000023132547,0.010738183,0.00022819272,0.00034563363,0.00017894189,0.00011861492,0.0014614615],"study_design_scores_gemma":[0.000574516,0.00014462334,0.99185085,0.00088495476,0.00025895712,0.00003989236,0.0042242403,0.0012723019,0.00026626993,0.00003778221,0.00038245894,0.00006315361],"about_ca_topic_score_codex":0.00013970687,"about_ca_topic_score_gemma":0.00007901186,"teacher_disagreement_score":0.006546191,"about_ca_system_score_codex":0.00026782532,"about_ca_system_score_gemma":0.0007235035,"threshold_uncertainty_score":0.31865153},"labels":[],"label_agreement":null},{"id":"W4391518643","doi":"10.1186/s12910-024-01006-2","title":"Analyzing the composition of the editorial boards in high-impact medical ethics journals: a survey study","year":2024,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"National Key Research and Development Program of China; China Academy of Chinese Medical Sciences; National Natural Science Foundation of China","keywords":"Context (archaeology); Middle East; Philosophy of medicine; Latin Americans; Political science; Geography; Medicine; Alternative medicine; Law","score_opus":0.11540666492394185,"score_gpt":0.47255762516042404,"score_spread":0.3571509602364822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391518643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8887024,0.0030874908,0.0016760306,0.058798514,0.046781145,0.0007255578,0.000047667254,0.00006634654,0.000114858696],"genre_scores_gemma":[0.9819567,0.0016458561,0.000030357687,0.0025099998,0.013784271,0.000013225985,0.000021422868,0.000022083164,0.000016041271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9824547,0.007616274,0.0012064789,0.00033029602,0.007831844,0.0005603979],"domain_scores_gemma":[0.893924,0.102555126,0.00026964728,0.0008016676,0.0010541771,0.0013954039],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.078351974,0.00020969527,0.00064587075,0.00016231832,0.00024857096,0.00005191485,0.00046391517,0.0018598554,0.000427964],"category_scores_gemma":[0.1978189,0.00010177266,0.0002735841,0.0012209973,0.00059135054,0.000060466995,0.00018457176,0.0126897115,0.0000150101805],"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":[0.0018786795,0.0019444778,0.8667645,0.004241323,0.0003851215,0.0005972469,0.010433518,0.00007393903,0.000027759259,0.0023148186,0.10893549,0.002403119],"study_design_scores_gemma":[0.0028325873,0.0006453692,0.9778861,0.010389825,0.0002169724,0.00017576732,0.0010610443,0.0036391239,0.000013444679,0.0010131814,0.0019102318,0.00021638413],"about_ca_topic_score_codex":0.009873452,"about_ca_topic_score_gemma":0.045379266,"teacher_disagreement_score":0.11946694,"about_ca_system_score_codex":0.00023610744,"about_ca_system_score_gemma":0.037337143,"threshold_uncertainty_score":0.99943596},"labels":[],"label_agreement":null},{"id":"W4391534500","doi":"10.1590/0100-6991e-20243667","title":"Expandindo o Ensino de Cirurgia Global no Brasil: Perspectivas após o 35º Congresso Brasileiro de Cirurgia","year":2024,"lang":"pt","type":"article","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine","score_opus":0.018942656159779254,"score_gpt":0.3250863274186037,"score_spread":0.30614367125882447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391534500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82945615,0.12781315,0.0015322984,0.0024234236,0.0063113533,0.0038514053,0.0020443902,0.00195913,0.024608677],"genre_scores_gemma":[0.9664059,0.012182766,0.00046789338,0.005213058,0.0058084987,0.00030834193,0.0003361206,0.0006018835,0.008675488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98031247,0.0022412848,0.0034993812,0.0038004739,0.0026131303,0.0075332928],"domain_scores_gemma":[0.98556155,0.0032286216,0.00096860126,0.00304359,0.0011815784,0.0060160807],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0053725964,0.0029040293,0.004298797,0.0011410441,0.001310031,0.0033270237,0.001661391,0.002576721,0.004878753],"category_scores_gemma":[0.0044308626,0.0030731393,0.0026696252,0.0037436823,0.0013993166,0.00094792084,0.00064576406,0.0034819725,0.0044035832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024118302,0.0013761257,0.6667559,0.010822294,0.0017781869,0.015080538,0.002585695,0.000043652322,0.0025103425,0.03142958,0.25752193,0.0076839384],"study_design_scores_gemma":[0.0084095085,0.002058494,0.6046772,0.025013233,0.00408588,0.014901319,0.005777658,0.006553709,0.0009682229,0.001161798,0.32072213,0.0056708134],"about_ca_topic_score_codex":0.0025850113,"about_ca_topic_score_gemma":0.00018436728,"teacher_disagreement_score":0.13694978,"about_ca_system_score_codex":0.011281088,"about_ca_system_score_gemma":0.011620547,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W4391534609","doi":"10.1590/0100-6991e-20243667-en","title":"Expanding Global Surgery Education in Brazil: Perspectives after the 35th Brazilian Surgical Congress","year":2024,"lang":"en","type":"article","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Global Health and Surgery","field":"Medicine","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":"Perspective (graphical); Political science; Medicine; Medical education; Economic growth; Economics","score_opus":0.012711744820840799,"score_gpt":0.3494872165428066,"score_spread":0.3367754717219658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391534609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182936,0.072139375,0.000019996605,0.00299786,0.0010074859,0.00075666804,0.00005276472,0.00018953728,0.0045426916],"genre_scores_gemma":[0.994224,0.0026134783,0.000040184095,0.001099041,0.00080667797,0.0001954559,0.00003863122,0.000044613946,0.0009378912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682385,0.0003554726,0.00071900565,0.0006876866,0.0004956557,0.0009183155],"domain_scores_gemma":[0.9975934,0.0011310048,0.000097859825,0.0005311491,0.00014394222,0.0005026463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014116623,0.0003629565,0.0007239246,0.00029228858,0.00015567342,0.0005144951,0.00017347898,0.0002330873,0.0005127495],"category_scores_gemma":[0.000504725,0.00027314632,0.00043726867,0.0012023022,0.0002655627,0.00025454818,0.00006696869,0.00050133583,0.00012407567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007457038,0.00029925152,0.9248304,0.0011626991,0.00006476607,0.0014413189,0.0006551101,0.0000015926832,0.000017410419,0.010229875,0.03291779,0.027634075],"study_design_scores_gemma":[0.0004888728,0.000062267594,0.82877743,0.0035288346,0.000108585526,0.0021214003,0.0028962449,0.00010914689,0.000019970277,0.0003950828,0.16107723,0.00041496445],"about_ca_topic_score_codex":0.0003167186,"about_ca_topic_score_gemma":0.00008258145,"teacher_disagreement_score":0.12815943,"about_ca_system_score_codex":0.0011134845,"about_ca_system_score_gemma":0.002913887,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W4391538765","doi":"10.1177/27325016241227617","title":"The Impact of Participating in Surgical Trips to Low Income, Low Resource Countries on Professional Development of Plastic Surgery Trainees","year":2024,"lang":"en","type":"article","venue":"FACE","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"TRIPS architecture; Low income; Plastic surgery; Developing country; Resource (disambiguation); Resource use; Business; Medicine; Psychology; Medical education; Economic growth; Surgery; Economics; Demographic economics; Engineering; Environmental resource management; Computer science; Transport engineering","score_opus":0.026816462228177573,"score_gpt":0.3577294253558618,"score_spread":0.3309129631276842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391538765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838036,0.00045407107,0.000010986932,0.0003586419,0.0003628414,0.00022979509,0.00002574066,0.00001989524,0.00015769024],"genre_scores_gemma":[0.9995605,0.000012061481,0.000021802465,0.000042757976,0.000044457654,0.000057224453,0.000010729005,0.000009782313,0.00024071264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838954,0.00009127326,0.0006181823,0.00014821676,0.0003773504,0.0003754335],"domain_scores_gemma":[0.99477637,0.004814191,0.00006533492,0.00011569384,0.000049517374,0.00017888476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012522915,0.00011346321,0.00036368213,0.00014429065,0.000058705813,0.0000080936425,0.000048916067,0.000063054904,0.000051861603],"category_scores_gemma":[0.0011955332,0.00006475686,0.0001106808,0.0003940494,0.000050383333,0.00002162426,0.000026031164,0.00017811792,0.000017622155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011344837,0.0010937924,0.87759095,0.0049371966,0.00025623798,0.0005058122,0.0145798735,0.0036990389,0.0004304833,0.00044958777,0.041958235,0.04315394],"study_design_scores_gemma":[0.00058568607,0.00027340592,0.9689498,0.0064044152,0.000012126353,0.000013583983,0.00080392184,0.0017475251,0.0018641333,0.000014247477,0.019185433,0.00014575622],"about_ca_topic_score_codex":0.00003123289,"about_ca_topic_score_gemma":0.000019740468,"teacher_disagreement_score":0.0913588,"about_ca_system_score_codex":0.00014005264,"about_ca_system_score_gemma":0.001113391,"threshold_uncertainty_score":0.2640708},"labels":[],"label_agreement":null},{"id":"W4391664800","doi":"10.1016/j.jpedsurg.2024.01.040","title":"Patient-Centered Surgical Care for Children in Low and Lower-Middle Income Countries (LMICs) - A Systematic Scoping Review of the Literature","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Low and middle income countries; Low income; Systematic review; MEDLINE; Pediatrics; Developing country; Medical emergency; Economic growth; Socioeconomics","score_opus":0.012024195711546136,"score_gpt":0.27854730161684793,"score_spread":0.2665231059053018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391664800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5057971,0.49206492,9.992174e-7,0.00034129497,0.0010144827,0.0007346942,0.000033510398,0.0000046899063,0.000008319198],"genre_scores_gemma":[0.8506596,0.14795402,0.000023417826,0.00040106982,0.00091326225,0.000016101158,0.0000085489355,0.000015708501,0.000008279797],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99752957,0.00017508393,0.0014626938,0.00013526567,0.0004302852,0.0002670924],"domain_scores_gemma":[0.99714416,0.0016391732,0.0005416348,0.00015885447,0.00035902893,0.00015711927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014594345,0.00014828016,0.0010869099,0.00036020996,0.000039715927,0.000033858538,0.00006256589,0.00010144953,0.000008485576],"category_scores_gemma":[0.0011420109,0.00008660365,0.00045246625,0.0006557546,0.000028000959,0.00012452973,0.000030856565,0.0002849615,8.1060136e-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":[0.00019257228,0.00004678796,0.15588574,0.8412428,0.000039715873,0.00028124131,0.00031179714,5.118865e-7,2.0520496e-7,0.000014495108,0.001824219,0.00015990098],"study_design_scores_gemma":[0.00048840186,0.00012162782,0.007820219,0.9900469,0.0003186849,0.0009003579,0.000086261214,0.0000067329925,0.0000055707196,0.000012123854,0.00009652982,0.00009658045],"about_ca_topic_score_codex":0.0000037730556,"about_ca_topic_score_gemma":0.0000023550642,"teacher_disagreement_score":0.34486252,"about_ca_system_score_codex":0.00010133002,"about_ca_system_score_gemma":0.00086294074,"threshold_uncertainty_score":0.35315943},"labels":[],"label_agreement":null},{"id":"W4391729520","doi":"10.1101/2024.02.04.24302290","title":"Indexing Healthcare Access and Quality for Surgically Amenable Causes of Death: A Global Analysis of 204 Countries and Territories from 1990 to 2019","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Health and Surgery","field":"Medicine","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; Index (typography); Healthcare system; Incidence (geometry); Demography; Health care; Mathematics; Computer science","score_opus":0.07002943200370564,"score_gpt":0.4144075520010373,"score_spread":0.34437811999733164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391729520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97282195,0.014020112,0.00007578434,0.0031618185,0.00058406044,0.00073298864,0.008503992,0.000035409237,0.000063892025],"genre_scores_gemma":[0.9970104,0.0013334234,0.00039595502,0.000607395,0.00015722231,0.000059023987,0.00037306952,0.000015066937,0.000048436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742895,0.0001165788,0.0009669782,0.00062485266,0.00044495886,0.00041765024],"domain_scores_gemma":[0.99773854,0.0006009569,0.00032217999,0.00044657764,0.00044529705,0.0004464571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010929331,0.0002738012,0.0017278227,0.00022000971,0.000056961067,0.000064551816,0.00014498693,0.0003112657,0.000016415537],"category_scores_gemma":[0.0004040993,0.00023025557,0.00021441237,0.00047314123,0.00012464417,0.000045449422,0.00057983265,0.00024655345,4.772568e-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":[0.0007838388,0.000047409372,0.98896396,0.006618947,0.0010729277,0.000015679552,0.0003854046,0.00002071296,0.000014181397,0.0011811581,0.00047263064,0.00042314347],"study_design_scores_gemma":[0.0004252622,0.00013413934,0.9878207,0.0012967532,0.0018077135,0.0000022821355,0.00017088554,0.000120789366,0.00016168566,0.0030923935,0.0047602877,0.00020713988],"about_ca_topic_score_codex":0.081027366,"about_ca_topic_score_gemma":0.013955428,"teacher_disagreement_score":0.06707194,"about_ca_system_score_codex":0.00013234453,"about_ca_system_score_gemma":0.00078608893,"threshold_uncertainty_score":0.93895495},"labels":[],"label_agreement":null},{"id":"W4391746167","doi":"10.1007/s40140-023-00603-y","title":"Innovative Financing to Scale High-Value Anesthesia Health Services in Health Systems","year":2024,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"Finance; Global health; Business; Anesthesiology; Population; Innovative financing; Investment (military); Scale (ratio); Health care; Medicine; Economic growth; Economics; Environmental health; Political science; Anesthesia","score_opus":0.018564935641520293,"score_gpt":0.33323880154283236,"score_spread":0.3146738659013121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391746167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95099944,0.03603226,0.000044355795,0.0094451,0.0018458162,0.0013409411,0.0000029400155,0.00023624029,0.000052891646],"genre_scores_gemma":[0.99316293,0.00054116035,0.00020930868,0.0053070243,0.00032807296,0.00013302993,0.00014432428,0.00003892562,0.00013525104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588513,0.00031680113,0.0015943593,0.0008378801,0.000306378,0.0010594722],"domain_scores_gemma":[0.99829715,0.00012964284,0.0003609969,0.00048233246,0.00015781439,0.00057204935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002479136,0.0003144527,0.0011506747,0.00059450034,0.00012899276,0.000031837168,0.00008453226,0.0001661422,0.00001080228],"category_scores_gemma":[0.000057913378,0.0002628258,0.00008243942,0.0014833327,0.000060843602,0.00009801559,0.000034857578,0.00047616265,0.00007410818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023456357,0.000356168,0.8981127,0.015797256,0.000025187474,0.011499602,0.0028123874,0.00028007195,0.00003054587,0.0035222617,0.014958159,0.052371107],"study_design_scores_gemma":[0.00029812433,0.0010437948,0.73634213,0.010601697,0.000010325298,0.014763372,0.00040462063,0.0004401133,0.000018636032,0.0003606144,0.23539384,0.0003227149],"about_ca_topic_score_codex":0.002084895,"about_ca_topic_score_gemma":0.000069967224,"teacher_disagreement_score":0.22043568,"about_ca_system_score_codex":0.00050034106,"about_ca_system_score_gemma":0.002135808,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4391754448","doi":"10.1101/2024.02.10.24302627","title":"The Impact of Gender on Pediatric Surgical Access and Outcomes in Africa","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Health and Surgery","field":"Medicine","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; Montreal Children's Hospital","funders":"","keywords":"Business","score_opus":0.06719763919952498,"score_gpt":0.39434561450637146,"score_spread":0.3271479753068465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391754448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819134,0.0058720773,2.6611082e-7,0.0009847814,0.0005565103,0.00034897492,0.000031486088,0.000024894567,0.010267639],"genre_scores_gemma":[0.99685585,0.002576092,0.0000039429074,0.000042265667,0.00017552814,0.000025228088,0.0000056743293,0.000016687174,0.0002987438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984919,0.000094126946,0.00042597906,0.00030312754,0.00030189566,0.0003829611],"domain_scores_gemma":[0.9986467,0.0006366532,0.000092910435,0.0003616818,0.000044906556,0.00021714304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086092675,0.00019794267,0.0005651197,0.00023007502,0.000027201808,0.000030294615,0.00014565037,0.0002036417,0.00003289049],"category_scores_gemma":[0.00027909345,0.00009989872,0.00024114251,0.00023315477,0.000046670983,0.000010948468,0.00040342857,0.00078948267,0.000016122598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002001206,0.00008561485,0.99556184,0.000662862,0.00004690803,0.00028095985,0.000105801104,0.000015710802,5.5483287e-7,0.00015182179,0.00200346,0.0008843306],"study_design_scores_gemma":[0.0003329839,0.00007324347,0.9957922,0.00008021831,0.000051264746,0.000016383421,0.000011212681,0.00010690728,0.0000025446102,0.0028637548,0.0005847524,0.000084526866],"about_ca_topic_score_codex":0.00020567361,"about_ca_topic_score_gemma":0.000009282684,"teacher_disagreement_score":0.014942467,"about_ca_system_score_codex":0.00008643639,"about_ca_system_score_gemma":0.00042903615,"threshold_uncertainty_score":0.4073752},"labels":[],"label_agreement":null},{"id":"W4392001699","doi":"10.3389/fpubh.2024.1325922","title":"Achieving Surgical, Obstetric, Trauma, and Anesthesia (SOTA) care for all in South Asia","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Dalhousie University","funders":"","keywords":"South asia; Medicine; Health care; Politics; Economic growth; Political science; Sociology","score_opus":0.04001298937671549,"score_gpt":0.3222832014235714,"score_spread":0.28227021204685593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392001699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83002657,0.10890423,0.0008642955,0.05425161,0.0017841475,0.0021877394,0.000054414737,0.00020869591,0.0017182932],"genre_scores_gemma":[0.991905,0.0012061117,0.003700884,0.0026086913,0.00016010314,0.00008820332,0.0001224023,0.00003654952,0.00017210098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973852,0.000159033,0.00060312415,0.00048562506,0.0002615407,0.0011054887],"domain_scores_gemma":[0.9986648,0.00020280686,0.000060373557,0.00021432024,0.00005256719,0.0008051274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015001334,0.00019310457,0.0006684099,0.0008323319,0.00008162546,0.0000740417,0.00008364711,0.00019199894,0.000008883135],"category_scores_gemma":[0.0002726774,0.00017452253,0.000092517366,0.0008668673,0.00005695867,0.00014985765,0.00001712014,0.00041677,0.0000032401294],"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":[0.00017586212,0.0001452294,0.47238073,0.0057024714,0.000033491335,0.000903239,0.011853634,0.0000018791252,3.5016248e-7,0.0013757253,0.055445697,0.4519817],"study_design_scores_gemma":[0.0016777089,0.00032894217,0.10691976,0.00046977142,0.000009381104,0.00016901288,0.008156397,0.0010607959,5.431574e-7,0.000089251276,0.8809394,0.00017899723],"about_ca_topic_score_codex":0.00019694914,"about_ca_topic_score_gemma":0.000048484624,"teacher_disagreement_score":0.82549375,"about_ca_system_score_codex":0.00074290857,"about_ca_system_score_gemma":0.0013747029,"threshold_uncertainty_score":0.7116822},"labels":[],"label_agreement":null},{"id":"W4392112050","doi":"10.1016/j.molmed.2024.01.008","title":"Science around the world","year":2024,"lang":"en","type":"article","venue":"Trends in Molecular Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Lawson Health Research Institute; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Scientific discovery; Data science; Engineering ethics; Geography; History; Psychology; Computer science; Cognitive science; Engineering","score_opus":0.02537121722092376,"score_gpt":0.3724743289623496,"score_spread":0.34710311174142583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392112050","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":[0.3673803,0.02544443,0.0005499953,0.14137635,0.0026463883,0.00029525722,0.0000027626286,0.00022922966,0.4620753],"genre_scores_gemma":[0.9838234,0.00005783866,0.00013780099,0.0070693647,0.00029145487,0.000010659455,0.000008881603,0.000013597415,0.00858698],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982871,0.000034331395,0.00027486487,0.00030697652,0.000620042,0.0004767296],"domain_scores_gemma":[0.9992206,0.00010717349,0.000018786937,0.00037748105,0.0000410483,0.0002349154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013253593,0.00012266601,0.00023268259,0.0012277348,0.000066836175,0.000017376313,0.0001483564,0.00003186013,0.0003999386],"category_scores_gemma":[0.00019293105,0.00006743244,0.000054381162,0.005206254,0.00064434134,0.000047246744,0.00003634205,0.00035204366,0.000051843374],"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":[0.00022735576,0.0001903312,0.0073825927,0.0004645903,0.000066681365,0.009901709,0.0012595057,0.00002675758,0.04922572,0.17393327,0.08655547,0.670766],"study_design_scores_gemma":[0.0024264678,0.00084068906,0.10504907,0.0030413014,0.00021797148,0.00097082497,0.00060909544,0.0065634004,0.0028814075,0.0041209455,0.87289745,0.00038137005],"about_ca_topic_score_codex":0.000098331955,"about_ca_topic_score_gemma":0.000057089932,"teacher_disagreement_score":0.78634197,"about_ca_system_score_codex":0.00013733162,"about_ca_system_score_gemma":0.00028491087,"threshold_uncertainty_score":0.43790472},"labels":[],"label_agreement":null},{"id":"W4392452273","doi":"10.21203/rs.3.rs-3879284/v1","title":"Qualitative Assessment of a virtual cardiovascular medical education Program in Haiti: local physicians in-training experiences","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Training (meteorology); Medical education; Virtual training; Qualitative research; Psychology; Medicine; Computer science; Virtual reality; Sociology; Artificial intelligence; Geography","score_opus":0.1192303270465231,"score_gpt":0.5597532832399136,"score_spread":0.4405229561933905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392452273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98033845,0.007596835,0.00018853515,0.002104054,0.00062118314,0.003176656,0.000024571682,0.000055485598,0.0058942162],"genre_scores_gemma":[0.9942284,0.00040508914,0.00044299648,0.000090612964,0.00027377714,0.0043345946,0.00013267844,0.0000265665,0.00006523281],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9926418,0.0016763548,0.0007446937,0.00069496507,0.0033953774,0.0008467977],"domain_scores_gemma":[0.99794346,0.0005950741,0.000066970104,0.00047935251,0.0005059066,0.00040921877],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008184591,0.00021621249,0.00097441603,0.0009001234,0.00004215524,0.000033524113,0.00021952119,0.0004277785,0.000069176866],"category_scores_gemma":[0.0016669813,0.00019323554,0.0003756455,0.0011236385,0.0005833809,0.0000396524,0.00047731327,0.0029229298,0.000009171944],"study_design_candidate":"qualitative","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":[0.00017849545,0.0022504418,0.0033630223,0.010097024,0.00022230991,0.00069251814,0.22837521,0.00018662328,0.000004023545,0.0049625,0.001109558,0.7485583],"study_design_scores_gemma":[0.0008513926,0.0012180337,0.016701426,0.029146664,0.0000345379,0.000018093799,0.93339485,0.011504703,0.000024607114,0.0036226476,0.003195297,0.00028773418],"about_ca_topic_score_codex":0.0033690247,"about_ca_topic_score_gemma":0.0004546874,"teacher_disagreement_score":0.7482705,"about_ca_system_score_codex":0.0009181289,"about_ca_system_score_gemma":0.015946345,"threshold_uncertainty_score":0.99937737},"labels":[],"label_agreement":null},{"id":"W4392708489","doi":"10.21125/inted.2024.1472","title":"TEACHING SCHOLARS PROGRAM-ALBERTA INSTITUTE WENZHOU MEDICAL UNIVERSITY (TSP-AIWMU): FACULTY DEVELOPMENT IN SUPPORT OF AN INTERNATIONAL PARTNERSHIP IN MEDICAL EDUCATION","year":2024,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Medical education; Political science; Engineering management; Medicine; Engineering","score_opus":0.03004470647461708,"score_gpt":0.3825514382270669,"score_spread":0.3525067317524498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392708489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640329,0.00003125107,0.0000058949986,0.010614947,0.00051090465,0.0003469589,0.0000023304212,0.00009033007,0.024364464],"genre_scores_gemma":[0.9963595,0.000024099454,0.0009870379,0.0012955575,0.00012043949,0.00002106828,0.00021546126,0.000012833756,0.00096396805],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977657,0.000024670046,0.00054280285,0.00037006842,0.00094264717,0.00035407595],"domain_scores_gemma":[0.9990403,0.00004354987,0.000068128335,0.00006681919,0.0001927897,0.00058843294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016630568,0.00014861913,0.00027053253,0.00057794666,0.00003929413,0.000029740511,0.0002631343,0.0002895523,0.00030806346],"category_scores_gemma":[0.0022496136,0.00013886178,0.000051365183,0.0005379117,0.0001088613,0.0006571664,0.00008683013,0.0010010645,0.00002390929],"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":[0.0008920184,0.0027808864,0.38488916,0.0014985946,0.00009546409,0.00066524587,0.010336196,4.1458503e-7,0.00009384727,0.023710368,0.010812856,0.56422496],"study_design_scores_gemma":[0.0012725269,0.00020183317,0.059576366,0.003080218,0.000018326004,0.00029021336,0.001762549,0.002046724,0.0002201645,0.000109130255,0.9312075,0.00021444609],"about_ca_topic_score_codex":0.0017666732,"about_ca_topic_score_gemma":0.0014019199,"teacher_disagreement_score":0.92039466,"about_ca_system_score_codex":0.0005375735,"about_ca_system_score_gemma":0.0045683347,"threshold_uncertainty_score":0.810403},"labels":[],"label_agreement":null},{"id":"W4392906439","doi":"10.1371/journal.pgph.0003024","title":"Towards authentic institutional allyship by global health funders","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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":"International Development Research Centre","keywords":"Political science; Global health; Health care","score_opus":0.06421904927691821,"score_gpt":0.3662108953404958,"score_spread":0.30199184606357754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392906439","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":[0.09842105,0.051764462,0.008491341,0.7770027,0.0046918257,0.0023047538,0.0032307869,0.0020743755,0.052018706],"genre_scores_gemma":[0.9195185,0.0009766158,0.0006845606,0.077019736,0.0004980449,0.000049100927,0.0009040969,0.000027393435,0.0003219668],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99363506,0.00033988472,0.0011311785,0.0008981536,0.0015030951,0.0024926534],"domain_scores_gemma":[0.99476653,0.000065716486,0.00016092396,0.0004957648,0.00019933062,0.0043117404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002156437,0.00043155943,0.00088323915,0.00013914035,0.00046522685,0.00023513776,0.00026088307,0.00024511412,0.00035685676],"category_scores_gemma":[0.00049924065,0.00038731084,0.00028262267,0.0017792851,0.00023657558,0.00036927816,0.00010393069,0.0005129792,0.0006687522],"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":true,"study_design_scores_codex":[0.00011420362,0.001047381,0.011464956,0.0034523217,0.00027578967,0.0001424814,0.00021654164,0.0000022572283,0.0000021976261,0.17880517,0.63202524,0.17245145],"study_design_scores_gemma":[0.0015700617,0.001094869,0.047865972,0.0009720279,0.00004610826,0.0008740808,0.00035697228,0.0022826374,0.0000011934485,0.0069161234,0.93752867,0.00049128913],"about_ca_topic_score_codex":0.0036335853,"about_ca_topic_score_gemma":0.00028853983,"teacher_disagreement_score":0.82109743,"about_ca_system_score_codex":0.00802531,"about_ca_system_score_gemma":0.030806782,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W4392972969","doi":"10.26443/mjgh.v12i1.1195","title":"What can an Interprofessional Global Health Course with a Focus on Decolonization Bring to Students? A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre; McGill University","funders":"","keywords":"Decolonization; Global health; Health care; Curriculum; Colonialism; Qualitative research; Medicine; Medical education; Nursing; Pedagogy; Sociology; Political science; Public health; Social science; Law","score_opus":0.04256367152952375,"score_gpt":0.49342705297652506,"score_spread":0.45086338144700133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392972969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95578974,0.00031470243,0.00015883222,0.04031566,0.0016160812,0.0014189288,0.00022963835,0.00007633186,0.00008009285],"genre_scores_gemma":[0.97668415,0.00021486502,0.00035488728,0.022445654,0.00020262467,0.000013453495,0.000025711275,0.000024544754,0.000034084384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99417216,0.0011152589,0.0013165764,0.00043625818,0.0018689162,0.0010908272],"domain_scores_gemma":[0.9955299,0.0001382656,0.0008512536,0.00030809894,0.00062400784,0.0025484602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004077317,0.0003206885,0.0010399725,0.0001788576,0.0004866084,0.00006821945,0.00028156006,0.00008202662,0.000012531527],"category_scores_gemma":[0.00016226801,0.00024333922,0.00011542572,0.0017268555,0.000042247,0.0003346713,0.00009695383,0.0004083119,0.000042307995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026909837,0.011508983,0.7246821,0.00061956415,0.00070731796,0.0024161984,0.033615895,0.0007406044,0.0000013152018,0.003323372,0.029938359,0.16553645],"study_design_scores_gemma":[0.0059958803,0.04144175,0.81241363,0.0037931113,0.00006108901,0.0007526854,0.13363488,0.000064960346,0.0000012379262,0.0007164338,0.000847833,0.00027648662],"about_ca_topic_score_codex":0.0020993277,"about_ca_topic_score_gemma":0.013184893,"teacher_disagreement_score":0.16525996,"about_ca_system_score_codex":0.0048947083,"about_ca_system_score_gemma":0.004393249,"threshold_uncertainty_score":0.9989253},"labels":[],"label_agreement":null},{"id":"W4392973004","doi":"10.26443/mjgh.v10i1.1331","title":"The Ethical Implications of Student Participation in Short-Term Experiences in Global Health","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Reciprocity (cultural anthropology); Global health; Political science; Public relations; Distributive justice; Economic Justice; Psychology; Health care; Social psychology; Law","score_opus":0.06777683020016063,"score_gpt":0.4818536006783843,"score_spread":0.41407677047822367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392973004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301639,0.0049688057,0.00005758497,0.0634355,0.0004926581,0.00029367564,0.0000476909,0.00000640467,0.0005337313],"genre_scores_gemma":[0.9881249,0.002687802,0.00023036006,0.008860754,0.000068386275,0.000015356962,0.000005587463,0.000004346618,0.0000024989638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960296,0.0005506434,0.0018696041,0.00019782558,0.00066211843,0.00069017237],"domain_scores_gemma":[0.9981401,0.00017484621,0.0004003886,0.00024798035,0.00036550825,0.0006711857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025627192,0.00013173094,0.00066151866,0.00004790472,0.00020373489,0.000012597804,0.00016354574,0.00012615105,0.00001044161],"category_scores_gemma":[0.00031111535,0.00009600286,0.00013124137,0.00091850094,0.00009734345,0.000068956695,0.000050457485,0.00049205037,0.0000017010436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003974915,0.0009182639,0.9016928,0.00016523541,0.00002135458,0.000098655255,0.00093206007,0.000039330167,0.0000071857103,0.011797213,0.0017589477,0.08217144],"study_design_scores_gemma":[0.0008490927,0.000715727,0.9910576,0.00042094992,0.0000068014233,0.00036015423,0.003475332,0.000019794928,0.0000113066935,0.00077584485,0.0022502802,0.00005717086],"about_ca_topic_score_codex":0.0004673661,"about_ca_topic_score_gemma":0.006268762,"teacher_disagreement_score":0.08936472,"about_ca_system_score_codex":0.0023492319,"about_ca_system_score_gemma":0.0034578452,"threshold_uncertainty_score":0.6143159},"labels":[],"label_agreement":null},{"id":"W4393065408","doi":"10.1016/s0140-6736(24)00320-9","title":"Paediatric surgery outcomes in Africa: a call for urgent investment","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Benchmarking; Perioperative; Medicine; Snapshot (computer storage); Medical emergency; Intensive care medicine; Business; Surgery; Computer science; Marketing","score_opus":0.0776316888601806,"score_gpt":0.3134984071644101,"score_spread":0.23586671830422948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393065408","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":[0.0022099447,0.010497975,0.0000028776872,0.98020685,0.0025950407,0.0011505288,0.00033662465,0.000101959835,0.0028982123],"genre_scores_gemma":[0.0019233332,0.0008078362,0.000080355305,0.97613394,0.0110512795,0.0005300971,0.00035338593,0.0000570189,0.0090627475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975704,0.000105925224,0.00054441974,0.0003527695,0.00037986977,0.001046617],"domain_scores_gemma":[0.9975545,0.0014942233,0.00011066246,0.00063456874,0.00004105421,0.00016502943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011749767,0.00029224087,0.0014749262,0.00027110433,0.000037783844,0.000024555033,0.00016761574,0.00039944294,0.00004841443],"category_scores_gemma":[0.0006053802,0.00016738735,0.00041646865,0.00031265744,0.000041119125,0.000015306054,0.00005940978,0.0012085795,0.00018015246],"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":[0.000092415714,0.00003166584,0.011051819,0.0020486123,0.00007772917,0.0006594531,0.000089413414,3.5769804e-7,2.3861978e-7,0.00006853193,0.98546886,0.0004108921],"study_design_scores_gemma":[0.0004376854,0.00003590231,0.005040372,0.0002536843,0.00014824563,0.000024698174,0.000007806594,0.000020349322,7.9881227e-7,0.0012589393,0.99260837,0.00016313775],"about_ca_topic_score_codex":0.000105021325,"about_ca_topic_score_gemma":0.00001899159,"teacher_disagreement_score":0.0096901385,"about_ca_system_score_codex":0.00024863522,"about_ca_system_score_gemma":0.00058557093,"threshold_uncertainty_score":0.6825858},"labels":[],"label_agreement":null},{"id":"W4393085080","doi":"10.1186/s12893-024-02386-3","title":"Essential surgery delivery in the Northern Kivu Province of the Democratic Republic of the Congo","year":2024,"lang":"en","type":"article","venue":"BMC Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"International Development Research Centre","keywords":"Medicine; Referral; Perioperative; Workforce; Univariate analysis; Psychological intervention; Health care; Emergency medicine; Surgery; General surgery; Family medicine; Nursing; Multivariate analysis; Internal medicine","score_opus":0.02455966644584451,"score_gpt":0.2654191274013318,"score_spread":0.24085946095548727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393085080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903788,0.002747698,0.000012600449,0.0034754064,0.0019653377,0.00060387515,0.000022910079,0.000035499295,0.0007578927],"genre_scores_gemma":[0.9979223,0.000117026364,0.000007708532,0.0011802656,0.0002026721,0.000034576293,0.000009648061,0.000024031842,0.0005017906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685955,0.00065768015,0.0009909406,0.0002932812,0.00071623304,0.0004823325],"domain_scores_gemma":[0.9927453,0.0058322498,0.0002692889,0.00089838955,0.00016372788,0.00009108073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191569,0.00019231033,0.0005997337,0.00019313017,0.00009630593,0.000025792582,0.00025639273,0.00012574458,0.000053304866],"category_scores_gemma":[0.0021842765,0.000091602575,0.00071190984,0.0012164091,0.00028848462,0.00010350277,0.000094236035,0.0003537586,0.000010610831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015699968,0.00017479829,0.9458413,0.0016383063,0.000040760464,0.000069293186,0.0001885854,0.000010901735,0.00021725296,0.00022937625,0.04778633,0.0036460762],"study_design_scores_gemma":[0.0001949729,0.000021852898,0.985685,0.0018879994,0.00012473512,0.00019282564,0.00035285018,0.00044819186,0.0012536354,0.00032699315,0.009330474,0.00018046425],"about_ca_topic_score_codex":0.00067654264,"about_ca_topic_score_gemma":0.0015000026,"teacher_disagreement_score":0.039843686,"about_ca_system_score_codex":0.000076355245,"about_ca_system_score_gemma":0.0036762329,"threshold_uncertainty_score":0.65214795},"labels":[],"label_agreement":null},{"id":"W4393200380","doi":"10.1080/15265161.2024.2308136","title":"International Bioethics Conferencing: “Can the Subaltern Speak?”","year":2024,"lang":"en","type":"article","venue":"The American Journal of Bioethics","topic":"Global Health and Surgery","field":"Medicine","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; Université du Québec à Rimouski","funders":"","keywords":"Bioethics; Subaltern; Sociology; Political science; Law; Politics","score_opus":0.08842870762652609,"score_gpt":0.4003503604060045,"score_spread":0.3119216527794784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393200380","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":[0.47534406,0.0015304514,0.0010070237,0.51496696,0.002877384,0.00013930544,0.000024346042,0.00004180949,0.0040686657],"genre_scores_gemma":[0.9811306,0.0028768596,0.00029052116,0.014226063,0.0012246644,0.000001073054,0.000003101101,0.0000192943,0.00022780972],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796057,0.00025527528,0.0005499823,0.00012815931,0.000792277,0.00031375754],"domain_scores_gemma":[0.9974241,0.0012033427,0.00037239774,0.00027955553,0.00048649625,0.00023408417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032927115,0.0001449941,0.0003515223,0.00014883534,0.00012759816,0.00009757293,0.00041181513,0.00006632232,0.000070440525],"category_scores_gemma":[0.0005452114,0.000068948,0.0002494459,0.00043764623,0.00233699,0.000053862066,0.0000614276,0.0019387791,0.000037864305],"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":[0.004183627,0.0004179603,0.038606003,0.00056847645,0.0023392658,0.0023412532,0.025235737,0.000075876465,0.0022560745,0.16339527,0.044838823,0.71574163],"study_design_scores_gemma":[0.0019841571,0.0062572644,0.04297206,0.0032967224,0.0012540519,0.018483609,0.056908123,0.0053809057,0.0032035296,0.02019947,0.83922714,0.0008329619],"about_ca_topic_score_codex":0.0005954332,"about_ca_topic_score_gemma":0.00004884886,"teacher_disagreement_score":0.7943883,"about_ca_system_score_codex":0.00012572059,"about_ca_system_score_gemma":0.0012321337,"threshold_uncertainty_score":0.86107373},"labels":[],"label_agreement":null},{"id":"W4393281915","doi":"10.1016/j.sopen.2024.03.015","title":"Assessing Ethiopia's surgical capacity in light of global surgery 2030 initiatives: Is there progress in the past decade?","year":2024,"lang":"en","type":"article","venue":"Surgery Open Science","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal General Hospital; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Workforce; Population; Scarcity; Health care; Capacity building; Service delivery framework; Service (business); Business; Economic growth; Environmental health; Marketing","score_opus":0.10980205391970649,"score_gpt":0.41631058487966677,"score_spread":0.3065085309599603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393281915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661404,0.0033493268,0.0000043756654,0.010685468,0.00076377817,0.0005633314,0.000024108476,0.00003038132,0.018438837],"genre_scores_gemma":[0.99836904,0.00022034839,0.000093386654,0.0011245492,0.00009728345,0.000055776734,0.000004675677,0.000011071608,0.000023897725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99547654,0.00055143324,0.0009802745,0.00073686213,0.0012447627,0.0010101064],"domain_scores_gemma":[0.9958663,0.0029288444,0.00016872135,0.0005263154,0.00020974717,0.00030007958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014823685,0.00024148969,0.0008352177,0.00039803688,0.00018010984,0.00051873457,0.00072219846,0.00016140452,0.00009784769],"category_scores_gemma":[0.00087181636,0.0001574431,0.00020006458,0.0059974743,0.001079788,0.001700754,0.0002637973,0.0005572102,0.00002732704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090792855,0.00021649926,0.9764229,0.00034780067,0.0000072164203,0.0012386382,0.00084464235,5.0347415e-7,0.000013082975,0.0021732117,0.0023404409,0.01630425],"study_design_scores_gemma":[0.00018179834,0.000024127714,0.98545957,0.0022345544,0.000010082632,0.00027726067,0.0013858466,0.00013525004,0.00016776359,0.00042108027,0.009508413,0.0001942524],"about_ca_topic_score_codex":0.0006252791,"about_ca_topic_score_gemma":0.00014836933,"teacher_disagreement_score":0.032228615,"about_ca_system_score_codex":0.00031578643,"about_ca_system_score_gemma":0.004016508,"threshold_uncertainty_score":0.7125113},"labels":[],"label_agreement":null},{"id":"W4394607010","doi":"10.1007/s43678-023-00629-5","title":"Global emergency medicine partnerships and practice: best practices on forming partnerships","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; Island Health; University of Saskatchewan; University of Calgary; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Best practice; MEDLINE; General partnership; Medical emergency; Family medicine; Business; Political science; Law; Finance","score_opus":0.25993592521617426,"score_gpt":0.4632717462610896,"score_spread":0.20333582104491532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394607010","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":[0.0004982714,0.09718275,0.000009769728,0.06768356,0.77139866,0.00051443605,0.00014799397,0.000029697896,0.06253486],"genre_scores_gemma":[0.010135857,0.061960004,0.00006757049,0.0007846926,0.91012347,0.000021562137,0.0003002043,0.00015387996,0.016452773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902655,0.00057277654,0.0037922247,0.0008926162,0.0027520636,0.0017248552],"domain_scores_gemma":[0.9831975,0.0021479637,0.0043088226,0.00075566006,0.0031022101,0.0064878473],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0077876933,0.0010338317,0.00234037,0.0012457891,0.0003982331,0.000020282623,0.0005131818,0.0013462745,0.005665193],"category_scores_gemma":[0.10827775,0.0007571407,0.0004102257,0.0015711357,0.00048129892,0.0005223024,0.000043796495,0.0034089256,0.0001081377],"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":[0.0010779119,0.00008386251,0.0015491548,0.0026232826,0.0006330692,0.0030047626,0.00065691146,5.9221213e-7,0.000005122434,0.0013743936,0.9873465,0.0016444727],"study_design_scores_gemma":[0.0016319646,0.005214844,0.00012317213,0.008570165,0.0035631962,0.00066535437,0.0038925388,0.000008794953,5.333743e-7,0.0010363673,0.97476244,0.0005306418],"about_ca_topic_score_codex":0.0114959525,"about_ca_topic_score_gemma":0.044396304,"teacher_disagreement_score":0.1387248,"about_ca_system_score_codex":0.0011472853,"about_ca_system_score_gemma":0.009005973,"threshold_uncertainty_score":0.9999502},"labels":[],"label_agreement":null},{"id":"W4394912151","doi":"10.1136/bmjgh-2024-015340","title":"From polycrisis to metacrisis: harnessing windows of opportunity for renewed political leadership in global health diplomacy","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Karolinska Institutet; University of Toronto; Ewha Womans University; Uppsala Universitet; University of Oxford; Open Philanthropy Project; Wolfson College, University of Oxford; London School of Hygiene and Tropical Medicine; American University of Beirut; McGill University; Wellcome Trust; African Union; U.S. Department of State; European Commission; George Washington University; Global Fund to Fight AIDS, Tuberculosis and Malaria; Peking University; Bundesministerium für Gesundheit; Georgetown University; Tehran University of Medical Sciences and Health Services; Sultan Qaboos University; Bill and Melinda Gates Foundation","keywords":"Diplomacy; Politics; Political science; Public administration; Global health; Public relations; Health care; Law","score_opus":0.1642555541657357,"score_gpt":0.47058677562874435,"score_spread":0.3063312214630086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394912151","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":[0.294462,0.037325244,0.009640937,0.6318635,0.0042446405,0.0083607705,0.008590653,0.0006904919,0.004821816],"genre_scores_gemma":[0.9281849,0.00011686665,0.00521584,0.06523348,0.00072272826,0.00011770442,0.0003045537,0.000034805827,0.00006910101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9933367,0.00048999995,0.0019180573,0.00089220796,0.0007887078,0.002574348],"domain_scores_gemma":[0.9951284,0.00034111546,0.00025048392,0.0006306385,0.0001726869,0.0034766821],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026869166,0.00041241088,0.0016355764,0.00021746696,0.00015298865,0.000051934916,0.0002180279,0.00023852647,0.000046810164],"category_scores_gemma":[0.0010055775,0.0003943786,0.00037620676,0.0014610308,0.000102332306,0.00015518609,0.0000901793,0.0003245859,0.00003402029],"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":[0.0063423435,0.001538583,0.081280306,0.013666997,0.00034743678,0.00046695225,0.0013234942,0.000022998573,0.00001686181,0.10330885,0.34293652,0.44874868],"study_design_scores_gemma":[0.012465428,0.007106699,0.7153207,0.02572413,0.00041291476,0.00084176415,0.028472193,0.004329908,0.00015089166,0.09236665,0.1107438,0.0020648912],"about_ca_topic_score_codex":0.040402688,"about_ca_topic_score_gemma":0.002788797,"teacher_disagreement_score":0.6340404,"about_ca_system_score_codex":0.0038178936,"about_ca_system_score_gemma":0.012222745,"threshold_uncertainty_score":0.9998508},"labels":[],"label_agreement":null},{"id":"W4394939322","doi":"10.1007/978-3-031-39740-0_10","title":"Influencing and Shaping Policy Agendas: Advanced Practice Nurses Engagement with Global Organisations","year":2024,"lang":"en","type":"book-chapter","venue":"Advanced practice in nursing","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Public relations; Process management; Knowledge management; Business; Computer science","score_opus":0.0244591023448263,"score_gpt":0.39632048924661495,"score_spread":0.37186138690178866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394939322","genre_codex":"other","genre_gemma":"methods","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":[0.0020504042,0.025825126,0.00030996703,0.023989802,0.0011229705,0.0017342403,0.000058815618,0.0003047962,0.94460386],"genre_scores_gemma":[0.3429288,0.05575013,0.3973443,0.06286852,0.0041506113,0.00039107134,0.00060933095,0.0013882578,0.134569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658,0.000109887544,0.0008211921,0.0009367982,0.00073031377,0.00082177715],"domain_scores_gemma":[0.99592316,0.0019887232,0.00065883924,0.00052303256,0.00045416257,0.0004521022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007294418,0.0006117332,0.0007633199,0.00043784129,0.00029504028,0.00012435882,0.00010422251,0.00032693523,0.00004756],"category_scores_gemma":[0.0046935864,0.00060011126,0.000084213854,0.00043645635,0.00021964133,0.0016194306,0.000064821244,0.0016332046,0.00007267938],"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":[0.0038687924,0.00032122876,0.00010039569,0.001324357,0.00035512142,0.003046611,0.006510444,0.00054715265,0.00019165393,0.20679912,0.00055526796,0.7763799],"study_design_scores_gemma":[0.0022843801,0.00081349554,0.0003372989,0.02199586,0.0014676678,0.0045877057,0.0134814195,0.00010790494,0.00003577505,0.02002958,0.9339277,0.0009312239],"about_ca_topic_score_codex":0.00016997056,"about_ca_topic_score_gemma":0.00004735792,"teacher_disagreement_score":0.93337244,"about_ca_system_score_codex":0.0026622373,"about_ca_system_score_gemma":0.0016514894,"threshold_uncertainty_score":0.99964505},"labels":[],"label_agreement":null},{"id":"W4396238927","doi":"10.1097/xcs.0000000000001104","title":"Fidelity in Academic Global Surgery and Research: Incorporating Trustworthiness in the Development of Research Partnerships, Infrastructure, and Policy","year":2024,"lang":"en","type":"review","venue":"Journal of the American College of Surgeons","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; General partnership; Global health; Promotion (chess); Medical education; Psychological intervention; Fidelity; Public relations; Nursing; Political science; Public health","score_opus":0.2621864627371572,"score_gpt":0.5026039969089054,"score_spread":0.24041753417174827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396238927","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":[0.26339078,0.7318948,5.489705e-7,0.003493413,0.00018259,0.00075747154,0.00013156545,0.0000030520616,0.00014580833],"genre_scores_gemma":[0.29284087,0.7066944,0.00017642457,0.0000876955,0.00014123177,0.000016989043,0.0000031697841,0.000018362634,0.000020818725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99129546,0.0032153311,0.0028137632,0.000280628,0.0016819705,0.00071285706],"domain_scores_gemma":[0.99096394,0.006002543,0.0017112565,0.00039561605,0.0006117991,0.0003148567],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.030235562,0.0002847974,0.002810609,0.0018114507,0.00014404021,0.00001675406,0.00045244113,0.00022351336,0.0000022580446],"category_scores_gemma":[0.0073647774,0.0001502169,0.00033922418,0.00838135,0.001447463,0.00007558035,0.00041660224,0.0035900397,4.485234e-7],"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":[0.0008565287,0.00020859519,0.27865943,0.03569655,0.00029727217,0.000786874,0.00090071745,0.0000023727432,0.000001617447,0.001871234,0.021400515,0.6593183],"study_design_scores_gemma":[0.0007726246,0.0003330996,0.3741448,0.11176714,0.0004205488,0.004160795,0.008964341,0.000026097465,0.0000026591522,0.008889192,0.4900549,0.00046378284],"about_ca_topic_score_codex":0.00067942875,"about_ca_topic_score_gemma":0.00042479803,"teacher_disagreement_score":0.65885454,"about_ca_system_score_codex":0.00069286756,"about_ca_system_score_gemma":0.014755647,"threshold_uncertainty_score":0.9987087},"labels":[],"label_agreement":null},{"id":"W4396516649","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6213","title":"Virtual International Pediatric Pulmonology Research Academy (VIPPRA): An International Methodology Course Experience","year":2024,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Health Sciences Centre; Montreal Children's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Course (navigation); Pulmonology; Medical physics; Medical education; Medicine; Computer science; Internal medicine; Engineering; Aerospace engineering","score_opus":0.278272995215854,"score_gpt":0.5540787286621219,"score_spread":0.2758057334462679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396516649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92279404,0.00085370336,0.002620462,0.035405435,0.0066637616,0.00026528,0.000019707155,0.00026712776,0.031110475],"genre_scores_gemma":[0.98321617,0.0010265348,0.0030763047,0.0027965207,0.0023805853,0.0000631284,0.00006268018,0.000018951117,0.007359142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997495,0.00035561097,0.0003872727,0.0005255945,0.0006558765,0.0005806298],"domain_scores_gemma":[0.99827397,0.00090160867,0.000029036395,0.00018244544,0.00022988254,0.00038305423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024006965,0.00012469087,0.00022063531,0.0005768237,0.000079720354,0.000049194725,0.00034907757,0.00026973983,0.0032991015],"category_scores_gemma":[0.0008975704,0.000103871665,0.000074453244,0.0004411137,0.00019602408,0.00033198972,0.00015058497,0.00084724574,0.00057897734],"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":[0.0016963276,0.0009006396,0.23298119,0.00012598393,0.00022562598,0.0016793063,0.003207524,0.00001569654,0.0024272688,0.44027996,0.11761837,0.1988421],"study_design_scores_gemma":[0.0011421137,0.0009967763,0.17082119,0.000060039754,0.00006006119,0.0019859083,0.0041363514,0.011730036,0.000795561,0.004406795,0.80348974,0.0003754266],"about_ca_topic_score_codex":0.00012034867,"about_ca_topic_score_gemma":0.000009200262,"teacher_disagreement_score":0.68587136,"about_ca_system_score_codex":0.00016258653,"about_ca_system_score_gemma":0.00045901007,"threshold_uncertainty_score":0.997612},"labels":[],"label_agreement":null},{"id":"W4396517414","doi":"10.1308/rcsbull.2024.56","title":"The global surgeon: Canada vs the UK","year":2024,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"General surgery; Medicine; Political science","score_opus":0.006471950965298532,"score_gpt":0.2234706536970167,"score_spread":0.21699870273171817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396517414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8903915,0.010474053,0.0000017764162,0.06402144,0.0030035616,0.00073684636,0.0015550827,0.00002536479,0.02979033],"genre_scores_gemma":[0.99278706,0.00016533185,0.000013935715,0.00038912173,0.000096358985,0.000011044647,0.00000544998,0.000013331144,0.0065183756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774575,0.00019818312,0.0006898436,0.00019492907,0.0007163406,0.0004549275],"domain_scores_gemma":[0.996583,0.0021274455,0.0001925357,0.0006619368,0.00027093483,0.00016416387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016041965,0.00018462456,0.0005114615,0.00002904071,0.00021988171,0.000008295497,0.0003817683,0.00009064695,0.00034510015],"category_scores_gemma":[0.00096449023,0.00008669464,0.00031770274,0.0003895455,0.0003346104,0.0000046213095,0.00014306155,0.00024259438,0.000004982965],"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":[0.0009899709,0.000059061556,0.118566655,0.00047555438,0.00018937475,0.00007587323,0.000027653508,0.00006325812,0.000002907165,0.0047250926,0.8738867,0.00093788566],"study_design_scores_gemma":[0.00055118214,0.0000869677,0.07639173,0.00040347828,0.000101208374,0.00004863233,0.00017386617,0.0000995977,0.00015469533,0.00015751249,0.92174524,0.00008590588],"about_ca_topic_score_codex":0.31917593,"about_ca_topic_score_gemma":0.1807796,"teacher_disagreement_score":0.13839634,"about_ca_system_score_codex":0.000117656105,"about_ca_system_score_gemma":0.0018639433,"threshold_uncertainty_score":0.83416903},"labels":[],"label_agreement":null},{"id":"W4396568586","doi":"10.1136/bmjgh-2023-014420","title":"Shapeshifters: Global South scholars and their tensions in border-crossing to Global North journals","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Women's College Hospital; University of Toronto; The Wilson Centre; University Health Network","funders":"","keywords":"Global health; Context (archaeology); Publishing; Reputation; Publication; Global South; Negotiation; Global network; Global Leadership; Global mental health; Public relations; Global strategy; Sociology; Political science; Social science; Psychology; Mental health; Geography; Law; Health care","score_opus":0.04479404414651064,"score_gpt":0.4361010060589002,"score_spread":0.39130696191238956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396568586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377651,0.020999728,0.000619971,0.034210946,0.0012762641,0.0014321691,0.0014412543,0.00026677502,0.0019877874],"genre_scores_gemma":[0.967363,0.00032642836,0.0013232884,0.030472592,0.00039746152,0.000025739864,0.000039381935,0.000020848622,0.000031257485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536383,0.00021867431,0.0011803245,0.00085003383,0.000631621,0.0017555192],"domain_scores_gemma":[0.9965925,0.0000747619,0.00014409533,0.00042982824,0.00018492431,0.0025738438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015873595,0.00045292743,0.00094096136,0.00014225871,0.0004521845,0.00045157113,0.0001692853,0.00022163698,0.00004570897],"category_scores_gemma":[0.0004933401,0.00036424238,0.00019730584,0.0025176594,0.00014546173,0.00027649952,0.00017983782,0.0005300947,0.00015322097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006032002,0.00016990822,0.7077871,0.0006794922,0.00005287501,0.000789244,0.0005913398,0.00003368073,0.0000018423503,0.0012179875,0.017834367,0.27023894],"study_design_scores_gemma":[0.0011190178,0.00043972585,0.9573056,0.0028118654,0.000023370207,0.0018830366,0.0009991002,0.0008733133,4.7368997e-7,0.0013349407,0.03288186,0.0003276673],"about_ca_topic_score_codex":0.002270823,"about_ca_topic_score_gemma":0.005250861,"teacher_disagreement_score":0.2699113,"about_ca_system_score_codex":0.0024500464,"about_ca_system_score_gemma":0.0049148966,"threshold_uncertainty_score":0.99988097},"labels":[],"label_agreement":null},{"id":"W4396568996","doi":"10.2196/54983","title":"Designing a Smartphone-Based Pulse Oximeter for Children in South Africa (Phefumla Project): Qualitative Analysis of Human-Centered Design Workshops With Health Care Workers","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Global Health and Surgery","field":"Medicine","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":"European and Developing Countries Clinical Trials Partnership; Fogarty International Center","keywords":"Qualitative analysis; Health care; Pulse (music); Qualitative research; Medical education; Medicine; Psychology; Computer science; Sociology; Telecommunications; Political science; Social science","score_opus":0.09391806344300131,"score_gpt":0.4049372619697671,"score_spread":0.3110191985267658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396568996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98806137,0.0010567679,0.0068548894,0.000097394775,0.00006242725,0.0034495727,0.00021259012,0.00013278217,0.00007217952],"genre_scores_gemma":[0.99577767,0.0000011326615,0.002599752,0.00015824962,0.000037778504,0.00041216137,0.0008407914,0.00006076515,0.000111678804],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9967332,0.0004629948,0.0008238171,0.000644123,0.00048732592,0.00084857404],"domain_scores_gemma":[0.99832386,0.0005556129,0.00027728916,0.0003654884,0.00016628331,0.00031145947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009093887,0.00037755957,0.0011115619,0.0018627687,0.00018617761,0.00005662891,0.00013122051,0.00015932802,0.000047359088],"category_scores_gemma":[0.000075829215,0.00028700544,0.00041456352,0.0024661615,0.0001185989,0.00009684923,0.000020189316,0.00035652868,0.0000018822815],"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":[0.0038591546,0.0007875644,0.40597412,0.0027984963,0.003059872,0.000053332555,0.57648295,0.00035333872,0.0004148054,0.00008097337,0.0042415163,0.0018938952],"study_design_scores_gemma":[0.01010846,0.007940644,0.7612609,0.005771669,0.0025248015,0.000003414013,0.20808154,0.00089992833,0.0016745272,0.00006194442,0.00022610079,0.0014460284],"about_ca_topic_score_codex":0.00056464365,"about_ca_topic_score_gemma":0.00041689372,"teacher_disagreement_score":0.36840138,"about_ca_system_score_codex":0.00057245156,"about_ca_system_score_gemma":0.0007956528,"threshold_uncertainty_score":0.9999582},"labels":[],"label_agreement":null},{"id":"W4396619624","doi":"10.3389/fonc.2024.1328374","title":"Pediatric neuropathology practice in a low- and middle-income country: capacity building through institutional twinning","year":2024,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Medulloblastoma; Atypical teratoid rhabdoid tumor; Attendance; Neuropathology; Institutional review board; Pathology; Disease; Surgery","score_opus":0.02208909009554472,"score_gpt":0.3247060927470563,"score_spread":0.3026170026515116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396619624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692702,0.014025154,0.0022580212,0.002947701,0.005690743,0.00032732467,0.000012829063,0.00006689369,0.005401129],"genre_scores_gemma":[0.96001935,0.0030014976,0.031445794,0.0049033635,0.0005274075,0.000038551712,0.000012001731,0.000017628066,0.000034434714],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817866,0.00026799357,0.00044836156,0.00040932302,0.0001624438,0.0005332221],"domain_scores_gemma":[0.99905825,0.00056678185,0.00006997268,0.00012281572,0.00004529599,0.00013685807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010456947,0.00014749981,0.000473284,0.00042663657,0.00006371232,0.000014465672,0.00006135119,0.00028072632,0.000009301503],"category_scores_gemma":[0.0016621352,0.00014489963,0.000034113593,0.00075289025,0.00019833467,0.0002603193,0.00005778462,0.00079358125,0.000008520858],"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":[0.0011003602,0.00043474324,0.94665486,0.0025271643,0.000034199173,0.022398233,0.0025770261,0.00017080619,0.000035576762,0.011368621,0.0052551515,0.007443282],"study_design_scores_gemma":[0.0053736065,0.0013379051,0.39391726,0.0016915104,0.00023677704,0.011037977,0.0013413702,0.0102296155,0.000013734042,0.0066941543,0.5675445,0.00058159855],"about_ca_topic_score_codex":0.00026774325,"about_ca_topic_score_gemma":0.000044247703,"teacher_disagreement_score":0.56228936,"about_ca_system_score_codex":0.0006679985,"about_ca_system_score_gemma":0.0009004536,"threshold_uncertainty_score":0.59088355},"labels":[],"label_agreement":null},{"id":"W4398155998","doi":"10.21470/1678-9741-2023-0408","title":"Global Cardiac Surgery in Brazil: A Call to Action","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Cardiovascular Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiac surgery; Call to action; Equity (law); Health care; Global health; Intensive care medicine; Surgery; Nursing; Public health; Economic growth","score_opus":0.022851718692000266,"score_gpt":0.30677053541518673,"score_spread":0.2839188167231865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398155998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889257,0.09424823,0.0013960054,0.0028525128,0.010589396,0.00043767548,0.00004638296,0.000111181056,0.0013929456],"genre_scores_gemma":[0.99227476,0.0044862498,0.00018975591,0.0010380386,0.0018012789,0.00001468274,0.000016364393,0.000055846474,0.00012305118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951502,0.0005299032,0.0014990739,0.00045968214,0.0014399257,0.00092122075],"domain_scores_gemma":[0.99687123,0.00087728,0.0001446014,0.0005828221,0.0003944533,0.0011296178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0076583624,0.0003486438,0.0023279905,0.001252802,0.0000593672,0.00009985497,0.0001195957,0.0002553664,0.000050556842],"category_scores_gemma":[0.0014347883,0.00031182796,0.005539222,0.0022735905,0.00006040421,0.0004096686,0.00004149174,0.0005196224,0.00012391245],"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":[0.00089222967,0.00012691658,0.2145371,0.001183859,0.0026452225,0.0138905095,0.00008311978,0.00046474198,0.000045492474,0.00003070888,0.27706534,0.48903474],"study_design_scores_gemma":[0.00028487973,0.00007811268,0.31468484,0.0022746415,0.00063333375,0.004351256,0.00009817378,0.000036940353,0.00014950236,0.00007827685,0.6769619,0.00036814506],"about_ca_topic_score_codex":0.00017647872,"about_ca_topic_score_gemma":0.000020761612,"teacher_disagreement_score":0.4886666,"about_ca_system_score_codex":0.0007566727,"about_ca_system_score_gemma":0.0023184621,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W4398253115","doi":"10.1007/s00383-024-05718-9","title":"A review of twenty-first century developments in paediatric surgery in Africa","year":2024,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia Hospital","funders":"","keywords":"Medicine; Workforce; Capacity building; Paediatric surgery; Mentorship; Health care; Pediatric surgery; Medical education; Economic shortage; Developing country; Nursing; Public relations; Economic growth; Political science; Surgery; Government (linguistics)","score_opus":0.05859523492858593,"score_gpt":0.344325798966566,"score_spread":0.2857305640379801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398253115","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":[0.000094894625,0.989334,5.7864213e-7,0.00029866782,0.006917444,0.0009709176,0.0002141186,0.00005502656,0.0021143865],"genre_scores_gemma":[0.00019745807,0.99607915,0.000040797462,0.00042785887,0.0014405958,0.00036368408,0.0011652838,0.00008357338,0.00020158011],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927352,0.00029388527,0.0040727104,0.0008151189,0.0011450811,0.00093796983],"domain_scores_gemma":[0.9940037,0.0039673536,0.0010371256,0.00038978393,0.00025028765,0.00035174048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039651855,0.00066400046,0.0042020683,0.0055792206,0.00002372576,0.000021255823,0.00029918947,0.00045995764,0.00038918716],"category_scores_gemma":[0.0034208659,0.0005656607,0.0016624659,0.004632136,0.000035631896,0.00012432331,0.00021060578,0.0009728822,0.00038952185],"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":[0.00003547948,0.00040642035,0.0685992,0.39077657,0.0001290405,0.0009031119,0.000029058074,1.2155063e-7,1.4652464e-9,0.00002034281,0.21527927,0.3238214],"study_design_scores_gemma":[0.000118257594,0.0000058121755,0.0015460983,0.12892923,0.0005878472,0.00013216304,0.000004828215,0.0000016884945,1.17023555e-8,0.000009284466,0.8683175,0.00034730666],"about_ca_topic_score_codex":0.00008434561,"about_ca_topic_score_gemma":0.000017257244,"teacher_disagreement_score":0.6530382,"about_ca_system_score_codex":0.0011159894,"about_ca_system_score_gemma":0.0050831074,"threshold_uncertainty_score":0.9996795},"labels":[],"label_agreement":null},{"id":"W4399047766","doi":"10.1007/s43678-024-00698-0","title":"Global emergency medicine: four part series","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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; University Health Network; University of Toronto; University of Calgary; Kingston Health Sciences Centre; Island Health; Queen's University; University of Ottawa","funders":"","keywords":"Work (physics); Medicine; Global health; Medical education; Nursing; Public health; Engineering","score_opus":0.059801126101340994,"score_gpt":0.36674118237127945,"score_spread":0.3069400562699385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399047766","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":[0.00033166655,0.08301884,0.000017709324,0.018862216,0.85274035,0.0003816758,0.00048125547,0.00004308492,0.044123217],"genre_scores_gemma":[0.0008365882,0.03819076,0.000026249732,0.00027478332,0.91204864,0.000013787361,0.00042603584,0.00013409379,0.048049044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99014527,0.00020403827,0.004561828,0.00071851385,0.0025482152,0.0018221245],"domain_scores_gemma":[0.98731524,0.00018154332,0.0014749226,0.0008199833,0.0034671533,0.006741187],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002904175,0.0010139813,0.002788206,0.0011787572,0.00027749795,0.000008373988,0.0007090718,0.00138897,0.044880465],"category_scores_gemma":[0.013201412,0.0007420632,0.0007796707,0.0020024125,0.00045546447,0.00022870074,0.00004072816,0.0025002526,0.00022477],"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":[0.00025760362,0.000023222889,0.002916691,0.0022211887,0.00054332335,0.0034637563,0.0003128272,0.0000012532291,0.0000032777157,0.00030036617,0.9893075,0.0006489911],"study_design_scores_gemma":[0.0011530238,0.0024377608,0.00069722167,0.006104225,0.0018187868,0.00041931067,0.00050577166,0.0000027205817,3.8287192e-7,0.002618283,0.9837424,0.0005001169],"about_ca_topic_score_codex":0.023229787,"about_ca_topic_score_gemma":0.06612337,"teacher_disagreement_score":0.059308324,"about_ca_system_score_codex":0.0013453782,"about_ca_system_score_gemma":0.014943233,"threshold_uncertainty_score":0.99990743},"labels":[],"label_agreement":null},{"id":"W4399048576","doi":"10.1093/bjs/znae122.010","title":"STRENGTHENING PRIMARY HEALTH CARE THROUGH A LONGSTANDING GLOBAL HEALTH PARTNERSHIP: CHARTING THE TRANSITION FROM SHORT-TERM HERNIA MISSIONS TO A SELF-SUSTAINING HOSPITAL","year":2024,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","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; General partnership; Term (time); Primary care; Primary health care; Nursing; Intensive care medicine; Family medicine; Environmental health","score_opus":0.029251063702438587,"score_gpt":0.33405132385332326,"score_spread":0.3048002601508847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399048576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89088833,0.080280215,0.0018829941,0.024424959,0.0014526513,0.00046133666,0.00018354903,0.00016043542,0.00026554352],"genre_scores_gemma":[0.98739827,0.00245439,0.0012931264,0.0072447946,0.0014497564,0.000009866269,0.00009921999,0.00004310509,0.0000074504583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959582,0.00031969362,0.001530109,0.00036397387,0.00082306186,0.0010049785],"domain_scores_gemma":[0.9976465,0.0006010184,0.00034902018,0.00017093003,0.0002424791,0.0009900226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021745937,0.00024849622,0.00093419064,0.00013210576,0.00057445257,0.00025455313,0.00011811812,0.00011057499,0.00003536663],"category_scores_gemma":[0.00027713514,0.00022309319,0.00050977425,0.00062597217,0.000042287942,0.00037821577,0.000036817954,0.0007694303,0.0000051188927],"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":[0.00061222626,0.00034354135,0.032559518,0.002650831,0.00043681083,0.010851835,0.039991353,0.00005396389,0.000026253338,0.00006423446,0.08650724,0.8259022],"study_design_scores_gemma":[0.004149655,0.0035311019,0.5019327,0.12794918,0.0009095985,0.04424098,0.13870105,0.0007087358,0.000081651844,0.00084987655,0.17454822,0.002397269],"about_ca_topic_score_codex":0.00056522054,"about_ca_topic_score_gemma":0.00008155462,"teacher_disagreement_score":0.8235049,"about_ca_system_score_codex":0.001721685,"about_ca_system_score_gemma":0.0035314325,"threshold_uncertainty_score":0.90974766},"labels":[],"label_agreement":null},{"id":"W4399164579","doi":"10.1136/bmjopen-2023-083830","title":"The 6I model: an expanded 4I framework to conceptualise interorganisational learning in the global health sector","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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; Public Health Ontario; University of Toronto","funders":"","keywords":"Public relations; Knowledge management; Medicine; Institutionalisation; Health care; Lagging; Political science; Computer science","score_opus":0.12242028553242121,"score_gpt":0.5014724496506533,"score_spread":0.37905216411823206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399164579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77853316,0.0016197701,0.0067234104,0.18499336,0.0019716397,0.012281733,0.00007714136,0.00020445812,0.013595324],"genre_scores_gemma":[0.9653603,0.000018637375,0.0009311693,0.03264112,0.00034202356,0.0003267192,0.000031816737,0.000012524203,0.00033571754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983678,0.00032889497,0.00032824464,0.00020712384,0.00035271153,0.00041523116],"domain_scores_gemma":[0.9990342,0.00032178411,0.000041919237,0.0002827438,0.000036125413,0.00028321348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026277527,0.00010235907,0.00020706712,0.000025263438,0.00019768314,0.00020798823,0.0002970984,0.00006328665,0.00008494604],"category_scores_gemma":[0.00057346246,0.000057895126,0.000040190276,0.0003406644,0.0000356304,0.0001368531,0.00012889999,0.00034280543,0.00008584163],"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":[0.0036452056,0.00044517775,0.13202174,0.00055332936,0.000105681305,0.00018469243,0.083177395,0.0022243338,0.000018500821,0.37023607,0.32455257,0.08283531],"study_design_scores_gemma":[0.0033266367,0.0033091516,0.24976568,0.0062237126,0.0000618635,0.0007437498,0.0775149,0.091213025,0.00002669872,0.057850707,0.5089184,0.0010454896],"about_ca_topic_score_codex":0.00056423026,"about_ca_topic_score_gemma":0.00045612906,"teacher_disagreement_score":0.31238535,"about_ca_system_score_codex":0.00031131267,"about_ca_system_score_gemma":0.0013905053,"threshold_uncertainty_score":0.24666966},"labels":[],"label_agreement":null},{"id":"W4399221603","doi":"10.1016/j.clon.2024.05.015","title":"UK Cancer Healthcare Professionals Collaborating With Colleagues in Low- and Middle-Income Countries: Mapping the Extent and Nature of Partnerships; Future Implications","year":2024,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"Economic and Social Research Council; University of Southampton","keywords":"Medicine; Low and middle income countries; Health professionals; Health care; Cancer; Healthcare system; Family medicine; Nursing; Economic growth; Developing country","score_opus":0.11009627358258388,"score_gpt":0.47416223981076927,"score_spread":0.3640659662281854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399221603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.745131,0.03325457,0.0000015634919,0.22018442,0.0005610031,0.0006544568,0.00005591296,0.000016864959,0.00014020078],"genre_scores_gemma":[0.98253125,0.0058151726,0.00023599288,0.010583165,0.0005081018,0.00014483058,0.00001166333,0.000009837898,0.00015996929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825245,0.00028410892,0.0007409432,0.00030553446,0.00013680215,0.0002801846],"domain_scores_gemma":[0.99652934,0.002630821,0.00016586854,0.00016679011,0.00027801856,0.00022914552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015075356,0.0001109554,0.00056326285,0.00006795224,0.00011134039,0.000010140004,0.000052313197,0.0004387678,0.000017368853],"category_scores_gemma":[0.0004578004,0.000061852246,0.000036608053,0.0004641281,0.00031999365,0.000030431029,0.000045035882,0.00084138394,0.0000011458766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000923187,0.00014207976,0.97359353,0.0034485545,0.000085203625,0.00009392536,0.0011676768,7.467646e-7,0.0000045759048,0.010166495,0.003515994,0.0068580047],"study_design_scores_gemma":[0.0011824813,0.00073390634,0.93730223,0.005393601,0.000051361065,0.000063433465,0.004336702,0.000106712585,0.0000036648712,0.00037867934,0.050354365,0.000092883405],"about_ca_topic_score_codex":0.00006550684,"about_ca_topic_score_gemma":0.0016467775,"teacher_disagreement_score":0.23740025,"about_ca_system_score_codex":0.000121519784,"about_ca_system_score_gemma":0.0024289414,"threshold_uncertainty_score":0.4308838},"labels":[],"label_agreement":null},{"id":"W4399463348","doi":"10.1002/wjs.12239","title":"Digitizing operating theater data in resource‐limited settings: Understanding surgical care delivery post‐implementation at Tanzanian referral hospital","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal General Hospital","funders":"McGill University","keywords":"Medicine; Perioperative; Interventional radiology; Referral; Psychological intervention; Medical emergency; Stakeholder engagement; Stakeholder; Resource (disambiguation); Orthopedic surgery; Nursing; Surgery; Public relations; Computer science","score_opus":0.07789747572519846,"score_gpt":0.3438602500514578,"score_spread":0.26596277432625937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399463348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115236,0.0066551,0.000009419213,0.008852022,0.00096783694,0.00019152167,0.000082322724,0.000047064445,0.0020423857],"genre_scores_gemma":[0.9971825,0.00026940057,0.00012818858,0.0012311692,0.00062162604,0.0000019765935,0.00041250532,0.00004089597,0.00011173007],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969951,0.00019129927,0.0012325356,0.0003381463,0.00061349117,0.0006294356],"domain_scores_gemma":[0.9979505,0.001041096,0.0002293282,0.0002862755,0.0001551764,0.00033762195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082847,0.00021763484,0.0005877096,0.0009264469,0.00017157874,0.00015961884,0.00013566467,0.00008694957,0.0001993485],"category_scores_gemma":[0.00019318365,0.00017819757,0.0002182127,0.00068317464,0.000049268918,0.0006487398,0.00015493915,0.00062563637,0.000011235129],"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":[0.001734012,0.00018598235,0.7794604,0.0017837966,0.0003309603,0.036300894,0.005270145,0.000026284986,0.00078292587,0.0004334761,0.12599921,0.04769194],"study_design_scores_gemma":[0.005143542,0.00071307854,0.11597867,0.020649465,0.00051468867,0.009715935,0.11819266,0.0008319088,0.0006160776,0.000117523305,0.72609824,0.0014281872],"about_ca_topic_score_codex":0.000066890156,"about_ca_topic_score_gemma":0.0001850431,"teacher_disagreement_score":0.6634817,"about_ca_system_score_codex":0.001224156,"about_ca_system_score_gemma":0.00054239604,"threshold_uncertainty_score":0.7266686},"labels":[],"label_agreement":null},{"id":"W4399498741","doi":"10.1007/s43678-024-00690-8","title":"Global emergency medicine: four part series on best practices","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa; Queen's University; University of Saskatchewan; University of Calgary; Toronto General Hospital; University of Toronto","funders":"","keywords":"Scope (computer science); Best practice; Medicine; Global health; Key (lock); Public health; Engineering ethics; Public relations; Medical education; Political science; Computer science; Nursing; Engineering","score_opus":0.11456341263918428,"score_gpt":0.41494806099033926,"score_spread":0.30038464835115497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399498741","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":[0.00047435105,0.05618935,0.0000045810857,0.030599844,0.8217626,0.0004128635,0.00041877615,0.000032548272,0.090105064],"genre_scores_gemma":[0.0007120733,0.049789324,0.000020421254,0.00038352364,0.87493986,0.000016157868,0.00033298938,0.00012621147,0.07367944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990355,0.0002775738,0.004047356,0.0007882464,0.0028788804,0.0016529533],"domain_scores_gemma":[0.98617995,0.0004089813,0.0034695205,0.0008543958,0.0032203572,0.0058667795],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0032695152,0.0010257479,0.0025024062,0.0012055091,0.00032167725,0.0000123573855,0.0006991606,0.001308857,0.029296385],"category_scores_gemma":[0.033566415,0.0007366658,0.0006282,0.0017623504,0.00039555738,0.00031113543,0.000033955956,0.0029847359,0.00038237878],"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":[0.0005549593,0.00005930862,0.0017857958,0.002085447,0.0005881372,0.004000469,0.00029481237,0.0000020491495,0.0000031413545,0.0003059246,0.98909,0.0012299201],"study_design_scores_gemma":[0.001133038,0.005865,0.00026101805,0.008636072,0.0021675094,0.00036196984,0.00090280693,0.0000024410929,5.299785e-7,0.0010750355,0.9791038,0.0004908025],"about_ca_topic_score_codex":0.048453365,"about_ca_topic_score_gemma":0.09916323,"teacher_disagreement_score":0.05317724,"about_ca_system_score_codex":0.0012865878,"about_ca_system_score_gemma":0.013660267,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4399555744","doi":"10.1136/bmjsit-2024-000297","title":"IDEAL evaluation for global surgery innovation","year":2024,"lang":"en","type":"editorial","venue":"BMJ Surgery Interventions & Health Technologies","topic":"Global Health and Surgery","field":"Medicine","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":"Ideal (ethics); Medicine; Political science","score_opus":0.12335282523752765,"score_gpt":0.48137691152729617,"score_spread":0.3580240862897685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399555744","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":[0.0016336853,0.046628177,0.0022080103,0.03231844,0.9028587,0.006921613,0.003391241,0.0037641278,0.0002760112],"genre_scores_gemma":[0.07683982,0.020349057,0.004480445,0.0027896133,0.75073236,0.035449494,0.10479317,0.0007660187,0.0038000334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900445,0.0003444392,0.0047182865,0.0012891938,0.0019470376,0.0016565942],"domain_scores_gemma":[0.9879757,0.004991116,0.0021278518,0.0013066366,0.0034114437,0.00018721627],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016147122,0.00076641154,0.0026695535,0.0028582388,0.00041546114,0.00015357272,0.00028504417,0.002396451,0.00007291244],"category_scores_gemma":[0.044903934,0.00073987554,0.0023100236,0.0036851764,0.0002517306,0.0002138832,0.0002201272,0.0015161355,0.00015565028],"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":[0.00031146145,0.00031175153,0.00031181469,0.015606701,0.00019073498,0.000025148907,0.000006503316,5.519359e-7,3.2234183e-7,0.0008373388,0.65739584,0.3250018],"study_design_scores_gemma":[0.0006683392,0.00044804122,0.00030030397,0.01707614,0.00041195354,0.00006903328,0.00028274982,0.00019866828,0.00000982362,0.010833702,0.9691616,0.0005395873],"about_ca_topic_score_codex":0.00031489323,"about_ca_topic_score_gemma":0.00018199476,"teacher_disagreement_score":0.32446223,"about_ca_system_score_codex":0.0033345472,"about_ca_system_score_gemma":0.014065285,"threshold_uncertainty_score":0.9995052},"labels":[],"label_agreement":null},{"id":"W4399676349","doi":"10.1016/j.nec.2024.05.005","title":"Education and Training in Global Neurosurgery","year":2024,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Global Health and Surgery","field":"Medicine","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 New Brunswick; University Health Network; Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Accreditation; Neurosurgery; Workforce; Training (meteorology); Curriculum; Medical education; Nursing; Surgery; Economic growth","score_opus":0.06474967290792158,"score_gpt":0.4001129259072615,"score_spread":0.3353632529993399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399676349","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":[0.0072993576,0.9856177,0.0000015987497,0.00017022094,0.004765274,0.00080470974,0.00027437395,0.00009554292,0.00097120705],"genre_scores_gemma":[0.0019261717,0.9946331,0.000070107206,0.002339702,0.00037715872,0.000090793874,0.00030440892,0.00009195938,0.00016659248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946303,0.0003289044,0.0027682965,0.0010093738,0.00046819332,0.00079494197],"domain_scores_gemma":[0.99617165,0.0014471306,0.0009658324,0.000650133,0.000116864976,0.00064838864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006288717,0.0006590938,0.004206656,0.0006776062,0.0000439989,0.00003439312,0.00015373835,0.00034072262,0.000014254716],"category_scores_gemma":[0.0017481563,0.00058013515,0.0010332695,0.002228594,0.00025663062,0.00008893863,0.00012698909,0.0011095951,0.000061429164],"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":[0.00005138987,0.00024226493,0.021413635,0.022278538,0.000040072777,0.00028248917,0.000023216613,4.5587686e-7,1.2191206e-8,0.0000117828395,0.0047482266,0.95090795],"study_design_scores_gemma":[0.00010858809,0.00015812699,0.0072051063,0.010741677,0.0007093486,0.0005092986,0.000019121295,0.000012946302,7.460631e-9,0.000037130078,0.9801669,0.0003317447],"about_ca_topic_score_codex":0.00006424308,"about_ca_topic_score_gemma":0.000018869916,"teacher_disagreement_score":0.9754187,"about_ca_system_score_codex":0.000118616896,"about_ca_system_score_gemma":0.0064849486,"threshold_uncertainty_score":0.999665},"labels":[],"label_agreement":null},{"id":"W4399726733","doi":"10.1213/ane.0000000000006950","title":"Anesthesia Workforce Numbers: Only Part of the Story","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Workforce; Medicine; Commission; Population; Anesthesia; Family medicine; Political science; Environmental health; Law","score_opus":0.01748044791178036,"score_gpt":0.2770475305038141,"score_spread":0.2595670825920337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399726733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951856,0.008165081,0.00001548945,0.03402909,0.00015191987,0.00042119282,0.0000010391936,0.00019469662,0.005165464],"genre_scores_gemma":[0.9834018,0.00030990512,0.000101488135,0.007902263,0.00031009552,0.000017160612,0.000012277128,0.00004874423,0.007896299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790347,0.00017287972,0.00043859083,0.00037327805,0.0005481752,0.0005636396],"domain_scores_gemma":[0.9986448,0.00019587725,0.000100704834,0.00066139054,0.00009954339,0.0002976748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068694266,0.00025094126,0.00047041135,0.00012440915,0.00013397855,0.000029424615,0.0002164309,0.00018563127,0.00021338681],"category_scores_gemma":[0.000046403457,0.0001692574,0.00039735614,0.00079443585,0.00020155383,0.00010432533,0.00001439626,0.00040943493,0.00023793442],"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":[0.0006665162,0.00047989856,0.3184206,0.00202265,0.0002770761,0.008868595,0.0011865475,0.000021711196,0.00025255585,0.060335808,0.5373065,0.07016158],"study_design_scores_gemma":[0.00022968915,0.00013177379,0.20624055,0.0009516838,0.00017614974,0.005927919,0.0001934588,0.000102129845,0.00018566103,0.0002638689,0.78540844,0.00018867204],"about_ca_topic_score_codex":0.00010056992,"about_ca_topic_score_gemma":0.000014720438,"teacher_disagreement_score":0.24810196,"about_ca_system_score_codex":0.00010176919,"about_ca_system_score_gemma":0.00079881377,"threshold_uncertainty_score":0.69021165},"labels":[],"label_agreement":null},{"id":"W4399726963","doi":"10.3390/siuj5030033","title":"Publishing Urologic Research from Low- and Middle-Income Countries","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Publishing; Low and middle income countries; Library science; Political science; Economic growth; Developing country; Economics; Computer science; Law","score_opus":0.11211949386617752,"score_gpt":0.4106636831299904,"score_spread":0.2985441892638129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399726963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143946,0.015227291,0.00010785099,0.057073757,0.002617224,0.00015805717,0.00006877913,0.000120192846,0.010232247],"genre_scores_gemma":[0.9882791,0.003151426,0.00037452826,0.004555038,0.0019210174,0.00001314519,0.000047089772,0.000015707326,0.0016429661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732953,0.00022510764,0.00049173407,0.00033208265,0.0010104501,0.00061107887],"domain_scores_gemma":[0.99657285,0.0022042107,0.0000898891,0.00014966617,0.0006124095,0.00037098525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031726127,0.00015053814,0.0002844209,0.0004138777,0.0003033556,0.0009578778,0.00024707676,0.000252839,0.001151602],"category_scores_gemma":[0.0029163794,0.000116047384,0.00014313964,0.00023907152,0.0002474567,0.00072106946,0.0001632522,0.0019461056,0.00010243762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002072302,0.0002529105,0.8233337,0.0010297444,0.0009471628,0.0076531316,0.0015809993,0.000022622624,0.000180463,0.028158247,0.11284024,0.021928474],"study_design_scores_gemma":[0.0023325763,0.000845047,0.4525532,0.0021310435,0.000105344276,0.0033303616,0.0014250246,0.0032902295,0.00011400286,0.116715685,0.4167922,0.00036524946],"about_ca_topic_score_codex":0.000096687356,"about_ca_topic_score_gemma":0.000013212885,"teacher_disagreement_score":0.3707805,"about_ca_system_score_codex":0.00032546837,"about_ca_system_score_gemma":0.00063939753,"threshold_uncertainty_score":0.99976146},"labels":[],"label_agreement":null},{"id":"W4399796096","doi":"10.1016/j.bjane.2024.844525","title":"Challenges of organizing pediatric anesthesia in low and middle-income countries","year":2024,"lang":"en","type":"editorial","venue":"Brazilian Journal of Anesthesiology (English Edition)","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital","funders":"","keywords":"Low and middle income countries; Medicine; Anesthesia; Psychology; Developing country; Economic growth; Economics","score_opus":0.010501906741447983,"score_gpt":0.2571097856088655,"score_spread":0.2466078788674175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399796096","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":[0.45798308,0.06603149,7.7565176e-7,0.0026869331,0.4725032,0.00040060605,0.000051180134,0.000060660455,0.00028209944],"genre_scores_gemma":[0.1375282,0.049103703,0.00018790859,0.00024206289,0.8126296,0.0000110286455,0.000080844016,0.00011589922,0.000100764366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959063,0.0003072655,0.0018396643,0.00047029284,0.0008413146,0.0006351752],"domain_scores_gemma":[0.99403834,0.0022277818,0.0011074077,0.00031683326,0.0018427075,0.00046690312],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021335133,0.00048126376,0.0019770213,0.0012692496,0.00006619163,0.000030283483,0.00026821578,0.001569049,0.000070139635],"category_scores_gemma":[0.0038755867,0.00040843707,0.0002761079,0.00044922114,0.00033514903,0.00026670494,0.00004054038,0.0019335151,0.000023469798],"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":[0.0023067205,0.00038408456,0.05320134,0.03027335,0.00020482972,0.02234576,0.0019187923,0.0000036181304,0.0000018421738,0.00045871903,0.8883231,0.0005778418],"study_design_scores_gemma":[0.005690325,0.006781782,0.26050445,0.031521473,0.0014597513,0.013090275,0.0019281659,0.0000048024535,0.000050801576,0.0023055149,0.67546993,0.0011926891],"about_ca_topic_score_codex":0.000007916016,"about_ca_topic_score_gemma":0.000013997107,"teacher_disagreement_score":0.34012643,"about_ca_system_score_codex":0.00017892994,"about_ca_system_score_gemma":0.0021445574,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W4399830753","doi":"10.1007/s00383-024-05741-w","title":"GAPS phase II: development and pilot results of the global assessment in pediatric surgery, an evidence-based pediatric surgical capacity assessment tool for low-resource settings","year":2024,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"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 British Columbia; McGill University; McGill University Health Centre; BC Children's Hospital; Montreal Children's Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Pediatric surgery; Health care; Construct (python library); Resource (disambiguation); Medical education; Medical physics; Surgery; Computer science","score_opus":0.05163432492397366,"score_gpt":0.3594399189849428,"score_spread":0.3078055940609692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399830753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98916745,0.0017811761,0.00020301375,0.0042513562,0.0027116302,0.00097197335,0.0005439696,0.00011297976,0.00025647794],"genre_scores_gemma":[0.993442,0.0011296769,0.0010973887,0.0005195566,0.0030683416,0.00022977698,0.00038937666,0.000036770045,0.0000870875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940482,0.00036666842,0.0021446454,0.00093262154,0.0016640703,0.000843809],"domain_scores_gemma":[0.9905722,0.0075603956,0.0005652228,0.00040312548,0.00044730213,0.00045174413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006489849,0.00044646612,0.00084671716,0.00094193924,0.00022457156,0.0001095723,0.00027811897,0.00020486701,0.00006805783],"category_scores_gemma":[0.0021421963,0.00035902992,0.0004315015,0.0016557433,0.000079093064,0.0003840067,0.00016712486,0.00052940287,0.0000043715936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015543823,0.0018825585,0.96339643,0.0015923305,0.000047675454,0.0001663903,0.000083495994,0.00006873307,0.0000051365187,0.00023579314,0.022891443,0.008075637],"study_design_scores_gemma":[0.0051880796,0.00063130434,0.9574767,0.0006470844,0.00045464403,0.00014447859,0.000060755523,0.0067871707,0.00010208027,0.0001290731,0.027584888,0.00079376076],"about_ca_topic_score_codex":0.0001247148,"about_ca_topic_score_gemma":0.000027102033,"teacher_disagreement_score":0.007281876,"about_ca_system_score_codex":0.0010403927,"about_ca_system_score_gemma":0.0059100557,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W4399938125","doi":"10.29392/001c.117624","title":"Is neocolonialism existing in global surgery practice? An analysis of a web-based survey amongst global surgery practitioners","year":2024,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Neocolonialism; Medicine; General surgery; Surgery; Political science; Law","score_opus":0.058235469048119326,"score_gpt":0.43345430291539927,"score_spread":0.37521883386727994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399938125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759674,0.0060031586,0.00024792075,0.011209067,0.0043693455,0.000550262,0.0006509417,0.00008613204,0.000915764],"genre_scores_gemma":[0.9922778,0.0006497124,0.0008790595,0.0055428576,0.00037373512,0.000010409856,0.00023116243,0.000023608227,0.000011674375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98881733,0.0015973707,0.005451829,0.00073474576,0.0021116114,0.0012871152],"domain_scores_gemma":[0.9885683,0.0024954975,0.0047387737,0.0006618788,0.0017648218,0.0017707017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.020767413,0.0004677573,0.0028896509,0.00075776136,0.00014912829,0.00012319638,0.00013148229,0.00039140272,0.000082334496],"category_scores_gemma":[0.0074925427,0.0004301027,0.0012737386,0.007945307,0.00016161012,0.00091053604,0.000043853048,0.00063268736,0.0000054771685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0026038594,0.00093786046,0.9280485,0.0009335508,0.00071179424,0.019276513,0.000055882167,0.00028437393,0.0000013105105,0.000101910344,0.037260946,0.009783498],"study_design_scores_gemma":[0.0004935895,0.00046944956,0.96899927,0.0017143687,0.0009249793,0.0118904915,0.00022969572,0.0022301117,0.0000023936748,0.00020104561,0.01255642,0.00028818473],"about_ca_topic_score_codex":0.026884928,"about_ca_topic_score_gemma":0.008441796,"teacher_disagreement_score":0.04095077,"about_ca_system_score_codex":0.0059171817,"about_ca_system_score_gemma":0.026603319,"threshold_uncertainty_score":0.9998151},"labels":[],"label_agreement":null},{"id":"W4400135273","doi":"10.1016/b978-0-443-18529-8.00026-3","title":"Access to innovative, safe, timely, and affordable surgical healthcare as an indispensable component of resilient health systems","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Component (thermodynamics); Health care; Healthcare system; Business; Risk analysis (engineering); Medicine; Economics; Economic growth","score_opus":0.038027331320046175,"score_gpt":0.3501128302285768,"score_spread":0.31208549890853066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400135273","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":[0.010717992,0.014675087,8.8900856e-7,0.0028922118,0.0009911461,0.0035255104,0.00036626315,0.000095767886,0.9667351],"genre_scores_gemma":[0.051724058,0.00088567263,0.00011018689,0.0033996748,0.00041273196,0.00009114714,0.00035772045,0.00014238118,0.94287646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957932,0.00009804274,0.0015128872,0.000874461,0.0008523916,0.000868967],"domain_scores_gemma":[0.9966894,0.00011128502,0.0004638589,0.0007362914,0.00050751644,0.0014916769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012190563,0.0005624934,0.0019837096,0.00062060624,0.00015735679,0.00007801908,0.00022110264,0.00042531308,0.00013717162],"category_scores_gemma":[0.000023974286,0.00047809386,0.00014226903,0.00014337842,0.00015528122,0.000067793044,0.00030923213,0.0008555669,0.0001662196],"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":[0.002833788,0.00022398951,0.001320668,0.035132583,0.00046925008,0.0016269663,0.0012041224,0.0000062944873,0.000013607638,0.22929335,0.014231546,0.71364385],"study_design_scores_gemma":[0.00065950485,0.0014326831,0.00042036508,0.008378004,0.000050574134,0.00044908148,0.00007596134,0.000018821238,0.000014168379,0.0020034835,0.9861252,0.00037220688],"about_ca_topic_score_codex":0.00030781518,"about_ca_topic_score_gemma":0.00015922767,"teacher_disagreement_score":0.9718936,"about_ca_system_score_codex":0.00049130025,"about_ca_system_score_gemma":0.0017218527,"threshold_uncertainty_score":0.99976707},"labels":[],"label_agreement":null},{"id":"W4400243033","doi":"10.1111/pan.14957","title":"Power and privilege in pediatric anesthesia","year":2024,"lang":"en","type":"editorial","venue":"Pediatric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Privilege (computing); Anesthesia; Power (physics); Medicine; Political science; Law","score_opus":0.005985876419436677,"score_gpt":0.2596729069297669,"score_spread":0.25368703051033026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400243033","genre_codex":"empirical","genre_gemma":"editorial","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":[0.50733954,0.08641362,0.000002260454,0.004317025,0.39667222,0.0020578583,0.00003821209,0.00064528425,0.0025140112],"genre_scores_gemma":[0.044318054,0.027243705,0.00012653893,0.00083700486,0.9233052,0.00014588555,0.00030910762,0.0002762705,0.0034382252],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468195,0.00015872852,0.0011442472,0.0012573242,0.0014258953,0.0013318451],"domain_scores_gemma":[0.99686944,0.0010802436,0.00030006288,0.0006719324,0.00022857434,0.00084973563],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012840836,0.0008317642,0.001538296,0.0013702152,0.000087152715,0.000096449876,0.00026339406,0.0020282033,0.0001180507],"category_scores_gemma":[0.000661575,0.0007434809,0.00031469,0.0015137752,0.000077143355,0.00012725702,0.00006987353,0.0021861424,0.0006288864],"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":[0.00020700622,0.0001585971,0.118011706,0.0031953133,0.0000124170965,0.013007152,0.00017336813,1.3366567e-7,8.478504e-8,0.00004428865,0.86499494,0.00019496356],"study_design_scores_gemma":[0.0010010354,0.00038874426,0.05285552,0.00014701224,0.0006819418,0.001490981,0.000026376245,0.000014992679,1.9741074e-7,0.00017589483,0.9425207,0.00069662486],"about_ca_topic_score_codex":0.00011787364,"about_ca_topic_score_gemma":0.000010138719,"teacher_disagreement_score":0.526633,"about_ca_system_score_codex":0.00028558078,"about_ca_system_score_gemma":0.0023752516,"threshold_uncertainty_score":0.99950165},"labels":[],"label_agreement":null},{"id":"W4400268700","doi":"10.1016/j.lana.2024.100834","title":"Expansion of national surgical, obstetric, and anaesthesia plans in Latin America: can Brazil be next?","year":2024,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; McGill University; Montreal Children's Hospital","funders":"Children's Hospital Foundation","keywords":"Latin Americans; Medicine; Anesthesia; Regional anaesthesia; Political science","score_opus":0.1913795369572712,"score_gpt":0.43973339345809104,"score_spread":0.24835385650081984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400268700","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":[0.0007493445,0.9686634,0.0000013935696,0.028441388,0.00018873175,0.0009607569,0.00028163864,0.000055532797,0.00065784797],"genre_scores_gemma":[0.0006886911,0.987438,0.00020292848,0.010262971,0.0005371096,0.00010203537,0.00046526527,0.00005226858,0.00025068672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959356,0.00050679955,0.0012844981,0.0005624545,0.0008991811,0.00081147545],"domain_scores_gemma":[0.99708134,0.0012212772,0.0007007533,0.00043452374,0.00010700474,0.00045510934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009939069,0.0004492493,0.0033718732,0.00048745875,0.000113940536,0.000020903999,0.00022054765,0.00021734863,0.000021656755],"category_scores_gemma":[0.00018046336,0.00027623778,0.00032036856,0.0018083581,0.0004521778,0.00004308197,0.000081083956,0.0010444872,0.000025845775],"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":[0.00017894781,0.000106248895,0.00028960052,0.024791526,0.00007311577,0.0002784495,0.00033225518,0.0000016497199,3.7556475e-8,0.0013540988,0.0902455,0.8823486],"study_design_scores_gemma":[0.00044493226,0.00031772887,0.0007070581,0.010775434,0.00009919605,0.0007360912,0.00015017214,0.000047176232,1.4828974e-8,0.000112011905,0.9864074,0.00020277742],"about_ca_topic_score_codex":0.0019161676,"about_ca_topic_score_gemma":0.000092156515,"teacher_disagreement_score":0.8961619,"about_ca_system_score_codex":0.00049346284,"about_ca_system_score_gemma":0.0037965365,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W4400294483","doi":"10.1080/13648470.2023.2274685","title":"Countering the logics of war in global health policy: fake drugs, antimicrobial resistance, and fugitive science","year":2024,"lang":"en","type":"article","venue":"Anthropology and Medicine","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Resistance (ecology); Political science; Biology; Microbiology; Antibiotics; Ecology","score_opus":0.014599312750946752,"score_gpt":0.39479439676657613,"score_spread":0.3801950840156294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400294483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6874898,0.04467936,0.00013516289,0.25910407,0.0012623423,0.00036008924,0.000046477267,0.00003630444,0.0068863723],"genre_scores_gemma":[0.9732629,0.01892899,0.000045987406,0.0074522016,0.00022671194,0.0000020277491,0.000005213513,0.000003977382,0.000071982795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99880844,0.000050933682,0.00030773293,0.00026086209,0.00015560901,0.0004164457],"domain_scores_gemma":[0.9994551,0.00013566572,0.00005252771,0.00012342577,0.000058732716,0.00017453296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001074806,0.00010511021,0.0003855976,0.00015894498,0.0001936595,0.0000036121899,0.00005326444,0.00006631207,0.000019136516],"category_scores_gemma":[0.00022653671,0.000062776315,0.000016537513,0.0006478824,0.0057186256,0.000050180523,0.00005069987,0.00017838739,0.0000010693515],"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":[0.0030050133,0.00037984687,0.12695536,0.00822639,0.00017309822,0.0009261953,0.03291028,0.0000015252092,0.003398231,0.5582439,0.10113418,0.16464603],"study_design_scores_gemma":[0.0089571895,0.0048265937,0.6306296,0.013598995,0.00021695704,0.003885771,0.051057663,0.0005297195,0.0008682289,0.019622423,0.26517826,0.00062863383],"about_ca_topic_score_codex":0.003788246,"about_ca_topic_score_gemma":0.00086241425,"teacher_disagreement_score":0.5386214,"about_ca_system_score_codex":0.00012853436,"about_ca_system_score_gemma":0.0009149358,"threshold_uncertainty_score":0.9969872},"labels":[],"label_agreement":null},{"id":"W4400379137","doi":"10.51724/ijpce.v4i1.89","title":"Editorial","year":2012,"lang":"en","type":"editorial","venue":"International Journal of Physics & Chemistry Education","topic":"Global Health and Surgery","field":"Medicine","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":"Computer science","score_opus":0.006816280894429727,"score_gpt":0.3380333982476592,"score_spread":0.3312171173532295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400379137","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":[0.0015503389,0.0006440814,0.00004024122,0.00046756177,0.993907,0.0000661281,0.000065107626,0.000010665845,0.0032489125],"genre_scores_gemma":[0.0081154825,0.000347452,0.00018053735,0.0001029738,0.98895717,0.000006024486,0.0009393753,0.00003248202,0.0013185093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968158,0.000020165578,0.0006910897,0.00015423825,0.0020675922,0.00025113203],"domain_scores_gemma":[0.99316424,0.00023318775,0.0011021836,0.00018994545,0.0049369237,0.00037348838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040324053,0.00021986775,0.0004238952,0.000060499846,0.000028175407,0.000047912043,0.00032803562,0.0005706578,0.00017519474],"category_scores_gemma":[0.001127707,0.0002086809,0.00033191137,0.00008027224,0.000039800467,0.00020462497,0.000037253016,0.0011982076,0.000041033396],"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":[0.0003605951,0.0006977871,0.00012066953,0.0002078849,0.0001996601,0.0000053888243,0.00006663392,7.613981e-7,0.0016280327,0.000010737011,0.98408973,0.012612116],"study_design_scores_gemma":[0.00062069437,0.000034421544,0.000028389482,0.00058762386,0.00017544713,0.000050443596,0.00004886348,8.1223226e-7,0.0024282874,0.00045388605,0.9954314,0.00013972237],"about_ca_topic_score_codex":0.00003055669,"about_ca_topic_score_gemma":1.6727009e-7,"teacher_disagreement_score":0.012472393,"about_ca_system_score_codex":0.00082814065,"about_ca_system_score_gemma":0.007608632,"threshold_uncertainty_score":0.9980173},"labels":[],"label_agreement":null},{"id":"W4400639784","doi":"","title":"Unmet Surgical Need among Adults in A Mixed Urban-Rural Community in Nigeria: A Survey of 1,993 Adults Using the Sosas Survey Tool.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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; Environmental health; Socioeconomics","score_opus":0.04818254649754324,"score_gpt":0.2911598832636168,"score_spread":0.24297733676607355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400639784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959,0.0011780219,0.000002640618,0.00021251726,0.00075904466,0.0014828647,0.00019759452,0.00005351144,0.00021380225],"genre_scores_gemma":[0.99911547,0.00007502652,0.000008219064,0.00010704425,0.00006911492,0.0002494677,0.00027925248,0.000029103685,0.00006730666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939852,0.0034245423,0.0009552343,0.0002632818,0.00041476864,0.00095698034],"domain_scores_gemma":[0.9956112,0.003252158,0.000119035874,0.0005334169,0.00019874201,0.000285483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011450914,0.0002459729,0.00077781605,0.0003270678,0.00008223371,0.000036642745,0.00022236696,0.00023013265,0.00001480145],"category_scores_gemma":[0.0034470768,0.0001801103,0.00013151416,0.0019280728,0.00020798438,0.00013749498,0.00012760574,0.0010107793,0.0000038263083],"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":[0.003503675,0.00030656878,0.98544455,0.0003941631,0.00003278546,0.00017671523,0.0009951832,0.000011308722,0.0000021883648,0.000009608227,0.0007281437,0.008395101],"study_design_scores_gemma":[0.0023475492,0.000049717724,0.9938494,0.0005536287,0.000013448181,0.0000329452,0.0007832607,0.0020830908,0.000019649822,0.0000127457515,0.00008996813,0.00016457771],"about_ca_topic_score_codex":0.20763525,"about_ca_topic_score_gemma":0.17595972,"teacher_disagreement_score":0.03167552,"about_ca_system_score_codex":0.00027130076,"about_ca_system_score_gemma":0.00031962027,"threshold_uncertainty_score":0.8390769},"labels":[],"label_agreement":null},{"id":"W4400640435","doi":"10.21203/rs.3.rs-4595115/v1","title":"Gaps Phase Iii: Incorporation of Capacity Based Weighting in the Global Assessment for Pediatric Surgery","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Weighting; Mirroring; Index (typography); Medicine; Human resources; Benchmark (surveying); Operations management; Demography; Geography; Engineering; Computer science; Psychology; Economics; Cartography","score_opus":0.14183708072622878,"score_gpt":0.4818595385535353,"score_spread":0.34002245782730656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400640435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861278,0.0018118239,0.0006003381,0.00422931,0.00064082805,0.0036885187,0.00087082054,0.000046691985,0.0019839015],"genre_scores_gemma":[0.99632186,0.00023823,0.00078829564,0.00015194352,0.0009036431,0.0007020379,0.00085305976,0.000021436032,0.00001948028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99512583,0.00087584584,0.00091762235,0.000547799,0.0017220447,0.0008108772],"domain_scores_gemma":[0.9952328,0.002754558,0.00022880403,0.0006191812,0.00090086024,0.0002637989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012969727,0.00023021662,0.0007129933,0.00070658,0.00013257533,0.000067121066,0.00020656282,0.00036622223,0.000036218928],"category_scores_gemma":[0.0017032473,0.00016627,0.00038251342,0.0014071824,0.00009820745,0.00003547701,0.00023902365,0.0016562687,0.000008094302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036260686,0.003968619,0.7714034,0.11053465,0.000114707116,0.0007033861,0.00056846096,0.00021247643,0.00008521628,0.009337825,0.080794744,0.018650461],"study_design_scores_gemma":[0.024737507,0.0055041392,0.5580183,0.0285607,0.0011364957,0.00011598436,0.005692593,0.15595384,0.0010446605,0.19536094,0.021401666,0.0024731357],"about_ca_topic_score_codex":0.0012418487,"about_ca_topic_score_gemma":0.00020464897,"teacher_disagreement_score":0.21338506,"about_ca_system_score_codex":0.0010192384,"about_ca_system_score_gemma":0.0065594986,"threshold_uncertainty_score":0.9990724},"labels":[],"label_agreement":null},{"id":"W4400726256","doi":"10.9745/ghsp-d-23-00515","title":"An Oxygen Supply Is Not Enough: A Qualitative Analysis of a Pressure Swing Adsorption Oxygen Plant Program in Ethiopian Hospitals","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Grand Challenges Canada; GE Foundation","keywords":"Pressure swing adsorption; Oxygen; Adsorption; Swing; Qualitative analysis; Medicine; Environmental science; Qualitative research; Chemistry; Engineering; Mechanical engineering; Sociology; Organic chemistry","score_opus":0.04828487766061736,"score_gpt":0.4775001146887854,"score_spread":0.42921523702816805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400726256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435857,0.007875076,0.000062510924,0.044501614,0.0003311141,0.0013678469,0.00059193885,0.00010649748,0.0015777029],"genre_scores_gemma":[0.9866887,0.0012574005,0.0028543214,0.009020186,0.00005224395,0.0000399045,0.00005868684,0.000005879456,0.00002268838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964107,0.00036501195,0.0006733082,0.00068791694,0.001083891,0.0007791495],"domain_scores_gemma":[0.9978264,0.0004967588,0.00024188693,0.00031358335,0.00041556114,0.00070583576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009473225,0.00017315127,0.0005630539,0.00047055155,0.00017565343,0.00011867946,0.00015304334,0.000121674464,0.00002329913],"category_scores_gemma":[0.0011700824,0.00014636472,0.0000795072,0.0050434894,0.00027029266,0.0011847394,0.000044709806,0.00030658083,0.000009233518],"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":[0.0082269795,0.0031441762,0.082027815,0.009625333,0.0014576925,0.00048292725,0.24637274,0.0001581685,0.0013518408,0.039349142,0.009452802,0.59835035],"study_design_scores_gemma":[0.0009955554,0.0047739567,0.8056163,0.0013710517,0.0013062832,0.000296071,0.042372685,0.036603544,0.00012282791,0.00058370735,0.105456434,0.00050155516],"about_ca_topic_score_codex":0.009437292,"about_ca_topic_score_gemma":0.0004764412,"teacher_disagreement_score":0.7235885,"about_ca_system_score_codex":0.0003206327,"about_ca_system_score_gemma":0.0030434134,"threshold_uncertainty_score":0.99715894},"labels":[],"label_agreement":null},{"id":"W4400838428","doi":"10.1002/pbc.31216","title":"Local evidence in sub‐Saharan Africa; the CANCaRe Africa experience—Lessons learned and shared thoughts about the way forward","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"Foundation S","keywords":"Closing (real estate); Medicine; Key (lock); Childhood cancer; Economic growth; Child survival; Developing country; Cancer; Political science; Child mortality","score_opus":0.06879624473547095,"score_gpt":0.351248137683293,"score_spread":0.282451892947822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400838428","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":[0.4361839,0.54221267,0.000041275107,0.018954843,0.0008959442,0.0007251327,0.00009491113,0.000101137775,0.0007902089],"genre_scores_gemma":[0.91501147,0.08182022,0.000015363063,0.0006865226,0.0012696974,0.000573154,0.000004419865,0.000027787184,0.00059138396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975328,0.00013490813,0.00041668428,0.0005555176,0.00054138585,0.0008187182],"domain_scores_gemma":[0.9983626,0.00074099546,0.00007042023,0.00041385932,0.00009941471,0.0003127251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064232096,0.00025224264,0.00037746018,0.00013627335,0.00024127697,0.00009622887,0.00023704443,0.0001400026,0.00012094493],"category_scores_gemma":[0.0002706319,0.00013841096,0.00012838405,0.0013267923,0.00017668649,0.00016920209,0.00009794054,0.0006009378,0.00003187893],"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":[0.0019312401,0.00058174075,0.20382538,0.006934398,0.000394201,0.002115602,0.09665994,0.0001853794,0.0005516865,0.0008454374,0.43408188,0.25189313],"study_design_scores_gemma":[0.0028468466,0.00050718925,0.2745747,0.0028060765,0.002022009,0.000249325,0.0052656475,0.003247522,0.0005881846,0.0008945621,0.70591885,0.001079074],"about_ca_topic_score_codex":0.0012400051,"about_ca_topic_score_gemma":0.0011817411,"teacher_disagreement_score":0.47882757,"about_ca_system_score_codex":0.000146264,"about_ca_system_score_gemma":0.0008216181,"threshold_uncertainty_score":0.5644235},"labels":[],"label_agreement":null},{"id":"W4400948721","doi":"10.26685/urncst.667","title":"INNOVATX Global Health Case Competition 2024 – Presented by McMaster Friends of Médecins Sans Frontières","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Competition (biology); Business","score_opus":0.046716918100298106,"score_gpt":0.45814243414838907,"score_spread":0.41142551604809097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400948721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7851669,0.023344308,0.00005180008,0.18963198,0.0006700252,0.00028410763,0.00003087085,0.00004064164,0.0007793223],"genre_scores_gemma":[0.9850994,0.013781445,0.00022787481,0.000520684,0.00010786389,0.0000037900827,0.000004051157,0.0000057296443,0.00024915923],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963984,0.00023234035,0.00092668674,0.0005307464,0.0008928002,0.0010190429],"domain_scores_gemma":[0.99801755,0.00043271336,0.00011281205,0.00016542563,0.00064346235,0.00062800926],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0071519525,0.00015326464,0.0004906408,0.000933018,0.0004784885,0.00013026234,0.00020909154,0.00025189293,0.000028028811],"category_scores_gemma":[0.0009976394,0.00010221233,0.00006650514,0.00462079,0.003195658,0.00029494477,0.0002589264,0.0024961857,0.0000072306257],"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":[0.0006284125,0.0008025166,0.24485947,0.0006071109,0.00013535815,0.005108954,0.000053460193,3.8445924e-7,0.0007606787,0.05707429,0.07153206,0.6184373],"study_design_scores_gemma":[0.013024401,0.014723119,0.09777744,0.009139498,0.00014681464,0.12559356,0.006718723,0.022808742,0.00054099946,0.47547278,0.23291002,0.0011438966],"about_ca_topic_score_codex":0.00034888476,"about_ca_topic_score_gemma":0.0002977679,"teacher_disagreement_score":0.6172934,"about_ca_system_score_codex":0.00032718838,"about_ca_system_score_gemma":0.0013937745,"threshold_uncertainty_score":0.9998051},"labels":[],"label_agreement":null},{"id":"W4401205611","doi":"10.1080/17549507.2024.2367518","title":"Experiences establishing a new speech-language pathology training program in Ethiopia, a resource-limited setting: Lessons learned","year":2024,"lang":"en","type":"review","venue":"International Journal of Speech-Language Pathology","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; Centre for Global Health Research; SickKids Foundation; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children","funders":"","keywords":"Training (meteorology); Resource (disambiguation); Computer science; Speech-Language Pathology; Medical education; Medicine; Psychology; Physical therapy; Geography","score_opus":0.09391010095142036,"score_gpt":0.4495674719971517,"score_spread":0.35565737104573136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401205611","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":[0.038976613,0.9502638,0.00006494149,0.0042279307,0.0035490699,0.0009055548,0.00008553766,0.00015933115,0.0017672122],"genre_scores_gemma":[0.005349372,0.9698293,0.013982915,0.0020160289,0.005974312,0.00013433846,0.0004592408,0.0002262007,0.0020282848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928667,0.0008642257,0.0028972973,0.0009261937,0.0012545,0.0011911136],"domain_scores_gemma":[0.995901,0.0008883248,0.0016633429,0.00049894117,0.00036343772,0.00068498467],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033323462,0.00080569193,0.003201947,0.0028263251,0.00006993187,0.000225892,0.0011227904,0.0011972889,0.00034709662],"category_scores_gemma":[0.0043109525,0.00064092316,0.0011840587,0.0010036794,0.00024799435,0.0002597655,0.0003417307,0.0040517324,0.000088191686],"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":[0.00018539901,0.00018628604,0.000045498207,0.0014720511,0.00021990447,0.16545773,0.03296429,8.6524557e-7,0.000041300653,0.000060752216,0.0016348859,0.79773104],"study_design_scores_gemma":[0.0020759774,0.00092796254,0.00008201062,0.029584114,0.0009904357,0.14491361,0.04746144,0.00003073564,0.000027923601,0.00022511109,0.7729407,0.0007399649],"about_ca_topic_score_codex":0.0001660803,"about_ca_topic_score_gemma":0.00015422457,"teacher_disagreement_score":0.79699105,"about_ca_system_score_codex":0.0006665061,"about_ca_system_score_gemma":0.0029310829,"threshold_uncertainty_score":0.9996042},"labels":[],"label_agreement":null},{"id":"W4401233925","doi":"10.1002/wjs.12306","title":"Authors' reply: Are low‐ and middle‐income countries achieving the Lancet commission global benchmark for surgical volumes? A systematic review","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; Manitoba Health","funders":"","keywords":"Conceptualization; Commission; Public health; Medicine; Library science; Management; Sociology; Political science; Nursing; Law","score_opus":0.07464616131624922,"score_gpt":0.3781249822933481,"score_spread":0.3034788209770989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401233925","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":[0.00002615655,0.987049,0.000003618322,0.008111263,0.002315043,0.0020276671,0.00017793968,0.000037887807,0.00025144115],"genre_scores_gemma":[0.000067867004,0.99501985,0.00006065912,0.0016975098,0.001826945,0.000093667506,0.00003531223,0.000056894336,0.0011413047],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99289745,0.0009392491,0.0040409938,0.00039984108,0.0009316891,0.00079076516],"domain_scores_gemma":[0.98919487,0.005680994,0.0032232786,0.00069130596,0.00046438366,0.00074518804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012257349,0.00065180793,0.009730279,0.0004114397,0.0002529638,0.00015901274,0.00030573524,0.0002461346,0.000050053903],"category_scores_gemma":[0.003918987,0.0003316923,0.0024467718,0.0010937353,0.00014638632,0.00012430147,0.00012483045,0.0012983627,0.00002251258],"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":[0.00012073021,0.000031655483,0.0006261881,0.85936517,0.0004326079,0.0011993011,0.000007909923,1.7053775e-8,7.654025e-10,0.00012915273,0.13137096,0.0067163208],"study_design_scores_gemma":[0.0001295973,0.000021357348,0.000048957907,0.50120944,0.0044159847,0.005097636,0.000010205572,0.00000166187,2.8807943e-9,0.000025528967,0.48889637,0.00014328513],"about_ca_topic_score_codex":0.000006416671,"about_ca_topic_score_gemma":0.0000057703096,"teacher_disagreement_score":0.35815573,"about_ca_system_score_codex":0.00050859887,"about_ca_system_score_gemma":0.0015755215,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W4401334448","doi":"10.1186/s13643-024-02611-3","title":"Disparities in perioperative mortality outcomes between First Nations and non-First Nations peoples in Australia: protocol for a systematic review and planned meta-analysis","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Global Health and Surgery","field":"Medicine","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":"Charles Darwin University; Australian Government","keywords":"Medicine; Perioperative; MEDLINE; Grading (engineering); Global health; Scopus; Developing country; Meta-analysis; Systematic review; Protocol (science); Health care; Family medicine; Public health; Alternative medicine; Surgery; Nursing; Economic growth; Pathology","score_opus":0.27701424662346325,"score_gpt":0.4970290012676012,"score_spread":0.22001475464413794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401334448","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":[7.117676e-7,0.5949405,0.000015583582,0.00030438628,0.000022599768,0.40426356,0.00037384883,0.000015942966,0.0000628723],"genre_scores_gemma":[0.00003927637,0.510185,0.00008726672,0.00005659984,0.000015810465,0.48879454,0.00014393956,0.000026204127,0.0006513737],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9881467,0.0020023375,0.007907712,0.0008821924,0.0005230076,0.00053805264],"domain_scores_gemma":[0.98781073,0.008526898,0.0021131672,0.0010332817,0.00020079174,0.00031512097],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008626063,0.0010607686,0.031345226,0.0015297125,0.00027021402,0.00016921436,0.00023144505,0.00033549574,0.000037963342],"category_scores_gemma":[0.015638871,0.00053597067,0.003309129,0.0026575162,0.00008062836,0.0001611115,0.000086878776,0.00041447085,0.00004737543],"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":[0.0000012480948,0.000055593235,0.0011429855,0.978961,0.019029591,0.000011663274,0.00020279101,1.1623752e-7,2.122329e-10,0.00034583348,0.00024419368,0.000005017708],"study_design_scores_gemma":[0.00019054096,0.000039066734,0.00016015004,0.647291,0.34260923,0.000029647053,0.000060040038,0.0000069117214,1.6008619e-9,0.0000076467395,0.009323266,0.00028247962],"about_ca_topic_score_codex":0.0005237084,"about_ca_topic_score_gemma":0.048988733,"teacher_disagreement_score":0.33166996,"about_ca_system_score_codex":0.0003634949,"about_ca_system_score_gemma":0.00043450756,"threshold_uncertainty_score":0.9997092},"labels":[],"label_agreement":null},{"id":"W4401656385","doi":"10.1136/bmjgh-2023-014170","title":"Task-sharing spinal anaesthesia care in three rural Indian hospitals: a non-inferiority randomised controlled clinical trial","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; University of Ottawa","funders":"","keywords":"Medicine; Anesthesia; Perioperative; General anaesthesia; Randomized controlled trial; Health care; Spinal anesthesia; Physical therapy; Surgery","score_opus":0.03360726940705639,"score_gpt":0.43613943171631075,"score_spread":0.40253216230925437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401656385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96693826,0.011087071,0.00006827507,0.006209802,0.003299681,0.010294364,0.00007040039,0.0002138528,0.0018182725],"genre_scores_gemma":[0.9935408,0.00060840556,0.00022079103,0.0035539032,0.0015599797,0.00039173645,0.0000738802,0.000028729652,0.000021758151],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99436134,0.0003733991,0.0024501013,0.00073064916,0.00066425826,0.0014202512],"domain_scores_gemma":[0.9973642,0.00020260402,0.0002981706,0.0005625722,0.00013844736,0.0014340014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048606573,0.00040574375,0.0023078164,0.0001958821,0.000160725,0.00009448894,0.00021182504,0.00039455874,0.00003283126],"category_scores_gemma":[0.0009525775,0.00033140607,0.00076430396,0.00077337766,0.0001112937,0.00013946173,0.00007766429,0.0008019332,0.00013776384],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.57800376,0.00033790333,0.2436396,0.0015640071,0.00010042827,0.0019133114,0.0002949646,0.0000023244888,2.8621415e-7,0.00086718483,0.002434675,0.17084154],"study_design_scores_gemma":[0.55767107,0.0075520426,0.42640686,0.0025237312,0.00009348269,0.00019576024,0.0006513288,0.001428559,2.3310562e-7,0.0006653816,0.002436823,0.0003747517],"about_ca_topic_score_codex":0.0039755553,"about_ca_topic_score_gemma":0.003118837,"teacher_disagreement_score":0.18276726,"about_ca_system_score_codex":0.0015345423,"about_ca_system_score_gemma":0.006361212,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W4401715763","doi":"10.1080/0142159x.2024.2382852","title":"Discursive (mis)alignments in internationalization: The case of International Medical Programmes","year":2024,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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":"The Wilson Centre; University of Toronto","funders":"","keywords":"Internationalization; Curriculum; Modality (human–computer interaction); Political science; Medical education; Engineering ethics; Sociology; Pedagogy; Medicine; Business; Computer science; Engineering","score_opus":0.018393416675680473,"score_gpt":0.37097059787239933,"score_spread":0.3525771811967189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401715763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8309916,0.0036990556,0.0014355147,0.12567669,0.0030241227,0.0005980547,0.000012330345,0.00010463,0.034457948],"genre_scores_gemma":[0.99616724,0.00024793518,0.000028199185,0.0012800496,0.00046922307,0.000043149543,0.00005433995,0.000010450531,0.0016994149],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801546,0.00009511082,0.00041794276,0.00018673946,0.0010719679,0.00021277348],"domain_scores_gemma":[0.9993301,0.00013690356,0.000034343662,0.00012207026,0.000059692222,0.00031691435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012851907,0.000088831555,0.00017320436,0.00015586546,0.000021264796,0.000013540738,0.00015571981,0.00015035276,0.008128721],"category_scores_gemma":[0.0018961681,0.000051376785,0.000083159895,0.00034083865,0.0001910814,0.000047992806,0.000053860294,0.00039562365,0.000039524028],"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":[0.00023071025,0.0014500304,0.4025539,0.0005457953,0.0003577488,0.037983395,0.0032715558,0.0000017165725,0.0000028928287,0.025889762,0.14892723,0.37878528],"study_design_scores_gemma":[0.004227211,0.0003045275,0.02624727,0.004696346,0.00012701984,0.017152645,0.004345904,0.12908462,0.00004333477,0.0032574625,0.8101462,0.0003674563],"about_ca_topic_score_codex":0.00037034816,"about_ca_topic_score_gemma":0.0001759518,"teacher_disagreement_score":0.661219,"about_ca_system_score_codex":0.00008629407,"about_ca_system_score_gemma":0.00039345844,"threshold_uncertainty_score":0.992778},"labels":[],"label_agreement":null},{"id":"W4401742578","doi":"10.1200/go-24-00254","title":"Survey of Hematology/Oncology Program Leaders on Equity and Global Health Opportunities for Fellows","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Accreditation; Medical education; Graduate medical education; Likert scale; Quarter (Canadian coin); Medicine; Family medicine; Equity (law); Global health; Psychology; Political science; Nursing; Public health","score_opus":0.2600641906949604,"score_gpt":0.510152042572869,"score_spread":0.25008785187790855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401742578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6653778,0.03170589,0.00060358515,0.16966951,0.00827463,0.0068006967,0.0034644257,0.00091016357,0.113193326],"genre_scores_gemma":[0.98194695,0.0009247614,0.0014245971,0.01484875,0.00016014028,0.00017789575,0.0002989932,0.000018548213,0.00019935853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996813,0.00044838278,0.0008669243,0.0005437469,0.00027455675,0.0010534102],"domain_scores_gemma":[0.9977591,0.0007857613,0.0002162612,0.00025509112,0.00025043526,0.0007333654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022926403,0.0002807067,0.0013816229,0.00009113961,0.00010083229,0.000016107027,0.00013646034,0.00054794335,0.00002768733],"category_scores_gemma":[0.000526728,0.0002418841,0.00017335002,0.0004092738,0.00071909267,0.000054885662,0.00016344122,0.00025789838,0.000018384757],"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":[0.0025393332,0.00095443433,0.023990663,0.0018069365,0.00016671623,0.00043673615,0.000092191265,0.0000015320035,0.0000022006475,0.04401296,0.15278919,0.7732071],"study_design_scores_gemma":[0.003698732,0.030635899,0.12248603,0.0004140493,0.0001622767,0.0018284956,0.0016513887,0.00086038007,0.000010519922,0.0048772953,0.8330345,0.00034040646],"about_ca_topic_score_codex":0.0018486772,"about_ca_topic_score_gemma":0.0040186825,"teacher_disagreement_score":0.7728667,"about_ca_system_score_codex":0.0017699735,"about_ca_system_score_gemma":0.00626711,"threshold_uncertainty_score":0.99936646},"labels":[],"label_agreement":null},{"id":"W4401819346","doi":"10.1080/17441692.2024.2394811","title":"Global health photography behind the façade of empowerment and decolonisation","year":2024,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Western University; McMaster University","funders":"Trust for Mutual Understanding; Wellcome Trust","keywords":"Empowerment; Mainstream; Sociology; Glocalization; Photo elicitation; Decolonization; Photography; Public relations; Political science; Globalization; Visual arts; Politics","score_opus":0.02610440058403251,"score_gpt":0.36677345308710324,"score_spread":0.3406690525030707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401819346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6135975,0.034612294,0.0009331024,0.3401743,0.0017078182,0.001873333,0.000649727,0.00025411314,0.00619782],"genre_scores_gemma":[0.972349,0.0017789179,0.00029937577,0.025284698,0.00013560604,0.00002646254,0.0000891975,0.000009115734,0.000027615584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970428,0.00024099494,0.0007462225,0.00040489194,0.0005719353,0.0009931697],"domain_scores_gemma":[0.9981157,0.00008031852,0.0001739213,0.00033251845,0.00010272552,0.0011947779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023747177,0.00019828127,0.00048642966,0.00009587594,0.0002436051,0.00008048635,0.00010860083,0.00010712481,0.000047057438],"category_scores_gemma":[0.00012795767,0.00013938632,0.00014442732,0.00094112963,0.00017470361,0.0001225724,0.00006128068,0.000185179,0.000014497301],"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":[0.00015902029,0.00045395887,0.25110105,0.00270989,0.00018089052,0.000032695454,0.0014446832,0.0000021324254,0.000001643955,0.047992732,0.21869846,0.47722286],"study_design_scores_gemma":[0.0006512963,0.000910684,0.6046797,0.00024836833,0.000016409596,0.00028060834,0.00064415165,0.00027856315,7.99633e-7,0.0020000038,0.39017272,0.000116680865],"about_ca_topic_score_codex":0.0048926435,"about_ca_topic_score_gemma":0.0010950202,"teacher_disagreement_score":0.47710618,"about_ca_system_score_codex":0.0010744028,"about_ca_system_score_gemma":0.0054895133,"threshold_uncertainty_score":0.9738161},"labels":[],"label_agreement":null},{"id":"W4401871433","doi":"10.1016/j.socscimed.2024.117274","title":"Artificial intelligence and the politics of avoidance in global health","year":2024,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia; University of British Columbia Hospital","funders":"American Political Science Association","keywords":"Global health; Psychological intervention; Politics; Equity (law); Health equity; Political science; Sociology; Health policy; Public relations; Medicine; Health care; Law","score_opus":0.09439634097224817,"score_gpt":0.4730676696223581,"score_spread":0.3786713286501099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401871433","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":[0.00009132024,0.98584765,0.00003707973,0.009343662,0.0009996068,0.0008620037,0.00003118046,0.00001980958,0.0027676686],"genre_scores_gemma":[0.008084107,0.98948866,0.000011057578,0.0013870056,0.000921537,0.000021119373,0.0000075374046,0.000009771074,0.000069205744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964973,0.00019239886,0.0012248313,0.00044113217,0.00088158407,0.0007627531],"domain_scores_gemma":[0.9987109,0.00025230052,0.0003308274,0.00022071644,0.000114550014,0.00037074852],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052100765,0.00025345525,0.002108742,0.00021524967,0.00025347515,0.000013844005,0.00027946132,0.00015063825,0.000013766703],"category_scores_gemma":[0.001254289,0.0001325688,0.00016593098,0.002941114,0.005548756,0.000039412083,0.0000907251,0.00057136145,0.000010278479],"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":[0.000017392003,0.00002120007,0.000029132196,0.008806838,0.000007727628,0.000015365466,0.0013573649,1.3205255e-8,3.3190574e-8,0.15209426,0.00066489365,0.83698577],"study_design_scores_gemma":[0.00045508982,0.00047833813,0.00025518172,0.06336608,0.0008502226,0.00030716677,0.0026647348,0.00006395797,4.0419198e-7,0.08635132,0.84482795,0.00037954835],"about_ca_topic_score_codex":0.001253465,"about_ca_topic_score_gemma":0.000090856694,"teacher_disagreement_score":0.84416306,"about_ca_system_score_codex":0.00073062186,"about_ca_system_score_gemma":0.0050517777,"threshold_uncertainty_score":0.9971576},"labels":[],"label_agreement":null},{"id":"W4401894350","doi":"10.1038/s41591-024-03192-3","title":"A united call for gender equity in global health leadership","year":2024,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Baycrest Hospital","funders":"University of Cape Town","keywords":"Equity (law); Health equity; Business; Political science; Public relations; Health care; Law","score_opus":0.1471635542601552,"score_gpt":0.45293995347745203,"score_spread":0.3057763992172968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401894350","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":[0.00015520965,0.06902006,0.00007872764,0.91586,0.0051530907,0.0018014339,0.00037997979,0.00019178435,0.007359728],"genre_scores_gemma":[0.007958997,0.0004387434,0.00017665618,0.9655457,0.014818092,0.00009074631,0.0058608563,0.00008224661,0.0050279233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486965,0.0001673806,0.0010013522,0.0009029848,0.0012270564,0.0018315671],"domain_scores_gemma":[0.9978719,0.00044309272,0.00021771682,0.00059053476,0.00027454944,0.00060224737],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018744455,0.00060884835,0.0017174752,0.00079644687,0.00006464615,0.000012951422,0.00024989952,0.003540137,0.000118607946],"category_scores_gemma":[0.0012285874,0.00044134504,0.00026632877,0.0015916205,0.00019668322,0.000028498613,0.000079316895,0.008520948,0.00005167135],"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":[0.0003352096,0.000041212435,0.00044813426,0.015144613,0.000090304915,0.002025764,0.00015488765,1.8860422e-7,0.0000010180323,0.0005658585,0.9763596,0.0048332317],"study_design_scores_gemma":[0.0025851617,0.00062590255,0.0017883299,0.0046279766,0.00020002447,0.0003919934,0.00009875132,0.00006731982,7.941702e-7,0.0020963126,0.9872394,0.00027803637],"about_ca_topic_score_codex":0.0007166866,"about_ca_topic_score_gemma":0.00027375424,"teacher_disagreement_score":0.06858132,"about_ca_system_score_codex":0.0021780597,"about_ca_system_score_gemma":0.0023198165,"threshold_uncertainty_score":0.99980384},"labels":[],"label_agreement":null},{"id":"W4401942937","doi":"10.1007/s43678-024-00747-8","title":"Supporting global emergency medicine practice for Canadian physicians: models to foster academic productivity and build collaborative communities of practice","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"University of Ottawa; Island Health; Queen's University; University of Saskatchewan; University of Calgary; Toronto East General Hospital; University of Toronto","funders":"","keywords":"Medicine; Productivity; Medical education; Academic medicine; Emergency department; MEDLINE; Family medicine; Nursing; Economic growth; Political science","score_opus":0.10730652254500699,"score_gpt":0.43352644989926287,"score_spread":0.32621992735425587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401942937","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":[0.21443619,0.127401,0.002854644,0.5838203,0.03120267,0.0035355554,0.0009323412,0.00004430681,0.035773017],"genre_scores_gemma":[0.9861157,0.004848253,0.0008154696,0.004089778,0.0032505768,0.000032205546,0.000050933108,0.00005173289,0.00074536685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587184,0.00027708508,0.0019560868,0.0003075761,0.0005974008,0.0009899841],"domain_scores_gemma":[0.9914247,0.00053885096,0.0008117287,0.00033932176,0.004138149,0.0027472442],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040179873,0.00034023475,0.0009876918,0.0007405953,0.00028644942,0.000005944896,0.00024307809,0.00019260646,0.0005587731],"category_scores_gemma":[0.010422937,0.00027885538,0.000112158996,0.0018150082,0.0002572407,0.00090838975,0.000020969632,0.0007816283,0.0000029934356],"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":[0.00083876925,0.000067499604,0.009687089,0.0017362412,0.00066783756,0.00033556996,0.03630975,0.00008425201,0.0004033462,0.0055799936,0.9348355,0.00945418],"study_design_scores_gemma":[0.0011959615,0.0037221026,0.0021120578,0.0041731372,0.0015036428,0.000587813,0.07029386,0.0004536832,0.000038488764,0.003746723,0.91179895,0.00037355686],"about_ca_topic_score_codex":0.28212675,"about_ca_topic_score_gemma":0.5134786,"teacher_disagreement_score":0.77167946,"about_ca_system_score_codex":0.00061865454,"about_ca_system_score_gemma":0.0070059183,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4401946001","doi":"10.7202/1113091ar","title":"Réformer la recherche en santé mondiale au Sahel","year":2023,"lang":"fr","type":"article","venue":"Études internationales","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Geography; Political science","score_opus":0.18989819955125953,"score_gpt":0.4441804246978399,"score_spread":0.2542822251465804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401946001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66946375,0.030367471,0.00025356485,0.02490224,0.009302695,0.00044634167,0.00029783737,0.00029607164,0.26467004],"genre_scores_gemma":[0.88152313,0.016567115,0.00114778,0.002066436,0.003023387,0.000050522005,0.00024145357,0.00004317197,0.095337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974985,0.000534702,0.00044985875,0.00029933295,0.0005225915,0.00069501554],"domain_scores_gemma":[0.9938751,0.0053335587,0.00009295126,0.00021274085,0.00016329724,0.00032233668],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003274007,0.00020802519,0.0002943875,0.00026690922,0.00007683946,0.000031340227,0.00022866335,0.00048625492,0.0014068785],"category_scores_gemma":[0.0046290387,0.00020263183,0.00018132283,0.00043072758,0.00015597152,0.0001615195,0.00012018432,0.0006516005,0.0058830497],"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":[0.00030619022,0.0005117722,0.120949,0.0011830061,0.0005237492,0.00077979255,0.004538689,0.00009305057,0.0006347294,0.28707752,0.2706374,0.31276512],"study_design_scores_gemma":[0.0005672391,0.00007771487,0.16115732,0.0009178338,0.000054553013,0.000109374945,0.001174008,0.0011228182,0.00022048612,0.0054000737,0.8290098,0.00018880493],"about_ca_topic_score_codex":0.0010784239,"about_ca_topic_score_gemma":0.00057346036,"teacher_disagreement_score":0.5583724,"about_ca_system_score_codex":0.001520532,"about_ca_system_score_gemma":0.0012615077,"threshold_uncertainty_score":0.999506},"labels":[],"label_agreement":null},{"id":"W4402054815","doi":"10.1108/978-1-80262-713-820241007","title":"Being a Pathfinder – In Practice","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"The King's University; Western University","funders":"","keywords":"Pathfinder; Medicine; Psychology; Computer science; Library science","score_opus":0.023369807854836847,"score_gpt":0.32026675876931443,"score_spread":0.2968969509144776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402054815","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":[0.000030257876,0.0025210306,0.0000052266064,0.005162052,0.000520152,0.00025401317,0.000004019503,0.00007476192,0.9914285],"genre_scores_gemma":[0.0038205034,0.00073830294,0.00028966836,0.011708052,0.00027548,0.0000056129484,0.000026023674,0.000040045565,0.9830963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892753,0.0000049214646,0.00030278473,0.00025952567,0.00024704024,0.00025821305],"domain_scores_gemma":[0.99935496,0.0001670855,0.000041351643,0.00019299074,0.00006222207,0.00018138347],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029081796,0.00016363182,0.00033830406,0.0001928625,0.000011966878,0.0000102332115,0.000025164754,0.00031213215,0.0009133277],"category_scores_gemma":[0.000118841745,0.00013143706,0.00009934295,0.00003087193,0.000016356107,0.000036239708,0.00003164263,0.0006488793,0.0020133003],"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":[0.00013934987,0.000026733394,0.00011275095,0.00063694915,0.00006127846,0.005580129,0.00008297867,8.658904e-8,0.000001139259,0.9442432,0.037401665,0.0117137525],"study_design_scores_gemma":[0.00018335713,0.000052944008,0.00006534362,0.0010095723,0.00010526185,0.0002712545,0.000034608307,0.0000112318085,7.779137e-7,0.019626185,0.9785237,0.000115806135],"about_ca_topic_score_codex":0.00011281722,"about_ca_topic_score_gemma":0.00004590919,"teacher_disagreement_score":0.941122,"about_ca_system_score_codex":0.000140573,"about_ca_system_score_gemma":0.0003133017,"threshold_uncertainty_score":1},"labels":[],"label_agreement":null},{"id":"W4402192500","doi":"10.1186/s12909-024-05895-0","title":"The experiences of medical and pharmacy students participating in a collaborative online international learning on social accountability and global health: a qualitative study","year":2024,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Accountability; Medical education; Thematic analysis; Health care; Social accounting; Pharmacy; Psychology; Qualitative research; Public relations; Medicine; Sociology; Nursing; Political science","score_opus":0.10195840163653082,"score_gpt":0.6049102404667128,"score_spread":0.502951838830182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402192500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838116,0.0018259928,0.000013656071,0.013110905,0.00075800356,0.00041740626,0.000005394618,0.000014737867,0.000042304087],"genre_scores_gemma":[0.9981462,0.00038948815,0.00003661935,0.00090017077,0.00022549617,0.00027230722,0.000015614118,0.0000034448751,0.000010699413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99687266,0.00075268856,0.0005095245,0.0002314531,0.0014453658,0.00018827745],"domain_scores_gemma":[0.99816006,0.0012741018,0.00009202186,0.00004729691,0.00011632147,0.00031021456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004191812,0.00008349592,0.00022544104,0.000046813544,0.00012423612,0.00003612417,0.00008934903,0.00005100024,0.00009848858],"category_scores_gemma":[0.0063646357,0.000056144316,0.000018712075,0.00032371466,0.0002262196,0.000060012673,0.000059555998,0.00028817734,8.889316e-7],"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":[0.00055223296,0.0021061164,0.2821984,0.00030584386,0.000037270554,0.000006098427,0.5669675,2.3207217e-7,2.57745e-7,0.00059110264,0.0008698763,0.14636506],"study_design_scores_gemma":[0.0010061733,0.00026854035,0.1969589,0.0005694555,0.000009663581,0.000007738209,0.79834384,0.0019284225,6.022876e-7,0.000101135236,0.00076149486,0.00004403428],"about_ca_topic_score_codex":0.0010239916,"about_ca_topic_score_gemma":0.0020688581,"teacher_disagreement_score":0.23137634,"about_ca_system_score_codex":0.00019358716,"about_ca_system_score_gemma":0.0053277733,"threshold_uncertainty_score":0.94512415},"labels":[],"label_agreement":null},{"id":"W4402389486","doi":"10.1007/s44186-024-00286-x","title":"Investigating the barriers to the development of laparoscopic surgery in Haiti","year":2024,"lang":"en","type":"article","venue":"Global Surgical Education - Journal of the Association for Surgical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Laparoscopic surgery; Medicine; General surgery; Laparoscopy","score_opus":0.021043224299588617,"score_gpt":0.3496274019127698,"score_spread":0.3285841776131812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402389486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92551917,0.002388253,0.000018013196,0.061537195,0.0072712735,0.0007521418,0.000019647327,0.000015447209,0.0024788873],"genre_scores_gemma":[0.99572337,0.00006966284,0.0002870686,0.0018781527,0.0008507256,0.000090198715,0.0000242844,0.000012360338,0.001064176],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967096,0.0003999292,0.0014240694,0.00020198795,0.0008621373,0.00040231046],"domain_scores_gemma":[0.9957913,0.0018222491,0.00073325087,0.00023954148,0.00083451986,0.0005791458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004939029,0.00017068804,0.00045459913,0.0001500279,0.00029701914,0.0000917433,0.00027079426,0.00015631256,0.00006469033],"category_scores_gemma":[0.007364925,0.00009124032,0.0004089348,0.0015286404,0.0000624441,0.00015419541,0.000042978358,0.00039012506,0.000014175545],"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":[0.000551705,0.0011414823,0.530885,0.00069862837,0.0003155578,0.0000036457445,0.005656476,0.00035091408,0.000028346876,0.019009475,0.29833332,0.14302547],"study_design_scores_gemma":[0.00057173613,0.00005168885,0.17308636,0.0010805856,0.00010715187,0.00014010709,0.0021475514,0.0000782306,0.0001367579,0.0018986182,0.82056504,0.00013617885],"about_ca_topic_score_codex":0.00009172388,"about_ca_topic_score_gemma":0.000055488934,"teacher_disagreement_score":0.5222317,"about_ca_system_score_codex":0.0017903708,"about_ca_system_score_gemma":0.016532095,"threshold_uncertainty_score":0.98904324},"labels":[],"label_agreement":null},{"id":"W4402474965","doi":"10.1080/21594937.2024.2388968","title":"Gold medal water rescue","year":2024,"lang":"en","type":"article","venue":"International Journal of Play","topic":"Global Health and Surgery","field":"Medicine","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":"Medal; Gold medal; Forensic engineering; Engineering; Environmental science; Aeronautics; History; Archaeology; Art history","score_opus":0.015498810309167364,"score_gpt":0.3386518501630407,"score_spread":0.32315303985387334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402474965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539499,0.0014032776,0.00038868192,0.024569863,0.008771673,0.00004927267,0.00001528309,0.000023506407,0.0108285425],"genre_scores_gemma":[0.99377364,0.000117786876,0.00031203602,0.001611404,0.0016784036,5.4874585e-7,0.000008543674,0.000007533365,0.0024901135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989275,0.000015855718,0.00033548084,0.00006457022,0.0005098119,0.0001467933],"domain_scores_gemma":[0.9994283,0.00006211398,0.000028315428,0.00004530908,0.00027571764,0.00016029488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043442755,0.00005659777,0.00012880108,0.0002019721,0.000008824605,0.000034816974,0.00010036052,0.000043804186,0.00051494467],"category_scores_gemma":[0.00009002113,0.000032906228,0.00013510851,0.00003721922,0.000017609489,0.000114809984,0.000018583527,0.00023722443,0.00020781296],"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":[0.003524505,0.0004587748,0.020201197,0.00030133457,0.0018515611,0.04300432,0.0020376917,0.000108621636,0.041493297,0.0124368165,0.7267528,0.14782907],"study_design_scores_gemma":[0.0007824201,0.00021226479,0.008670351,0.00063598936,0.000047715876,0.0074189557,0.000056401845,0.0003236092,0.0070799673,0.0010034819,0.9736931,0.000075782045],"about_ca_topic_score_codex":0.00001867053,"about_ca_topic_score_gemma":0.0000035662977,"teacher_disagreement_score":0.24694026,"about_ca_system_score_codex":0.00011036621,"about_ca_system_score_gemma":0.00016317885,"threshold_uncertainty_score":0.5638283},"labels":[],"label_agreement":null},{"id":"W4402501448","doi":"10.47391/jpma.s3.gno-05","title":"Role of neurosurgeons In strengthening paediatric neuro-oncology In low- and middle-income countries: a narrative review with case examples","year":2024,"lang":"en","type":"review","venue":"Journal of the Pakistan Medical Association","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Narrative; Low and middle income countries; Pediatric oncology; Narrative review; Medicine; Psychology; Intensive care medicine; Economic growth; Developing country; Internal medicine; Economics; Literature; Cancer; Art","score_opus":0.018214208576657096,"score_gpt":0.34602451622881447,"score_spread":0.32781030765215735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402501448","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":[0.008984295,0.9872597,6.923527e-7,0.0025700084,0.00045074263,0.00061359874,0.000035758938,0.0000067270207,0.00007847808],"genre_scores_gemma":[0.004665502,0.9945022,0.000019026216,0.0005141067,0.00021960566,0.000015788613,0.000003202599,0.000027497323,0.000033060012],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942656,0.0012652506,0.002747328,0.0002032047,0.0011615878,0.00035703648],"domain_scores_gemma":[0.99298376,0.0036379346,0.0026538041,0.00015132337,0.00026883834,0.0003043264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061962465,0.00026062192,0.002502966,0.0003781308,0.00004405795,0.000012917128,0.00014275222,0.00041627028,0.000038316273],"category_scores_gemma":[0.0077434187,0.00014122954,0.00035388576,0.0010957319,0.00008735091,0.000058174624,0.000064489584,0.0019581092,0.000002078022],"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":[0.00073460425,0.0010528496,0.057948228,0.66854155,0.0011138641,0.03185129,0.0067685824,0.0000036193753,5.09582e-7,0.0003142024,0.0053872177,0.22628348],"study_design_scores_gemma":[0.0013254385,0.0006206065,0.001085751,0.46773794,0.002733209,0.011220857,0.0009788576,0.00003802892,1.022577e-7,0.000091493566,0.5139468,0.00022091689],"about_ca_topic_score_codex":0.00009169373,"about_ca_topic_score_gemma":0.0005117011,"teacher_disagreement_score":0.5085596,"about_ca_system_score_codex":0.0011424506,"about_ca_system_score_gemma":0.003253696,"threshold_uncertainty_score":0.9270155},"labels":[],"label_agreement":null},{"id":"W4402564100","doi":"10.1016/j.gore.2024.101512","title":"Global distribution and career outcomes of international fellows trained in Canadian gynecologic oncology programs","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"Global Health and Surgery","field":"Medicine","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 Laval; Hôtel-Dieu de Québec; University of British Columbia; University of Manitoba; University of Calgary; Princess Margaret Cancer Centre; Royal Victoria Hospital; McGill University; University of Ottawa; Jewish General Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; Hôpital Charles-Le Moyne","funders":"","keywords":"Medicine; Gynecologic oncology; Distribution (mathematics); Oncology; Internal medicine; Family medicine; Medical education; Medical physics","score_opus":0.025170054517107424,"score_gpt":0.3414973051618173,"score_spread":0.3163272506447099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402564100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960404,0.0009892274,0.000014066506,0.010752219,0.0038274978,0.0010131716,0.00010413022,0.00011550007,0.022780202],"genre_scores_gemma":[0.99688053,0.00019205682,0.00032382674,0.0013672699,0.00007711151,0.00016908103,0.0006583138,0.000010098004,0.00032173799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970351,0.00017050744,0.0010470963,0.0006012172,0.00023636424,0.00090970704],"domain_scores_gemma":[0.9982087,0.0005040514,0.000235364,0.00023352659,0.0001920739,0.0006263113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018073203,0.00024530082,0.00092790794,0.00022846035,0.0000678376,0.00001781593,0.0000948578,0.00077257777,0.00031194423],"category_scores_gemma":[0.002012397,0.00019651331,0.00016021405,0.0004829105,0.00031509722,0.000083840845,0.000074165706,0.00035957826,0.000010841388],"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":[0.000061773375,0.00037171145,0.8834203,0.000090137764,0.00010218696,0.019417262,0.00010759153,0.000005666144,0.000008761299,0.0008165242,0.0034232044,0.092174865],"study_design_scores_gemma":[0.00059661694,0.0012904584,0.76252174,0.00003307505,0.00007666803,0.0027511742,0.00024757432,0.00017694809,0.0000027886,0.0011031916,0.23108713,0.00011261299],"about_ca_topic_score_codex":0.04021184,"about_ca_topic_score_gemma":0.35755402,"teacher_disagreement_score":0.3173422,"about_ca_system_score_codex":0.004139674,"about_ca_system_score_gemma":0.0045753405,"threshold_uncertainty_score":0.99968326},"labels":[],"label_agreement":null},{"id":"W4402620693","doi":"10.34172/hpp.43067","title":"Political prioritization for digital health and health equity through global health diplomacy","year":2024,"lang":"en","type":"letter","venue":"Health Promotion Perspectives","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Diplomacy; Prioritization; Politics; Equity (law); Global health; Health equity; Political science; Digital health; Public relations; Environmental health; Medicine; Business; Health care; Law; Process management","score_opus":0.09057980096074916,"score_gpt":0.4738609527387203,"score_spread":0.3832811517779712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402620693","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":[0.00010054846,0.04998744,0.006435727,0.9289481,0.0013571566,0.007194504,0.0031955724,0.0006759187,0.002105019],"genre_scores_gemma":[0.022591058,0.0064162747,0.0025607366,0.953801,0.00728826,0.00036457367,0.005942958,0.00020102636,0.0008341159],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902673,0.00058204425,0.0021303,0.0019677847,0.0012020883,0.0038505264],"domain_scores_gemma":[0.99502534,0.00019676847,0.0010030111,0.0006495286,0.00050122465,0.0026241043],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021321352,0.0008769385,0.0024549419,0.0003209051,0.0010431871,0.0002809877,0.00017364036,0.000711522,0.000028196564],"category_scores_gemma":[0.00046383284,0.0008373205,0.00042317173,0.0007186466,0.00035672198,0.00044076654,0.00019811725,0.0021104123,0.00004959019],"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":true,"study_design_scores_codex":[0.00013307488,0.00057679595,0.0005705002,0.032788184,0.0001003582,0.000033494158,0.0028418715,9.332664e-8,3.336687e-8,0.08118523,0.86114824,0.020622125],"study_design_scores_gemma":[0.0029781626,0.014984601,0.0046241977,0.008062183,0.00004894035,0.0011375847,0.0052185664,0.00013080676,3.1614894e-7,0.09046901,0.87148046,0.00086515356],"about_ca_topic_score_codex":0.0015635568,"about_ca_topic_score_gemma":0.00008538992,"teacher_disagreement_score":0.043571167,"about_ca_system_score_codex":0.013746121,"about_ca_system_score_gemma":0.024585368,"threshold_uncertainty_score":0.99940777},"labels":[],"label_agreement":null},{"id":"W4402788763","doi":"10.4102/phcfm.v16i1.4599","title":"Pioneering family medicine: A collaborative global health education partnership in Ethiopia","year":2024,"lang":"en","type":"article","venue":"African Journal of Primary Health Care & Family Medicine","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; University of Toronto","funders":"","keywords":"General partnership; Mentorship; Faculty development; Medicine; Curriculum; Scholarship; Capacity building; Medical education; Health care; Professional development; Political science; Sociology; Pedagogy","score_opus":0.03452738570432975,"score_gpt":0.39051309124713324,"score_spread":0.3559857055428035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402788763","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":[0.109472014,0.66424775,0.00060097646,0.19732055,0.007003145,0.0013558825,0.000038541722,0.00012681163,0.019834343],"genre_scores_gemma":[0.88174284,0.022658408,0.0011324724,0.09135173,0.0028354733,0.000029637677,0.00009546651,0.00005400081,0.00009997663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931992,0.0007180991,0.0027405052,0.0005307137,0.0016350253,0.0011764242],"domain_scores_gemma":[0.9949387,0.0004942026,0.000864277,0.00040139197,0.0011085628,0.0021928921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047192434,0.00047087466,0.0021309513,0.0009883947,0.00016799125,0.00001911796,0.0002534167,0.00020056532,0.00003011115],"category_scores_gemma":[0.0008734851,0.00035365793,0.00016745809,0.0032566944,0.00035760662,0.00025099952,0.00004317342,0.0013828038,0.000013346614],"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":true,"study_design_scores_codex":[0.0019669675,0.00031591338,0.009791325,0.0100235725,0.00015568477,0.0009962373,0.03977354,0.000019114748,0.00020016606,0.002511494,0.4758911,0.45835486],"study_design_scores_gemma":[0.005188927,0.010955538,0.22815827,0.02586506,0.00016169422,0.001249045,0.09226653,0.000038970502,0.000001835497,0.0006492085,0.6350555,0.00040944197],"about_ca_topic_score_codex":0.0025640675,"about_ca_topic_score_gemma":0.00021476249,"teacher_disagreement_score":0.7722708,"about_ca_system_score_codex":0.006803496,"about_ca_system_score_gemma":0.034541126,"threshold_uncertainty_score":0.9998915},"labels":[],"label_agreement":null},{"id":"W4402840228","doi":"10.1016/j.eclinm.2024.102854","title":"Enhancing medical training in conflict zones and remote areas through innovation: introducing the Canadian Virtual Medical University Initiative","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Virtual University; University of British Columbia","funders":"","keywords":"Medicine; Training (meteorology); Medical education","score_opus":0.06979753189504226,"score_gpt":0.365183080754791,"score_spread":0.29538554885974877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402840228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5711282,0.0035309459,0.00318472,0.399862,0.0028878204,0.0007005717,0.000018520665,0.00019018815,0.018497054],"genre_scores_gemma":[0.96327955,0.0011978766,0.00033441573,0.0329334,0.0018424974,0.000001814303,0.000054925735,0.000020107384,0.0003354045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967063,0.00025177342,0.00091589603,0.00051685574,0.0009902542,0.0006189041],"domain_scores_gemma":[0.99552554,0.0030512759,0.000082996026,0.0002765161,0.00017112687,0.0008925292],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051316,0.00020167038,0.0006147508,0.00035833052,0.0002312166,0.000020705937,0.0001604586,0.00042385512,0.000879841],"category_scores_gemma":[0.015070157,0.00014088213,0.000060113114,0.0014977187,0.00067607634,0.0001250733,0.00007866368,0.0016967232,0.00003354245],"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":[0.00128282,0.00019426172,0.029965134,0.0009879194,0.0005118035,0.03024901,0.044385295,0.000004840756,0.000026858861,0.13253342,0.04353678,0.7163219],"study_design_scores_gemma":[0.009614402,0.0020146733,0.12216732,0.017963493,0.00033053147,0.004068184,0.035066083,0.019028254,0.000038124435,0.0047615557,0.7840829,0.0008645148],"about_ca_topic_score_codex":0.027256604,"about_ca_topic_score_gemma":0.16351147,"teacher_disagreement_score":0.7405461,"about_ca_system_score_codex":0.00028095537,"about_ca_system_score_gemma":0.00712163,"threshold_uncertainty_score":0.9985071},"labels":[],"label_agreement":null},{"id":"W4402950882","doi":"10.1177/17470161241269154","title":"Community-led approaches to research governance: a scoping review of strategies","year":2024,"lang":"en","type":"review","venue":"Research Ethics","topic":"Global Health and Surgery","field":"Medicine","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":"Brock University; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Political science; Sociology; Environmental planning; Business; Environmental science","score_opus":0.9157198261708849,"score_gpt":0.6876227615237697,"score_spread":0.2280970646471152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402950882","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":[0.0000013113763,0.9569799,0.000004494831,0.010940415,0.00018389376,0.006410263,0.0001199459,0.000052948,0.02530687],"genre_scores_gemma":[0.000014432448,0.9964861,0.0002320781,0.00041431165,0.0003243009,0.0008826115,0.0001796261,0.00010322621,0.0013632617],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97447294,0.015972408,0.0016449607,0.00065813155,0.005437756,0.0018138088],"domain_scores_gemma":[0.9795821,0.014802669,0.000205428,0.002105766,0.0022975176,0.001006569],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.104478255,0.00042487233,0.0034899507,0.00089440093,0.0005882805,0.00013696545,0.0009888046,0.0012055053,0.00012874232],"category_scores_gemma":[0.033794865,0.00030842266,0.00064204424,0.0053239004,0.000911044,0.00009107978,0.0012996177,0.030755512,0.0007693052],"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":[0.000026772768,0.00010880249,2.7830941e-7,0.78548694,0.000082998864,0.0000873196,0.0005374947,3.7337983e-8,1.0496015e-7,0.016063007,0.02064703,0.1769592],"study_design_scores_gemma":[0.000047399008,0.00024402574,5.072303e-7,0.5389018,0.000114609604,0.00003640606,0.00047417937,7.864814e-7,3.7819356e-7,0.000579061,0.45949367,0.000107183696],"about_ca_topic_score_codex":0.0011030016,"about_ca_topic_score_gemma":0.00028933122,"teacher_disagreement_score":0.43884662,"about_ca_system_score_codex":0.00090781227,"about_ca_system_score_gemma":0.037411507,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W4402958907","doi":"10.15403/jgld-5827","title":"Virtual Education is the Need of the Hour for the Global Gastroenterology Community: A Survey of Leaders of Professional Gastroenterology Organizations","year":2024,"lang":"en","type":"article","venue":"Journal of Gastrointestinal and Liver Diseases","topic":"Global Health and Surgery","field":"Medicine","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; McGill University Health Centre; University of Calgary; McGill University","funders":"","keywords":"Medicine; Gastroenterology; Viewpoints; Internal medicine; Coronavirus disease 2019 (COVID-19); Medical education; Family medicine; Disease; Infectious disease (medical specialty)","score_opus":0.024881617583986337,"score_gpt":0.3101937977621774,"score_spread":0.2853121801781911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402958907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897018,0.0011010598,0.0011110135,0.0071366006,0.00034751126,0.00026167018,0.00033063695,0.00000335592,0.000006321772],"genre_scores_gemma":[0.99860185,0.00006347281,0.00015703255,0.0010298246,0.00008982441,0.000004003924,0.000012705301,0.0000069475245,0.0000343541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985266,0.00045482494,0.00052701135,0.00007151171,0.00022827236,0.00019181229],"domain_scores_gemma":[0.9974262,0.0010044185,0.0003892001,0.00016159046,0.00089534273,0.00012323262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006097561,0.00010577909,0.00030734186,0.000061081606,0.00012861556,0.0000067300207,0.00019912093,0.000023164179,0.00002351893],"category_scores_gemma":[0.0010523408,0.000049823797,0.0001657701,0.00024080537,0.00065646076,0.000052597497,0.00007348773,0.0002671857,2.3511045e-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":[0.002906031,0.00055245555,0.9870335,0.00034056418,0.0001100913,0.0000024962872,0.000383826,0.000016950464,0.000111542315,0.00017971465,0.007665329,0.0006975155],"study_design_scores_gemma":[0.0005765822,0.0022722417,0.98955643,0.0009647256,0.0003730796,0.0013422675,0.0044427305,0.00026111916,0.000015604088,0.00011452263,0.00006007724,0.00002064769],"about_ca_topic_score_codex":0.00040999227,"about_ca_topic_score_gemma":0.00017687729,"teacher_disagreement_score":0.008900004,"about_ca_system_score_codex":0.000033788256,"about_ca_system_score_gemma":0.00092255895,"threshold_uncertainty_score":0.2418757},"labels":[],"label_agreement":null},{"id":"W4403028960","doi":"10.1101/2024.09.30.24314434","title":"Bridging Cultures to Defeat COVID-19: An Innovative Virtual Exchange Program in Global Medical Education","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Health and Surgery","field":"Medicine","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","funders":"State University of New York Upstate Medical University; State University of New York","keywords":"Bridging (networking); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Computer science; Medicine; Computer security","score_opus":0.03459051595474012,"score_gpt":0.42414969868119456,"score_spread":0.38955918272645446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403028960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545499,0.0020555176,0.0001658688,0.03299659,0.0031754363,0.0021797323,0.0000864584,0.00042378274,0.0043667285],"genre_scores_gemma":[0.9569448,0.00014076491,0.0006981555,0.038803637,0.001428666,0.0009479442,0.0006480957,0.000037498434,0.0003504115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646276,0.00022396958,0.0006986537,0.00093819614,0.0009687366,0.0007076519],"domain_scores_gemma":[0.9963099,0.00005404997,0.000112599446,0.00050907856,0.0003000431,0.0027143275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014556856,0.0003934908,0.0006809269,0.0003936231,0.000065211374,0.0000709079,0.00027925734,0.0006231765,0.0003562409],"category_scores_gemma":[0.005655579,0.00033550238,0.000114204864,0.0014901417,0.00010324793,0.000043685566,0.0006219,0.001275803,0.000121746445],"study_design_candidate":"observational","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":[0.00067014346,0.0019310847,0.26112622,0.0051725223,0.00009743466,0.0012971028,0.005355502,0.000031181728,0.000016380032,0.004004586,0.09522041,0.6250774],"study_design_scores_gemma":[0.002571162,0.00198401,0.4238669,0.009750484,0.00023859343,0.0007919355,0.002872223,0.003096309,0.000070862705,0.0070812763,0.54578304,0.0018931834],"about_ca_topic_score_codex":0.0019705622,"about_ca_topic_score_gemma":0.0014677963,"teacher_disagreement_score":0.62318426,"about_ca_system_score_codex":0.0012818921,"about_ca_system_score_gemma":0.012181699,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W4403140255","doi":"10.1016/j.amjsurg.2024.115997","title":"Implementing a global mentoring program: A call to action for mentorship in surgery","year":2024,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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. Michael's Hospital","funders":"","keywords":"Mentorship; Call to action; Action (physics); Medical education; Medicine; Business; Marketing","score_opus":0.09188779324042856,"score_gpt":0.41644767030790963,"score_spread":0.3245598770674811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403140255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98935336,0.00091143954,0.00033796128,0.0074327933,0.0014156089,0.00039079264,0.000009705912,0.000046733698,0.0001015797],"genre_scores_gemma":[0.99721044,0.00020686492,0.00051711214,0.001163526,0.0007736167,0.00005559546,0.0000044755366,0.000021229727,0.000047117184],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973892,0.00014719563,0.00094265316,0.00017912583,0.00043710376,0.00090471393],"domain_scores_gemma":[0.9971493,0.0017925815,0.00035645373,0.0001530818,0.00014720803,0.0004013738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006101524,0.00015899133,0.0007357026,0.00040724178,0.00007961315,0.000065552435,0.00007904893,0.000025974192,0.0000129001855],"category_scores_gemma":[0.0006601965,0.00010925264,0.00046927857,0.0012763233,0.0000559649,0.0001333163,0.00003253629,0.00022385942,0.000006181658],"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":[0.0015587852,0.000123074,0.32032424,0.00029358183,0.00013540423,0.00025392804,0.00025334634,0.00000483352,0.0002688608,0.00004350973,0.01442522,0.66231525],"study_design_scores_gemma":[0.0006391706,0.0009865115,0.67899066,0.0041246256,0.00036669485,0.0023305386,0.004136321,0.00041028069,0.00046176353,0.0005441181,0.30648562,0.0005236954],"about_ca_topic_score_codex":0.00038283877,"about_ca_topic_score_gemma":0.000033748933,"teacher_disagreement_score":0.6617915,"about_ca_system_score_codex":0.00053403,"about_ca_system_score_gemma":0.0007524004,"threshold_uncertainty_score":0.44551936},"labels":[],"label_agreement":null},{"id":"W4403243823","doi":"10.1016/j.xjon.2024.09.026","title":"Establishment of Mongolia's first independent and sustainable minimally invasive general thoracic surgery program: A Mongolian-Canadian initiative","year":2024,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Global Health and Surgery","field":"Medicine","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":"Surrey Memorial Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Invasive surgery; Medicine; General surgery; Surgery; Political science","score_opus":0.03613349026035943,"score_gpt":0.3377739438125219,"score_spread":0.30164045355216246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403243823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638796,0.0023092716,0.0000023341986,0.005895555,0.00025178815,0.002924881,0.000092904396,0.00006586852,0.024577811],"genre_scores_gemma":[0.9929641,0.00059906574,0.0005305826,0.0012365393,0.0001356396,0.00046426986,0.00011793822,0.000040446354,0.003911436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973843,0.00010270361,0.0005636272,0.00051166915,0.0003761847,0.0010614931],"domain_scores_gemma":[0.99784577,0.00033672532,0.000109611225,0.00033079198,0.00034221794,0.0010349052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011992356,0.00025843442,0.0006703361,0.0005222766,0.00017972576,0.0003219582,0.00020395637,0.00018528891,0.00018795433],"category_scores_gemma":[0.00043913978,0.00022760245,0.00012708052,0.00072568166,0.000119983124,0.00053448975,0.00029395032,0.0003139509,0.00003580113],"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":[0.0023963226,0.0012429631,0.5093626,0.015344106,0.000928483,0.019145673,0.007429451,0.000017139077,0.000103732214,0.0086608995,0.33220497,0.103163674],"study_design_scores_gemma":[0.0016938775,0.0018031977,0.489015,0.004183667,0.00045287193,0.0005913778,0.013654534,0.0009911156,0.0025253703,0.0025954628,0.48127684,0.0012166823],"about_ca_topic_score_codex":0.11288065,"about_ca_topic_score_gemma":0.040161256,"teacher_disagreement_score":0.14907186,"about_ca_system_score_codex":0.00044982642,"about_ca_system_score_gemma":0.0046586567,"threshold_uncertainty_score":0.9773533},"labels":[],"label_agreement":null},{"id":"W4403311888","doi":"10.1016/j.bas.2024.103914","title":"Strengthening the backbone of global spine surgery","year":2024,"lang":"en","type":"editorial","venue":"Brain and Spine","topic":"Global Health and Surgery","field":"Medicine","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 Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"SPINE (molecular biology); Medicine; Surgery; Bioinformatics; Biology","score_opus":0.012665777185079191,"score_gpt":0.3045301037751424,"score_spread":0.29186432659006323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403311888","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":[0.0024506056,0.3531678,0.000019792336,0.0044183806,0.6372848,0.00044838095,0.00031204693,0.00010201478,0.0017961488],"genre_scores_gemma":[0.0032407164,0.09916374,0.00024456758,0.00087566033,0.89160615,0.000033172215,0.0007611604,0.00008375332,0.003991095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976687,0.00007498457,0.0007928916,0.00039723126,0.00059330615,0.00047289015],"domain_scores_gemma":[0.99823236,0.00077067455,0.00020211365,0.00038200885,0.00013383024,0.0002790236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141821,0.00033130145,0.0012167546,0.00009107488,0.000067126035,0.000028394163,0.00009558315,0.0005157478,0.00005479793],"category_scores_gemma":[0.0024864443,0.00020557154,0.00034344938,0.00044255806,0.00016338602,0.000026024309,0.00010106145,0.0006136233,0.000027285681],"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":[0.00006464349,0.000040785544,0.00011289568,0.0037741854,0.00009953813,0.000106036416,0.000019028801,7.46663e-8,0.0000031408426,0.00043557154,0.93608034,0.05926377],"study_design_scores_gemma":[0.00034061802,0.00011755449,0.00081108726,0.0029113921,0.00019914056,0.000053589254,0.000030666964,0.000017816325,0.0000015998799,0.00013117712,0.9952199,0.0001654699],"about_ca_topic_score_codex":0.00014921786,"about_ca_topic_score_gemma":0.00003312618,"teacher_disagreement_score":0.2543213,"about_ca_system_score_codex":0.000065985856,"about_ca_system_score_gemma":0.0009618926,"threshold_uncertainty_score":0.8382965},"labels":[],"label_agreement":null},{"id":"W4403715025","doi":"10.1016/s0140-6736(24)02323-7","title":"Shifting power in global health will require leadership by the Global South and allyship by the Global North","year":2024,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"","keywords":"Global health; Global Leadership; Power (physics); Political science; Public relations; Health care; Law; Physics","score_opus":0.05658139256293245,"score_gpt":0.33998011088684565,"score_spread":0.2833987183239132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403715025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6388928,0.046118632,0.000056361365,0.3031565,0.0006412293,0.0006709182,0.0012024554,0.0001753153,0.009085757],"genre_scores_gemma":[0.9492122,0.00027472287,0.000021268788,0.049656272,0.00056788634,0.000016228163,0.000054644657,0.000013642649,0.00018311384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702716,0.0003813551,0.00044593785,0.00041933195,0.00050639856,0.0012197901],"domain_scores_gemma":[0.9987389,0.00021326741,0.00010148231,0.00061427307,0.000032631353,0.00029946232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019025113,0.00027279722,0.00055264245,0.000010973436,0.00028316386,0.00013280273,0.0004040289,0.000116327334,0.000028457756],"category_scores_gemma":[0.00024213498,0.00013182321,0.00009875183,0.000791541,0.00030108413,0.00012272198,0.00011370284,0.00052042474,0.000048421654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056764483,0.00004918955,0.6506569,0.00037610595,0.0000744721,0.000060441478,0.001620706,0.0000037577609,9.295588e-7,0.0115600005,0.32048538,0.014544499],"study_design_scores_gemma":[0.0026177235,0.00041852897,0.6181386,0.000922294,0.00009739129,0.00065822114,0.0063886857,0.00043284192,0.0000014872364,0.007883357,0.36199975,0.00044108805],"about_ca_topic_score_codex":0.0014641186,"about_ca_topic_score_gemma":0.0020484999,"teacher_disagreement_score":0.3103194,"about_ca_system_score_codex":0.0005909816,"about_ca_system_score_gemma":0.00047374936,"threshold_uncertainty_score":0.53755945},"labels":[],"label_agreement":null},{"id":"W4403745961","doi":"10.1016/j.bja.2024.09.016","title":"Simulation-based learning for anaesthesia trainees in low-resource settings: the Vital Anaesthesia Simulation Training (VAST) Foundation Year","year":2024,"lang":"en","type":"letter","venue":"British Journal of Anaesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Dalhousie University; Hospital for Sick Children","funders":"Vietnam Academy of Science and Technology","keywords":"Simulation training; Anesthesia; Foundation (evidence); Training (meteorology); Medicine; Resource (disambiguation); Medical education; Psychology; Computer science; Simulation; Political science; Geography","score_opus":0.02156219238664329,"score_gpt":0.28727302997043425,"score_spread":0.26571083758379094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403745961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49707866,0.0064660413,0.009837637,0.48147812,0.0008190615,0.003592402,0.000058103047,0.00028657177,0.00038341415],"genre_scores_gemma":[0.87018305,0.00012297757,0.0010131313,0.124800555,0.003054332,0.000033294127,0.0003832436,0.00020153215,0.00020785969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950527,0.00047273058,0.0018255058,0.000547551,0.0011243491,0.0009771616],"domain_scores_gemma":[0.99649334,0.0013155565,0.0011273066,0.00028631094,0.00052334066,0.0002541512],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028589421,0.0005277878,0.0012536184,0.0008361905,0.00032460864,0.0003846494,0.0003302508,0.0008277151,0.000047799746],"category_scores_gemma":[0.001954434,0.0005002084,0.0008563289,0.0007285149,0.00015904092,0.00028135383,0.00001655756,0.0031561938,0.000019287436],"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":[0.00070897583,0.00013232265,0.0020314734,0.0013585384,0.00015722832,0.008407869,0.0010740092,0.60892636,0.0000031297363,0.000013676398,0.07450942,0.302677],"study_design_scores_gemma":[0.002485976,0.0013117224,0.004930328,0.008599737,0.00043901065,0.00083083886,0.0008027811,0.21552418,0.0000031126388,0.00021155388,0.764229,0.0006317607],"about_ca_topic_score_codex":0.00006319238,"about_ca_topic_score_gemma":0.000024459272,"teacher_disagreement_score":0.68971956,"about_ca_system_score_codex":0.00047050635,"about_ca_system_score_gemma":0.0012135837,"threshold_uncertainty_score":0.99974495},"labels":[],"label_agreement":null},{"id":"W4403767078","doi":"10.3389/fpubh.2024.1441328","title":"DiScO: novel rapid systems mapping to inform digital transformation of health systems","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Metropolitan University; Lawson Health Research Institute; Western University","funders":"Leibniz-Gemeinschaft; Macquarie University; University of Northern British Columbia","keywords":"Computer science; Healthcare system; Transformation (genetics); Data science; Digital health; Human–computer interaction; Health care; Political science; Biology","score_opus":0.04795607261096594,"score_gpt":0.3039893703335861,"score_spread":0.2560332977226201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403767078","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":[0.046797417,0.039525848,0.73704827,0.1314558,0.021394214,0.0071526524,0.0008761807,0.00054674566,0.015202885],"genre_scores_gemma":[0.9960009,0.0005427569,0.0007299565,0.0018542564,0.00016963387,0.00009310896,0.00029262857,0.0000285724,0.0002881723],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960688,0.00009450508,0.0017942743,0.00030440948,0.0006226057,0.0011154219],"domain_scores_gemma":[0.99828523,0.00005884977,0.00020785687,0.00029500184,0.0001092686,0.0010437951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641456,0.00020722242,0.00096218305,0.0011630018,0.00011543518,0.00017807903,0.00012094192,0.0001226913,0.0000041721432],"category_scores_gemma":[0.00015071004,0.00018055766,0.000107407825,0.0017104341,0.00004029214,0.0007264037,0.000020986654,0.0003196649,0.000017282968],"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":[0.00013915678,0.00044364703,0.021080473,0.047068752,0.00016752355,0.000017376962,0.018185496,0.00021786733,0.000003884139,0.024363507,0.22419977,0.66411257],"study_design_scores_gemma":[0.00088474166,0.0005286604,0.009121848,0.0033815678,0.0000036888518,0.000098077515,0.013401455,0.020557716,4.644971e-7,0.00002290622,0.95180506,0.00019379985],"about_ca_topic_score_codex":0.0011057018,"about_ca_topic_score_gemma":0.0000082613615,"teacher_disagreement_score":0.9492035,"about_ca_system_score_codex":0.001524361,"about_ca_system_score_gemma":0.003955322,"threshold_uncertainty_score":0.7362928},"labels":[],"label_agreement":null},{"id":"W4404041016","doi":"10.1097/01.pcc.0001085620.44870.37","title":"PP323 Topic: AS07–Family Care: Patient and Family Centered Care, Family Presence, Patient and Family Engagement in Research and Care/Patient Diaries/Other: UN-SEEN PATIENTS: CARING FOR SIBLINGS DURING PEDIATRIC CRITICAL HOSPITALIZATION","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Family centered care; Family medicine; Nursing; Health care","score_opus":0.044851609559710286,"score_gpt":0.3604896316267701,"score_spread":0.3156380220670598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404041016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8108013,0.18279526,0.00015295148,0.00061097497,0.0018619928,0.0025869727,0.00033532412,0.00012938818,0.0007258115],"genre_scores_gemma":[0.9885592,0.008060893,0.00038694052,0.00083087385,0.0012401129,0.00046946615,0.0003339872,0.00011112639,0.00000742479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99277955,0.0004384292,0.0015447411,0.0015904397,0.001918211,0.001728637],"domain_scores_gemma":[0.9930309,0.0027299954,0.00009701845,0.00051145226,0.002362118,0.0012684986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067800697,0.0006732581,0.0010694923,0.0013959876,0.00062422047,0.00018367359,0.00016916967,0.00042397823,0.000012019671],"category_scores_gemma":[0.0045064385,0.00059359305,0.00013226207,0.0013276531,0.00055945676,0.00030989636,0.00048745214,0.0010954378,0.000003813455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013058196,0.00055650325,0.7816191,0.03779356,0.0000608423,0.00073157536,0.0928841,0.0000102698295,0.00015144989,0.0014666894,0.0021586004,0.08126151],"study_design_scores_gemma":[0.00985356,0.015687505,0.66911733,0.0024775828,0.0013649532,0.00003609225,0.2879315,0.00054927304,0.0001202396,0.00053160696,0.010702033,0.0016283479],"about_ca_topic_score_codex":0.0014535632,"about_ca_topic_score_gemma":0.000065191496,"teacher_disagreement_score":0.1950474,"about_ca_system_score_codex":0.00082631165,"about_ca_system_score_gemma":0.0004792278,"threshold_uncertainty_score":0.99965155},"labels":[],"label_agreement":null},{"id":"W4404041893","doi":"10.1097/01.pcc.0001085692.01035.f5","title":"PP341 Topic: AS09–Global Health/Resource Limited Setting/Health Inequalities/Impact of Global Warming/Other: OROTRACHEAL INTUBATION WITH 3D-PRINTED VIDEOLARYNGOSCOPE, TRADITIONAL VIDEOLARYNGOSCOPE, AND DIRECT LARYNGOSCOPY: COMPARATIVE STUDY IN A PEDIATRIC MANIKIN","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Global Health and Surgery","field":"Medicine","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; Orotracheal intubation; Laryngoscopy; Intubation; Laryngoscopes; Tracheal intubation; Anesthesia; Intensive care medicine","score_opus":0.04510281978071218,"score_gpt":0.397978342348445,"score_spread":0.3528755225677328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404041893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574537,0.029126668,0.0003212523,0.0072612357,0.00039550872,0.0024535505,0.0006659241,0.00026068295,0.0020614713],"genre_scores_gemma":[0.99473244,0.0005924185,0.00051462604,0.0019084859,0.0016363313,0.00013721228,0.00041198017,0.000049561862,0.00001692107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99298304,0.0009986998,0.0020113913,0.001158204,0.0014908245,0.0013578302],"domain_scores_gemma":[0.99555874,0.0017552548,0.0002943702,0.00047042652,0.000502548,0.0014186377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021220862,0.0007077802,0.0020585286,0.00059046847,0.00021778831,0.000055725915,0.00020542715,0.00025215477,0.00016673753],"category_scores_gemma":[0.0012374453,0.00054901233,0.00017778814,0.0033744825,0.00032250615,0.00027646363,0.00010048912,0.0009704122,0.000008955609],"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":[0.0016413871,0.0011340544,0.9681447,0.0072762943,0.00011223528,0.00038136472,0.0072583733,0.000022851626,0.0000016464597,0.0013168785,0.006075051,0.0066351746],"study_design_scores_gemma":[0.0050965487,0.021353595,0.96176976,0.0012093391,0.0005396898,0.00031809145,0.007638583,0.00093258196,0.0000017342153,0.00018791833,0.00046537028,0.00048677364],"about_ca_topic_score_codex":0.009616123,"about_ca_topic_score_gemma":0.0019481836,"teacher_disagreement_score":0.037278756,"about_ca_system_score_codex":0.0021964991,"about_ca_system_score_gemma":0.003612946,"threshold_uncertainty_score":0.99969614},"labels":[],"label_agreement":null},{"id":"W4404113853","doi":"10.1007/s00383-024-05870-2","title":"GAPS Phase III: incorporation of capacity based weighting in the global assessment for pediatric surgery","year":2024,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Pediatric surgery; Medicine; Weighting; Phase (matter); Surgery; Radiology","score_opus":0.04556969053432288,"score_gpt":0.3573786125904089,"score_spread":0.311808922056086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404113853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984951,0.0009227864,0.004491753,0.0029717514,0.004515008,0.0005749262,0.00038530087,0.000078193545,0.0011092796],"genre_scores_gemma":[0.9937843,0.00035384134,0.00065816526,0.0007077281,0.003630159,0.00016046326,0.0006660416,0.000017312392,0.000021953354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969319,0.00016195969,0.0011816605,0.00038041183,0.0009111352,0.00043294768],"domain_scores_gemma":[0.9935762,0.0053929733,0.00033507563,0.0002097418,0.0003363412,0.000149667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038642182,0.00021385611,0.00050283864,0.0007927107,0.000072639974,0.000057892852,0.00013835533,0.00013548713,0.00013846843],"category_scores_gemma":[0.0011223024,0.00016883716,0.00046354727,0.0013324822,0.000035338722,0.00021246498,0.000022845428,0.00024964337,0.000010152043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037036708,0.0006221115,0.9480991,0.0008005392,0.00003305246,0.00010042733,0.000046576093,0.000032347303,0.000008570582,0.0015122907,0.043780003,0.00459462],"study_design_scores_gemma":[0.0067069503,0.00036493927,0.8702666,0.0005193596,0.0010099236,0.00027444892,0.00033625815,0.078491315,0.00019292602,0.0058074943,0.034857318,0.0011724351],"about_ca_topic_score_codex":0.00018363197,"about_ca_topic_score_gemma":0.000024013958,"teacher_disagreement_score":0.078458965,"about_ca_system_score_codex":0.00042332936,"about_ca_system_score_gemma":0.0019742155,"threshold_uncertainty_score":0.68849796},"labels":[],"label_agreement":null},{"id":"W4404120598","doi":"10.18357/anthropologica66120242637","title":"Politics of HIV Vaccine Research from International to Global Health","year":2024,"lang":"en","type":"article","venue":"Anthropologica","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Agence Nationale de la Recherche; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Politics; Human immunodeficiency virus (HIV); Political science; Virology; Sociology; Medicine; Law","score_opus":0.08234046289603188,"score_gpt":0.5074101431185414,"score_spread":0.4250696802225095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404120598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60156554,0.007935017,0.00062860013,0.3503409,0.002561727,0.00042526986,0.0007073456,0.00015823323,0.035677355],"genre_scores_gemma":[0.99268913,0.0009978693,0.0011677933,0.003879141,0.00049135636,0.00000544194,0.00009358877,0.0000060418115,0.0006696256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851394,0.0000778234,0.00031215633,0.00025344605,0.0003723639,0.0004702839],"domain_scores_gemma":[0.99910957,0.00018279394,0.000022944689,0.00019652957,0.00012331671,0.00036483887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040219235,0.00007845212,0.00025608038,0.00011089281,0.00015323958,0.000012655787,0.00011070343,0.00007354704,0.001628479],"category_scores_gemma":[0.00025314634,0.000058360114,0.00006210299,0.00041175808,0.00013103354,0.000025759959,0.000093318005,0.0001881537,0.00030535483],"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":[0.0003344478,0.00034673713,0.051879548,0.00019649572,0.000095029354,0.00033995564,0.00047150263,0.000001898269,0.00015489303,0.09981499,0.8161224,0.030242095],"study_design_scores_gemma":[0.00070701446,0.00188936,0.15861925,0.000684304,0.000019168274,0.00010608846,0.004156399,0.00041598477,0.00048113134,0.01563358,0.8171277,0.00016001331],"about_ca_topic_score_codex":0.0026012342,"about_ca_topic_score_gemma":0.00004812573,"teacher_disagreement_score":0.3911236,"about_ca_system_score_codex":0.00022928698,"about_ca_system_score_gemma":0.00046508593,"threshold_uncertainty_score":0.99928415},"labels":[],"label_agreement":null},{"id":"W4404325235","doi":"10.1186/s12982-024-00323-6","title":"Status of “African research and its contribution to global health research: a review and an opinion”","year":2024,"lang":"en","type":"review","venue":"Discover Public Health","topic":"Global Health and Surgery","field":"Medicine","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 Saskatchewan","funders":"","keywords":"Political science; Psychology; Engineering ethics; Engineering","score_opus":0.4957906975895288,"score_gpt":0.6052668351032023,"score_spread":0.10947613751367352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404325235","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":[0.000042282456,0.94038755,0.000006196047,0.048493005,0.00036775434,0.007060789,0.0030668946,0.00004975656,0.00052579644],"genre_scores_gemma":[0.0003765838,0.99250525,0.0000331409,0.004723961,0.00033540773,0.00034467678,0.001476853,0.00005126383,0.00015284508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877038,0.0039032777,0.0018983709,0.0012095154,0.0017714429,0.0035136105],"domain_scores_gemma":[0.99023575,0.00048110346,0.00035854636,0.0007858095,0.0012441502,0.006894634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023538712,0.0004425627,0.0038305053,0.0009268977,0.00034667915,0.00012715468,0.00023289972,0.0002805511,0.000029674544],"category_scores_gemma":[0.004054113,0.00032593653,0.00017664452,0.0044488045,0.00026905615,0.000246464,0.00043903058,0.001621648,0.00006197527],"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":[0.00003055718,0.0002152237,0.000048611815,0.30417937,0.00006415424,0.000010512426,0.000134071,1.9014648e-9,6.4023102e-9,0.030712843,0.06669336,0.5979113],"study_design_scores_gemma":[0.0002570716,0.0022256381,0.00027136356,0.068238184,0.000052736705,0.000097230484,0.0001350154,0.0000015731382,6.2401537e-9,0.00024783268,0.92830944,0.00016388168],"about_ca_topic_score_codex":0.0038289444,"about_ca_topic_score_gemma":0.0003243235,"teacher_disagreement_score":0.86161613,"about_ca_system_score_codex":0.0034200097,"about_ca_system_score_gemma":0.05305961,"threshold_uncertainty_score":0.9999193},"labels":[],"label_agreement":null},{"id":"W4404393136","doi":"10.1245/s10434-024-16348-9","title":"A Novel Curriculum for Surgical Oncology Fellowship Training in West Africa","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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; Kingston Health Sciences Centre; University of British Columbia; Queen's University","funders":"","keywords":"Surgical oncology; Medicine; Curriculum; General surgery; Medical education; Oncology; Internal medicine; Pedagogy","score_opus":0.16843028292182038,"score_gpt":0.44021117136305643,"score_spread":0.27178088844123605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404393136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40272105,0.013890151,0.00016324906,0.17512356,0.0032775172,0.0019182977,0.00017460922,0.0002731553,0.4024584],"genre_scores_gemma":[0.992142,0.0041223345,0.00073963107,0.0012234743,0.00071953965,0.00016257205,0.000060640486,0.000032475633,0.00079732656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687827,0.00018154213,0.0010305379,0.0005144606,0.00027225967,0.0011229202],"domain_scores_gemma":[0.9958154,0.0030568845,0.00012512413,0.00018690436,0.00021732954,0.0005983791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023754153,0.0002378036,0.0013522118,0.00036581457,0.00004777016,0.000009762919,0.00012962075,0.000640087,0.00033459975],"category_scores_gemma":[0.00017174937,0.0001923625,0.00046073302,0.00068417884,0.00026490842,0.00007678631,0.00005658013,0.000590332,0.000063614534],"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":[0.007399544,0.005089867,0.0024721362,0.0017430156,0.00027801588,0.02315049,0.0029485908,0.00003415056,0.0003483772,0.07787307,0.08207412,0.7965886],"study_design_scores_gemma":[0.0032522734,0.0029724813,0.00037727063,0.00027545745,0.000042345622,0.0017563411,0.0005433728,0.0008861022,0.000046929872,0.00093580876,0.9887396,0.00017201093],"about_ca_topic_score_codex":0.00015206911,"about_ca_topic_score_gemma":0.00009932751,"teacher_disagreement_score":0.9066655,"about_ca_system_score_codex":0.00016790313,"about_ca_system_score_gemma":0.0018145185,"threshold_uncertainty_score":0.7844315},"labels":[],"label_agreement":null},{"id":"W4404468542","doi":"10.1136/bmjgh-2024-015415","title":"Probing the past: historical case study analysis to inform more just and sustainable global health partnerships in education","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"Women's College Hospital; Global Affairs Canada; University Health Network; University of Toronto; The Wilson Centre; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Emperor; Context (archaeology); Power (physics); Sociology; Global health; Political science; Law; Health care; History; Archaeology; Ancient history","score_opus":0.0595247176010976,"score_gpt":0.4482846918913557,"score_spread":0.3887599742902581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404468542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83487964,0.010427039,0.0001430881,0.14782761,0.0007004669,0.0048038145,0.00003417651,0.00013954825,0.0010446127],"genre_scores_gemma":[0.9851859,0.00010723923,0.0001876505,0.013409356,0.00031370096,0.00024783183,0.000034077126,0.000011475358,0.00050277414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961591,0.00030430232,0.0010123416,0.000575106,0.00056636805,0.0013828159],"domain_scores_gemma":[0.9977155,0.00008917044,0.00014623861,0.00046836914,0.00017365164,0.0014070987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035681098,0.00026686117,0.00074810133,0.00027872523,0.0004921124,0.00009381311,0.000102209524,0.00009606359,0.000008591295],"category_scores_gemma":[0.00019614611,0.00019841909,0.00012217065,0.005225686,0.000038777896,0.00014499456,0.00011519571,0.00032402965,0.000015780957],"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":[0.00045523545,0.0011063841,0.65528804,0.0029666978,0.0001914367,0.0033406217,0.008491233,0.000079336896,1.5751144e-8,0.009240267,0.13718261,0.18165812],"study_design_scores_gemma":[0.0014177817,0.0027075622,0.5877927,0.0005517426,0.0003763127,0.006051759,0.2072276,0.0015873153,4.0620606e-8,0.00042390195,0.1913786,0.00048468626],"about_ca_topic_score_codex":0.07911442,"about_ca_topic_score_gemma":0.024234753,"teacher_disagreement_score":0.19873637,"about_ca_system_score_codex":0.014629491,"about_ca_system_score_gemma":0.009214412,"threshold_uncertainty_score":0.99640244},"labels":[],"label_agreement":null},{"id":"W4404554118","doi":"10.33137/utjph.v5i1.44204","title":"Essential Features for Empowering NORCs in Your Community: Rapid Review","year":2024,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Data science; Computer science","score_opus":0.05948058564147366,"score_gpt":0.35740413715228186,"score_spread":0.2979235515108082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404554118","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":[0.16907597,0.6718409,0.0046017095,0.14413969,0.002150658,0.0012256961,0.000089984605,0.00005979101,0.006815575],"genre_scores_gemma":[0.8080311,0.18261108,0.0033874987,0.0047025317,0.00039842384,2.7074066e-7,0.000037154845,0.000021754146,0.0008102122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985957,0.00030535067,0.000413623,0.00008036097,0.00025664765,0.00034827893],"domain_scores_gemma":[0.998659,0.00017289084,0.00024017482,0.00015138509,0.000275893,0.0005006642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004108671,0.00008760478,0.0005619153,0.00013262549,0.000113584574,0.000011009639,0.0001640009,0.00006502276,0.00021286528],"category_scores_gemma":[0.00028774288,0.000083600506,0.00022277283,0.00011053004,0.0000427155,0.00032934628,0.000037631482,0.0004127058,0.0000010950472],"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":[0.00076788967,0.0008889255,0.004300479,0.04337196,0.0003410304,0.00042839706,0.012772324,0.000002876876,0.0000887003,0.0020645708,0.39572453,0.5392483],"study_design_scores_gemma":[0.0016353442,0.0012069814,0.026695436,0.00906842,0.00007003798,0.00035870497,0.007731263,0.000050950654,0.0000035952576,0.000035849156,0.95303524,0.000108169],"about_ca_topic_score_codex":0.009049784,"about_ca_topic_score_gemma":0.0042312904,"teacher_disagreement_score":0.6389551,"about_ca_system_score_codex":0.00083004904,"about_ca_system_score_gemma":0.0022739845,"threshold_uncertainty_score":0.99754906},"labels":[],"label_agreement":null},{"id":"W4404577715","doi":"10.1126/science.adu7464","title":"Canada should curtail research ties with China, lawmakers say","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","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":"China; Political science; Law","score_opus":0.06685280772090087,"score_gpt":0.40160148589721706,"score_spread":0.3347486781763162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404577715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87746954,0.0015806059,0.000014316866,0.03427298,0.00086472544,0.0002173984,0.000010412772,0.00006326803,0.085506774],"genre_scores_gemma":[0.9920997,0.00003190095,0.000091769536,0.0016278529,0.00007526546,0.0000061443907,0.0000011852018,0.0000048354823,0.0060613314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978098,0.000020302768,0.00008613657,0.00025996758,0.0012126352,0.00061112345],"domain_scores_gemma":[0.999191,0.00007948852,0.000006331681,0.00019714938,0.00013203741,0.00039400626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156278,0.000055664634,0.00009067201,0.00013106955,0.00025165168,0.000055641187,0.000121903366,0.000020266467,0.0001073139],"category_scores_gemma":[0.0002052849,0.000035354355,0.000011712227,0.0014464505,0.00057161564,0.00010443134,0.00003416511,0.0002911235,0.00004077659],"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":[0.0004081089,0.000078421115,0.09038059,0.0012355469,0.000023504277,0.0033210386,0.0013280419,0.000047670575,0.002242885,0.030407606,0.81976676,0.050759833],"study_design_scores_gemma":[0.00014368242,0.0002843628,0.13335808,0.0003609321,0.0000063999482,0.00014775546,0.0007107682,0.0011639419,0.0008910878,0.00030923428,0.8625051,0.000118682314],"about_ca_topic_score_codex":0.40097776,"about_ca_topic_score_gemma":0.26558527,"teacher_disagreement_score":0.13539249,"about_ca_system_score_codex":0.00031520426,"about_ca_system_score_gemma":0.012058085,"threshold_uncertainty_score":0.9935426},"labels":[],"label_agreement":null},{"id":"W4404627608","doi":"10.1016/j.molmed.2024.10.013","title":"Science around the world","year":2024,"lang":"en","type":"article","venue":"Trends in Molecular Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"International Collaboration On Repair Discoveries","funders":"","keywords":"Environmental ethics; Medicine; Philosophy","score_opus":0.02537121722092376,"score_gpt":0.3724743289623496,"score_spread":0.34710311174142583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404627608","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":[0.3673803,0.02544443,0.0005499953,0.14137635,0.0026463883,0.00029525722,0.0000027626286,0.00022922966,0.4620753],"genre_scores_gemma":[0.9838234,0.00005783866,0.00013780099,0.0070693647,0.00029145487,0.000010659455,0.000008881603,0.000013597415,0.00858698],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982871,0.000034331395,0.00027486487,0.00030697652,0.000620042,0.0004767296],"domain_scores_gemma":[0.9992206,0.00010717349,0.000018786937,0.00037748105,0.0000410483,0.0002349154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013253593,0.00012266601,0.00023268259,0.0012277348,0.000066836175,0.000017376313,0.0001483564,0.00003186013,0.0003999386],"category_scores_gemma":[0.00019293105,0.00006743244,0.000054381162,0.005206254,0.00064434134,0.000047246744,0.00003634205,0.00035204366,0.000051843374],"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":[0.00022735576,0.0001903312,0.0073825927,0.0004645903,0.000066681365,0.009901709,0.0012595057,0.00002675758,0.04922572,0.17393327,0.08655547,0.670766],"study_design_scores_gemma":[0.0024264678,0.00084068906,0.10504907,0.0030413014,0.00021797148,0.00097082497,0.00060909544,0.0065634004,0.0028814075,0.0041209455,0.87289745,0.00038137005],"about_ca_topic_score_codex":0.000098331955,"about_ca_topic_score_gemma":0.000057089932,"teacher_disagreement_score":0.78634197,"about_ca_system_score_codex":0.00013733162,"about_ca_system_score_gemma":0.00028491087,"threshold_uncertainty_score":0.43790472},"labels":[],"label_agreement":null},{"id":"W4404785579","doi":"10.1200/go-24-00471","title":"Diversity and Inclusivity Considerations Are Key When Choosing a Global Oncology Conference Location","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Equity (law); Diversity (politics); Precision oncology; Key (lock); Representation (politics); sort; Public relations; Political science; Medicine; Cancer; Computer science; Internal medicine; Computer security; Law","score_opus":0.05549152667394257,"score_gpt":0.37041455020384945,"score_spread":0.31492302352990686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404785579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8993388,0.0031987026,0.0023801436,0.05162579,0.0020061668,0.00067680335,0.00022152455,0.00029026598,0.04026181],"genre_scores_gemma":[0.9892354,0.00016714993,0.0010699229,0.00915821,0.00024447826,0.00001441021,0.00003060727,0.000005557808,0.0000742872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815464,0.00024285277,0.00037342106,0.0004785794,0.00023883766,0.00051168277],"domain_scores_gemma":[0.9985232,0.00030087424,0.000116645446,0.0001970489,0.00036001363,0.00050223497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005148305,0.00019673807,0.00056886853,0.00005641235,0.00093644514,0.00003323469,0.000068198315,0.00042679365,0.00016884723],"category_scores_gemma":[0.0005996227,0.00018694496,0.000074623415,0.0003192699,0.000300154,0.00015360306,0.00081745454,0.0002966661,0.000106367654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009951594,0.00087255525,0.65838087,0.000833412,0.00025795525,0.0042206,0.0026868626,0.000019625171,0.00006166282,0.15272042,0.09633955,0.08261129],"study_design_scores_gemma":[0.0026841667,0.001503034,0.62794805,0.00040715848,0.00044306432,0.0043986496,0.0009886131,0.0028934446,0.000011078483,0.073076814,0.2852494,0.00039654743],"about_ca_topic_score_codex":0.0018230603,"about_ca_topic_score_gemma":0.004126666,"teacher_disagreement_score":0.18890984,"about_ca_system_score_codex":0.0028407557,"about_ca_system_score_gemma":0.002493755,"threshold_uncertainty_score":0.7623394},"labels":[],"label_agreement":null},{"id":"W4404992875","doi":"10.1386/sfs_00120_1","title":"Relating racial and sexual difference in Afronautic Research Lab: Newfoundland and Welcome to Africville","year":2024,"lang":"en","type":"article","venue":"Short Film Studies","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Sexual difference; Psychology; Sociology; Psychoanalysis","score_opus":0.11453836751092131,"score_gpt":0.4244991236263128,"score_spread":0.30996075611539153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404992875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596084,0.03220048,0.000002524466,0.0038516547,0.00033408566,0.0003124838,0.000009235889,0.000040239196,0.0036409209],"genre_scores_gemma":[0.99638295,0.0011169359,0.000083153915,0.00019074423,0.00017739939,0.000039560233,0.0000033477272,0.0000106264015,0.0019952701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862325,0.000067901085,0.00022668015,0.00033247145,0.0002826156,0.0004670681],"domain_scores_gemma":[0.99905604,0.0005661244,0.00000663118,0.00010490087,0.00007095433,0.00019537457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093430217,0.000115356226,0.00032704364,0.00023049238,0.00017732217,0.00003146809,0.000027498947,0.000059178023,0.000008595736],"category_scores_gemma":[0.000672118,0.00008835142,0.000013554171,0.00041226126,0.00013761796,0.000042378746,0.00018327525,0.00034674522,0.000013849731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020953444,0.000039747363,0.9378012,0.0011134712,0.00007550379,0.00042333375,0.011839259,0.0000011777759,0.00022540963,0.0014840683,0.006809908,0.03997742],"study_design_scores_gemma":[0.0002786102,0.0004560025,0.9709743,0.0006478163,0.000024060193,0.00004622684,0.00718531,0.000467867,0.0000049644204,0.00074774976,0.019027747,0.00013931602],"about_ca_topic_score_codex":0.00034035923,"about_ca_topic_score_gemma":0.0020576213,"teacher_disagreement_score":0.0398381,"about_ca_system_score_codex":0.00012313481,"about_ca_system_score_gemma":0.00008804567,"threshold_uncertainty_score":0.36028665},"labels":[],"label_agreement":null},{"id":"W4405173800","doi":"10.1007/s12630-024-02882-3","title":"Editors’ Note: December 2024 Special Issue on anesthesia in Canada—from human resource challenges to a celebration of giants","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","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":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"University of California, San Francisco; Providence Health Care","keywords":"Resource (disambiguation); Medicine; Computer science","score_opus":0.014584488579622891,"score_gpt":0.2527448887748449,"score_spread":0.23816040019522203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405173800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445246,0.0028255498,0.0000012003065,0.045936715,0.0022880093,0.0003093433,0.000019340694,0.0000076278425,0.0040876037],"genre_scores_gemma":[0.97422826,0.00014226807,0.00012118312,0.00090510433,0.023665905,0.0000043093814,0.000014702782,0.00008512544,0.00083314953],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550754,0.0002311884,0.0014670414,0.0004113698,0.0011036913,0.0012791837],"domain_scores_gemma":[0.994019,0.00023974263,0.00042869,0.00034932847,0.0004875421,0.0044757375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014729446,0.0004501592,0.0010939812,0.0017125924,0.00022504397,0.00012519387,0.00043546737,0.0002968141,0.0010811462],"category_scores_gemma":[0.0002771249,0.00041113206,0.00027367636,0.0008489824,0.000100618105,0.0002556682,0.0000072774274,0.0013552812,0.000043441756],"study_design_candidate":"case_report","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":[0.0003566184,0.000039154536,0.0033911082,0.00015522986,0.000057020265,0.639601,0.0017419588,0.00018705368,0.000030011435,0.00015969867,0.34153247,0.012748661],"study_design_scores_gemma":[0.0006410595,0.0011859811,0.03600966,0.0021372335,0.00009461495,0.4678856,0.0015641333,0.000030147188,0.00010485848,0.00012820576,0.48987976,0.00033876032],"about_ca_topic_score_codex":0.72357905,"about_ca_topic_score_gemma":0.9644625,"teacher_disagreement_score":0.2408835,"about_ca_system_score_codex":0.004489729,"about_ca_system_score_gemma":0.026791329,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W4405214904","doi":"10.3389/feduc.2024.1307903","title":"Lessons on developing animated modules to introduce the sustainable development goals in undergraduate global health pedagogy","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; University of Toronto; Western University","funders":"University of Toronto","keywords":"Sustainable development; Computer science; Engineering management; Knowledge management; Engineering ethics; Mathematics education; Engineering; Psychology; Political science","score_opus":0.017046100155790007,"score_gpt":0.38569175071433304,"score_spread":0.36864565055854304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405214904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65499836,0.008275865,0.00693835,0.32197997,0.00468505,0.0013375947,0.000004696336,0.00009508748,0.0016850079],"genre_scores_gemma":[0.9756866,0.00045106251,0.014884986,0.0070916764,0.00017681876,0.00016395036,0.00007051661,0.000016632352,0.0014577276],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99832344,0.000111215355,0.00040053402,0.00034584574,0.00020521242,0.00061377056],"domain_scores_gemma":[0.9994781,0.000033674358,0.00004263053,0.00019181763,0.00008104912,0.00017269938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008653638,0.00013833371,0.00025240873,0.00033818817,0.000112324,0.000042820426,0.00008987959,0.000060703416,0.000004999374],"category_scores_gemma":[0.00023113634,0.000111657144,0.000023859771,0.0011906553,0.000020649279,0.00007354752,0.000029951954,0.0001885289,0.000037696045],"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":true,"study_design_scores_codex":[0.00024674454,0.00031042643,0.055422224,0.0010502925,0.000027766808,0.000030978317,0.004120592,0.00019610042,0.0000040087257,0.061623532,0.4963325,0.3806348],"study_design_scores_gemma":[0.0003205357,0.00010974374,0.56350714,0.0012250526,0.000007744605,0.00002218823,0.020149155,0.0005411566,0.000065074055,0.009833869,0.4040073,0.00021104347],"about_ca_topic_score_codex":0.0009430994,"about_ca_topic_score_gemma":0.0004901742,"teacher_disagreement_score":0.5080849,"about_ca_system_score_codex":0.0047893426,"about_ca_system_score_gemma":0.008291932,"threshold_uncertainty_score":0.99903107},"labels":[],"label_agreement":null},{"id":"W4405329147","doi":"10.3390/siuj5060067","title":"Observations and Reflections from Sub-Saharan Africa. Comment on Shahait, M. Urology Practice in Low- to Middle-Income Countries. Soc. Int. Urol. J. 2024, 5, 374–375","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Low and middle income countries; Urology; Sociology; Medicine; Economics; Developing country; Economic growth","score_opus":0.0875715610537435,"score_gpt":0.38383660103206074,"score_spread":0.2962650399783172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405329147","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":[0.39047155,0.016331099,0.0008237506,0.56816924,0.00748405,0.00082819443,0.0004298902,0.00018435043,0.015277878],"genre_scores_gemma":[0.87668544,0.012596692,0.0008693694,0.10673835,0.0013690537,0.00013399952,0.000114472925,0.0000411101,0.0014514831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971241,0.0002692716,0.0008196907,0.0004537211,0.0007540107,0.00057923974],"domain_scores_gemma":[0.9956622,0.002975427,0.0001895622,0.00021874455,0.0005347894,0.00041927389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015060472,0.00025688726,0.00041653294,0.00055251387,0.00025464565,0.00016664417,0.00020997028,0.00026037337,0.0006127386],"category_scores_gemma":[0.0031408768,0.0002334816,0.00016048722,0.00045038963,0.00010362029,0.00034298268,0.000112568516,0.001553423,0.00012392236],"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":[0.0052323914,0.0014787471,0.04220453,0.00030342749,0.001213566,0.003470575,0.0033675865,0.0007826781,0.00037558918,0.011856537,0.9211944,0.00851999],"study_design_scores_gemma":[0.0012523561,0.00074342015,0.054854102,0.00039596204,0.00011538916,0.0004900776,0.0003457841,0.00094319787,0.000026214755,0.0053852843,0.93524605,0.00020215493],"about_ca_topic_score_codex":0.00017010751,"about_ca_topic_score_gemma":0.00015099293,"teacher_disagreement_score":0.48621392,"about_ca_system_score_codex":0.00086659385,"about_ca_system_score_gemma":0.000690342,"threshold_uncertainty_score":0.9521103},"labels":[],"label_agreement":null},{"id":"W4405408920","doi":"10.1245/s10434-024-16657-z","title":"ASO Visual Abstract: Developing a Surgical Oncology Workforce in West Africa: A Needs Assessment and Environmental Scan","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Global Health and Surgery","field":"Medicine","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; Kingston Health Sciences Centre; Kingston General Hospital; University of British Columbia; Queen's University","funders":"","keywords":"Surgical oncology; Medicine; Workforce; Medical physics; General surgery; Medical education; Oncology; Political science","score_opus":0.0817669796453406,"score_gpt":0.42964037767699553,"score_spread":0.34787339803165496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405408920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89144385,0.006179694,0.000008435788,0.029220603,0.00038851632,0.0003615639,0.000019928295,0.000051075065,0.07232632],"genre_scores_gemma":[0.98028994,0.018015817,0.0002292364,0.0007825752,0.00021551592,0.00004168604,0.000055366894,0.000021311991,0.00034852535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973265,0.00018994907,0.0009020923,0.00041046084,0.00033931975,0.00083171134],"domain_scores_gemma":[0.99772125,0.0014565405,0.00012037247,0.00013045623,0.000036174093,0.000535207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014938676,0.00024302832,0.001014012,0.00040926077,0.000055506654,0.0000153858,0.000079484846,0.0004971109,0.00045738748],"category_scores_gemma":[0.000018477791,0.00020538023,0.00016734774,0.0004918895,0.0003562534,0.00010085099,0.000121701836,0.0006591689,0.000041543473],"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":[0.0025120704,0.0020781516,0.049738277,0.0005229754,0.00016593238,0.02741274,0.00085426914,0.000011448171,0.0002162173,0.012194256,0.006139661,0.898154],"study_design_scores_gemma":[0.0015686228,0.0016399594,0.04875251,0.00031190994,0.000030094427,0.0017275304,0.00065156986,0.00029333934,0.00005054524,0.00022873089,0.94455266,0.0001925307],"about_ca_topic_score_codex":0.00010449782,"about_ca_topic_score_gemma":0.000035127494,"teacher_disagreement_score":0.938413,"about_ca_system_score_codex":0.0004611634,"about_ca_system_score_gemma":0.0012554304,"threshold_uncertainty_score":0.8375163},"labels":[],"label_agreement":null},{"id":"W4405500605","doi":"10.3390/siuj5060068","title":"Current Feasibility of Urologic Telesurgery in Low/Middle Income Countries","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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; Low and middle income countries; Telemedicine; Developing country; Medical emergency; Health care; Economic growth","score_opus":0.07028316117728965,"score_gpt":0.3877591852262529,"score_spread":0.31747602404896325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405500605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97736424,0.012599482,0.000116482115,0.004273196,0.0035867312,0.00021496028,0.00004665969,0.000063587206,0.0017346723],"genre_scores_gemma":[0.99563766,0.0028020204,0.00009638889,0.00081692496,0.000446312,0.000011535239,0.000021420674,0.000010374296,0.00015737947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976267,0.00014984052,0.0009171102,0.00026608084,0.00059723883,0.00044298798],"domain_scores_gemma":[0.99825567,0.0008636211,0.00020492407,0.00016441788,0.00031905062,0.00019229676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020272895,0.00017043986,0.0004620348,0.0004130459,0.000058356196,0.00004324598,0.00017568267,0.00015412246,0.00062374107],"category_scores_gemma":[0.0011879806,0.00013396789,0.00031302182,0.00028151614,0.00017185867,0.00018216654,0.000070639595,0.0009596753,0.000039687915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056090805,0.00025503445,0.9894892,0.00064327405,0.000065149405,0.0004114383,0.00011705665,0.000046401783,0.00002554047,0.0014839179,0.0023129396,0.0045891237],"study_design_scores_gemma":[0.0010986159,0.00032815186,0.9576526,0.0011576324,0.000041420884,0.00074923754,0.00013410076,0.001038247,0.000085190666,0.011827588,0.025716327,0.00017084723],"about_ca_topic_score_codex":0.000015846503,"about_ca_topic_score_gemma":0.000010211706,"teacher_disagreement_score":0.031836573,"about_ca_system_score_codex":0.00044880848,"about_ca_system_score_gemma":0.0009043932,"threshold_uncertainty_score":0.6829527},"labels":[],"label_agreement":null},{"id":"W4405737913","doi":"10.3390/siuj5060070","title":"Humanitarian Urology in LMIC: Lessons Learned","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Urology; Medicine; Political science","score_opus":0.1179739968826108,"score_gpt":0.4326528690367981,"score_spread":0.31467887215418733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405737913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79296404,0.005653988,0.00056645204,0.1481433,0.00490084,0.00020956587,0.000023604065,0.00015937691,0.047378797],"genre_scores_gemma":[0.98861355,0.0010560662,0.000152861,0.0061146594,0.00088924513,0.000011618742,0.000033887307,0.000015747457,0.0031123625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832934,0.0001191729,0.0004770326,0.0002603945,0.0003337723,0.0004803143],"domain_scores_gemma":[0.99907106,0.000399358,0.00008064956,0.00012212752,0.00013361362,0.00019321436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009911765,0.00014021288,0.00027517107,0.00040979017,0.00009950555,0.00007079912,0.00016757872,0.00019021709,0.0013503666],"category_scores_gemma":[0.0006473426,0.000119781806,0.00020800564,0.0001814139,0.00008266469,0.00014304944,0.000053451742,0.0012278915,0.00017666402],"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":[0.0025215757,0.0011993166,0.26245388,0.00036302948,0.00096179446,0.020550907,0.0022515652,0.000535292,0.002033013,0.17845997,0.17135802,0.3573116],"study_design_scores_gemma":[0.0023737105,0.00076803484,0.22059068,0.00016946132,0.000093994735,0.0057609864,0.00066737854,0.0037525436,0.000045803645,0.08680054,0.6786827,0.0002941867],"about_ca_topic_score_codex":0.000039548344,"about_ca_topic_score_gemma":0.00006023376,"teacher_disagreement_score":0.5073247,"about_ca_system_score_codex":0.00033119746,"about_ca_system_score_gemma":0.0005664715,"threshold_uncertainty_score":0.99956256},"labels":[],"label_agreement":null},{"id":"W4406044748","doi":"10.1002/hpm.3893","title":"The Future Hospital in Global Health Systems: The Future Hospital as an Entity","year":2025,"lang":"en","type":"review","venue":"The International Journal of Health Planning and Management","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"National Institute of Biomedical Imaging and Bioengineering; Fogarty International Center; National Institute for Health and Care Research; NIHR Great Ormond Street Hospital Biomedical Research Centre; National Institutes of Health; Great Ormond Street Hospital Charity; UK Research and Innovation","keywords":"Multidisciplinary approach; Health care; Compromise; Pandemic; Business; Quality (philosophy); Healthcare system; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Medicine; Risk analysis (engineering); Political science; Computer science; Disease; Economic growth; Infectious disease (medical specialty); Economics","score_opus":0.015491420232120013,"score_gpt":0.3939408774614605,"score_spread":0.3784494572293405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406044748","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":[0.0003485296,0.91321474,0.000038458442,0.07288073,0.011624374,0.0013975227,0.000049228795,0.000013947475,0.00043247224],"genre_scores_gemma":[0.0009985521,0.99109596,0.000037248792,0.004692792,0.0027673235,0.00003805925,0.00005143808,0.000013122953,0.00030549424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959272,0.00067472394,0.0015674236,0.0002595998,0.0010231663,0.0005478654],"domain_scores_gemma":[0.99736005,0.00025786835,0.0015661399,0.00033899053,0.0002054956,0.0002714702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005014412,0.00031623518,0.001118828,0.00018490072,0.0004982139,0.00019387172,0.0008189756,0.00012256963,0.0000030230149],"category_scores_gemma":[0.000059218208,0.00014441664,0.0002756411,0.00027281442,0.00007066088,0.000094819705,0.00019478134,0.00094310276,0.0000047135527],"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":[0.00012338164,0.00015941875,0.00051990896,0.008966251,0.00052048225,0.00028164042,0.00036397504,0.000009627903,1.9058481e-10,0.010297735,0.086309716,0.8924479],"study_design_scores_gemma":[0.0004876824,0.0005107188,0.003833436,0.020353474,0.00012462764,0.00045772523,0.0042626043,0.000010697092,8.970832e-10,0.00021108738,0.9696453,0.00010263547],"about_ca_topic_score_codex":0.00035336067,"about_ca_topic_score_gemma":0.00006852978,"teacher_disagreement_score":0.89234525,"about_ca_system_score_codex":0.0010939854,"about_ca_system_score_gemma":0.0018647538,"threshold_uncertainty_score":0.588914},"labels":[],"label_agreement":null},{"id":"W4406215402","doi":"10.4314/aamed.v18i1.17","title":"African Annals of Medicine Reviewers in 2025","year":2024,"lang":"fr","type":"article","venue":"Annales Africaines de Medecine","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Traditional medicine; Medicine; History; Classics","score_opus":0.09271209160000601,"score_gpt":0.39702835884310705,"score_spread":0.304316267243101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406215402","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":[0.016483631,0.69660467,0.00014284454,0.25462222,0.0038618597,0.00055563473,0.00009875459,0.0000721615,0.027558228],"genre_scores_gemma":[0.72841316,0.23696898,0.0002559693,0.0071907504,0.003069973,0.000047654677,0.00007836154,0.00007101836,0.023904132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99432725,0.0005109813,0.0019064172,0.0006824533,0.0007893578,0.0017835338],"domain_scores_gemma":[0.9957781,0.0018004858,0.00023018238,0.0006686409,0.00048447645,0.0010381168],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054205894,0.00052940473,0.001799511,0.0010790883,0.000052414063,0.000019209365,0.00029302223,0.00033947418,0.002127256],"category_scores_gemma":[0.0048395274,0.00042720846,0.0003820754,0.0038317363,0.0007450535,0.00017663784,0.00009278214,0.0007008388,0.00034245735],"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":[0.0005250625,0.0004624136,0.011438068,0.015761457,0.00023756544,0.0036918488,0.0030667696,0.00003237191,0.00035272888,0.018960988,0.68320054,0.26227018],"study_design_scores_gemma":[0.0010220857,0.0009341355,0.013480158,0.02567589,0.0002560274,0.00028703047,0.0014423673,0.0017847784,0.00009528619,0.0040896996,0.9506095,0.00032306585],"about_ca_topic_score_codex":0.0011267758,"about_ca_topic_score_gemma":0.00014659576,"teacher_disagreement_score":0.71192956,"about_ca_system_score_codex":0.00024485745,"about_ca_system_score_gemma":0.00095628994,"threshold_uncertainty_score":0.99981797},"labels":[],"label_agreement":null},{"id":"W4406237273","doi":"10.1186/s12998-025-00568-1","title":"Chiropractic international research collaborative (CIRCuit): the development of a new practice-based research network, including the demographics, practice, and clinical management characteristics of clinician participants","year":2025,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Global Health and Surgery","field":"Medicine","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":"Ontario Tech University; McMaster University; Canadian Memorial Chiropractic College; University of Toronto","funders":"University of Central Lancashire","keywords":"Chiropractic; Demographics; Medicine; Clinical Practice; Alternative medicine; Family medicine; Medical education; Descriptive statistics; Physical therapy; Pathology","score_opus":0.3332493804830995,"score_gpt":0.539983572783371,"score_spread":0.20673419230027146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406237273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8447486,0.0067837937,0.0008228698,0.11094967,0.00217237,0.003936272,0.000022463622,0.000055902477,0.03050803],"genre_scores_gemma":[0.9774778,0.007854477,0.0100147575,0.003228614,0.00048165472,0.00011413525,0.000021896092,0.00003212926,0.0007745186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909905,0.0032618605,0.0020810207,0.0005994129,0.0019740178,0.0010931849],"domain_scores_gemma":[0.9726762,0.02198291,0.0012593922,0.000915525,0.0028530476,0.0003129311],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03975945,0.00028292873,0.00073389086,0.0004814029,0.0010739977,0.00014750384,0.000557616,0.00022459397,0.000049690814],"category_scores_gemma":[0.022768347,0.00017958779,0.00014695774,0.0021776177,0.0013809525,0.00040515125,0.00055413996,0.002100966,0.000014069665],"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":[0.0272174,0.005563177,0.19740048,0.0010370406,0.007850956,0.00023039852,0.016228424,0.000014340548,0.00008969423,0.05043097,0.024031298,0.66990584],"study_design_scores_gemma":[0.0024045506,0.00065257854,0.3375349,0.0009818441,0.000519931,0.000026136437,0.036881953,0.00020176705,0.00006763545,0.002715283,0.6178224,0.00019100549],"about_ca_topic_score_codex":0.00012431588,"about_ca_topic_score_gemma":0.00009232393,"teacher_disagreement_score":0.6697148,"about_ca_system_score_codex":0.00018059068,"about_ca_system_score_gemma":0.0028799735,"threshold_uncertainty_score":0.9887697},"labels":[],"label_agreement":null},{"id":"W4406359059","doi":"10.1097/01.gox.0001063896.70634.1a","title":"SHARE’s Impact on Medical Students Interested in Global Plastic Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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 education; Plastic surgery; Psychology; Medicine; General surgery; Surgery","score_opus":0.03408251273727354,"score_gpt":0.37311916117047633,"score_spread":0.3390366484332028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406359059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789673,0.0006614256,0.00009552813,0.00044804162,0.012387287,0.0009015046,0.0012978031,0.00022508863,0.0050160415],"genre_scores_gemma":[0.9981779,0.00014105166,0.000043812255,0.00081321964,0.00037024278,0.00010544528,0.0002615241,0.000046008186,0.000040820327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992636,0.00047360084,0.0017236047,0.0013592478,0.0020812494,0.0017262887],"domain_scores_gemma":[0.98105437,0.016055642,0.00023233911,0.0005365699,0.00021804834,0.0019030109],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026522207,0.00078457815,0.00212665,0.00054527505,0.00011945201,0.0005333969,0.0007701618,0.0005072882,0.0030441293],"category_scores_gemma":[0.01423297,0.00062646583,0.0007285698,0.0023782765,0.00034390666,0.0005518851,0.00063521176,0.0008450974,0.0011651665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039432524,0.0004954752,0.9216932,0.00033340201,0.00043445703,0.006360576,0.000018951798,0.000014701935,9.578193e-7,0.0006647705,0.029974258,0.036066018],"study_design_scores_gemma":[0.0010488217,0.00026332535,0.9842132,0.0075902515,0.000114253104,0.0030442192,0.0001405531,0.0009030541,0.000004839485,0.00087135704,0.0012244912,0.0005816329],"about_ca_topic_score_codex":0.0015820233,"about_ca_topic_score_gemma":0.00066500943,"teacher_disagreement_score":0.06252002,"about_ca_system_score_codex":0.0029878218,"about_ca_system_score_gemma":0.005548904,"threshold_uncertainty_score":0.99961865},"labels":[],"label_agreement":null},{"id":"W4406364157","doi":"10.36834/cmej.79921","title":"Rethinking global health training: making the links between theory and practice","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"University of Saskatchewan","funders":"","keywords":"Humility; Cultural humility; Equity (law); Certificate; Public relations; Medical education; Statement (logic); Global health; Health care; Psychology; Engineering ethics; Medicine; Political science; Cultural competence; Computer science; Engineering; Pedagogy; Law","score_opus":0.03984794595417051,"score_gpt":0.42059603423335434,"score_spread":0.3807480882791838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406364157","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":[0.017729472,0.009908803,0.00072357414,0.9342222,0.002405807,0.00022858047,0.000005459337,0.000017273072,0.034758784],"genre_scores_gemma":[0.5969039,0.00030402452,0.00049996027,0.40107667,0.0009930725,0.0000034315285,0.0000056322024,0.000004621801,0.0002086888],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778664,0.0006670438,0.00042276134,0.00014604264,0.00044962252,0.0005279129],"domain_scores_gemma":[0.9922593,0.0010295097,0.00016100926,0.00015976254,0.0002501361,0.0061402647],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008775927,0.00009513975,0.00022257603,0.00013672483,0.0006475339,0.00007333388,0.00012944243,0.00025127502,0.0006650318],"category_scores_gemma":[0.06021723,0.00006857552,0.00004819918,0.00035088052,0.00015470471,0.0000804407,0.000013244839,0.0015356522,0.0000061976566],"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":[0.00005521657,0.000021589041,0.0059483503,0.000060477054,0.000049814465,0.00004740755,0.0031663314,1.10871106e-7,4.2635506e-8,0.049266443,0.20346513,0.7379191],"study_design_scores_gemma":[0.00038595102,0.000060051658,0.06278754,0.0012003757,0.00007052175,0.0038782067,0.010007579,0.000016980686,7.453301e-8,0.034999985,0.88651806,0.00007467044],"about_ca_topic_score_codex":0.003099318,"about_ca_topic_score_gemma":0.0032282255,"teacher_disagreement_score":0.7378444,"about_ca_system_score_codex":0.0008451129,"about_ca_system_score_gemma":0.15059334,"threshold_uncertainty_score":0.94769895},"labels":[],"label_agreement":null},{"id":"W4406482346","doi":"10.1002/hpm.3891","title":"The Future Hospital in Global Health Systems: The Future Hospital Within the Healthcare System","year":2025,"lang":"en","type":"review","venue":"The International Journal of Health Planning and Management","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"National Institute of Biomedical Imaging and Bioengineering; Fogarty International Center; National Institute for Health and Care Research; NIHR Great Ormond Street Hospital Biomedical Research Centre; National Institutes of Health; Great Ormond Street Hospital Charity; UK Research and Innovation","keywords":"Healthcare system; Health care; Medicine; Economic growth; Economics","score_opus":0.016153199072892976,"score_gpt":0.3698482137303539,"score_spread":0.35369501465746095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406482346","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":[0.000077289005,0.7944702,0.000046747224,0.18744606,0.015392496,0.0022653455,0.00007387358,0.000021059655,0.00020690831],"genre_scores_gemma":[0.0036091004,0.9862851,0.000032970507,0.0061949403,0.0034818691,0.000105142215,0.000039748404,0.000021813335,0.0002293292],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938005,0.0013116781,0.0024610157,0.00032325782,0.001394587,0.0007089221],"domain_scores_gemma":[0.9955044,0.0005629898,0.0028351701,0.00050825067,0.0003115656,0.00027766667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008557366,0.00044150898,0.0015026395,0.00019297731,0.0009599854,0.00023499978,0.0012064335,0.00016471645,7.266631e-7],"category_scores_gemma":[0.00006589998,0.00017095769,0.0003791504,0.00044056633,0.000110318,0.000066176355,0.00027012496,0.0015125604,0.0000040137506],"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":[0.0002203098,0.00010693927,0.0005802686,0.041007124,0.0010849412,0.00042282525,0.0012623342,0.000055545483,2.2171934e-10,0.04405545,0.13305858,0.7781457],"study_design_scores_gemma":[0.00051839784,0.00038793014,0.0017589765,0.056107525,0.00016302777,0.0009544317,0.021242443,0.000038703598,1.0015784e-9,0.000066607005,0.918638,0.0001239862],"about_ca_topic_score_codex":0.00049809885,"about_ca_topic_score_gemma":0.00011188627,"teacher_disagreement_score":0.7855794,"about_ca_system_score_codex":0.002130021,"about_ca_system_score_gemma":0.002752771,"threshold_uncertainty_score":0.7383529},"labels":[],"label_agreement":null},{"id":"W4406513330","doi":"10.1016/s0967-0653(98)83138-4","title":"10.1016/s0967-0653(98)83138-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Global Health and Surgery","field":"Medicine","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":"Business","score_opus":0.008856799796374635,"score_gpt":0.21627058540363284,"score_spread":0.2074137856072582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406513330","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":[0.0014412975,0.00019179564,2.3219202e-7,0.0015047811,0.0000036735112,0.00024356272,0.0000118411535,0.00013662674,0.99646616],"genre_scores_gemma":[0.00027348215,0.00000110984,0.000082793784,0.00082826294,0.00026698018,0.000013799435,0.00003129639,0.000019330077,0.99848294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988501,0.00002802075,0.0002234392,0.00020707834,0.0002257357,0.00046560226],"domain_scores_gemma":[0.9990176,0.000047670892,0.000020190364,0.00029506345,0.000053157943,0.0005663236],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019841158,0.00012513457,0.00027262533,0.000069913585,0.000058734953,0.000010597514,0.00007166303,0.00008404376,0.9992488],"category_scores_gemma":[0.00006947245,0.00011024289,0.000081711376,0.0002265839,0.000023719547,0.000040753694,0.000015554384,0.0001335304,0.9995839],"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":[0.00025016806,0.00004799712,4.798615e-7,0.000019552175,0.000007800972,0.000032348187,0.0000059407753,0.0000017854151,0.000002548127,5.9040144e-7,0.5699731,0.4296577],"study_design_scores_gemma":[0.00042761347,0.00021598376,0.00017244117,0.000050396455,0.00002453566,0.000046335368,0.0000010388416,0.000052110605,0.000024886493,0.000005265758,0.99886906,0.000110311805],"about_ca_topic_score_codex":0.000070682465,"about_ca_topic_score_gemma":2.4563408e-7,"teacher_disagreement_score":0.42954737,"about_ca_system_score_codex":0.00005682093,"about_ca_system_score_gemma":0.00010190827,"threshold_uncertainty_score":0.44955742},"labels":[],"label_agreement":null},{"id":"W4406578679","doi":"10.1016/s1541-9800(11)70547-6","title":"10.1016/s1541-9800(11)70547-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Global Health and Surgery","field":"Medicine","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; Physical medicine and rehabilitation; Aeronautics; Engineering","score_opus":0.007587551374168503,"score_gpt":0.21519859570147687,"score_spread":0.20761104432730837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578679","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":[0.008065118,0.00017781067,2.1552076e-7,0.0016717238,0.000004166197,0.00026811133,0.0000149103225,0.00014280278,0.98965514],"genre_scores_gemma":[0.0009921425,9.960462e-7,0.000091566195,0.00089456455,0.00025570943,0.000014420378,0.000031856325,0.00002047081,0.99769825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988006,0.00002950888,0.00022988186,0.00021487976,0.00023908097,0.00048604552],"domain_scores_gemma":[0.99897504,0.000055687797,0.000020783515,0.00031188733,0.00005504371,0.00058155664],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020698656,0.00012946404,0.00026884474,0.00007245068,0.00006182231,0.00001111424,0.0000760692,0.00008386482,0.99788165],"category_scores_gemma":[0.00007221379,0.00011503098,0.000078683464,0.00022258292,0.00002514758,0.000040908144,0.000016989208,0.000117984106,0.99635273],"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":[0.00022137014,0.000057758814,0.000004426832,0.000023233166,0.0000064949213,0.000037217098,0.0000062636086,0.0000026014557,0.0000070846554,6.048335e-7,0.6037383,0.39589465],"study_design_scores_gemma":[0.00045148213,0.00021005569,0.0007398717,0.000052234267,0.000021470325,0.00005153841,0.000001163295,0.000049418002,0.000035655125,0.0000051513,0.9982678,0.00011411795],"about_ca_topic_score_codex":0.000082023136,"about_ca_topic_score_gemma":4.3372256e-7,"teacher_disagreement_score":0.39578053,"about_ca_system_score_codex":0.000058632882,"about_ca_system_score_gemma":0.00010984448,"threshold_uncertainty_score":0.46908274},"labels":[],"label_agreement":null},{"id":"W4406597305","doi":"10.1186/s12909-025-06676-z","title":"Strengthening public health education and humanitarian response through academic volunteerism","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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; Ottawa Hospital; York University; Canadian Red Cross Society; Western University","funders":"","keywords":"Timeline; Medical education; Professional development; Higher education; Diversity (politics); Psychology; Medicine; Public relations; Political science","score_opus":0.04249340710764476,"score_gpt":0.40650854019519483,"score_spread":0.36401513308755007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406597305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700475,0.008984515,0.0017722242,0.11289996,0.002513144,0.00046351098,0.000001976103,0.00008829306,0.0032288588],"genre_scores_gemma":[0.9503245,0.00079401076,0.0023670408,0.042020828,0.0005397335,0.00009885031,0.00012140116,0.00001249324,0.003721172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801236,0.00035573365,0.0005296616,0.00029877276,0.00040285703,0.00040058212],"domain_scores_gemma":[0.998271,0.00046671825,0.00012560474,0.00024872547,0.00015466243,0.0007333066],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021649098,0.00012520945,0.00025843663,0.00022359908,0.00020710098,0.000021093036,0.00008891578,0.00023611085,0.00020553722],"category_scores_gemma":[0.010062935,0.00011656704,0.000041427815,0.00038503524,0.00009588161,0.00014234868,0.00003444838,0.0004940587,0.000022325143],"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":[0.0005977539,0.001223196,0.09884919,0.0013968288,0.000025732936,0.0000012013217,0.0045279115,1.1517999e-7,0.000037917995,0.0432238,0.2775669,0.57254946],"study_design_scores_gemma":[0.00082817255,0.00016407957,0.40623719,0.0016237673,0.00002795311,0.000083916355,0.0066002356,0.00022518932,0.0000088989445,0.0031943626,0.5808588,0.00014738072],"about_ca_topic_score_codex":0.00056216563,"about_ca_topic_score_gemma":0.00010517211,"teacher_disagreement_score":0.57240206,"about_ca_system_score_codex":0.0003612251,"about_ca_system_score_gemma":0.04268873,"threshold_uncertainty_score":0.9982757},"labels":[],"label_agreement":null},{"id":"W4406753287","doi":"10.1016/j.jpedsurg.2025.162183","title":"Simulation Models for Training in Pediatric General, Thoracic, Plastic, and Urologic Surgery in Low-resource Settings: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Izaak Walton Killam Health Centre; University of British Columbia","funders":"","keywords":"Medicine; General surgery; Plastic surgery; Surgery; Medical physics","score_opus":0.09783370771478289,"score_gpt":0.3942555420364608,"score_spread":0.2964218343216779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406753287","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":[0.0018670214,0.9944968,0.0003202182,0.00015549161,0.0011690991,0.0018997564,0.00003108168,0.000024629913,0.000035888293],"genre_scores_gemma":[0.00042125405,0.9935144,0.00030339503,0.00082824094,0.0046623,0.000112510796,0.000073177456,0.0000642589,0.000020431436],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9917989,0.00082157005,0.0051149037,0.0005874855,0.0006450631,0.0010320961],"domain_scores_gemma":[0.94894946,0.04685764,0.0031560669,0.00027018602,0.00030937765,0.00045725194],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010250283,0.00065408245,0.0067367335,0.0044720597,0.000079935744,0.00003965974,0.00014747186,0.00064902543,0.000012441655],"category_scores_gemma":[0.018557193,0.00054426613,0.0015011107,0.0026556242,0.000028609262,0.00027785767,0.00006644236,0.0011632366,0.0000017721119],"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":[0.00025153952,0.00012685006,0.005210893,0.5988359,0.00003994446,0.00057043374,0.000038896313,0.0019365369,4.0728074e-9,0.0000017540809,0.0075034504,0.3854838],"study_design_scores_gemma":[0.00096705795,0.00016200187,0.00036653818,0.94017655,0.006139924,0.00041245986,0.00004448888,0.0033906694,3.5234162e-8,0.00011206891,0.0470126,0.0012155967],"about_ca_topic_score_codex":0.0000045462166,"about_ca_topic_score_gemma":0.000003655447,"teacher_disagreement_score":0.3842682,"about_ca_system_score_codex":0.00029676914,"about_ca_system_score_gemma":0.008178957,"threshold_uncertainty_score":0.9997009},"labels":[],"label_agreement":null},{"id":"W4406800715","doi":"10.4324/9781003569824-21","title":"Global Health Care","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Health care; Medicine; Political science","score_opus":0.015409726130638042,"score_gpt":0.33695738916407725,"score_spread":0.3215476630334392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406800715","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":[0.0000029997238,0.016770145,0.00004486203,0.005031001,0.00081561675,0.00042124186,0.00019206651,0.00013564929,0.9765864],"genre_scores_gemma":[0.0006577885,0.0010195816,0.00037265546,0.04042653,0.0002761524,0.0000031873133,0.00037168828,0.000012946085,0.95685947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987084,0.000006078738,0.0003513183,0.00029372476,0.0002613442,0.00037912477],"domain_scores_gemma":[0.9989468,0.00002138483,0.00007599566,0.00034393696,0.00013850271,0.0004734046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007711959,0.0002201902,0.0006235007,0.00006975869,0.000056170236,0.000005443922,0.00005055467,0.00030257704,0.0010606684],"category_scores_gemma":[0.000018449726,0.00018463627,0.00020308429,0.0000320454,0.000027973634,0.000008523663,0.000039500366,0.00020324213,0.00028953663],"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":[0.000056763092,0.000005547748,0.00023523498,0.00091742846,0.000027883201,0.000058902184,0.000009530914,2.6944742e-8,3.3705774e-9,0.281742,0.61990714,0.0970395],"study_design_scores_gemma":[0.00028930308,0.00013194772,0.00044674854,0.00064986444,0.000034688597,0.000033748733,0.00002542654,7.46027e-7,9.185394e-8,0.001828187,0.9964521,0.00010717187],"about_ca_topic_score_codex":0.00036031284,"about_ca_topic_score_gemma":0.00034064846,"teacher_disagreement_score":0.37654492,"about_ca_system_score_codex":0.00083475624,"about_ca_system_score_gemma":0.003290027,"threshold_uncertainty_score":0.9998525},"labels":[],"label_agreement":null},{"id":"W4406885273","doi":"10.1016/j.jhsa.2024.12.013","title":"The Impact of Surgical Outreach on Trainee Education: American Society for Surgery of the Hand Touching Hands","year":2025,"lang":"en","type":"article","venue":"The Journal Of Hand Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Medicine; Outreach; Hand surgery; Surgery; General surgery; Physical therapy","score_opus":0.023406874209133413,"score_gpt":0.3504430464660694,"score_spread":0.327036172256936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406885273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98649263,0.0030665186,0.0000616063,0.008696525,0.00090550253,0.00024337343,0.000016285978,0.000003795244,0.00051374803],"genre_scores_gemma":[0.9967358,0.0016295142,0.000013888181,0.0005743923,0.00036621894,0.000005599407,0.0000035757187,0.00001272966,0.00065827894],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99772173,0.00028030595,0.0010735741,0.000099133336,0.0004311761,0.0003940705],"domain_scores_gemma":[0.9879404,0.010113129,0.0009140039,0.00037454828,0.00050184067,0.00015609742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491763,0.00017826133,0.0009126213,0.00014324444,0.00045477555,0.000030325598,0.00018276536,0.00007037285,0.000012310192],"category_scores_gemma":[0.0010058249,0.00007259359,0.0020831558,0.0005749735,0.00057225075,0.00005268969,0.000026053274,0.00036016887,2.8850496e-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":[0.009035842,0.000950723,0.20299543,0.00044797605,0.0011693779,0.00000998357,0.0012694048,0.00010359543,0.0011040615,0.0002205925,0.6384862,0.1442068],"study_design_scores_gemma":[0.004479706,0.0016816474,0.8703018,0.006092557,0.0014345834,0.0013026755,0.0067008324,0.0005203993,0.011715427,0.001998103,0.09324189,0.0005304173],"about_ca_topic_score_codex":0.00020902847,"about_ca_topic_score_gemma":0.000012028819,"teacher_disagreement_score":0.6673063,"about_ca_system_score_codex":0.0001156506,"about_ca_system_score_gemma":0.003285591,"threshold_uncertainty_score":0.58284974},"labels":[],"label_agreement":null},{"id":"W4406893948","doi":"10.1016/j.jpedsurg.2025.162192","title":"Advocacy for Children With Surgical Diseases in Nigeria: National Policy Status, Gaps, and Solutions","year":2025,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Family medicine; Intensive care medicine; General surgery","score_opus":0.030910386358384553,"score_gpt":0.3572078392090289,"score_spread":0.3262974528506443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406893948","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":[0.0013427733,0.996727,0.000011398499,0.0003137988,0.0004671297,0.00064739125,0.00039270203,0.000012583625,0.00008525173],"genre_scores_gemma":[0.00037011743,0.99165,0.00009479686,0.00013943481,0.0072917403,0.000045262477,0.00026753946,0.000029296809,0.00011180284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966606,0.00019962424,0.0015368274,0.00026606722,0.00061262574,0.0007242767],"domain_scores_gemma":[0.9932213,0.004572198,0.00093618577,0.00013540642,0.00045474528,0.0006801547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012803219,0.00034412078,0.0025433218,0.0025587047,0.000098584154,0.000027755332,0.00007713992,0.00026543302,0.000018128942],"category_scores_gemma":[0.0030106097,0.00024081735,0.00081429444,0.0013940543,0.000056368124,0.00011246324,0.00003977935,0.00051330175,0.0000017637382],"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":[0.0007205797,0.0007753772,0.2957597,0.03285376,0.00046174726,0.0004794832,0.000022269984,0.0000023792488,2.4446243e-9,0.00011957633,0.19887558,0.46992955],"study_design_scores_gemma":[0.0018222432,0.00016633578,0.03462353,0.008121747,0.0022224626,0.0016319337,0.00001998241,9.321194e-7,6.414411e-9,0.00013268851,0.9508864,0.00037171884],"about_ca_topic_score_codex":0.000041496227,"about_ca_topic_score_gemma":0.0000064616897,"teacher_disagreement_score":0.7520108,"about_ca_system_score_codex":0.0005006387,"about_ca_system_score_gemma":0.029311152,"threshold_uncertainty_score":0.9820246},"labels":[],"label_agreement":null},{"id":"W4406940272","doi":"10.1016/j.jpedsurg.2025.162227","title":"Establishing a Competency Based Medical Education Curriculum for International Medical Graduates Pursuing Pediatric Surgery Training in High-income Countries","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Curriculum; Medical education; Training (meteorology); Pediatric surgery; Family medicine; Surgery; Economic growth","score_opus":0.01590738197060008,"score_gpt":0.3122636469358612,"score_spread":0.29635626496526113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406940272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381621,0.0061890343,0.0010530775,0.031075355,0.022970702,0.0003174507,0.00001713936,0.000051550098,0.00016362571],"genre_scores_gemma":[0.9720254,0.0055340156,0.0014874629,0.0037729077,0.016973427,0.000047545793,0.000079357655,0.000034194323,0.000045703448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99347115,0.00027488547,0.0027539248,0.00035338744,0.002320995,0.00082568004],"domain_scores_gemma":[0.9831972,0.013038584,0.0011383146,0.00020384352,0.0014866524,0.00093541376],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010482043,0.00031229627,0.0013657111,0.0036490732,0.00013952803,0.00009656937,0.00033673338,0.0004134903,0.00030422144],"category_scores_gemma":[0.05607484,0.00027410753,0.0006519589,0.0018659257,0.000071661845,0.0005049671,0.000057451853,0.00091243867,0.000004633093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031805766,0.00044418656,0.8817334,0.000938483,0.00004421699,0.0003511029,0.00005934914,0.000009892905,2.9216395e-7,0.0005844978,0.10547124,0.010045239],"study_design_scores_gemma":[0.007871816,0.0002912512,0.9376808,0.0068024914,0.001382583,0.0007271851,0.0018087986,0.0064463485,0.000020218034,0.006206368,0.02941111,0.0013510429],"about_ca_topic_score_codex":0.00017010672,"about_ca_topic_score_gemma":0.000062200765,"teacher_disagreement_score":0.07606013,"about_ca_system_score_codex":0.00047417858,"about_ca_system_score_gemma":0.04714998,"threshold_uncertainty_score":0.9999711},"labels":[],"label_agreement":null},{"id":"W4406967954","doi":"10.1093/ageing/afae277.096","title":"2671 A description of a patient navigator program for persons living with dementia in Canada","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Global Health and Surgery","field":"Medicine","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 New Brunswick; Horizon Health Network; Dalhousie University","funders":"","keywords":"Medicine; Dementia; Gerontology; Pathology; Disease","score_opus":0.00973912145100172,"score_gpt":0.25031136720922736,"score_spread":0.24057224575822564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406967954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983252,0.00071143534,0.00008365965,0.00014504012,0.00004297281,0.0003714385,0.0000025293223,0.0000065568315,0.00031114873],"genre_scores_gemma":[0.9986369,0.000013778207,0.0008128103,0.000440379,0.000006427255,0.00004703289,0.0000043403516,0.0000026395874,0.000035687703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958014,0.000009129026,0.000116143055,0.0000805284,0.000057675472,0.0001564008],"domain_scores_gemma":[0.9998154,0.000041603995,0.000026750768,0.00004161419,0.000020868074,0.000053777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006238156,0.00004255103,0.000117468764,0.000033568907,0.00003345819,0.000004790489,0.000009550535,0.000014454955,0.0000018386788],"category_scores_gemma":[0.00003756777,0.00003375132,0.000013569445,0.00009950028,0.00000884575,0.000022803144,0.0000077807235,0.000041979074,2.491111e-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":[0.00013923571,0.00012892456,0.7557188,0.0017325969,0.00005726113,0.0012885792,0.0010323265,0.0000038975313,0.0004946748,0.00008835123,0.0012802288,0.23803507],"study_design_scores_gemma":[0.0007847513,0.0003571365,0.98458093,0.003561041,0.00008213134,0.0000083188825,0.003362155,0.000780451,0.000104473875,0.000025236746,0.00627423,0.00007913986],"about_ca_topic_score_codex":0.39054525,"about_ca_topic_score_gemma":0.5550187,"teacher_disagreement_score":0.23795594,"about_ca_system_score_codex":0.00006745858,"about_ca_system_score_gemma":0.00040679643,"threshold_uncertainty_score":0.6135132},"labels":[],"label_agreement":null},{"id":"W4407008006","doi":"10.12968/bjca.2024.0078","title":"Improving equity through global research initiatives: continuing to CONNECT","year":2025,"lang":"en","type":"article","venue":"British Journal of Cardiac Nursing","topic":"Global Health and Surgery","field":"Medicine","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 Metropolitan University; Memorial University of Newfoundland; University of Calgary; Brock University","funders":"","keywords":"Equity (law); Medicine; Public relations; Political science","score_opus":0.04622445258277501,"score_gpt":0.4469518048614704,"score_spread":0.4007273522786954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407008006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81135494,0.032921027,0.004068199,0.00287205,0.00366389,0.0005355726,0.00004428848,0.000036385554,0.14450365],"genre_scores_gemma":[0.99545354,0.00068617164,0.0020669922,0.0010252666,0.00067463866,0.0000032906487,0.0000026564371,0.000011745036,0.00007572609],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971802,0.00041722448,0.00069190003,0.0002201644,0.00068704516,0.00080341846],"domain_scores_gemma":[0.9975204,0.00038586764,0.00016429796,0.00015126153,0.0013534913,0.00042471502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035308588,0.00012064406,0.0007135172,0.0001717915,0.000244741,0.00015918836,0.00013690503,0.00011866481,0.00001300859],"category_scores_gemma":[0.0033602768,0.00014061645,0.00032934413,0.00089646026,0.00015280258,0.00032689446,0.00007694003,0.00070287636,0.0000067612646],"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":[0.00064754306,0.00012456914,0.0067876186,0.00022129358,0.00010204317,0.0007343486,0.0005257632,0.000004924546,0.0006323864,0.0017414963,0.03264792,0.9558301],"study_design_scores_gemma":[0.00795393,0.002655053,0.7129355,0.108189695,0.000881272,0.012982386,0.025825687,0.00009575482,0.005364678,0.029392421,0.092676364,0.0010472516],"about_ca_topic_score_codex":0.0002757836,"about_ca_topic_score_gemma":0.000008799034,"teacher_disagreement_score":0.95478284,"about_ca_system_score_codex":0.0009993018,"about_ca_system_score_gemma":0.0008990981,"threshold_uncertainty_score":0.57341725},"labels":[],"label_agreement":null},{"id":"W4407028783","doi":"10.36834/cmej.80634","title":"Indigenous allyship in medical education","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Indigenous; Computational biology; Computer science; Biology; Ecology","score_opus":0.008981636050074198,"score_gpt":0.34276673467958113,"score_spread":0.33378509862950695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407028783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50540686,0.0069512636,0.00003870645,0.4120922,0.009263874,0.00042687217,0.0000022988906,0.000023569624,0.06579435],"genre_scores_gemma":[0.6483236,0.00071425614,0.00014874597,0.34645826,0.0011514383,0.000031841453,0.000041443032,0.00001127436,0.0031191302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975543,0.00014008989,0.0006080589,0.00018607447,0.00087554794,0.0006359274],"domain_scores_gemma":[0.9845166,0.000079675265,0.00007402358,0.00018736943,0.0003352457,0.014807063],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017633616,0.00011984409,0.00026129402,0.0009818019,0.0001769869,0.000035306002,0.00021261317,0.00041498177,0.019546216],"category_scores_gemma":[0.02721192,0.000110747416,0.00007259252,0.0007110958,0.0000871089,0.000072021576,0.000010089775,0.0012554993,0.00009691083],"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":[0.00002846883,0.00039035155,0.0670158,0.00008268823,0.0000138668565,0.00020016516,0.00042066604,1.4948905e-7,4.633379e-7,0.002053663,0.42860457,0.5011891],"study_design_scores_gemma":[0.00075663003,0.00004765517,0.1752728,0.0015514207,0.000021485495,0.0025791316,0.0010896529,0.00005865895,0.0000021247981,0.0017815949,0.8167172,0.000121671714],"about_ca_topic_score_codex":0.026018312,"about_ca_topic_score_gemma":0.07344476,"teacher_disagreement_score":0.51314175,"about_ca_system_score_codex":0.0013495598,"about_ca_system_score_gemma":0.5144913,"threshold_uncertainty_score":0.98135006},"labels":[],"label_agreement":null},{"id":"W4407036600","doi":"10.53555//ajbr.v27i4s.6503","title":"African journal of biomedical research","year":2025,"lang":"en","type":"paratext","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Data science; Computer science; Library science","score_opus":0.08884610501901515,"score_gpt":0.4697068195354696,"score_spread":0.3808607145164545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407036600","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":[0.00058852666,0.006237319,0.00014729131,0.010216491,0.0043457,0.00021949339,0.000036322588,0.00000620003,0.97820264],"genre_scores_gemma":[0.014009525,0.0033871853,0.0004525958,0.0014946957,0.0020406228,0.000004593699,0.00008446897,0.000012861398,0.9785135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971326,0.00019659776,0.0006961197,0.00016517425,0.0012187739,0.00059075706],"domain_scores_gemma":[0.99728376,0.0005095868,0.00012810748,0.00025759096,0.001094172,0.0007267932],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024670477,0.00012465728,0.0007394607,0.0010964501,0.00005833845,0.000012350982,0.0001753646,0.0004413105,0.016394097],"category_scores_gemma":[0.0009554878,0.00008246736,0.00020023366,0.0008522239,0.00020626497,0.000014651784,0.00007304374,0.0015939319,0.003175505],"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":[0.00030069062,0.00014859786,0.000033173907,0.00081492803,0.000057493933,0.00019940428,0.000022133958,3.3831128e-8,0.000013931464,0.000105414125,0.98751837,0.010785803],"study_design_scores_gemma":[0.00049096317,0.0004912299,0.00011971487,0.00097279414,0.000028187333,0.00016390793,0.00020900968,0.0000031016853,0.00002975436,0.00004624966,0.99739265,0.000052436684],"about_ca_topic_score_codex":0.00017360317,"about_ca_topic_score_gemma":0.0000023869807,"teacher_disagreement_score":0.013420998,"about_ca_system_score_codex":0.00021956889,"about_ca_system_score_gemma":0.0067353672,"threshold_uncertainty_score":0.9988955},"labels":[],"label_agreement":null},{"id":"W4407049454","doi":"10.1177/01410768241309767","title":"Harnessing international collaboration in the space sector to innovate healthcare","year":2025,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Toronto Metropolitan University; Public Health Ontario; University of Toronto","funders":"","keywords":"Health care; Space (punctuation); Data science; Computer science; World Wide Web; Medicine; Political science","score_opus":0.018374259546853795,"score_gpt":0.35238111213657963,"score_spread":0.33400685258972584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407049454","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":[0.37905854,0.0009128335,0.0003954246,0.6167211,0.0019061494,0.00019325704,0.000002554477,0.0000026884516,0.0008074762],"genre_scores_gemma":[0.9642533,0.000091625225,0.0005762368,0.033889253,0.0005984201,0.0000016892864,0.0000016374316,0.0000039012743,0.0005839215],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99850225,0.00010546906,0.00057940895,0.00007020807,0.0005880577,0.00015461679],"domain_scores_gemma":[0.99871236,0.00015715402,0.00032724478,0.00013835548,0.0005906947,0.0000741716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021352717,0.000075915166,0.0003102948,0.00008380675,0.00006886407,0.000006762583,0.00020316834,0.00006554104,0.000025742842],"category_scores_gemma":[0.0006513635,0.00003720025,0.00011399646,0.00087613676,0.000085174805,0.000032161348,0.000031603464,0.00038243944,5.5851444e-7],"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":[0.0008630928,0.0001716885,0.12960115,0.00058846915,0.00013152813,0.000016749193,0.0074644103,0.00034748876,0.0013397521,0.0015663545,0.8488854,0.009023903],"study_design_scores_gemma":[0.007719426,0.00091088813,0.68167025,0.00888748,0.00015979754,0.00010547525,0.024768239,0.0026615027,0.0008044288,0.0015934967,0.2705849,0.00013408426],"about_ca_topic_score_codex":0.00019648043,"about_ca_topic_score_gemma":0.000031129322,"teacher_disagreement_score":0.58519477,"about_ca_system_score_codex":0.00022333082,"about_ca_system_score_gemma":0.0005461589,"threshold_uncertainty_score":0.16615303},"labels":[],"label_agreement":null},{"id":"W4407164256","doi":"10.1016/j.jpedsurg.2025.162238","title":"Recent Progress and Current Challenges in the Care of the Child Around the World","year":2025,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Current (fluid); Intensive care medicine","score_opus":0.08836164214413757,"score_gpt":0.37743120530721397,"score_spread":0.2890695631630764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407164256","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":[0.0003925171,0.9901597,5.3455018e-8,0.0046935137,0.0032759034,0.0007529755,0.000016515161,0.0000033202175,0.0007055011],"genre_scores_gemma":[0.00065157516,0.9949005,0.0000025981205,0.00016406011,0.004210375,0.000026907157,0.000004710914,0.00001479426,0.000024456082],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961986,0.0008867056,0.0015837222,0.0001872745,0.00076749665,0.00037622004],"domain_scores_gemma":[0.9934449,0.0040869066,0.0016115127,0.00044901113,0.00028125342,0.00012637663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034020569,0.00029669705,0.001855873,0.00066688145,0.00010684687,0.000021632957,0.00033546073,0.00014555335,0.00000780475],"category_scores_gemma":[0.00095522346,0.000113671034,0.0009142691,0.0014766391,0.000095716656,0.000039681643,0.00008702389,0.001481923,0.0000010285402],"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":[0.000031732026,0.000120352735,0.010442266,0.028694615,0.000048574424,0.000045551966,0.00015036578,8.108642e-8,1.4741375e-10,0.000023051693,0.023565616,0.9368778],"study_design_scores_gemma":[0.00014593099,0.000027005086,0.005837935,0.016285108,0.0012780929,0.00024303586,0.00032206113,8.8096826e-8,1.6310937e-8,0.000014842516,0.97575474,0.000091136295],"about_ca_topic_score_codex":0.0000029407722,"about_ca_topic_score_gemma":0.000024339008,"teacher_disagreement_score":0.95218915,"about_ca_system_score_codex":0.00014246462,"about_ca_system_score_gemma":0.002280643,"threshold_uncertainty_score":0.64383006},"labels":[],"label_agreement":null},{"id":"W4407183966","doi":"10.1002/wjs.12498","title":"Correction to: Enhancing Trauma Care Through Innovative Trauma and Disaster Team Response Training: A Blended Learning Approach in Tanzania. Osebo C, Razek T, Deckelbaum D, et al. <i>World J Surg</i>. 2024;7:1616–1625","year":2025,"lang":"en","type":"erratum","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"National Institutes of Health","keywords":"Tanzania; Abdominal surgery; Vascular surgery; Medicine; Cardiothoracic surgery; Cardiac surgery; Emergency response; Training (meteorology); Disaster response; Medical education; Nursing; Surgery; Medical emergency; Emergency management; Sociology; Geography; Political science","score_opus":0.03524277916662572,"score_gpt":0.3190780206765692,"score_spread":0.2838352415099435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407183966","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":[0.25260007,0.0596217,0.0024282646,0.03854779,0.22054046,0.0049238196,0.00027598103,0.00041947054,0.42064244],"genre_scores_gemma":[0.59796375,0.0038090681,0.001940652,0.024405839,0.003231035,0.0001512977,0.0005856114,0.00035729836,0.36755544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907047,0.0019238289,0.0034162444,0.0010294596,0.0013748092,0.0015509593],"domain_scores_gemma":[0.9902901,0.005443588,0.0018259466,0.00047106706,0.001222383,0.0007468827],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008279659,0.0010356478,0.003733045,0.0045897653,0.00030792993,0.00015724021,0.0002434272,0.0004548707,0.00011231052],"category_scores_gemma":[0.0041398546,0.00096109894,0.00074530434,0.0059756073,0.00018840001,0.00051111827,0.000127849,0.007083658,0.0000061371024],"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":[0.012544318,0.0002846855,0.008193873,0.0010903318,0.00027806053,0.0010064032,0.010361587,0.00009001479,0.000063129664,0.000015119666,0.9167697,0.04930282],"study_design_scores_gemma":[0.0022090971,0.0003964728,0.023346154,0.017052893,0.00021992512,0.00095429854,0.017220639,0.00006953294,0.00011546171,0.00003289072,0.93753654,0.0008460732],"about_ca_topic_score_codex":0.00020511856,"about_ca_topic_score_gemma":0.0019793299,"teacher_disagreement_score":0.3453637,"about_ca_system_score_codex":0.0011925312,"about_ca_system_score_gemma":0.006311649,"threshold_uncertainty_score":0.99932164},"labels":[],"label_agreement":null},{"id":"W4407331547","doi":"10.1097/xcs.0000000000001350","title":"Overcoming Political Upheaval to Deliver Pediatric Surgical Care in Afghanistan: Prospective Analysis of the First 1,000 Procedures","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Hydrocele; General surgery; Inguinal hernia; Pediatric surgery; Perioperative; Hypospadias; Appendicitis; Surgery; Percutaneous nephrolithotomy; Pediatric Surgeon; Hernia; Percutaneous","score_opus":0.005958309989319575,"score_gpt":0.28192043902912095,"score_spread":0.2759621290398014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407331547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99069965,0.00044507295,0.0000046604764,0.0060792896,0.00024604565,0.00035596295,0.00018533393,0.00000368612,0.0019803196],"genre_scores_gemma":[0.9988512,0.000073561736,0.00008386738,0.00075692957,0.00006390213,0.0000049387927,4.5325254e-7,0.00000848496,0.00015670022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771935,0.00015645754,0.0009232071,0.00016172626,0.0006051623,0.00043409332],"domain_scores_gemma":[0.9976335,0.00063321344,0.0005801521,0.00031357456,0.0006065033,0.0002330227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005361087,0.00015024486,0.001099041,0.0007210245,0.000105859304,0.000004851956,0.00027749236,0.00005095995,0.000024027153],"category_scores_gemma":[0.000909552,0.000088227454,0.0007310441,0.005146192,0.00023075975,0.000036895533,0.00012514056,0.00034296827,3.6669454e-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":[0.0018164356,0.00023773014,0.9919786,0.00018217164,0.00031608017,0.000086495624,0.00019478441,0.0001421393,0.000016954189,0.002511708,0.002430094,0.00008680535],"study_design_scores_gemma":[0.0007358396,0.00024412687,0.9918589,0.00028575494,0.0010923125,0.00007008616,0.0030803282,0.000041577812,0.00019055732,0.00006963034,0.0022542106,0.000076664095],"about_ca_topic_score_codex":0.00092960085,"about_ca_topic_score_gemma":0.0015405597,"teacher_disagreement_score":0.008151533,"about_ca_system_score_codex":0.00048546845,"about_ca_system_score_gemma":0.0013398316,"threshold_uncertainty_score":0.35978112},"labels":[],"label_agreement":null},{"id":"W4407372227","doi":"10.26633/rpsp.2025.16","title":"Integrating comprehensive surgical, intensive, and emergency care systems into the Pan American Health Organization’s health agenda","year":2025,"lang":"en","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Global Health and Surgery","field":"Medicine","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":"Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Health care; Medical emergency; Medicine; Nursing; Business; Political science","score_opus":0.016118557583864997,"score_gpt":0.3403000560400427,"score_spread":0.3241814984561777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407372227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6012784,0.19865422,0.0038147883,0.18823369,0.0010815486,0.004255636,0.00016923009,0.00061528967,0.0018971623],"genre_scores_gemma":[0.9551288,0.020710435,0.00082424376,0.022567162,0.00016108553,0.000051810013,0.00023190677,0.00005069885,0.00027388617],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627084,0.0007604471,0.0010845631,0.0006059357,0.00035832805,0.0009199025],"domain_scores_gemma":[0.99646103,0.00028945206,0.00063953485,0.0006793546,0.0012365351,0.000694084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005006973,0.00036535008,0.0013035669,0.00027078408,0.0007660223,0.00008975321,0.00021179784,0.00006421022,0.00003413485],"category_scores_gemma":[0.0008016135,0.0002677989,0.0001316669,0.0029557485,0.00039541777,0.000049327162,0.00013324937,0.00051229505,0.000012073501],"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":[0.00019194167,0.00013852795,0.39034995,0.006323116,0.0004034661,0.00011320019,0.012421356,0.000013616317,0.000048201975,0.018408317,0.24103901,0.33054927],"study_design_scores_gemma":[0.00050563493,0.0005302317,0.0708246,0.00086485985,0.00007225323,0.00015698462,0.06901505,0.00043327868,0.0000021256974,0.000011298555,0.8573045,0.0002791724],"about_ca_topic_score_codex":0.040326215,"about_ca_topic_score_gemma":0.0005666233,"teacher_disagreement_score":0.6162655,"about_ca_system_score_codex":0.0010649601,"about_ca_system_score_gemma":0.0025310742,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W4407581761","doi":"10.1002/wjs.12506","title":"The World Journal of Surgery Is Pleased to Welcome Dr. Nirav Patel to Our Editorial Board","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Medicine; Cardiac surgery; General surgery; Editorial board; Library science; Surgery; Computer science","score_opus":0.03575872494326996,"score_gpt":0.32715572394843123,"score_spread":0.29139699900516125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407581761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46442187,0.0055728867,0.00016477631,0.20595899,0.32112536,0.0005453795,0.000037350113,0.00004287898,0.002130493],"genre_scores_gemma":[0.87828106,0.0010930446,0.0002819073,0.024028553,0.08125112,0.000010800274,0.0000039561223,0.0000734586,0.01497609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993161,0.0003715024,0.0032250136,0.0002634012,0.0018564502,0.0011225983],"domain_scores_gemma":[0.98990315,0.0046061277,0.0013762194,0.00050967105,0.0019481004,0.0016567243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008636536,0.00038838128,0.001921451,0.00311218,0.0003239245,0.00013837987,0.00037529712,0.00014654621,0.00014010625],"category_scores_gemma":[0.0038640301,0.00026771476,0.0014429016,0.002901075,0.0000600782,0.00023466657,0.0000970664,0.0012721505,0.000065732056],"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":[0.0048764953,0.00018558977,0.15387501,0.00012254977,0.00023784913,0.00058946485,0.00006736363,0.000012015738,0.00019283182,0.000028204031,0.82606614,0.01374652],"study_design_scores_gemma":[0.00078899966,0.00010018191,0.0778167,0.0021667348,0.00014517618,0.00018810124,0.0002923446,0.0000019422032,0.0005439512,0.00018345517,0.91755044,0.00022199017],"about_ca_topic_score_codex":0.00006836362,"about_ca_topic_score_gemma":0.00014091753,"teacher_disagreement_score":0.4138592,"about_ca_system_score_codex":0.0004561392,"about_ca_system_score_gemma":0.0034502158,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W4407795816","doi":"10.1016/j.hpb.2025.02.010","title":"Challenges in early career for HPB surgeons: an international practice survey","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Global Health and Surgery","field":"Medicine","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":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medical education; Family medicine","score_opus":0.138339101851186,"score_gpt":0.4034732768076367,"score_spread":0.26513417495645075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407795816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9437888,0.0039152848,0.00045801868,0.011644164,0.0019686928,0.00075520074,0.000091545364,0.000075490854,0.037302785],"genre_scores_gemma":[0.9918035,0.0016657664,0.001040426,0.003928451,0.00011320634,0.000067428584,0.00014720355,0.000010926585,0.0012230717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999086,0.00010986007,0.00020507477,0.0001973523,0.00015055753,0.00025112228],"domain_scores_gemma":[0.99856,0.00080169167,0.000039277176,0.00018601748,0.00030163061,0.00011138981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014923064,0.000070518065,0.00017251754,0.00013600427,0.000024830542,0.000011324743,0.000066279266,0.0000791846,0.000021034424],"category_scores_gemma":[0.0027227036,0.000066518856,0.000038432572,0.000118735676,0.000014030879,0.00014913676,0.00001783371,0.00011281909,0.00001488797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017991548,0.0004196816,0.75069,0.00018245286,0.00005831259,0.0000624552,0.00035493905,0.0000017856343,0.000009134925,0.0030219587,0.011079183,0.23232095],"study_design_scores_gemma":[0.0005765937,0.000074887,0.81347716,0.000070965165,0.000007863129,0.000006532382,0.00020760627,0.00028749704,0.0000043650534,0.000036976468,0.18520369,0.000045848683],"about_ca_topic_score_codex":0.002308725,"about_ca_topic_score_gemma":0.0030784605,"teacher_disagreement_score":0.2322751,"about_ca_system_score_codex":0.000060453305,"about_ca_system_score_gemma":0.00022860589,"threshold_uncertainty_score":0.3490117},"labels":[],"label_agreement":null},{"id":"W4407937587","doi":"10.1371/journal.pgph.0004307","title":"Can we unplug global health education from The Matrix?","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Medicine; Public health; Nursing","score_opus":0.0322575398072062,"score_gpt":0.37436242412852444,"score_spread":0.34210488432131825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407937587","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":[0.06673005,0.02280897,0.00026019916,0.88974833,0.0022539035,0.0015999189,0.001023598,0.0003093418,0.015265677],"genre_scores_gemma":[0.7225955,0.0024618127,0.00088732596,0.27200252,0.00073019264,0.000082469356,0.0006204863,0.000015670737,0.000604031],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530846,0.0005726369,0.0010292137,0.0006439668,0.0007562474,0.0016894704],"domain_scores_gemma":[0.996259,0.0001820629,0.0003302488,0.00091446517,0.00032802686,0.0019862037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013504223,0.00033134458,0.00079269754,0.00007926686,0.00058545923,0.000117424504,0.0003710778,0.00018232084,0.00012478781],"category_scores_gemma":[0.0007643068,0.000249667,0.00017337655,0.0019291571,0.000116988864,0.000119911965,0.00012129788,0.00040420805,0.0001462403],"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":true,"study_design_scores_codex":[0.00008811993,0.0008311724,0.11507084,0.00048140434,0.0000955452,0.0000039490697,0.00015709519,6.1833845e-7,3.7378877e-7,0.058379456,0.5711952,0.2536962],"study_design_scores_gemma":[0.0012199517,0.00025729375,0.26903617,0.0007475731,0.000037288883,0.000040940296,0.0015611474,0.00015378091,7.9657195e-7,0.018775476,0.70795953,0.00021006711],"about_ca_topic_score_codex":0.040397618,"about_ca_topic_score_gemma":0.005311172,"teacher_disagreement_score":0.65586543,"about_ca_system_score_codex":0.0055364217,"about_ca_system_score_gemma":0.04635705,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W4407961665","doi":"10.1097/acm.0000000000006006","title":"Fostering Global Research Collaborations: An Update on Duke-NUS Medical School, the Duke University and National University of Singapore Partnership","year":2025,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Casey House","funders":"","keywords":"General partnership; Medical education; Political science; Global health; Public relations; Sociology; Medicine; Health care","score_opus":0.16064895622912456,"score_gpt":0.44359690577224886,"score_spread":0.2829479495431243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407961665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78888404,0.001692984,0.00013326303,0.1442993,0.00027082386,0.0005533286,0.000037058173,0.00005894225,0.06407024],"genre_scores_gemma":[0.99207366,0.001735651,0.000030009593,0.0049425843,0.00019844569,5.0263816e-7,0.000047212106,0.00000389642,0.00096803077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977145,0.0004043441,0.00025785583,0.0002939016,0.0009856069,0.00034375474],"domain_scores_gemma":[0.99783504,0.00066589407,0.000079805635,0.00022197541,0.00054873276,0.0006485803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003538066,0.000109491535,0.00029472477,0.00020482896,0.00040182009,0.0000034342029,0.0002449577,0.0002890503,0.0002199575],"category_scores_gemma":[0.00410653,0.00008462717,0.000023421691,0.0012255366,0.0008098576,0.00010653261,0.0002105608,0.0009085213,0.000011851718],"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":[0.00467364,0.00012093461,0.10887669,0.0005785238,0.00017677517,0.00038590975,0.0015703939,0.00001129899,0.00030501068,0.46146727,0.40252408,0.019309461],"study_design_scores_gemma":[0.01271985,0.001586987,0.17014691,0.0052088704,0.0003270584,0.00025265108,0.047436498,0.002833606,0.0001362143,0.026910221,0.73204887,0.00039227997],"about_ca_topic_score_codex":0.0003382099,"about_ca_topic_score_gemma":0.00018543187,"teacher_disagreement_score":0.43455705,"about_ca_system_score_codex":0.00036625023,"about_ca_system_score_gemma":0.0020497823,"threshold_uncertainty_score":0.49161965},"labels":[],"label_agreement":null},{"id":"W4408045168","doi":"10.1101/2025.02.27.25323020","title":"Global Learning Opportunities Within Social Innovation in Health (GLOWS): Modified Delphi Process to Identify and Pilot Core Competencies for Learning","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Health and Surgery","field":"Medicine","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":"London Health Sciences Centre; Western University","funders":"UNICEF; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Delphi method; Core competency; Core (optical fiber); Process (computing); Delphi; Knowledge management; Psychology; Business; Process management; Engineering; Computer science; Marketing; Artificial intelligence","score_opus":0.19282707619894318,"score_gpt":0.42530502726073316,"score_spread":0.23247795106178998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408045168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98842424,0.00047626646,0.0021730443,0.005514377,0.00066242716,0.0016575457,0.00007921395,0.00016426422,0.0008486194],"genre_scores_gemma":[0.99488133,0.00013666376,0.0007984091,0.0025565107,0.00020083136,0.0002764463,0.00045599992,0.000022282979,0.0006714956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689084,0.00017975173,0.0012595177,0.0005914482,0.00043680248,0.00064164563],"domain_scores_gemma":[0.99824953,0.00016169748,0.0005816523,0.00015280455,0.0006114169,0.00024292078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027762204,0.00033438177,0.0009446347,0.00052293146,0.00037500454,0.00006244508,0.00014111718,0.00025443546,0.000005543776],"category_scores_gemma":[0.0016963482,0.00034824148,0.0000677519,0.00077764795,0.00008996184,0.00006319078,0.00022800574,0.00091882807,0.0000011991767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030949092,0.00027386975,0.9108263,0.02622971,0.00012368086,0.00007259532,0.010671611,0.0096465675,0.000087553824,0.01870517,0.0014408142,0.018827219],"study_design_scores_gemma":[0.0056707007,0.0024344204,0.90296507,0.01019444,0.00015733259,0.00006576926,0.023165282,0.02802785,0.000035516932,0.013758442,0.012155357,0.0013698112],"about_ca_topic_score_codex":0.00080069964,"about_ca_topic_score_gemma":0.00036487269,"teacher_disagreement_score":0.018381283,"about_ca_system_score_codex":0.00039749208,"about_ca_system_score_gemma":0.0022157487,"threshold_uncertainty_score":0.99989694},"labels":[],"label_agreement":null},{"id":"W4408164567","doi":"10.1503/cjs.004823","title":"Joint rounds as a method to partner surgical residency programs and enhance global surgical training: the Guyana–UBC joint rounds project","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Vancouver General Hospital; Royal Inland Hospital; University of British Columbia","funders":"","keywords":"Medicine; Joint (building); Residency training; Medical education; Training (meteorology); Continuing education","score_opus":0.10154723118361657,"score_gpt":0.3863429758380344,"score_spread":0.2847957446544178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408164567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128237,0.008556076,0.0002787288,0.052911833,0.0018718437,0.00092276017,0.000023113093,0.000040654337,0.022571295],"genre_scores_gemma":[0.9922048,0.00027682522,0.0009794332,0.0035261442,0.00066852744,0.000038487688,0.0000104674955,0.000026193735,0.002269112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99544924,0.0005924801,0.0015094806,0.00043718328,0.00062899844,0.0013826137],"domain_scores_gemma":[0.9953675,0.00078978646,0.00034268087,0.0003967989,0.00054237,0.002560812],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061594592,0.00035943932,0.0013261153,0.00061644684,0.0003640769,0.00021369051,0.00018294499,0.00026365032,0.000099658355],"category_scores_gemma":[0.0014361194,0.00024823833,0.0005797899,0.0015149283,0.00025130573,0.00018596853,0.00004076127,0.0007408031,0.000010765822],"study_design_candidate":"not_applicable","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":[0.002178601,0.00023639188,0.24572611,0.00051629567,0.0006179033,0.030840605,0.0019410024,0.00000923452,0.00002384068,0.011969476,0.23909748,0.46684307],"study_design_scores_gemma":[0.0011572993,0.0005016979,0.08156871,0.0019894575,0.00022516871,0.018510755,0.0020713657,0.000031223863,0.00006923114,0.0024176275,0.891025,0.00043244666],"about_ca_topic_score_codex":0.012364936,"about_ca_topic_score_gemma":0.010346983,"teacher_disagreement_score":0.65192753,"about_ca_system_score_codex":0.0007488,"about_ca_system_score_gemma":0.018807266,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W4408189229","doi":"10.5771/9781442224841","title":"The Changing Landscape of Global Health Diplomacy","year":2013,"lang":"en","type":"book","venue":"Rowman & Littlefield Publishers eBooks","topic":"Global Health and Surgery","field":"Medicine","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":"Diplomacy; Geography; Political science; Environmental planning; Law; Politics","score_opus":0.012519970771062584,"score_gpt":0.28504518938262213,"score_spread":0.27252521861155954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408189229","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":[0.0009020258,0.0062805526,0.000025244695,0.0057765627,0.0014687598,0.0011456738,0.000049270155,0.00014877632,0.98420316],"genre_scores_gemma":[0.040055268,0.00014016926,0.000106434214,0.009713038,0.0016060125,0.00009039596,0.00023708217,0.00008746279,0.94796413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625635,0.000102146994,0.0010132368,0.0005096242,0.0007888108,0.0013298139],"domain_scores_gemma":[0.99688464,0.00033462464,0.0006305227,0.0010321849,0.00033573614,0.00078228867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010217133,0.0004631265,0.0010618272,0.00017580035,0.00032437462,0.00024948566,0.00043223068,0.00058132416,0.00025247468],"category_scores_gemma":[0.00021213193,0.00033240544,0.00047003597,0.00014483008,0.00018348733,0.00012870878,0.00019478556,0.00084796536,0.00007010666],"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":[0.000107211126,0.000024300096,0.00087163126,0.0007454662,0.00016700251,0.000021667272,0.00025896693,1.3008956e-7,3.6332474e-7,0.051523983,0.8902988,0.055980504],"study_design_scores_gemma":[0.0008606714,0.00038011916,0.0015552294,0.00091135205,0.000098113895,0.0000754692,0.00047286812,0.000019993735,0.0000034102777,0.015017479,0.9802704,0.0003349185],"about_ca_topic_score_codex":0.0002788223,"about_ca_topic_score_gemma":0.00007554075,"teacher_disagreement_score":0.0899716,"about_ca_system_score_codex":0.00044148802,"about_ca_system_score_gemma":0.003818487,"threshold_uncertainty_score":0.9999128},"labels":[],"label_agreement":null},{"id":"W4408245405","doi":"10.1002/wjs.12544","title":"On the Shoulders of Giants: The Specialist Surgeon Workforce in East, Central and Southern Africa","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Shoulders; Cardiothoracic surgery; Medicine; Abdominal surgery; Workforce; Vascular surgery; Cardiac surgery; General surgery; Surgery; Political science; Law","score_opus":0.043410717916363126,"score_gpt":0.28398087784178444,"score_spread":0.2405701599254213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408245405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94506437,0.0047495943,0.000021399472,0.034378678,0.0010917262,0.0001818519,0.000009107913,0.0000058046026,0.014497468],"genre_scores_gemma":[0.9956629,0.0004806367,0.000006976283,0.002103706,0.0001750108,0.0000014537097,7.634624e-7,0.000008495345,0.0015600225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818885,0.00019242144,0.00075665873,0.00010002123,0.00035413745,0.0004079048],"domain_scores_gemma":[0.9970358,0.002206662,0.00031977714,0.000187545,0.000103419996,0.00014677735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021332512,0.0001249358,0.0005061323,0.0003989719,0.00008012884,0.000017297627,0.0000946099,0.00004695953,0.00010289801],"category_scores_gemma":[0.0007143598,0.00006559888,0.00022722787,0.00078581873,0.00016613885,0.00004250426,0.000021567363,0.00045065276,0.0000020220803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030636734,0.00030270204,0.7876252,0.00017760089,0.00012476226,0.0003184872,0.0011300133,0.000076027456,0.000042734253,0.005812304,0.16506584,0.036260676],"study_design_scores_gemma":[0.0015900838,0.00009361969,0.83858097,0.00610206,0.00017298748,0.00016032156,0.005235412,0.00012282528,0.00012175435,0.004127102,0.14343867,0.00025419059],"about_ca_topic_score_codex":0.00005986812,"about_ca_topic_score_gemma":0.00011209422,"teacher_disagreement_score":0.050955784,"about_ca_system_score_codex":0.000074857264,"about_ca_system_score_gemma":0.00038871646,"threshold_uncertainty_score":0.26750445},"labels":[],"label_agreement":null},{"id":"W4408277490","doi":"10.1080/02255189.2024.2436149","title":"Mind the gap: response to our critics","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Global Health and Surgery","field":"Medicine","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":"York University","funders":"","keywords":"Psychology","score_opus":0.06918208640719531,"score_gpt":0.3177337718012126,"score_spread":0.24855168539401729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408277490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5036151,0.03801941,0.00019220091,0.4363192,0.020130618,0.0008902325,0.00006787982,0.0000062793047,0.00075905246],"genre_scores_gemma":[0.9547081,0.0022727319,0.0041113724,0.023694817,0.0012890039,0.00007168624,0.000010102473,0.000057433263,0.013784753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929717,0.00048442255,0.002420475,0.0005592015,0.00034935737,0.003214843],"domain_scores_gemma":[0.99019974,0.0007331414,0.00048566013,0.0005827727,0.0027460868,0.0052525755],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0072994228,0.00070033007,0.0013817967,0.0015214679,0.0013601453,0.00011830577,0.0008246491,0.00025233513,0.00017997126],"category_scores_gemma":[0.006548436,0.00061036914,0.00029373288,0.0017048342,0.00026120493,0.00013273316,0.00016933883,0.00085518905,0.00015288968],"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":[0.0016813249,0.00026985083,0.074285895,0.0023233898,0.005180667,0.014200666,0.06809271,0.00024742968,0.00005156998,0.012084704,0.6852551,0.13632672],"study_design_scores_gemma":[0.001403919,0.00044915464,0.09623549,0.006095818,0.00045064095,0.00064593734,0.049548786,0.000008053647,0.0001090098,0.00018017505,0.8443892,0.0004837857],"about_ca_topic_score_codex":0.0067610648,"about_ca_topic_score_gemma":0.57943213,"teacher_disagreement_score":0.57267106,"about_ca_system_score_codex":0.017853893,"about_ca_system_score_gemma":0.04252078,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W4408299115","doi":"10.38140/aa.v0i1.1102","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Acta Academica Critical views on society culture and politics","topic":"Global Health and Surgery","field":"Medicine","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":"Medical Research Council; National Research Foundation; Australian Agency for International Development; United States Agency for International Development; International Development Research Centre; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Philosophy","score_opus":0.02949497240754289,"score_gpt":0.35864171664828076,"score_spread":0.32914674424073787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408299115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60003763,0.020057704,0.00017418744,0.17966835,0.00077609014,0.0012937874,0.0003546708,0.00050515146,0.19713245],"genre_scores_gemma":[0.9144239,0.0020304155,0.0017065462,0.07479227,0.0014145685,0.00001443237,0.00006652116,0.000022609202,0.005528724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982046,0.00004683328,0.0003746682,0.00030363898,0.0003023033,0.0007679573],"domain_scores_gemma":[0.9988236,0.00026692834,0.00003259209,0.00018662059,0.00010607881,0.0005842188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020863615,0.00021451994,0.00039317895,0.000013789229,0.00019152097,0.000022157574,0.000067383335,0.0005788836,0.00005023312],"category_scores_gemma":[0.00029930848,0.00015672154,0.00022951693,0.00011895575,0.0002764468,0.00007428501,0.0000324733,0.0009123577,0.000048721042],"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":[0.000025696247,0.00017347232,0.001880247,0.00046115083,0.000019691963,0.000009794415,0.00034401013,6.278594e-8,0.0028052276,0.22194137,0.7720032,0.0003361304],"study_design_scores_gemma":[0.00042608954,0.00014777065,0.0027549728,0.00014380754,0.00009176409,0.00008617048,0.00022098854,0.00003087854,0.0008902956,0.0068059904,0.9882226,0.00017868148],"about_ca_topic_score_codex":0.000022199813,"about_ca_topic_score_gemma":4.6359037e-7,"teacher_disagreement_score":0.3143863,"about_ca_system_score_codex":0.000068743204,"about_ca_system_score_gemma":0.00007407785,"threshold_uncertainty_score":0.6390919},"labels":[],"label_agreement":null},{"id":"W4408444003","doi":"10.1213/ane.0000000000007485","title":"In Response","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","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 Joseph's Health Centre; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine","score_opus":0.010002787317920746,"score_gpt":0.3026834587104885,"score_spread":0.29268067139256776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408444003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94328797,0.00078267226,0.0000148572335,0.05039329,0.000039004026,0.00016675625,1.6186834e-7,0.00004105148,0.0052742427],"genre_scores_gemma":[0.96713775,0.0000630585,0.00012896108,0.026491804,0.000027806413,0.0000135302425,0.0000030109566,0.00000684814,0.00612725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898595,0.00011418332,0.00024284741,0.00018689714,0.00013038375,0.0003397274],"domain_scores_gemma":[0.9993997,0.00014948327,0.000024797908,0.0002543873,0.000039740975,0.00013189082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065961556,0.000097804645,0.00026029017,0.00030019213,0.000036787234,0.0000073024394,0.00005784558,0.00009472396,0.00009918502],"category_scores_gemma":[0.00011717148,0.000087742905,0.00007213137,0.00062525884,0.00003446897,0.00004423194,0.000006969639,0.00013852572,0.00013519768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011346379,0.00042581774,0.78604704,0.0002779967,0.00003499774,0.01258332,0.00018950313,0.0000039161832,0.001025174,0.0188846,0.16150995,0.007671301],"study_design_scores_gemma":[0.00057298306,0.00007330445,0.80077827,0.00011863092,0.000014779188,0.00026602868,0.000053173528,0.000044675402,0.00016649689,0.0005316982,0.19731648,0.00006346845],"about_ca_topic_score_codex":0.00016351453,"about_ca_topic_score_gemma":0.000015477493,"teacher_disagreement_score":0.035806537,"about_ca_system_score_codex":0.000084813335,"about_ca_system_score_gemma":0.00035441623,"threshold_uncertainty_score":0.3578052},"labels":[],"label_agreement":null},{"id":"W4408584287","doi":"10.1080/00083968.2025.2468024","title":"Who Counts? Ghanaian Academic Publishing and Global Science","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Global Health and Surgery","field":"Medicine","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":"Publishing; Scientific publishing; Library science; Political science; Mathematics education; Geography; Sociology; Computer science; Psychology","score_opus":0.03632405361776997,"score_gpt":0.29618407118510237,"score_spread":0.2598600175673324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408584287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8929211,0.036782056,0.00001673725,0.014597412,0.0013832197,0.00020102733,0.00006339982,0.000016694328,0.05401834],"genre_scores_gemma":[0.9959384,0.0010362171,0.00027985853,0.0016287916,0.00024940228,0.000003650093,9.164687e-7,0.000009811028,0.0008529144],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998029,0.00003424466,0.0005274141,0.0002597894,0.00015833188,0.0009912066],"domain_scores_gemma":[0.99616945,0.00015298562,0.0002060444,0.0001995856,0.0013218491,0.0019501046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012490549,0.00019282276,0.0006009756,0.000728463,0.0004982706,0.00012263277,0.00031979525,0.00009755536,0.000015990043],"category_scores_gemma":[0.0048507163,0.00016851588,0.00009094732,0.0019984862,0.0012422296,0.00039560907,0.00005160468,0.00038223434,0.000002274828],"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":[0.00024893478,0.000047283054,0.45979178,0.0022092247,0.0011097617,0.0037813317,0.014336774,0.000018429488,0.000103449194,0.2547548,0.14136165,0.12223658],"study_design_scores_gemma":[0.0010002921,0.00043030357,0.2205409,0.002910453,0.0003774024,0.0022028824,0.030198734,0.000061489794,0.000010003746,0.00859388,0.73322153,0.00045211005],"about_ca_topic_score_codex":0.0071561323,"about_ca_topic_score_gemma":0.11913178,"teacher_disagreement_score":0.5918599,"about_ca_system_score_codex":0.0022838237,"about_ca_system_score_gemma":0.0040471535,"threshold_uncertainty_score":0.9994553},"labels":[],"label_agreement":null},{"id":"W4408732224","doi":"10.1097/gox.0000000000006575","title":"How to Start WALANT Procedure Room Surgery Like Ghana to Improve Access and Affordability","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Business; Medicine; Surgery; Operations management; Economics","score_opus":0.023898504491354364,"score_gpt":0.309165509902337,"score_spread":0.2852670054109826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408732224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97929686,0.0002204694,0.00070986594,0.007360897,0.004861301,0.0029781011,0.0007712679,0.000116896575,0.0036843356],"genre_scores_gemma":[0.99268794,0.000038089885,0.0010013842,0.0051220055,0.0001614532,0.00033945078,0.000066883134,0.000027023903,0.0005557466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565727,0.00019461724,0.0009312048,0.0013849988,0.0004855244,0.0013464119],"domain_scores_gemma":[0.9933599,0.0035199365,0.0002325647,0.0006742824,0.0005951777,0.0016181209],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014441116,0.00056665123,0.0017985108,0.00043592724,0.00028494175,0.0005859195,0.00040691448,0.0002522936,0.00009589979],"category_scores_gemma":[0.008656812,0.00050057884,0.00027048384,0.001763077,0.00017182615,0.0007225284,0.0009355796,0.0003195838,0.00004219295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003270063,0.00017408899,0.85957956,0.0007073957,0.00019981852,0.00011006423,0.000034322624,0.0000024459227,0.000045406534,0.00042442256,0.0536469,0.0818055],"study_design_scores_gemma":[0.00087258365,0.00023017419,0.9689878,0.0017110013,0.00021019926,0.00036903963,0.0008408822,0.000080876045,0.00046147726,0.002268211,0.023122514,0.00084522145],"about_ca_topic_score_codex":0.0010128509,"about_ca_topic_score_gemma":0.0009824486,"teacher_disagreement_score":0.109408244,"about_ca_system_score_codex":0.0007310433,"about_ca_system_score_gemma":0.0031434423,"threshold_uncertainty_score":0.9997446},"labels":[],"label_agreement":null},{"id":"W4408732647","doi":"10.1097/gox.0000000000006572","title":"WALANT Decreases Costs of Surgery to Increase Access and Help Alleviate Poverty in East Africa","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Global Health and Surgery","field":"Medicine","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":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Tourniquet; Medicine; Sedation; Surgery; Local anesthesia","score_opus":0.03981924409790247,"score_gpt":0.3229289908390314,"score_spread":0.283109746741129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408732647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790938,0.0005637222,0.000081432256,0.0006913405,0.001112516,0.0010650866,0.0005400662,0.00003613113,0.016815925],"genre_scores_gemma":[0.99781704,0.00024160832,0.00029510967,0.0013849642,0.000037692756,0.00009035161,0.00005117235,0.000015161263,0.00006692944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965862,0.00031534274,0.0011565197,0.00071775744,0.00036163616,0.00086252706],"domain_scores_gemma":[0.9920105,0.006090179,0.0002848676,0.00038768284,0.00033421497,0.0008925646],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012530823,0.00038252678,0.0017124077,0.0005971517,0.00009612824,0.000097636475,0.000285168,0.0001692722,0.00017287157],"category_scores_gemma":[0.009990658,0.00034370463,0.00020026966,0.0016458879,0.00020022893,0.0004109846,0.00062945066,0.00019786075,0.00002123396],"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":[0.004844138,0.00027414816,0.9427228,0.0002970427,0.00013639635,0.00027375703,0.000019529183,0.0000041501553,0.000020284759,0.00079038943,0.015800068,0.034817312],"study_design_scores_gemma":[0.0010710373,0.000058031655,0.99095494,0.0033937406,0.000108794484,0.0003291199,0.0002864695,0.00008510634,0.00012084402,0.001405973,0.0018322059,0.00035376637],"about_ca_topic_score_codex":0.007922671,"about_ca_topic_score_gemma":0.0010884803,"teacher_disagreement_score":0.048232127,"about_ca_system_score_codex":0.00052879704,"about_ca_system_score_gemma":0.0022521757,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4408844393","doi":"10.1186/s12961-024-01229-0","title":"Building Resilient and Responsive Health Research Systems:Responses and the Lessons Learned from the COVID-19 Pandemic","year":2025,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"London Health Sciences Centre; McMaster University; Impact; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Public health; Health administration; Preparedness; Health services research; Pandemic; Stakeholder engagement; Business; Stakeholder; Capacity building; Public relations; Environmental resource management; Knowledge management; Process management; Medicine; Political science; Coronavirus disease 2019 (COVID-19); Nursing; Computer science; Infectious disease (medical specialty); Disease; Economics","score_opus":0.7644186594306666,"score_gpt":0.6615222525657213,"score_spread":0.10289640686494528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408844393","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":[0.00029778847,0.8266127,0.000018286226,0.16052586,0.00036831383,0.010821636,0.0010244963,0.00007246789,0.00025844402],"genre_scores_gemma":[0.0014979254,0.9834278,0.000014110693,0.0066736257,0.001483474,0.0017655407,0.00008230426,0.00006987767,0.0049853227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9106774,0.07804076,0.0026676988,0.0017280999,0.003048921,0.0038371533],"domain_scores_gemma":[0.84548944,0.1458288,0.00085520913,0.002061903,0.0010846701,0.0046799937],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12451534,0.0006606733,0.0043816157,0.0020435546,0.00547608,0.00065233564,0.0005990746,0.0007349131,0.0000039370616],"category_scores_gemma":[0.07991422,0.00035250044,0.00024830672,0.0028593412,0.0026192383,0.00007552918,0.0009278646,0.0050340453,0.000016673273],"study_design_candidate":"not_applicable","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":[0.004484407,0.00008049106,0.00041037772,0.27603707,0.00031654077,0.00014043706,0.003924302,0.0000015548434,3.0541707e-7,0.11378642,0.16729689,0.4335212],"study_design_scores_gemma":[0.0017414303,0.00047023216,0.00016736561,0.04766744,0.00005592011,0.0008988424,0.0040958105,0.000073665826,9.37091e-9,0.00084484403,0.9437841,0.0002003062],"about_ca_topic_score_codex":0.18678328,"about_ca_topic_score_gemma":0.0013971465,"teacher_disagreement_score":0.77648723,"about_ca_system_score_codex":0.0033037057,"about_ca_system_score_gemma":0.055702202,"threshold_uncertainty_score":0.9998927},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4408880283","doi":"10.1053/j.jvca.2025.03.039","title":"Mapping the Global Cardiac Anesthesia Workforce","year":2025,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Institute for Work & Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Workforce; Anesthesia","score_opus":0.02075007446846508,"score_gpt":0.28650944281892576,"score_spread":0.26575936835046066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408880283","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":[0.02108357,0.10585584,0.000883604,0.86759275,0.00068230217,0.0008942598,0.000007252931,0.00005673413,0.002943696],"genre_scores_gemma":[0.012761946,0.015382006,0.00089944527,0.95615673,0.012332593,0.000023361556,0.000055302302,0.00009696251,0.0022916305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957578,0.0007124421,0.0010569497,0.0003828146,0.0013045694,0.00078542024],"domain_scores_gemma":[0.9974499,0.0002862147,0.0006181535,0.00074749097,0.0005555864,0.00034266888],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024898534,0.0005495706,0.0022193848,0.0002698389,0.0002407897,0.00012582063,0.00033020249,0.0010411144,0.0000113039305],"category_scores_gemma":[0.00014349577,0.0003518817,0.0023060045,0.00065669,0.00016971721,0.00011350823,0.000034617457,0.0022923825,0.000008960611],"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":[0.00017166897,0.000023914787,0.022689085,0.0013262735,0.0013408215,0.014240961,0.00010800683,0.0000066293924,9.238208e-7,0.00007028479,0.93399215,0.02602929],"study_design_scores_gemma":[0.00040413276,0.00012767111,0.019477354,0.0015145836,0.00140996,0.023161937,0.00016045614,0.000011236499,0.000001964943,0.00012242625,0.95332646,0.0002818003],"about_ca_topic_score_codex":0.000025756366,"about_ca_topic_score_gemma":1.5448984e-7,"teacher_disagreement_score":0.09047383,"about_ca_system_score_codex":0.00030995172,"about_ca_system_score_gemma":0.0011204563,"threshold_uncertainty_score":0.9998933},"labels":[],"label_agreement":null},{"id":"W4409058508","doi":"10.24908/cmj.v23i4.17685","title":"Forward Surgical Teams: Critical Assets for Future Land Operations","year":2025,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Armed Forces; Ministère de la Défense Nationale; Government of Canada","keywords":"Business; Process management; Operations management; Environmental resource management; Computer science; Engineering; Environmental science","score_opus":0.008349279639259336,"score_gpt":0.31363750995678763,"score_spread":0.3052882303175283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409058508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69270545,0.028119067,0.00086635334,0.2587631,0.0055141104,0.0008135433,0.0005774302,0.000040782226,0.012600134],"genre_scores_gemma":[0.97950834,0.00048765697,0.0021890085,0.013439404,0.0023423396,0.000024557181,0.0001134475,0.000015069479,0.0018801863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987347,0.000049959268,0.00031176902,0.00015263687,0.00012867578,0.0006222193],"domain_scores_gemma":[0.99767226,0.0001538617,0.0000070778237,0.00014121892,0.00027441038,0.0017511535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004459382,0.00010887126,0.0002549412,0.00024923997,0.00049453776,0.000020628962,0.00007188573,0.00015152353,0.00032409583],"category_scores_gemma":[0.00047786604,0.000092050854,0.00016520839,0.00016043124,0.000055949462,0.00008473991,0.0000059249815,0.00039675756,0.000016404285],"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":[0.00039521293,0.00009543706,0.11392085,0.00030126635,0.00011620997,0.0021499807,0.00014393723,0.000038647773,0.000009231535,0.009980183,0.857419,0.015430006],"study_design_scores_gemma":[0.0013759917,0.00017651277,0.04703692,0.00016487317,0.00007911361,0.002091566,0.00049751485,0.0006964505,0.0000045921593,0.0010228091,0.94673467,0.0001190001],"about_ca_topic_score_codex":0.009867758,"about_ca_topic_score_gemma":0.11861761,"teacher_disagreement_score":0.28680286,"about_ca_system_score_codex":0.00040960519,"about_ca_system_score_gemma":0.0044683446,"threshold_uncertainty_score":0.9967256},"labels":[],"label_agreement":null},{"id":"W4409257777","doi":"10.1371/journal.pgph.0004428","title":"Protecting global health partnerships in the era of destructive nationalism","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Nationalism; Political science; Law; Politics","score_opus":0.08911610320013388,"score_gpt":0.3875309352022963,"score_spread":0.29841483200216246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409257777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49139106,0.0030809245,0.00043170826,0.4816919,0.00044118485,0.0029649744,0.00021395602,0.00012085813,0.019663433],"genre_scores_gemma":[0.9511805,0.00011160288,0.0008247522,0.04758406,0.00011343223,0.00010074067,0.00006297432,0.000006298589,0.00001564196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99525005,0.0011535,0.0010796585,0.00042624856,0.0008649502,0.0012256202],"domain_scores_gemma":[0.99795985,0.0002858953,0.00038335778,0.00041171507,0.00035407857,0.0006051046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004722002,0.00021871664,0.0006896808,0.00010959011,0.00030933414,0.00003742744,0.00025651645,0.00013961933,0.00001885529],"category_scores_gemma":[0.002581917,0.00016859299,0.00011780212,0.0025450287,0.00013007552,0.0001482922,0.00006111752,0.00067804323,0.00000925717],"study_design_candidate":"observational","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":[0.00035774897,0.0016304401,0.36302513,0.0029138592,0.0001326061,0.000026986216,0.0016162775,0.000006804213,0.0000016751894,0.47637084,0.01722273,0.13669488],"study_design_scores_gemma":[0.003058261,0.00075905584,0.92881227,0.0014142785,0.00001952022,0.00017483764,0.0043882607,0.00051538233,0.0000049842656,0.023741165,0.036865372,0.0002466478],"about_ca_topic_score_codex":0.0035869635,"about_ca_topic_score_gemma":0.0013337033,"teacher_disagreement_score":0.5657871,"about_ca_system_score_codex":0.0026224304,"about_ca_system_score_gemma":0.012336121,"threshold_uncertainty_score":0.993263},"labels":[],"label_agreement":null},{"id":"W4409340750","doi":"10.56367/oag-046-11487","title":"Towards Haudenosaunee research sovereignty: Investing in local research and training to support community development","year":2025,"lang":"en","type":"article","venue":"Open Access Government","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Training (meteorology); Sovereignty; Political science; Economic growth; Sociology; Geography; Economics; Law; Politics","score_opus":0.47461928675825255,"score_gpt":0.5620969519654082,"score_spread":0.08747766520715566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409340750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67691517,0.00006173814,0.00009505908,0.004133684,0.00008144399,0.0013044598,0.000008943225,0.00001165527,0.31738782],"genre_scores_gemma":[0.9922774,0.00003474867,0.0011562657,0.0032065576,0.000025215166,0.00027656273,0.000013279685,0.000014774977,0.0029952133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99541354,0.0006667897,0.0005692257,0.00041707457,0.0018726692,0.0010607172],"domain_scores_gemma":[0.99786407,0.0007607356,0.00004430173,0.0005038187,0.0002359928,0.0005910685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015793955,0.00015335418,0.0004398123,0.00026518802,0.0007052838,0.00051590503,0.0010373391,0.00010878349,0.00021937587],"category_scores_gemma":[0.001661186,0.00014398253,0.00001881785,0.0013103005,0.00020449118,0.00034699411,0.0053319503,0.0013910747,0.000030832438],"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":[0.001970097,0.0010665449,0.31690913,0.00094265875,0.00006540325,0.00035099185,0.007138646,0.000011903749,0.00019406066,0.023225514,0.041283,0.60684204],"study_design_scores_gemma":[0.002576827,0.00072785275,0.8468012,0.0020408833,0.000007691289,0.000019697187,0.028179022,0.000084995576,0.0036093374,0.0065635736,0.10912376,0.00026512338],"about_ca_topic_score_codex":0.008968058,"about_ca_topic_score_gemma":0.003637451,"teacher_disagreement_score":0.6065769,"about_ca_system_score_codex":0.0025579042,"about_ca_system_score_gemma":0.0029943762,"threshold_uncertainty_score":0.9976313},"labels":[],"label_agreement":null},{"id":"W4409356320","doi":"10.1177/27551938251322262","title":"I. Speeches from the 2023 Presentation of the IJSDOHS, 19th May 2023","year":2025,"lang":"en","type":"editorial","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Existentialism; Presentation (obstetrics); Equity (law); Health equity; Psychology; Business; Political science; Medicine; Law; Health care","score_opus":0.025114548573995137,"score_gpt":0.4063148752702201,"score_spread":0.38120032669622494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409356320","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":[0.15290788,0.03544033,0.000005871885,0.07460221,0.7319749,0.001319938,0.0033176634,0.000012056969,0.00041917802],"genre_scores_gemma":[0.26134148,0.06375874,0.00045748413,0.023805395,0.64747083,0.000027633696,0.00086826936,0.000086748725,0.0021834318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946956,0.00037514957,0.0024113269,0.00023213727,0.0018612337,0.0004245235],"domain_scores_gemma":[0.992129,0.001109312,0.004797406,0.00020311994,0.0014763005,0.00028481497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023745783,0.0002511287,0.0012605506,0.00020812779,0.0003057126,0.000033907236,0.0007084504,0.00038604988,0.000033600274],"category_scores_gemma":[0.0003157125,0.00015602417,0.00032622463,0.00022002583,0.00016013674,0.00013172791,0.00016664973,0.00088303006,0.000001883073],"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":[0.0014078956,0.00020449843,0.04415508,0.0070377938,0.00026474468,0.00002265332,0.0025636116,5.164292e-7,0.0000024244698,0.000045815283,0.8881271,0.0561679],"study_design_scores_gemma":[0.0026851112,0.0007090792,0.34905538,0.013170283,0.0001418612,0.000034222765,0.003934085,0.000028609547,0.000029662613,0.0006954912,0.6293465,0.00016971662],"about_ca_topic_score_codex":0.01945461,"about_ca_topic_score_gemma":0.0029144296,"teacher_disagreement_score":0.3049003,"about_ca_system_score_codex":0.0002845891,"about_ca_system_score_gemma":0.007458499,"threshold_uncertainty_score":0.9981683},"labels":[],"label_agreement":null},{"id":"W4409865369","doi":"10.1503/cmaj.241692","title":"Volunteer navigators to support people with life-limiting illness in the community","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Volunteer; Limiting; Medicine; World Wide Web; Computer science","score_opus":0.008714296916460924,"score_gpt":0.27579003917085276,"score_spread":0.26707574225439185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409865369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84825194,0.000036937057,0.000032777305,0.14309902,0.00044212752,0.00016494517,0.000008992858,0.000008172778,0.007955103],"genre_scores_gemma":[0.86590284,0.000012540471,0.000023285726,0.13352366,0.00026259356,0.000010174741,0.000011590499,0.0000054071293,0.0002479087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758726,0.0004375459,0.00038753747,0.000079800324,0.00092379574,0.00058405905],"domain_scores_gemma":[0.99709773,0.00049462344,0.00008896727,0.00013395022,0.00029183755,0.001892875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00524276,0.00008910418,0.000250015,0.00021077327,0.0004964433,0.000048911308,0.00019304507,0.00019290719,0.0004951698],"category_scores_gemma":[0.0057812613,0.00006068245,0.00005239491,0.00077562337,0.00002177486,0.00005009227,0.000013053482,0.0018397998,0.00004198246],"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":[0.000026748776,0.000035955985,0.8061548,0.00002393221,0.000025923673,0.00026761688,0.0019560885,0.0000018573742,2.5755403e-7,0.00014370741,0.18038958,0.010973545],"study_design_scores_gemma":[0.0008534529,0.00010400262,0.7190464,0.00029951902,0.000022312806,0.00029275956,0.009173535,0.00004042697,0.0000011498031,0.00004665304,0.270041,0.00007878037],"about_ca_topic_score_codex":0.021146065,"about_ca_topic_score_gemma":0.26005957,"teacher_disagreement_score":0.2389135,"about_ca_system_score_codex":0.0010240657,"about_ca_system_score_gemma":0.008131275,"threshold_uncertainty_score":0.9974917},"labels":[],"label_agreement":null},{"id":"W4409916543","doi":"10.1371/journal.pone.0321969","title":"Contextual challenges and impacts on the surgical ecosystem in Chiapas, Mexico: A qualitative study","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","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":"Thematic analysis; Context (archaeology); Medicine; Workaround; Health care; Qualitative research; Nursing; Referral; Workforce; Business; Political science; Geography; Sociology","score_opus":0.11300593992742973,"score_gpt":0.3628972332017495,"score_spread":0.24989129327431975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409916543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726258,0.003978445,1.4927423e-7,0.014467616,0.000034637775,0.0009731115,0.000011207927,0.000026192378,0.007882826],"genre_scores_gemma":[0.9980665,0.00077843724,0.000005083965,0.00083619304,0.000038306673,0.00007197214,0.0000024955618,0.0000059700683,0.00019503341],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99849033,0.00048583368,0.00027230146,0.00020391167,0.00027565844,0.0002719684],"domain_scores_gemma":[0.9982426,0.001332566,0.000041156898,0.00018799926,0.00005686969,0.00013877556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013192325,0.00011149406,0.00046340565,0.00009567313,0.00004847822,0.000007876418,0.000042756496,0.000057973863,0.000017133398],"category_scores_gemma":[0.00053770863,0.00006822706,0.000028675917,0.00012969614,0.00003019608,0.00002212917,0.000027634398,0.00022870036,0.000020228028],"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":[0.01701704,0.08962137,0.1631018,0.006147625,0.0036284823,0.0020094996,0.45286718,6.949242e-7,0.00034887725,0.24815021,0.004347609,0.01275961],"study_design_scores_gemma":[0.017177634,0.008370823,0.4129559,0.009422144,0.0003957209,0.000030389501,0.5462261,0.00033781244,0.00067105045,0.0022284768,0.0016911194,0.00049285055],"about_ca_topic_score_codex":0.00008185999,"about_ca_topic_score_gemma":0.00057765964,"teacher_disagreement_score":0.2498541,"about_ca_system_score_codex":0.00006762369,"about_ca_system_score_gemma":0.000102794314,"threshold_uncertainty_score":0.27822188},"labels":[],"label_agreement":null},{"id":"W4410022903","doi":"10.1016/s0140-6736(25)00757-3","title":"The Global North is increasingly unsafe for global health meetings","year":2025,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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; Centre for Global Health Research; McGill University Health Centre","funders":"","keywords":"Global health; Environmental health; Business; Environmental planning; Medicine; Environmental protection; Geography; Public health; Nursing","score_opus":0.024223258728792003,"score_gpt":0.360076052252317,"score_spread":0.335852793523525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410022903","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":[0.37299606,0.007840988,0.00050390634,0.55344427,0.0013642947,0.0014480636,0.0005218579,0.00020078786,0.061679788],"genre_scores_gemma":[0.8507028,0.0007751572,0.00053795474,0.14603457,0.0009822955,0.000046571495,0.000036759444,0.000007766909,0.0008761074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984531,0.0000935429,0.00030881356,0.00019333002,0.00020916203,0.00074208505],"domain_scores_gemma":[0.9988307,0.00026484567,0.00010380354,0.0005198192,0.00010791438,0.00017292434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011030401,0.00012815477,0.00043454464,0.000009056693,0.0005248629,0.00003606598,0.00025605815,0.000050706727,0.000005570362],"category_scores_gemma":[0.00042175513,0.00006831538,0.0001101797,0.00040400276,0.000098712684,0.000020126425,0.00005809008,0.00012376375,0.000020750556],"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":[0.0015833114,0.000036718313,0.29047745,0.00022591506,0.00005637741,0.0000027097715,0.000058574024,0.0000011458939,3.515531e-7,0.039961893,0.62445104,0.04314453],"study_design_scores_gemma":[0.0012161902,0.00009464958,0.31401694,0.00012004482,0.000029666884,0.000020036177,0.000075149284,0.000106990876,0.0000026796217,0.008857184,0.6754073,0.000053217187],"about_ca_topic_score_codex":0.0010940969,"about_ca_topic_score_gemma":0.0011447245,"teacher_disagreement_score":0.47770676,"about_ca_system_score_codex":0.00036466605,"about_ca_system_score_gemma":0.0008321094,"threshold_uncertainty_score":0.4036874},"labels":[],"label_agreement":null},{"id":"W4410064573","doi":"10.1016/j.xjon.2025.03.020","title":"Global surgery interest and engagement in Canadian thoracic surgery practice","year":2025,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Global Health and Surgery","field":"Medicine","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":"Surrey Memorial Hospital; University of Toronto; St Joseph's Health Centre; University of British Columbia","funders":"","keywords":"Cardiothoracic surgery; Medicine; General surgery; Surgery","score_opus":0.08208090426379608,"score_gpt":0.42527821108734626,"score_spread":0.3431973068235502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410064573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8348451,0.0016346307,0.0000064669935,0.040771402,0.0009665607,0.00095878285,0.00003415865,0.00002928187,0.12075358],"genre_scores_gemma":[0.9801427,0.000420247,0.00015329252,0.018279612,0.00004672119,0.000049033664,0.000041254585,0.000007859936,0.000859276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981576,0.0002905992,0.00044102708,0.0003197965,0.00013000083,0.00066095],"domain_scores_gemma":[0.9977101,0.0012190536,0.000072915784,0.00029842663,0.00009395172,0.0006055437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037524928,0.00014161717,0.00049126893,0.0003130961,0.00010986231,0.00010735961,0.000116867835,0.00010681829,0.000101916325],"category_scores_gemma":[0.0033133104,0.0001342008,0.000058811864,0.0007137776,0.00003860503,0.00027166045,0.00017010827,0.00021460015,0.000042167816],"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":[0.0005368545,0.000094986506,0.77644354,0.00021466013,0.000033028682,0.0007440584,0.00003588805,3.8090698e-7,8.4614413e-7,0.0012728601,0.15695208,0.06367082],"study_design_scores_gemma":[0.00015592501,0.000016635517,0.5108561,0.0004948582,0.000028416911,0.000057455734,0.00030070607,0.000019643165,0.0000069432185,0.00017742066,0.48778367,0.00010222927],"about_ca_topic_score_codex":0.47552085,"about_ca_topic_score_gemma":0.5434981,"teacher_disagreement_score":0.3308316,"about_ca_system_score_codex":0.0005979129,"about_ca_system_score_gemma":0.003430141,"threshold_uncertainty_score":0.60849226},"labels":[],"label_agreement":null},{"id":"W4410293018","doi":"10.1136/wjps-2025-001033","title":"Abandoning scientific colonization in pediatric global surgery: breaking barriers in knowledge dissemination to close gaps in surgical care","year":2025,"lang":"en","type":"article","venue":"World Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Health Network","funders":"Children's Hospital Foundation","keywords":"Colonization; Medicine; Pediatric surgery; Surgery; Geography","score_opus":0.010193666961823259,"score_gpt":0.31997705247577857,"score_spread":0.3097833855139553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410293018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754285,0.018276252,0.000011705005,0.00061762234,0.0039014816,0.00033956196,0.000010985646,0.000020124,0.0013937196],"genre_scores_gemma":[0.9971907,0.0014433773,0.0000463277,0.000117769756,0.000982229,0.0000151195245,0.000031379906,0.00001765466,0.00015545105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995623,0.0004289296,0.0020310048,0.0004286646,0.0006236133,0.0008647707],"domain_scores_gemma":[0.9950835,0.0031179707,0.0004921966,0.00021047943,0.0005513703,0.0005444802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0055960575,0.00026660963,0.0010884353,0.0073923846,0.00011725666,0.00007908856,0.00013773907,0.00017773561,0.000040760344],"category_scores_gemma":[0.004255715,0.00026820923,0.00031375122,0.0147444485,0.000039007027,0.00028728525,0.0000657713,0.0005653755,0.000008841124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071984745,0.00020741095,0.9687571,0.00053433084,0.000006264801,0.0013072066,0.00054400094,0.00010744333,0.000002276995,0.00007848547,0.016128117,0.011607536],"study_design_scores_gemma":[0.0010955087,0.000026325426,0.9918926,0.0008729927,0.00008333637,0.00007514558,0.0005653082,0.000053713553,0.000013140174,0.00005491564,0.00503555,0.00023147165],"about_ca_topic_score_codex":0.000100704994,"about_ca_topic_score_gemma":0.0022502772,"teacher_disagreement_score":0.023135513,"about_ca_system_score_codex":0.0016077996,"about_ca_system_score_gemma":0.003886141,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W4410386203","doi":"10.21226/ewjus894","title":"From the Editorial Team: Embarking on a New Chapter","year":2025,"lang":"en","type":"editorial","venue":"East/West Journal of Ukrainian Studies","topic":"Global Health and Surgery","field":"Medicine","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":"Computer science; Psychology","score_opus":0.033092735971747764,"score_gpt":0.34763590014364215,"score_spread":0.3145431641718944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410386203","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":[0.0005808037,0.019530788,0.0000033889555,0.010223227,0.9653188,0.00028761066,0.00016084901,0.000027162985,0.0038673987],"genre_scores_gemma":[0.0015760616,0.004101464,0.00014689358,0.0013673774,0.99057215,0.000005227574,0.00002812435,0.000045171597,0.0021575175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99510586,0.00016905912,0.001379476,0.00039967752,0.0022874328,0.000658498],"domain_scores_gemma":[0.99226236,0.0040006987,0.0011776151,0.0005054076,0.001529124,0.00052477967],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016360136,0.0005778588,0.0018765244,0.00027127095,0.00031785306,0.00006897678,0.00043110474,0.0006951057,0.00007721262],"category_scores_gemma":[0.010888091,0.00034689775,0.0006868498,0.00021718873,0.0001898848,0.00008231988,0.00016453693,0.002948916,0.0000731547],"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":[0.002047959,0.0000769082,0.00014208195,0.00013201177,0.0013446175,0.00022830482,0.006735185,0.0000010078622,0.000001937691,0.000014154462,0.98001546,0.009260358],"study_design_scores_gemma":[0.0027533737,0.0008340968,0.0003030738,0.00593993,0.0006804347,0.000022990878,0.001482779,4.0219686e-7,0.0000014344142,0.00024352,0.98750144,0.00023653152],"about_ca_topic_score_codex":0.00019291525,"about_ca_topic_score_gemma":0.000062724816,"teacher_disagreement_score":0.02525339,"about_ca_system_score_codex":0.00033870075,"about_ca_system_score_gemma":0.0028226995,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W4410512999","doi":"10.3899/jrheum.2025-0390.pv095","title":"HARNESSING VOLUNTEER NETWORKS TO DEVELOP A NEEDS ASSESSMENT PROTOCOL FOR PEER SUPPORT IN LUPUS CARE IN JAMAICA","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Global Health and Surgery","field":"Medicine","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; Protocol (science); Systemic lupus erythematosus; Volunteer; Peer support; Medical education; Gerontology; Family medicine; Nursing; Alternative medicine; Internal medicine; Pathology; Disease","score_opus":0.017871894719817667,"score_gpt":0.3692672289875308,"score_spread":0.35139533426771313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410512999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.901712,0.00019079717,0.011432287,0.031554446,0.0015465966,0.05149998,0.0000026076154,0.000015228302,0.0020460645],"genre_scores_gemma":[0.9865607,0.00001695792,0.001880853,0.0026278433,0.00001775661,0.008374019,0.0000036138529,0.0000132799905,0.0005049624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981785,0.00017539575,0.00089633215,0.00008654052,0.00020121443,0.0004620549],"domain_scores_gemma":[0.99839574,0.0003981845,0.00021958393,0.00014390404,0.000709152,0.0001334096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020439138,0.00012150697,0.0006044322,0.00048503827,0.000057670706,0.000010584529,0.00014695058,0.0001384015,0.000030541236],"category_scores_gemma":[0.0006217345,0.00007954637,0.000060261285,0.0007635203,0.00003604397,0.000047973434,0.00005060364,0.00045856243,0.0000020539758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031866275,0.00009258997,0.9385595,0.0004574777,0.000026495836,0.000040374784,0.0017719286,0.00028983547,0.0000054600555,0.00037005835,0.047243893,0.007955796],"study_design_scores_gemma":[0.021677056,0.001895348,0.5056371,0.0067734565,0.00011203497,0.0089187315,0.014026835,0.0033729693,0.000049490103,0.0006264929,0.43653002,0.00038047758],"about_ca_topic_score_codex":0.00012723562,"about_ca_topic_score_gemma":0.0004673711,"teacher_disagreement_score":0.4329224,"about_ca_system_score_codex":0.0003285828,"about_ca_system_score_gemma":0.0020593929,"threshold_uncertainty_score":0.36532745},"labels":[],"label_agreement":null},{"id":"W4410916719","doi":"10.1002/wjs.12631","title":"Strategies and Recommendations to Improve Accessibility of Essential Surgery in Rural Settings in OECD Countries: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal General Hospital; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Workforce; Telemedicine; Developing country; MEDLINE; Psychological intervention; Work (physics); Rural area; Nursing; Economic growth; Health care; Political science","score_opus":0.04575666353709455,"score_gpt":0.4143584076765576,"score_spread":0.36860174413946306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410916719","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":[0.0010369864,0.99349743,0.0000066728485,0.0028283526,0.0011799074,0.0012382459,0.000045375185,0.000008275958,0.00015877066],"genre_scores_gemma":[0.00048361445,0.99773794,0.00009424821,0.0013448643,0.00017581596,0.000047315792,0.000043129243,0.000021792846,0.00005129807],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9931168,0.00059501507,0.0049490687,0.00032589998,0.00044125284,0.00057195267],"domain_scores_gemma":[0.9894451,0.0072764116,0.002266715,0.00033005935,0.00034953916,0.0003321786],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0081579555,0.00040168647,0.0060594375,0.0026829182,0.000046845198,0.000059312642,0.0001414813,0.0001789863,0.00015785359],"category_scores_gemma":[0.0021960353,0.00032971942,0.0008459403,0.0016805533,0.00008599055,0.00045315304,0.00009642906,0.00086651684,0.0000028675156],"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":[0.00012685178,0.00010760765,0.005884848,0.47519583,0.000058611742,0.00016393402,0.000024021569,1.3144181e-7,2.7858002e-7,0.000015920255,0.012985743,0.50543624],"study_design_scores_gemma":[0.00017934304,0.000017881586,0.0008741334,0.8971136,0.00032831903,0.00012169483,0.00011239156,3.1279126e-7,0.0000011583384,0.000030390502,0.10100812,0.00021260885],"about_ca_topic_score_codex":0.000112636946,"about_ca_topic_score_gemma":0.0002713636,"teacher_disagreement_score":0.50522363,"about_ca_system_score_codex":0.00033140223,"about_ca_system_score_gemma":0.010246594,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4410981321","doi":"10.2196/59776","title":"Piloting the Extension for Community Healthcare Outcomes (ECHO) Pediatric Oncology Telehealth Education Program in Western Kenya: Implementation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Global Health and Surgery","field":"Medicine","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":"National Center for Advancing Translational Sciences","keywords":"Telehealth; Echo (communications protocol); Pediatric oncology; Radiation oncology; Healthcare delivery; Extension (predicate logic); Medicine; Telemedicine; Health care; Internal medicine; Computer science; Political science; Radiation therapy; Cancer; Computer security","score_opus":0.1558770322057273,"score_gpt":0.5934079717467521,"score_spread":0.4375309395410248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410981321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96952784,0.00023124143,0.000020735606,0.016181191,0.00032473364,0.013222042,0.0000126128225,0.000048419955,0.00043120323],"genre_scores_gemma":[0.992096,0.00011902142,0.00011271129,0.0014989359,0.00008151305,0.0058696773,0.000108842265,0.000010798376,0.000102471466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99558526,0.0022249855,0.00072126254,0.00019445244,0.00048186016,0.00079219317],"domain_scores_gemma":[0.99642557,0.0019767503,0.00015254407,0.00038536562,0.0008832278,0.00017656566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007868042,0.00013101319,0.00038904135,0.00065421866,0.0009455926,0.000034568788,0.00017938585,0.00009456096,0.000005178653],"category_scores_gemma":[0.0004510431,0.0000886431,0.00006207665,0.0012505429,0.0000658009,0.00016108972,0.00015254047,0.0012592181,0.0000101008445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035462863,0.0026701144,0.69319636,0.0009816034,0.000010361341,0.0000011486103,0.012670507,2.2810028e-7,0.0000012795173,0.00015197089,0.0028976342,0.28706414],"study_design_scores_gemma":[0.0019848384,0.0039570737,0.89745045,0.000087810775,0.0000102545455,0.0000028580273,0.09178811,0.000059024052,0.000004689854,0.00040829956,0.0041934126,0.000053160053],"about_ca_topic_score_codex":0.0043164757,"about_ca_topic_score_gemma":0.005616967,"teacher_disagreement_score":0.287011,"about_ca_system_score_codex":0.0010778854,"about_ca_system_score_gemma":0.0029551245,"threshold_uncertainty_score":0.72728294},"labels":[],"label_agreement":null},{"id":"W4411002209","doi":"10.1093/milmed/usaf217","title":"A Call for Comprehensive Reform of Military Medical Planning of NATO and Its Allies Based on Lessons From the Ukraine War—Cultural Context and the Human Factor","year":2025,"lang":"en","type":"article","venue":"Military Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Surrey Memorial Hospital","funders":"","keywords":"Military medicine; Context (archaeology); Political science; Navy; Military personnel; Factor (programming language); Public administration; Law; History; Computer science; Archaeology","score_opus":0.05978106938653013,"score_gpt":0.3704920633768792,"score_spread":0.31071099399034907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411002209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8210974,0.11876397,0.000019781553,0.058673065,0.000198077,0.00078063563,0.00022913824,0.000018340215,0.00021963847],"genre_scores_gemma":[0.9841354,0.001663132,0.00004019179,0.013719132,0.00013510301,0.000035850626,0.00019600241,0.000008827349,0.0000663698],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981748,0.00015235056,0.0006457886,0.0002736429,0.00047108225,0.00028237377],"domain_scores_gemma":[0.9958184,0.0033343863,0.00007542873,0.0002896386,0.00027204177,0.00021010738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000699653,0.00021233098,0.00088470185,0.000078748126,0.00019133688,5.123313e-7,0.0001370746,0.00013485232,0.000041182066],"category_scores_gemma":[0.0011194727,0.00009462161,0.00009903165,0.00013155262,0.0011403889,0.000028698325,0.000056937894,0.00031160435,2.6740537e-7],"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":[0.101288095,0.0020005598,0.0979907,0.02386582,0.004668251,0.0005348319,0.11846569,0.00009028199,0.01616448,0.026261203,0.54814833,0.060521733],"study_design_scores_gemma":[0.06280896,0.004485418,0.753283,0.01756896,0.0010612066,0.000056543275,0.082813874,0.037115928,0.000952871,0.001001784,0.038364697,0.00048676238],"about_ca_topic_score_codex":0.007988143,"about_ca_topic_score_gemma":0.00071972044,"teacher_disagreement_score":0.6552923,"about_ca_system_score_codex":0.000047166643,"about_ca_system_score_gemma":0.00015919487,"threshold_uncertainty_score":0.99861777},"labels":[],"label_agreement":null},{"id":"W4411096593","doi":"10.3390/healthcare13121360","title":"Launching the Global Health Network Middle East and North Africa Regional Network: A Path to Promote the Region’s Global Health Research Presence and Build Unity and Collaboration Towards Tackling Regional Public Health Priorities","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Global Health and Surgery","field":"Medicine","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; University of Waterloo","funders":"Canadian Institutes of Health Research; University of Oxford","keywords":"Public health; Capacity building; Action plan; Economic growth; Political science; Global health; Public relations; Global network; Medicine; Engineering","score_opus":0.2133060733746716,"score_gpt":0.4016443041888539,"score_spread":0.18833823081418227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411096593","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":[0.22300938,0.090106264,0.00041167508,0.6821161,0.00042663727,0.0035058623,0.00014493015,0.00010887693,0.00017026316],"genre_scores_gemma":[0.89865863,0.017090132,0.0018055566,0.08080703,0.001129253,0.00021220127,0.000118731135,0.000027972199,0.00015046139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913706,0.0026197277,0.00109265,0.0009967578,0.0012767519,0.002643491],"domain_scores_gemma":[0.9950565,0.00046182,0.0004055723,0.00074022386,0.0011771019,0.0021587887],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007167012,0.00040530122,0.0008757143,0.000106529755,0.0046114377,0.00031421502,0.00028268486,0.00019945232,0.0000013353647],"category_scores_gemma":[0.0008029647,0.00028782396,0.000063630105,0.0036995208,0.0005330038,0.00021654401,0.00043199668,0.0011269358,0.0000011980414],"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":[0.0012042606,0.00015812462,0.36343065,0.0048065633,0.00008825319,0.00003449701,0.013736079,0.000086985245,6.2365444e-8,0.09249615,0.34834912,0.17560926],"study_design_scores_gemma":[0.0010803749,0.0013816563,0.59935254,0.0035960926,0.000013050323,0.00046202322,0.012938368,0.0014075977,1.4962469e-8,0.008811286,0.37068534,0.00027169398],"about_ca_topic_score_codex":0.013274774,"about_ca_topic_score_gemma":0.032834042,"teacher_disagreement_score":0.6756493,"about_ca_system_score_codex":0.002247552,"about_ca_system_score_gemma":0.019099293,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W4411200572","doi":"10.2105/ajph.2025.308104","title":"An Insider’s (Plus Protégés’) Take on (North–South) Global Health During Troubled Times","year":2025,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Insider; Environmental health; Public health; Medicine; Political science; Psychology; Law; Pathology","score_opus":0.02792205193392323,"score_gpt":0.3651074832737589,"score_spread":0.3371854313398357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411200572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8635096,0.0009109481,0.0009802525,0.13103424,0.00064729684,0.00077773596,0.000036145248,0.00008984257,0.0020139206],"genre_scores_gemma":[0.95233315,0.00029950473,0.0012774074,0.04544245,0.00040390063,0.000012371338,0.000019239342,0.00002345672,0.0001885353],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946501,0.000887605,0.0017257191,0.00038881367,0.00082143676,0.0015263195],"domain_scores_gemma":[0.99422735,0.00010272758,0.00152823,0.0005265195,0.00050093053,0.0031142223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030043186,0.00031121142,0.001549137,0.00058516336,0.0003605207,0.00007131832,0.00027572506,0.000065679844,0.00006214781],"category_scores_gemma":[0.00051940663,0.0002545905,0.0002528548,0.0017418928,0.0002055741,0.00026877873,0.000035277415,0.00074980763,0.000018275228],"study_design_candidate":"observational","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":[0.0023248573,0.0012894926,0.3575988,0.0009760784,0.00029228872,0.00026849718,0.0021081693,0.00010245821,0.000005440344,0.0026170218,0.022714347,0.6097025],"study_design_scores_gemma":[0.0048474804,0.01032984,0.94515854,0.00079487864,0.000025833497,0.0008183554,0.003746752,0.00015429004,0.000004778893,0.00015446398,0.03370021,0.00026460428],"about_ca_topic_score_codex":0.0014062368,"about_ca_topic_score_gemma":0.00020105575,"teacher_disagreement_score":0.60943794,"about_ca_system_score_codex":0.0028300763,"about_ca_system_score_gemma":0.021732457,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W4411203491","doi":"10.1371/journal.pgph.0004762","title":"Global health is in crisis: How can Canada contribute?","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia; Simon Fraser University; Centre for Global Health Research; McGill University Health Centre","funders":"","keywords":"Political science; Environmental science","score_opus":0.02383985802088789,"score_gpt":0.321385294982993,"score_spread":0.2975454369621051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411203491","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":[0.06320091,0.0077999164,0.00018013037,0.9183471,0.00113907,0.001414868,0.002376989,0.00016569841,0.0053753005],"genre_scores_gemma":[0.66893446,0.000493439,0.00013122233,0.32995117,0.00010589991,0.000041148498,0.00017681508,0.000009335529,0.00015651996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99367243,0.00042985275,0.0010936877,0.0007801881,0.0010338275,0.0029899857],"domain_scores_gemma":[0.99532235,0.00008398647,0.0002969579,0.0006954615,0.00041317593,0.0031880457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015496316,0.0003996659,0.0013834399,0.0001637158,0.00029450707,0.00009018077,0.00029192847,0.00020779672,0.000057525885],"category_scores_gemma":[0.0009177788,0.00038682224,0.00013123828,0.002803524,0.000060415736,0.0001615442,0.00010948705,0.00041166085,0.000010079159],"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":[0.00008025521,0.00035624995,0.22907455,0.00083696056,0.00007038538,0.00007656034,0.000056282406,8.106028e-7,6.5061506e-8,0.009114287,0.7468552,0.013478394],"study_design_scores_gemma":[0.0035700898,0.000356582,0.35418984,0.0005904856,0.000018564459,0.00007696212,0.0016387498,0.00026343326,0.0000011381524,0.0012388377,0.6377294,0.00032593467],"about_ca_topic_score_codex":0.89409554,"about_ca_topic_score_gemma":0.92748797,"teacher_disagreement_score":0.6057335,"about_ca_system_score_codex":0.01812658,"about_ca_system_score_gemma":0.086148255,"threshold_uncertainty_score":0.9998584},"labels":[],"label_agreement":null},{"id":"W4411239911","doi":"10.1038/d41586-025-01646-3","title":"How to address gender equity in science in Africa","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Global Health and Surgery","field":"Medicine","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":"World Federation of Science Journalists","funders":"","keywords":"Gender equity; Equity (law); Political science; Sociology; Social science; Law","score_opus":0.04426062657206816,"score_gpt":0.3939515401135897,"score_spread":0.34969091354152154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411239911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7969457,0.0038458589,0.000015317928,0.033075728,0.0010617439,0.0004581501,0.0000073726665,0.000031036103,0.1645591],"genre_scores_gemma":[0.9889552,0.000013104751,0.00017345118,0.009309659,0.00003193614,0.000008402524,0.0000012956715,0.0000019267525,0.0015050003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990411,0.000013777978,0.00008727954,0.00019556712,0.0002612026,0.00040108553],"domain_scores_gemma":[0.99957585,0.00003729162,0.000009891157,0.00016095187,0.00006883636,0.00014719497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005539443,0.000053672993,0.00013563132,0.0003367373,0.000028303948,0.00001582692,0.00010966907,0.00032833076,0.000010355619],"category_scores_gemma":[0.000885042,0.000043980035,0.000017421726,0.0016498768,0.000033722677,0.000049628667,0.000091053036,0.0010125835,0.000005448906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009529636,0.0005450611,0.51074994,0.0011525663,0.000008362842,0.0007442321,0.0019144975,0.000017375181,0.007297423,0.024913268,0.3566223,0.09508199],"study_design_scores_gemma":[0.00056150754,0.000025016714,0.8662293,0.00021420424,0.0000028259647,0.0000037614946,0.00021046378,0.000047608704,0.00051829213,0.0008288089,0.13129298,0.000065209286],"about_ca_topic_score_codex":0.000025060515,"about_ca_topic_score_gemma":0.000104246,"teacher_disagreement_score":0.35547936,"about_ca_system_score_codex":0.00022326923,"about_ca_system_score_gemma":0.00053687533,"threshold_uncertainty_score":0.43992278},"labels":[],"label_agreement":null},{"id":"W4411263720","doi":"10.1177/21925682251351012","title":"AO Spine Knowledge Forums Promote Collaboration and Elevate the Impact of Research: A Bibliometric Analysis","year":2025,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; Sunnybrook Health Science Centre; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; SPINE (molecular biology); Bibliometrics; Medical education; Library science; Bioinformatics","score_opus":0.09769467432640065,"score_gpt":0.5203867898478505,"score_spread":0.4226921155214498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411263720","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":[0.0017897321,0.99339026,0.00015128413,0.0003714061,0.0002918404,0.001336032,0.00022331583,0.000018537236,0.0024275626],"genre_scores_gemma":[0.0012396403,0.99722785,0.00025293,0.00002905177,0.00047531334,0.000024373625,0.00010059037,0.000015262793,0.0006350123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99537545,0.00071941025,0.0015660452,0.00038903908,0.00097467855,0.00097539753],"domain_scores_gemma":[0.99551785,0.00013689285,0.0008528887,0.0005153376,0.0022332408,0.0007438027],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.005655528,0.00043099307,0.002825783,0.04145131,0.00035226153,0.00017503924,0.00031664566,0.0003767665,0.00008923296],"category_scores_gemma":[0.0030253083,0.00022840602,0.0013926282,0.31600735,0.00017477594,0.00012217455,0.00019251293,0.0011597242,0.000015255805],"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":[0.000054180582,0.00022441559,0.0015230569,0.012218297,0.0021904707,0.000073833275,0.000013001422,0.0000021477497,5.042989e-7,0.000098950346,0.018526109,0.965075],"study_design_scores_gemma":[0.0012320756,0.0021797174,0.052811183,0.023732584,0.007917542,0.0014781096,0.000046489848,0.00014378427,4.9711963e-7,0.00028850025,0.9098457,0.00032380395],"about_ca_topic_score_codex":0.00025896836,"about_ca_topic_score_gemma":0.000065725755,"teacher_disagreement_score":0.96475124,"about_ca_system_score_codex":0.0011981138,"about_ca_system_score_gemma":0.0065350765,"threshold_uncertainty_score":0.99909693},"labels":[],"label_agreement":null},{"id":"W4411272949","doi":"10.1371/journal.pgph.0004663","title":"The quest for equity in global health is underpinned by neocolonial discourses: A critical discourse analysis","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Simon Fraser University","funders":"","keywords":"Critical discourse analysis; Equity (law); Sociology; Political science; Discourse analysis; Gender studies; Linguistics; Politics; Philosophy; Law; Ideology","score_opus":0.059073056807071214,"score_gpt":0.4932372093708738,"score_spread":0.4341641525638026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411272949","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":[0.022712862,0.0059716594,0.00907546,0.9499209,0.0008702133,0.0031862687,0.002784072,0.00017252016,0.00530608],"genre_scores_gemma":[0.88771707,0.00043808736,0.00044201995,0.11033161,0.00019537308,0.00035359449,0.00035275036,0.000015084117,0.00015442345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99249834,0.00063232944,0.0015164538,0.0009249957,0.00091072253,0.0035171362],"domain_scores_gemma":[0.99543923,0.00067068246,0.0002788902,0.00082659046,0.00034965927,0.0024349596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037732641,0.0004143814,0.0014386547,0.00018971704,0.000903934,0.00025013098,0.00045623133,0.00024609893,0.000030312025],"category_scores_gemma":[0.0026264023,0.00031465795,0.0004472358,0.0037866998,0.0004635645,0.00022726902,0.00022124681,0.00041560465,0.000014217513],"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":true,"study_design_scores_codex":[0.00091941026,0.002898617,0.17712235,0.0013971517,0.0007085077,0.000015662046,0.0001701655,0.00000279004,4.9352866e-7,0.332517,0.42885324,0.055394605],"study_design_scores_gemma":[0.014240168,0.0043015955,0.3789636,0.0017264171,0.001246484,0.00006858067,0.009447468,0.015171398,0.0000040946134,0.064809956,0.50851023,0.0015100499],"about_ca_topic_score_codex":0.0088930195,"about_ca_topic_score_gemma":0.014283101,"teacher_disagreement_score":0.8650042,"about_ca_system_score_codex":0.006942527,"about_ca_system_score_gemma":0.017008312,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W4411519883","doi":"10.1002/wjs.12661","title":"Advancing Open‐Access Education for the Surgical Team Worldwide: The Development and Rollout of the United Nations Global Surgery Learning Hub (SURGhub)","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Medicine; Context (archaeology); Medical education; Perioperative; The Internet; Quality (philosophy); Nursing; Public relations; Surgery; Political science; World Wide Web; Computer science","score_opus":0.04559815177814923,"score_gpt":0.3871356662262931,"score_spread":0.34153751444814384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411519883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91595775,0.009058376,0.00031428086,0.061529268,0.00453376,0.0011271093,0.000008411976,0.000020953223,0.0074500656],"genre_scores_gemma":[0.9929833,0.001089995,0.00020715034,0.0026054136,0.00024239217,0.000044072447,0.000010288771,0.0000137020215,0.0028037147],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972284,0.00033428203,0.0013619543,0.0001739269,0.00047711146,0.0004243289],"domain_scores_gemma":[0.9861405,0.011596234,0.0009392064,0.00027684847,0.00082048244,0.00022674535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060531236,0.00018613739,0.00066184835,0.0010876042,0.00083782815,0.00015367563,0.00043077747,0.000059665275,0.000029455276],"category_scores_gemma":[0.0046353005,0.000095749376,0.0003590702,0.0046318807,0.00015012069,0.00028554891,0.00024141154,0.00047262604,6.500099e-7],"study_design_candidate":"observational","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":[0.00069165195,0.00021373686,0.800411,0.00024147068,0.00019566428,0.0000079658585,0.00013147034,0.00023365216,0.0000065775434,0.0018215732,0.117223404,0.07882185],"study_design_scores_gemma":[0.00040329143,0.000008648049,0.30530426,0.001564972,0.0001474969,0.00013984901,0.0006865638,0.00007318928,0.00011667931,0.0002995546,0.69115907,0.00009645277],"about_ca_topic_score_codex":0.00018818917,"about_ca_topic_score_gemma":0.000429072,"teacher_disagreement_score":0.5739356,"about_ca_system_score_codex":0.00024057557,"about_ca_system_score_gemma":0.006279586,"threshold_uncertainty_score":0.9993539},"labels":[],"label_agreement":null},{"id":"W4411549986","doi":"10.1136/bmjopen-2025-099213","title":"Understanding disparities in access to and quality of surgical care for African, Caribbean and Black communities in high-income countries with universal healthcare: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Alberta Health Services; ARC Resources (Canada); South Health Campus; Alberta Health; McGill University; University of Calgary","funders":"","keywords":"Medicine; Protocol (science); Health care; Quality (philosophy); Caribbean region; Public health; Economic growth; Nursing; Alternative medicine; Pathology; Latin Americans","score_opus":0.3592622451665694,"score_gpt":0.546882939649347,"score_spread":0.18762069448277757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411549986","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":[0.00002674587,0.58756036,0.0000072831162,0.0029692037,0.000024029125,0.40857208,0.00033941516,0.000008783778,0.00049209123],"genre_scores_gemma":[0.00044063508,0.8718043,0.000097713455,0.0004190424,0.000016116817,0.12705277,0.00012239488,0.000018975823,0.000028056127],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970708,0.00078619394,0.0011818102,0.00030274145,0.0002566783,0.00040180894],"domain_scores_gemma":[0.9972775,0.0015764599,0.00040004132,0.00038748886,0.00015385884,0.00020467778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002268893,0.00029658436,0.00368014,0.0002966838,0.00009963886,0.000088259716,0.00028601423,0.00016215445,0.000005287335],"category_scores_gemma":[0.00018255672,0.00022658639,0.00007084829,0.0005381023,0.00021700196,0.0001660209,0.0005551249,0.00026866552,9.878702e-8],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012129373,0.000018363766,0.01771208,0.96973574,0.000024914889,0.000030595136,0.00036885767,1.957317e-7,1.7785193e-10,0.0071986495,0.00017147932,0.003526163],"study_design_scores_gemma":[0.0020430891,0.00028417972,0.00052548345,0.86610484,0.00010618622,0.000014723694,0.0025664354,4.491126e-7,2.2387173e-8,0.000040331528,0.12807944,0.00023478433],"about_ca_topic_score_codex":0.022325326,"about_ca_topic_score_gemma":0.08551835,"teacher_disagreement_score":0.2842439,"about_ca_system_score_codex":0.0006544821,"about_ca_system_score_gemma":0.0035461413,"threshold_uncertainty_score":0.9841851},"labels":[],"label_agreement":null},{"id":"W4411580457","doi":"10.1097/js9.0000000000002629","title":"A national roadmap for improving children surgical care: an experience from Tanzania","year":2025,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Tanzania; Medicine; Road map; Medical emergency; Cartography; Environmental planning; Geography","score_opus":0.024327740183543133,"score_gpt":0.3539242785890928,"score_spread":0.3295965384055497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411580457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917108,0.0013485594,0.00077763386,0.0017896588,0.0032110459,0.00013626581,0.00010430469,0.00001912556,0.0009026511],"genre_scores_gemma":[0.99559927,0.000067531335,0.0010044634,0.0016000802,0.0014867461,0.000010948153,0.0001278656,0.000009999616,0.00009307675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980229,0.000041025865,0.0007489998,0.00018236948,0.00077605364,0.0002286572],"domain_scores_gemma":[0.9969036,0.0006893536,0.00030854228,0.0000939452,0.0017866021,0.00021793507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057525665,0.00012093616,0.00035776448,0.00040051824,0.00006032374,0.00005068973,0.00018923856,0.000093445444,0.00009295742],"category_scores_gemma":[0.0008206836,0.00010528287,0.0003202307,0.00013386522,0.0000473268,0.00028542822,0.00003216028,0.00018337251,0.0000035880594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005621676,0.0006101555,0.8542748,0.000072105366,0.00051803427,0.00060692016,0.0006157904,0.000035718807,0.0010509087,0.0029166958,0.015492708,0.11818446],"study_design_scores_gemma":[0.0054355683,0.00022242138,0.91635066,0.0008595331,0.00013106946,0.0015912032,0.0011517054,0.00069671293,0.0026157533,0.0023708958,0.06818804,0.0003864642],"about_ca_topic_score_codex":0.00014107513,"about_ca_topic_score_gemma":0.000007546668,"teacher_disagreement_score":0.117798,"about_ca_system_score_codex":0.00029170013,"about_ca_system_score_gemma":0.0013862945,"threshold_uncertainty_score":0.42933106},"labels":[],"label_agreement":null},{"id":"W4411683104","doi":"10.1177/21501351251345805","title":"Historical, Cultural, and Structural Barriers for Cardiac Surgery in Sub-Saharan Africa: Lessons Learned From Angola","year":2025,"lang":"en","type":"review","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Toronto","funders":"","keywords":"Medicine; Subspecialty; Specialty; Autonomy; Health care; Context (archaeology); Scarcity; Accreditation; Public relations; Economic growth; Political science; Medical education; Geography; Family medicine","score_opus":0.09422735739333228,"score_gpt":0.35615290770043156,"score_spread":0.2619255503070993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411683104","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":[0.011349456,0.9799147,0.000005162063,0.0009611414,0.005012141,0.0014919572,0.0011781328,0.00004410069,0.000043178017],"genre_scores_gemma":[0.0013612335,0.9931754,0.00009231351,0.00017866111,0.0026071786,0.00028139338,0.00038052557,0.000073846204,0.0018494828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525034,0.00035532276,0.0019581725,0.0007959462,0.00039236256,0.0012478661],"domain_scores_gemma":[0.9872381,0.010224458,0.00055968907,0.00027444123,0.0003356537,0.0013676564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018361646,0.000752477,0.005127864,0.0017124935,0.0006211175,0.00015295175,0.00009783472,0.0005084752,0.000022897797],"category_scores_gemma":[0.0021301995,0.0006044217,0.0021414002,0.0013333212,0.000095198564,0.00024031679,0.000067912864,0.0010429253,0.0000031535092],"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":[0.00044734543,0.00003269075,0.018688442,0.012734245,0.00024545396,0.00009409035,0.000029560751,4.9228024e-8,3.3701048e-7,0.0000080162745,0.5005934,0.46712634],"study_design_scores_gemma":[0.00040685706,0.000052290736,0.0013486552,0.0023538491,0.00216776,0.00018047655,0.00003769849,0.000003408318,1.9772732e-7,0.0001554468,0.9927245,0.00056889135],"about_ca_topic_score_codex":0.00017078767,"about_ca_topic_score_gemma":0.000051754152,"teacher_disagreement_score":0.49213105,"about_ca_system_score_codex":0.0006511898,"about_ca_system_score_gemma":0.0031226992,"threshold_uncertainty_score":0.9996407},"labels":[],"label_agreement":null},{"id":"W4411983808","doi":"10.1126/science.aea0626","title":"Supporting scientists who study and work abroad","year":2025,"lang":"en","type":"letter","venue":"Science","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Work (physics); Data science; Engineering ethics; Computer science; Engineering; Mechanical engineering","score_opus":0.01823391088049117,"score_gpt":0.38268279838154207,"score_spread":0.3644488875010509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411983808","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":[0.40122107,0.0010297294,0.000018340921,0.5664442,0.004312104,0.0015363604,0.000016935288,0.000120860626,0.025300384],"genre_scores_gemma":[0.10599038,0.000022048389,0.00021224815,0.84708315,0.0008548378,0.000020699132,0.000012733412,0.000010663703,0.045793246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970242,0.00003416648,0.00032451638,0.00071776414,0.0009684554,0.0009309056],"domain_scores_gemma":[0.99892336,0.00009881891,0.0001176833,0.0004408,0.0001755837,0.00024372323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019978555,0.00016138914,0.00037847037,0.00041222767,0.0003890678,0.00012007827,0.00025000205,0.00013890943,0.000052723386],"category_scores_gemma":[0.0007194408,0.00013140433,0.00004273807,0.0017505431,0.00061849126,0.00009271536,0.00019609579,0.00075308763,0.000031113126],"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":[0.000008357214,0.000025096651,0.112072,0.00020008939,0.000003414954,0.000638504,0.00013085456,3.082469e-8,0.0000047071776,0.000002749948,0.8780372,0.008876952],"study_design_scores_gemma":[0.000266656,0.00011043973,0.19108166,0.0005974538,0.000035892976,0.00004707691,0.00007900626,0.000010694548,0.000008960054,0.00004650836,0.8075645,0.00015112394],"about_ca_topic_score_codex":0.000050980525,"about_ca_topic_score_gemma":0.0000041567087,"teacher_disagreement_score":0.2952307,"about_ca_system_score_codex":0.00010689036,"about_ca_system_score_gemma":0.0013870792,"threshold_uncertainty_score":0.53585136},"labels":[],"label_agreement":null},{"id":"W4411991970","doi":"10.1016/j.jsurg.2025.103592","title":"VitalSurg: Outcomes From a Surgical Task-Shifting Training Program in a Humanitarian Context","year":2025,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; Dalhousie University","funders":"University of British Columbia; Royal College of Physicians and Surgeons of Canada; Institute of Development, Aging and Cancer, Tohoku University","keywords":"Task (project management); Context (archaeology); Training (meteorology); Medical education; Psychology; Computer science; Medicine; Knowledge management; Engineering; History; Geography","score_opus":0.03928086316477051,"score_gpt":0.3803101380959655,"score_spread":0.34102927493119495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411991970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766499,0.0020402498,0.000008472882,0.011512145,0.0012847562,0.00029331906,0.0000029463101,0.000021852818,0.008186362],"genre_scores_gemma":[0.99761903,0.00011609971,0.00052325655,0.0009650246,0.00041091352,0.000017545563,0.000019950432,0.000009288315,0.00031888307],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979724,0.00014061014,0.0010345924,0.00016964848,0.00033205532,0.00035063777],"domain_scores_gemma":[0.99830407,0.00068762514,0.00030310563,0.00012759678,0.00026467245,0.00031294432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010029676,0.00014486813,0.00068660866,0.00036861768,0.00006527654,0.000041327716,0.000087041546,0.00014640368,0.00016498803],"category_scores_gemma":[0.00052496645,0.00011262157,0.0002532954,0.00042373012,0.000050364317,0.00015184807,0.000017469336,0.0005413552,0.000008667493],"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":[0.0010201288,0.0021416687,0.31096843,0.00009922265,0.000094771036,0.00075557217,0.001630466,0.0000023708533,0.00001685647,0.0022274323,0.0024263537,0.67861676],"study_design_scores_gemma":[0.006182033,0.00040039845,0.62620336,0.0017914871,0.00012004968,0.0005506657,0.007959482,0.00008234621,0.000018658307,0.0020473618,0.35444018,0.00020394337],"about_ca_topic_score_codex":0.0004012148,"about_ca_topic_score_gemma":0.000060898583,"teacher_disagreement_score":0.6784128,"about_ca_system_score_codex":0.00023958209,"about_ca_system_score_gemma":0.0017829499,"threshold_uncertainty_score":0.45925742},"labels":[],"label_agreement":null},{"id":"W4411995613","doi":"10.1136/bmjopen-2024-093101","title":"Characterising socially accountable research: a scoping review protocol paper","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences North; NOSM University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"CINAHL; Accountability; Medicine; Knowledge translation; Context (archaeology); Grey literature; Medical education; Public relations; MEDLINE; Systematic review; Social accounting; Research ethics; Nursing; Knowledge management; Political science","score_opus":0.5197240705259605,"score_gpt":0.6691665506579059,"score_spread":0.1494424801319454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411995613","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":[3.757484e-9,0.51164377,3.5837905e-7,0.00082526664,0.00010694668,0.44179487,0.000015607493,0.000021806936,0.04559137],"genre_scores_gemma":[5.346588e-10,0.53880996,0.000113387825,0.0045769266,0.00029219824,0.4508096,0.00009280973,0.00002915265,0.0052759526],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945761,0.0011745278,0.0016732172,0.0006765914,0.0008798888,0.0010196775],"domain_scores_gemma":[0.99694157,0.0006010924,0.0005565848,0.0010959394,0.00045204628,0.00035274358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011584623,0.0003969439,0.004261681,0.0002381415,0.00034620854,0.0002482229,0.0007488601,0.0003882915,0.0013890013],"category_scores_gemma":[0.002849516,0.00029658928,0.00048727292,0.0011662596,0.000057719448,0.0002927082,0.0011248614,0.0010290698,0.0007336429],"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":[0.000041882933,0.000034699613,0.0000029663488,0.53617555,0.000026569372,0.00006676716,0.0000038251073,2.550801e-10,2.2550529e-8,0.00003485914,0.04497369,0.41863918],"study_design_scores_gemma":[0.00018214961,0.00003119267,0.000003937119,0.49585024,0.00012370858,0.00004331253,0.0000024841784,2.492376e-8,2.7485372e-8,0.00001299277,0.5036215,0.0001284133],"about_ca_topic_score_codex":0.00020597984,"about_ca_topic_score_gemma":0.000057020192,"teacher_disagreement_score":0.45864782,"about_ca_system_score_codex":0.00047191582,"about_ca_system_score_gemma":0.033032615,"threshold_uncertainty_score":0.9999486},"labels":[],"label_agreement":null},{"id":"W4412100112","doi":"10.22541/au.175195283.31505268/v1","title":"Why do healthy volunteers participate in clinical trials?","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Apotex Pharmachem (Canada)","funders":"","keywords":"Clinical trial; Medicine; Psychology; Internal medicine","score_opus":0.2663782042063076,"score_gpt":0.5363861212364343,"score_spread":0.27000791703012667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412100112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.737904,0.007455942,0.0010155976,0.13574035,0.020298244,0.005792431,0.0001959407,0.00044858537,0.09114889],"genre_scores_gemma":[0.74161774,0.0067867823,0.0016743748,0.23999062,0.0017112806,0.00043849813,0.00025575588,0.000040072122,0.007484872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931098,0.0016226516,0.0033766667,0.0007282722,0.00034958884,0.0008130017],"domain_scores_gemma":[0.99597543,0.0019113137,0.0003238024,0.0007910893,0.00014916569,0.00084916526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016222782,0.0002906646,0.0024805313,0.00030972986,0.000032026222,0.000022866705,0.00014497527,0.0008696176,0.00065912335],"category_scores_gemma":[0.008104256,0.00022758314,0.00068071764,0.00025422455,0.000071384406,0.000019694096,0.00028893538,0.0018138877,0.00011614274],"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":[0.0059897914,0.00084796356,0.30952755,0.0030277416,0.00014867037,0.00020475037,0.00011768313,0.000054545344,4.2578344e-7,0.0012434674,0.6285007,0.05033672],"study_design_scores_gemma":[0.010608551,0.00091646373,0.19423927,0.0046692677,0.0005075487,0.000014745705,0.00036043194,0.0060800696,0.000009933864,0.003651653,0.7782122,0.0007298453],"about_ca_topic_score_codex":0.0042702723,"about_ca_topic_score_gemma":0.0009852313,"teacher_disagreement_score":0.14971153,"about_ca_system_score_codex":0.00022462472,"about_ca_system_score_gemma":0.002600346,"threshold_uncertainty_score":0.9702138},"labels":[],"label_agreement":null},{"id":"W4412442663","doi":"10.1016/j.pxur.2025.06.006","title":"Intérêt, contraintes, organisation et limites d’un hôpital aérotransportable : expérience de l’ESCRIM (Turquie, Libye, Mayotte)","year":2025,"lang":"fr","type":"article","venue":"Médecine de Catastrophe - Urgences Collectives","topic":"Global Health and Surgery","field":"Medicine","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 de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.009282327832639424,"score_gpt":0.28241036764679855,"score_spread":0.2731280398141591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412442663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8805903,0.06134851,0.026472883,0.010789968,0.004898775,0.0019117588,0.0007390016,0.00026295177,0.012985817],"genre_scores_gemma":[0.9717876,0.004142769,0.0057341247,0.0045122467,0.0006401981,0.00023147585,0.00030803852,0.00006221288,0.012581353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99412733,0.0005953883,0.0012333484,0.0010547605,0.000591819,0.002397337],"domain_scores_gemma":[0.9963138,0.0011780742,0.00033603818,0.0006429614,0.00046280393,0.0010662896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017970395,0.00072230276,0.0011376039,0.0005086903,0.0006672144,0.00016478251,0.0005037624,0.00044685762,0.0028995972],"category_scores_gemma":[0.0020401878,0.00072850275,0.0003232813,0.0024413753,0.0007089011,0.0005728074,0.00011236507,0.0009382687,0.000113469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033188143,0.003084999,0.8059485,0.0017781173,0.00085063855,0.0013136578,0.014181141,0.00054484507,0.00989623,0.043524574,0.08586801,0.02969046],"study_design_scores_gemma":[0.0066173184,0.0020243828,0.8514472,0.0035698328,0.0010381548,0.00058507407,0.021235395,0.0041623893,0.013347136,0.011054354,0.08359578,0.0013229811],"about_ca_topic_score_codex":0.0023063726,"about_ca_topic_score_gemma":0.0003895768,"teacher_disagreement_score":0.091197245,"about_ca_system_score_codex":0.001247184,"about_ca_system_score_gemma":0.0053469464,"threshold_uncertainty_score":0.9995166},"labels":[],"label_agreement":null},{"id":"W4412483812","doi":"10.1177/26349825251350711","title":"Towards global health equity: The contributions of health geography to global health research, policy and practice","year":2025,"lang":"en","type":"article","venue":"Environment and Planning F","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo","funders":"","keywords":"Health equity; Global health; Equity (law); Health policy; Regional science; Political science; Geography; Economic growth; Economics; Health care","score_opus":0.0747787669435269,"score_gpt":0.48573413749950217,"score_spread":0.41095537055597525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412483812","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":[0.08477684,0.08025406,0.003768551,0.8148893,0.00030271368,0.0019776714,0.0008173497,0.000050415714,0.013163079],"genre_scores_gemma":[0.9377445,0.00786268,0.0011316615,0.052902266,0.00015984627,0.000021360793,0.00007484841,0.000005784825,0.000097034805],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969723,0.00074798183,0.0005122602,0.0003152925,0.00053119316,0.00092092983],"domain_scores_gemma":[0.99831605,0.00046167013,0.0001733551,0.00027286465,0.000050863706,0.0007252176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006347886,0.00014500525,0.0004677238,0.00012277567,0.0006232445,0.000028519387,0.00008680209,0.00006907945,0.000006729757],"category_scores_gemma":[0.0012775196,0.00011187495,0.000049838152,0.000599814,0.00024421737,0.00005249985,0.00023869921,0.00026492766,0.0000052930377],"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":[0.0013985048,0.0004940705,0.22139502,0.0009121652,0.00020477787,0.00002153482,0.0016883509,0.000054873464,0.0000063498633,0.07615711,0.17058787,0.5270794],"study_design_scores_gemma":[0.00079185946,0.00095884677,0.64376664,0.0004355373,0.000015238655,0.00005649031,0.0013800111,0.000022086091,0.0000020297134,0.0029634829,0.34953538,0.00007242849],"about_ca_topic_score_codex":0.009115906,"about_ca_topic_score_gemma":0.00003390451,"teacher_disagreement_score":0.8529677,"about_ca_system_score_codex":0.0011361963,"about_ca_system_score_gemma":0.0023756877,"threshold_uncertainty_score":0.9974825},"labels":[],"label_agreement":null},{"id":"W4412499808","doi":"10.1080/0142159x.2025.2533404","title":"Aligning family medicine residency training with societal needs: An international Delphi study","year":2025,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","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 Health Centre; McGill University","funders":"College of Family Physicians of Canada; McGill University","keywords":"Residency training; Delphi method; Medical education; Training (meteorology); MEDLINE; Delphi; Medicine; Psychology; Family medicine; Political science; Computer science; Continuing education; Geography","score_opus":0.07966596520594052,"score_gpt":0.4076248921519514,"score_spread":0.3279589269460109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412499808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8974541,0.00035085253,0.00043268458,0.016124815,0.00063838746,0.000353663,7.8917367e-7,0.00014500457,0.084499694],"genre_scores_gemma":[0.9877382,0.000032029024,0.0002322193,0.0071230005,0.00074374967,0.00003647333,0.000031991192,0.00001850575,0.0040438613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723595,0.00015910437,0.0005038389,0.0003352327,0.0013051132,0.00046074734],"domain_scores_gemma":[0.99878156,0.000105548505,0.00006691416,0.00028570695,0.00013106849,0.000629196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021357636,0.00018840584,0.00046793648,0.00022904531,0.00011731594,0.000012919175,0.00022330509,0.00014481542,0.0013392242],"category_scores_gemma":[0.0012486068,0.00012655501,0.00006134134,0.00046054524,0.0002198095,0.00011267923,0.00005400153,0.00062493875,0.000016305117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007491041,0.0013212406,0.8784897,0.00009891631,0.0004385419,0.0012410288,0.017237753,0.0000012464214,0.00006750179,0.0014951973,0.04085381,0.05800597],"study_design_scores_gemma":[0.0178749,0.0040207226,0.6473214,0.0029991907,0.0005628042,0.00037480053,0.26593527,0.00398421,0.000008843987,0.000902967,0.055417296,0.0005976191],"about_ca_topic_score_codex":0.0004260436,"about_ca_topic_score_gemma":0.00006927012,"teacher_disagreement_score":0.24869752,"about_ca_system_score_codex":0.000118053016,"about_ca_system_score_gemma":0.00096301327,"threshold_uncertainty_score":0.9995737},"labels":[],"label_agreement":null},{"id":"W4412558191","doi":"10.59350/32htx-r9036","title":"Analysing research funding flows in the Global South","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Business; Regional science; Political science; Geography","score_opus":0.21080860634362567,"score_gpt":0.4947942078423063,"score_spread":0.2839856014986807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412558191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51805145,0.0013828498,0.0004410927,0.009092662,0.00075395935,0.0009761485,0.00004847318,0.00006698049,0.4691864],"genre_scores_gemma":[0.9948773,0.00008269982,0.0006556633,0.0023132085,0.00028269668,0.000035997222,0.0000612108,0.000004476044,0.0016867778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700654,0.0004668621,0.00044409581,0.00044727162,0.0008053551,0.0008299021],"domain_scores_gemma":[0.9985222,0.00033691965,0.00004582507,0.000712626,0.00018706694,0.00019534951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054907505,0.00016209649,0.00047175252,0.00037247106,0.00013320947,0.0000682203,0.00027940032,0.00030206513,0.00011746718],"category_scores_gemma":[0.00077951094,0.00010317408,0.00019036929,0.0012745261,0.00004800103,0.000015633697,0.00045703683,0.0015369217,0.000054147466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005822301,0.0002928545,0.92272604,0.003058178,0.00017009936,0.00074039155,0.002242534,0.00042216675,0.0000035393,0.016526468,0.028686704,0.024548773],"study_design_scores_gemma":[0.0039271945,0.00032237134,0.72707194,0.011675277,0.00064603216,0.00015689518,0.03556134,0.051306397,0.000025799085,0.056330126,0.11167076,0.0013058884],"about_ca_topic_score_codex":0.0033698715,"about_ca_topic_score_gemma":0.0010563341,"teacher_disagreement_score":0.47682583,"about_ca_system_score_codex":0.00065927196,"about_ca_system_score_gemma":0.001488503,"threshold_uncertainty_score":0.66772455},"labels":[],"label_agreement":null},{"id":"W4412930257","doi":"10.1007/s00383-025-06144-1","title":"The impact of gender on pediatric surgical access and outcomes in Africa","year":2025,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","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; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Pediatric surgery; Medicine; General surgery; Surgery","score_opus":0.08841901929428907,"score_gpt":0.4313699800009033,"score_spread":0.34295096070661424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412930257","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":[0.0052104606,0.98532754,7.8834637e-7,0.00013729598,0.001808292,0.00053631625,0.00021459314,0.000024716124,0.006740019],"genre_scores_gemma":[0.007386416,0.9906086,0.0000031417912,0.000032003394,0.0010861951,0.00009158062,0.00012221215,0.000022725257,0.0006471366],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674106,0.00023012674,0.0013893676,0.00042527413,0.00067361636,0.0005405301],"domain_scores_gemma":[0.9859132,0.012817267,0.0005559512,0.00031096337,0.00017347978,0.00022915081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013460342,0.00040365075,0.0019447778,0.0016128686,0.00006157018,0.000050583487,0.00031025716,0.00030226848,0.00012653571],"category_scores_gemma":[0.0020320204,0.0002318245,0.0011802523,0.0010868439,0.00004265502,0.00007633345,0.00016854049,0.0005490758,0.000017633049],"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":[0.00015748137,0.00031717107,0.7583782,0.0065807053,0.00020758012,0.00020335657,0.000010765738,0.0000018591775,4.1695492e-10,0.00014321966,0.029796483,0.20420316],"study_design_scores_gemma":[0.001033881,0.000096692915,0.29685688,0.0018320756,0.0011680463,0.00019931546,0.00000857188,0.000021707308,2.2313861e-8,0.00025724623,0.6979024,0.00062316854],"about_ca_topic_score_codex":0.00008746674,"about_ca_topic_score_gemma":0.000002356485,"teacher_disagreement_score":0.6681059,"about_ca_system_score_codex":0.0003147969,"about_ca_system_score_gemma":0.0023672013,"threshold_uncertainty_score":0.94535285},"labels":[],"label_agreement":null},{"id":"W4413042118","doi":"10.1097/cce.0000000000001298","title":"Access to Limited Critical Care and Risk of Mortality in Rwanda: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Global Health and Surgery","field":"Medicine","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 Health Research Institute; University of British Columbia","funders":"","keywords":"Prospective cohort study; Medicine; Cohort; Cohort study; Environmental health; Internal medicine","score_opus":0.05764746621359523,"score_gpt":0.43179412057411753,"score_spread":0.3741466543605223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413042118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900098,0.0008471796,0.00075000065,0.0016563511,0.00023793567,0.0016917136,0.00016456327,0.000042954165,0.0045995438],"genre_scores_gemma":[0.998683,0.00003083892,0.00022001882,0.00045584555,0.000042624564,0.0005140876,0.000037796086,0.000007950488,0.000007848913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998473,0.0001684657,0.00041516015,0.0003754636,0.00027047028,0.0002974632],"domain_scores_gemma":[0.99757683,0.00061531883,0.0000146187,0.00030022376,0.0011842212,0.0003087583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024104668,0.00012690587,0.0004245601,0.00020890523,0.00014923955,0.00004262979,0.000064495856,0.00008843944,0.000021414815],"category_scores_gemma":[0.007825784,0.00011922183,0.00005293688,0.00069846946,0.00018439135,0.00017453799,0.00009609368,0.00027652457,0.0000040559594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013115753,0.0003923338,0.98860925,0.0005753179,0.000024264542,0.00004269236,0.003356187,0.0000027108779,0.000005536409,0.006104248,0.00023091257,0.0005253817],"study_design_scores_gemma":[0.00057177537,0.00047264347,0.96444386,0.00015831973,0.0002892984,0.0000012811853,0.032914907,0.000027739616,0.00009501777,0.000866659,0.00007460356,0.00008390072],"about_ca_topic_score_codex":0.00046848148,"about_ca_topic_score_gemma":0.0019092268,"teacher_disagreement_score":0.029558718,"about_ca_system_score_codex":0.00016424312,"about_ca_system_score_gemma":0.00036890875,"threshold_uncertainty_score":0.936876},"labels":[],"label_agreement":null},{"id":"W4413048394","doi":"10.1007/s00259-025-07499-2","title":"A century in the making: Medical imaging, nuclear medicine, and the transformation of global healthcare","year":2025,"lang":"en","type":"article","venue":"European Journal of Nuclear Medicine and Molecular Imaging","topic":"Global Health and Surgery","field":"Medicine","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":"Carleton University","funders":"","keywords":"Credentialing; Health care; Medical imaging; Accountability; Nuclear medicine imaging; Medicine; Business; Public relations; Political science; Engineering ethics; Nuclear medicine; Medical education; Radiology; Engineering; Law","score_opus":0.010692221416371942,"score_gpt":0.30440787420370563,"score_spread":0.2937156527873337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413048394","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":[0.106956705,0.031602968,0.00049199094,0.82240224,0.00041739232,0.00036749235,0.0000021173755,0.00001661984,0.03774246],"genre_scores_gemma":[0.8752625,0.0026800642,0.000094266754,0.1218122,0.00013367608,2.954542e-7,0.0000013995939,0.00001463656,9.642459e-7],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971224,0.0008193934,0.0009325132,0.00014869556,0.00069245085,0.00028451908],"domain_scores_gemma":[0.9990055,0.00014098309,0.000289945,0.0001953692,0.00017972534,0.00018849238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004529481,0.0001628462,0.0005189935,0.0001850586,0.000112342896,0.000015647642,0.00021774441,0.000026006845,0.000027776572],"category_scores_gemma":[0.0009258861,0.0000841924,0.000092378876,0.00038293132,0.00077865674,0.00008469226,0.000050355462,0.0005583473,0.0000010199587],"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":[0.0063023753,0.00031983183,0.029979562,0.0032604162,0.0003102501,0.012117528,0.060572617,0.0000029042185,0.0010106564,0.13933854,0.20313582,0.5436495],"study_design_scores_gemma":[0.027574934,0.0007828421,0.07616154,0.015646968,0.0006687004,0.01148776,0.07211566,0.0026762276,0.0000030761767,0.0012914818,0.7913245,0.00026632985],"about_ca_topic_score_codex":0.00007531064,"about_ca_topic_score_gemma":0.0000027741632,"teacher_disagreement_score":0.7683058,"about_ca_system_score_codex":0.000042177042,"about_ca_system_score_gemma":0.00012339333,"threshold_uncertainty_score":0.34332663},"labels":[],"label_agreement":null},{"id":"W4413116884","doi":"","title":"The role of dental hygienists in global sustainability.","year":2025,"lang":"en","type":"editorial","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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 Journal of Communication (Canada)","funders":"","keywords":"Sustainability; Dentistry; Business; Medicine","score_opus":0.0037489499587177785,"score_gpt":0.26703976561765425,"score_spread":0.2632908156589365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413116884","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":[0.013613058,0.007638632,6.494116e-7,0.000908581,0.94138974,0.0025560718,0.00025692236,0.000042031836,0.033594288],"genre_scores_gemma":[0.48751402,0.00067958055,0.000008443418,0.00014935785,0.50180686,0.002499951,0.0003016956,0.0000234285,0.0070166746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755687,0.00010291906,0.0005565696,0.00029697284,0.00066414906,0.00082252617],"domain_scores_gemma":[0.9979986,0.00080497656,0.00014076053,0.0004328068,0.0003892184,0.00023361467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011692242,0.00018217997,0.0005341096,0.000079804144,0.000057020774,0.000016821074,0.00021058386,0.0005192671,0.0000026364735],"category_scores_gemma":[0.007963883,0.00013295296,0.00017265286,0.00042442064,0.00013490341,0.00002402867,0.00011455719,0.00049803284,0.0000019109914],"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":[0.0008260063,0.00011319649,0.050438665,0.00059780834,0.000025712097,0.000037959147,0.0000094498955,1.9795479e-7,2.4313026e-8,0.00035357464,0.76009375,0.18750364],"study_design_scores_gemma":[0.0006372045,0.000021510066,0.10018702,0.00005426552,0.000035924673,0.0000022353686,0.00022025319,0.0000018642949,0.0000035169164,0.002029264,0.8967313,0.00007561994],"about_ca_topic_score_codex":0.0014069634,"about_ca_topic_score_gemma":0.0007647175,"teacher_disagreement_score":0.47390094,"about_ca_system_score_codex":0.0016035105,"about_ca_system_score_gemma":0.0023777047,"threshold_uncertainty_score":0.95340866},"labels":[],"label_agreement":null},{"id":"W4413117547","doi":"10.1067/j.cpradiol.2025.08.004","title":"Resident perspectives on global health imaging in canadian radiology training: A national survey","year":2025,"lang":"en","type":"article","venue":"Current Problems in Diagnostic Radiology","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal General Hospital; Centre de Santé et de Services Sociaux de la Montagne; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Preparedness; Demographics; Global health; Developing country; Teleradiology; Medical education; Health care; Work (physics); Family medicine; Public health; Nursing; Telemedicine","score_opus":0.05056666704171722,"score_gpt":0.39336309004545555,"score_spread":0.34279642300373836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413117547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84609544,0.09415243,0.00025234258,0.03739399,0.0055834414,0.0030404213,0.00035714952,0.000095887706,0.013028915],"genre_scores_gemma":[0.9928763,0.0033886086,0.000038711067,0.0031341773,0.000121944846,0.00017823347,0.00022422672,0.000009936433,0.000027874288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601656,0.0008847959,0.0008733421,0.0006705926,0.00019130968,0.0013633823],"domain_scores_gemma":[0.99569386,0.0032684417,0.00012856079,0.00023092519,0.00015065701,0.00052757276],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034030243,0.00024440367,0.00074779947,0.0008753925,0.00009150259,0.000011255602,0.00017126257,0.0001512447,0.000051350165],"category_scores_gemma":[0.018441768,0.00024276708,0.00007199686,0.0008754618,0.00022431457,0.000044624354,0.000030442323,0.0005773036,0.000019681213],"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":[0.000097977725,0.00018437355,0.9336794,0.0001235977,0.000013924504,0.00008315664,0.0009971744,0.000489823,3.9505133e-7,0.020423925,0.03237783,0.01152839],"study_design_scores_gemma":[0.0017852095,0.00017502923,0.97962797,0.00080855645,0.0000049347886,0.00016507365,0.00042994766,0.00038593684,1.7126355e-7,0.0065272027,0.009943197,0.00014676923],"about_ca_topic_score_codex":0.14003396,"about_ca_topic_score_gemma":0.3808236,"teacher_disagreement_score":0.24078967,"about_ca_system_score_codex":0.0048134206,"about_ca_system_score_gemma":0.008849009,"threshold_uncertainty_score":0.9990069},"labels":[],"label_agreement":null},{"id":"W4413230817","doi":"10.1007/978-981-96-0479-1_30","title":"Final Resolution of the 5th Global Summit of GADRI Engaging Sciences with Action 22h JST 31 August 2021 to 24h JST 24h 1 September 2021 Achievements and Recommendations","year":2025,"lang":"en","type":"book-chapter","venue":"Disaster and risk research: GADRI book series","topic":"Global Health and Surgery","field":"Medicine","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 Chiropractic Association; Western University","funders":"","keywords":"Summit; Library science; Geography; Cartography; Computer science","score_opus":0.10441738168982019,"score_gpt":0.38964063859565345,"score_spread":0.2852232569058333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413230817","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":[0.20821948,0.008027514,0.0001606969,0.007656743,0.0008225907,0.0032097842,0.0020927624,0.000033190743,0.76977724],"genre_scores_gemma":[0.12845539,0.035480503,0.0012035791,0.0005477662,0.0004880599,0.00012240907,0.0003856894,0.00006588218,0.83325076],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706376,0.0002903357,0.00056371954,0.00056817394,0.00090818136,0.00060585345],"domain_scores_gemma":[0.9983146,0.00027110174,0.00024886892,0.00042206887,0.00044693978,0.0002963866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015914539,0.00030653982,0.0005796088,0.00030700822,0.00088004174,0.00007370542,0.00017033922,0.00019683411,0.00041230748],"category_scores_gemma":[0.00017826137,0.00020584904,0.000113057504,0.0003330367,0.001301443,0.00033557517,0.00038759247,0.0006975859,0.000008800532],"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":[0.011393741,0.00055737374,0.5293641,0.005361798,0.0012133609,0.00006641594,0.0039037366,0.000033661323,0.00018524569,0.034113314,0.28517544,0.12863176],"study_design_scores_gemma":[0.0025586986,0.0021214117,0.09489413,0.00964558,0.0005244759,0.00006963045,0.01117409,0.00008385841,0.00031823263,0.002255744,0.8757329,0.0006212348],"about_ca_topic_score_codex":0.0006176745,"about_ca_topic_score_gemma":0.0020882373,"teacher_disagreement_score":0.59055746,"about_ca_system_score_codex":0.00016323972,"about_ca_system_score_gemma":0.0007784138,"threshold_uncertainty_score":0.839428},"labels":[],"label_agreement":null},{"id":"W4413276471","doi":"10.2196/69300","title":"AI-Enhanced 3D Models in Global Virtual Reality Case Conferences for Surgical Care in a Low-Income Country: Exploratory Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Global Health and Surgery","field":"Medicine","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":"Rheinische Friedrich-Wilhelms-Universität Bonn","keywords":"Virtual reality; Exploratory research; Low and middle income countries; Business; Computer science; Human–computer interaction; Economics; Developing country; Sociology; Economic growth; Social science","score_opus":0.08089439643574065,"score_gpt":0.47613669521458624,"score_spread":0.3952422987788456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413276471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847323,0.00031856418,0.00018172282,0.0004740515,0.00015880767,0.0034717636,0.00031248014,0.000031239302,0.01031913],"genre_scores_gemma":[0.9980752,0.000052491283,0.000008699908,0.0001774745,0.000038551418,0.0014989777,0.00010187978,0.000007033197,0.00003968549],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9962563,0.0008190962,0.00072130724,0.00039905618,0.0007899453,0.0010143167],"domain_scores_gemma":[0.99773407,0.0006888158,0.000056538098,0.00033098581,0.00088375557,0.0003058569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030656653,0.00019587332,0.000651908,0.00044883217,0.00019000616,0.00004659675,0.00016111256,0.00018907551,0.000021707538],"category_scores_gemma":[0.00023889788,0.00016294091,0.00006819523,0.0016361484,0.00020990221,0.0003938034,0.0001639082,0.0007539193,0.000009930417],"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":[0.09559803,0.018457603,0.35060242,0.019221632,0.00043854787,0.02824743,0.21983032,0.001202573,0.000016294563,0.15040407,0.018028183,0.097952895],"study_design_scores_gemma":[0.057816997,0.012170758,0.108408235,0.0053579365,0.000039633516,0.00027814534,0.7395578,0.05733441,0.000145896,0.010455764,0.0074246335,0.0010097618],"about_ca_topic_score_codex":0.0016097365,"about_ca_topic_score_gemma":0.011265711,"teacher_disagreement_score":0.5197275,"about_ca_system_score_codex":0.0013264752,"about_ca_system_score_gemma":0.0026535173,"threshold_uncertainty_score":0.66445374},"labels":[],"label_agreement":null},{"id":"W4413310686","doi":"10.1097/sla.0000000000006905","title":"International Consensus on Global Surgery Learning Objectives and Competencies","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University; Vancouver General Hospital; University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Consensus conference; MEDLINE; Internal medicine","score_opus":0.131171245501181,"score_gpt":0.37951429564866246,"score_spread":0.24834305014748145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413310686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480838,0.001375199,0.000007033969,0.01643299,0.0008821162,0.00008437442,0.000020103316,0.000053461263,0.033060923],"genre_scores_gemma":[0.99278474,0.0017573579,0.00004593316,0.0048603737,0.000072789444,0.0000045176266,0.000023640909,0.000005569785,0.0004450946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986519,0.000096017815,0.0004476201,0.00022154322,0.0002586802,0.00032420756],"domain_scores_gemma":[0.9965902,0.0026481184,0.00013799603,0.00012800023,0.00030719588,0.00018846855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008905296,0.0001331771,0.0005442907,0.00028290285,0.00007483698,0.000012722796,0.00003333098,0.00008175086,0.000050865117],"category_scores_gemma":[0.00334167,0.00012218473,0.00020745941,0.00030841387,0.00017221589,0.000038751314,0.000036533496,0.00014731914,0.000011285644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077379483,0.00011968489,0.8733121,0.00021622996,0.0001277605,0.00007629689,0.00002403001,0.000005265839,0.0000657737,0.0017156386,0.07951226,0.044051122],"study_design_scores_gemma":[0.00017622848,0.000041850064,0.91936773,0.00082505035,0.000017990682,0.000049471884,0.0003278615,0.00005623411,0.0007534304,0.0005991266,0.07766662,0.0001183809],"about_ca_topic_score_codex":0.00013811451,"about_ca_topic_score_gemma":0.0000033553013,"teacher_disagreement_score":0.04605562,"about_ca_system_score_codex":0.000025141568,"about_ca_system_score_gemma":0.0004711651,"threshold_uncertainty_score":0.4982549},"labels":[],"label_agreement":null},{"id":"W4413380631","doi":"10.3389/fsurg.2025.1629828","title":"Exploring the concept of surgical transition: surgical activity in the light of economic development in Sierra Leone, Liberia, Ghana and India","year":2025,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Global Health and Surgery","field":"Medicine","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 Manitoba","funders":"","keywords":"Sierra leone; Medicine; Population; Descriptive statistics; Per capita; Developing country; Distribution (mathematics); Surgical planning; Surgical procedures; Health care; Surgery; Environmental health; Economic growth; Socioeconomics","score_opus":0.029089845183235343,"score_gpt":0.2642973753076497,"score_spread":0.23520753012441434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413380631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922322,0.002020301,0.000022787233,0.002917839,0.0008545747,0.00032277263,0.0000060833054,0.0000064724386,0.0016169819],"genre_scores_gemma":[0.99892485,0.0007117898,0.000077563425,0.00013426521,0.000040764164,0.000061703984,0.000008601962,0.000006315736,0.000034126893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982242,0.00032192655,0.00069817825,0.00022672972,0.00017402328,0.0003549195],"domain_scores_gemma":[0.99872625,0.00088846957,0.00009954086,0.00019876535,0.000018320743,0.000068673995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019034185,0.00014001956,0.0007344765,0.00039741365,0.000035649842,0.000006539902,0.00008437539,0.00010322187,0.000014121079],"category_scores_gemma":[0.000055536202,0.000098139586,0.00010023974,0.0005066195,0.00016535954,0.00012106424,0.00002538868,0.0003050513,4.9463233e-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":[0.0027115159,0.00048011218,0.88341755,0.0005186827,0.000074757445,0.0007872749,0.008631454,0.0000435106,0.000012949824,0.00065852614,0.009156783,0.09350691],"study_design_scores_gemma":[0.002206405,0.000036643647,0.9510445,0.0009003426,0.00002129934,0.000053975014,0.0037819871,0.0001360302,0.0017781792,0.0001309287,0.039714642,0.00019508728],"about_ca_topic_score_codex":0.00020171955,"about_ca_topic_score_gemma":0.000089973495,"teacher_disagreement_score":0.093311824,"about_ca_system_score_codex":0.00015722404,"about_ca_system_score_gemma":0.0005575761,"threshold_uncertainty_score":0.40020162},"labels":[],"label_agreement":null},{"id":"W4413439141","doi":"10.1016/s1470-2045(25)00519-4","title":"Australia invests in cancer research grants led by First Nations communities","year":2025,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Global Health and Surgery","field":"Medicine","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":"Political science; Cancer; Geography; Economic growth; Regional science; Medicine; Economics; Internal medicine","score_opus":0.2703629004057976,"score_gpt":0.5305050538835938,"score_spread":0.26014215347779623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413439141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85367906,0.00083687436,0.0000012700208,0.111162536,0.0003734856,0.00032317583,0.000023732615,0.000022568705,0.033577308],"genre_scores_gemma":[0.9854776,0.0018359378,0.000024775394,0.0058620665,0.000120554534,0.00017528138,0.000024761544,0.0000040373443,0.006474981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858963,0.00051552925,0.0001945648,0.000081977705,0.0001338403,0.00048446332],"domain_scores_gemma":[0.99812526,0.0014054615,0.000026725122,0.00026952318,0.00010636204,0.00006664868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016347215,0.000061624414,0.0003235732,0.00018100473,0.00028248294,0.000006817812,0.00017940947,0.0001135693,0.00014709814],"category_scores_gemma":[0.00032261305,0.000043529097,0.00002213561,0.00060107716,0.00028913555,0.000021669624,0.00006378593,0.0006077912,0.000035256035],"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":[0.0005245076,0.00021342211,0.31516418,0.00029875783,0.00002844134,0.000024485227,0.0014374086,0.000007755477,0.00012905977,0.014797126,0.66616344,0.0012113997],"study_design_scores_gemma":[0.0018700913,0.0001274679,0.23005491,0.0002670596,0.000011160448,0.000007423099,0.00095631776,0.000046280915,0.00007165854,0.0018839261,0.7646581,0.00004561391],"about_ca_topic_score_codex":0.017964315,"about_ca_topic_score_gemma":0.17415053,"teacher_disagreement_score":0.15618621,"about_ca_system_score_codex":0.00037105987,"about_ca_system_score_gemma":0.0005141606,"threshold_uncertainty_score":0.98857516},"labels":[],"label_agreement":null},{"id":"W4413439768","doi":"10.1016/j.hpb.2025.08.002","title":"Building effective relationships in global surgery: an exploratory qualitative study","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Global Health and Surgery","field":"Medicine","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":"National Cancer Institute; National Institutes of Health; International Hepato-Pancreato-Biliary Association","keywords":"Medicine; Qualitative research; Exploratory research; Anthropology","score_opus":0.0710755382916502,"score_gpt":0.42294124589610227,"score_spread":0.35186570760445207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413439768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583226,0.00037046615,0.0007123634,0.00021368526,0.0003690652,0.00077321404,0.000008063998,0.000069459835,0.0016514243],"genre_scores_gemma":[0.99879944,0.000005072976,0.0004329996,0.000517024,0.000040347622,0.00012300328,0.0000110145165,0.000005778006,0.00006529994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997712,0.001232542,0.00032284105,0.0002598333,0.00017682732,0.00029595738],"domain_scores_gemma":[0.9983045,0.0011809594,0.00004908966,0.00021079778,0.000091660324,0.00016302206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027573726,0.000111091984,0.00035416154,0.00018778697,0.0000975624,0.000009725958,0.000037201928,0.00007683987,0.000010302727],"category_scores_gemma":[0.0013590645,0.00010497721,0.000054609296,0.00086577324,0.000033243607,0.00012849808,0.000023393573,0.00024036903,0.000025821912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004650143,0.0006766671,0.9648466,0.00009908525,0.00003538074,0.0001113252,0.012916517,0.0000045897914,0.000011265596,0.003106903,0.002805182,0.014921451],"study_design_scores_gemma":[0.00093399466,0.00016573115,0.9343671,0.00020314373,0.000033624397,0.000003256391,0.061698,0.0001446936,0.000009749715,0.0015076001,0.00083218556,0.000100898564],"about_ca_topic_score_codex":0.00027999264,"about_ca_topic_score_gemma":0.00056391774,"teacher_disagreement_score":0.048781484,"about_ca_system_score_codex":0.00035482133,"about_ca_system_score_gemma":0.00033396037,"threshold_uncertainty_score":0.42808464},"labels":[],"label_agreement":null},{"id":"W4413505485","doi":"10.64628/aam.cqxswy3hc","title":"As the United States disavows the World Health Organization, Canada must double down on its support","year":2025,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Political science","score_opus":0.017943377955240744,"score_gpt":0.306094817939607,"score_spread":0.28815143998436626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413505485","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":[0.19252254,0.00015626202,0.000019749466,0.7199653,0.00088240055,0.0009904235,0.000030629886,0.00011120213,0.08532152],"genre_scores_gemma":[0.64816266,0.00011434134,0.0000044486483,0.26635915,0.000052334577,0.000009005852,0.0003416181,0.000008906399,0.08494756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987832,0.000061755185,0.00029896956,0.00015863824,0.0002889624,0.00040847514],"domain_scores_gemma":[0.99879456,0.00032855614,0.000057985988,0.000336325,0.00025169528,0.00023085215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038640655,0.00011453914,0.00018304093,0.00009039893,0.00039328332,0.00002340458,0.00011705424,0.000025549865,0.0015607318],"category_scores_gemma":[0.0001773063,0.00005422298,0.00002088492,0.0017817022,0.000033380376,0.000019748166,0.000030746465,0.00019818799,0.000068485846],"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":[0.00009403567,0.000042594405,0.017738678,0.00006977184,0.000021204816,0.000009807705,0.00013927423,0.000050196442,8.9345923e-7,0.019567365,0.9617981,0.0004680924],"study_design_scores_gemma":[0.000599529,0.000059475675,0.036283847,0.000056138273,0.0000156388,0.000008158954,0.0009958245,0.000086626416,0.00018008151,0.00006675885,0.96158844,0.0000595008],"about_ca_topic_score_codex":0.6491419,"about_ca_topic_score_gemma":0.79086924,"teacher_disagreement_score":0.45564008,"about_ca_system_score_codex":0.00029767238,"about_ca_system_score_gemma":0.004938118,"threshold_uncertainty_score":0.999352},"labels":[],"label_agreement":null},{"id":"W4413560574","doi":"10.64628/aam.q9xkq36eq","title":"Twitter shaming won’t change university power structures","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Power (physics); Political science; Media studies; Sociology; Physics","score_opus":0.07381619952738094,"score_gpt":0.3063702004188317,"score_spread":0.23255400089145073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413560574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81112,0.00091836735,0.0005427105,0.03815577,0.0029117519,0.0013330716,0.00009262591,0.00046796762,0.14445777],"genre_scores_gemma":[0.9758243,0.000091199414,0.00090612983,0.01936286,0.0004398157,0.000001833488,0.00010287011,0.00001682201,0.0032541757],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99884963,0.000032772583,0.000152318,0.00039684406,0.00022551148,0.00034289536],"domain_scores_gemma":[0.9990881,0.00002745307,0.00006646059,0.00031160857,0.00006606474,0.00044032553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008045908,0.0001951695,0.0004117879,0.000096802716,0.00004637696,0.000010795421,0.00010613689,0.00030269218,0.001694687],"category_scores_gemma":[0.00003625687,0.00016985422,0.00015808236,0.00008894933,0.000031180334,0.000027247062,0.00039409776,0.0006287687,0.00010518329],"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":[0.002114609,0.00018642764,0.17805262,0.0053539844,0.0005000798,0.005396488,0.0053072786,0.0000044009876,0.00017445759,0.007761619,0.7788492,0.016298868],"study_design_scores_gemma":[0.0011013102,0.00014747857,0.4992148,0.0004273342,0.0001681548,0.00005590151,0.00132099,0.0001598424,0.00007659744,0.0018150348,0.4949716,0.00054097216],"about_ca_topic_score_codex":0.0007144513,"about_ca_topic_score_gemma":0.000016823678,"teacher_disagreement_score":0.32116216,"about_ca_system_score_codex":0.00014448127,"about_ca_system_score_gemma":0.00021258355,"threshold_uncertainty_score":0.9992179},"labels":[],"label_agreement":null},{"id":"W4413576877","doi":"10.64628/aam.ugtun6red","title":"‘Return to normal’ travel and research may bring hazards to northern, Indigenous communities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Global Health and Surgery","field":"Medicine","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 Laval; University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Indigenous; Geography; Environmental resource management; Environmental science; Ecology; Biology","score_opus":0.08677847680542494,"score_gpt":0.3907773637440057,"score_spread":0.30399888693858074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413576877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633952,0.0012624698,0.00018089949,0.004377103,0.00042062835,0.0012705266,0.000047173275,0.00006514628,0.028980905],"genre_scores_gemma":[0.9864781,0.00046742166,0.0014614391,0.005025287,0.00026698378,0.000086673565,0.00014434656,0.000046323246,0.006023426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689794,0.00028166096,0.00048862014,0.000411028,0.00084054377,0.0010802326],"domain_scores_gemma":[0.99670637,0.00027557803,0.000041925552,0.00093320716,0.00080973643,0.0012332153],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020699026,0.00028291714,0.0007543476,0.0005353628,0.000309586,0.00016218894,0.00026303,0.0003562413,0.00027825515],"category_scores_gemma":[0.00023125834,0.00026100135,0.00010979892,0.00035379245,0.00008203682,0.00003521915,0.0014954323,0.0017962201,0.00009023293],"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":[0.0011938442,0.00053248304,0.7014449,0.0071882224,0.00033665888,0.001539272,0.13875768,0.000097032396,0.00039917213,0.00013624887,0.012563517,0.13581093],"study_design_scores_gemma":[0.0012159641,0.0011111618,0.8462311,0.0049186074,0.000097941935,0.0006568267,0.10114946,0.00017354885,0.0020835132,0.00015013693,0.041005608,0.0012061313],"about_ca_topic_score_codex":0.058673188,"about_ca_topic_score_gemma":0.040339492,"teacher_disagreement_score":0.14478615,"about_ca_system_score_codex":0.00033523343,"about_ca_system_score_gemma":0.0017816026,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W4413721825","doi":"10.1186/s12909-025-07803-6","title":"Using operational research as a tool to improve eye health services and systems in low-and middle-income settings: lessons from India and Nepal","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Mentorship; Medical education; Qualitative property; Qualitative research; Quality assurance; Medicine; The Internet; Quality (philosophy); Psychology; Computer science","score_opus":0.05163602526233125,"score_gpt":0.448474035007211,"score_spread":0.39683800974487976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413721825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97786623,0.0041633174,0.00005151347,0.016384205,0.0006476521,0.0007335279,0.000013555714,0.000010778259,0.00012919404],"genre_scores_gemma":[0.98854077,0.00021528611,0.0012609366,0.009313988,0.00038590893,0.00008221031,0.000062670275,0.0000068522313,0.00013140721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823004,0.00023669138,0.00039868595,0.00033374765,0.0004721507,0.00032869066],"domain_scores_gemma":[0.9985707,0.0004755379,0.00004707149,0.00013100459,0.00013570544,0.0006399781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020286546,0.000091001995,0.00026521322,0.00026168805,0.00015967332,0.000065445594,0.00004664992,0.00014175691,0.000015982336],"category_scores_gemma":[0.0014558964,0.00008089835,0.000010988718,0.0003274467,0.00006378519,0.00006486578,0.00007324527,0.00027869348,0.0000038909543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005957985,0.00051654025,0.90893406,0.018559426,0.00002974142,0.000013638545,0.005984688,0.0000033615172,0.00019948006,0.006319731,0.0009113894,0.05793214],"study_design_scores_gemma":[0.0014694539,0.00014961345,0.95870376,0.017174302,0.000014477006,0.00003098791,0.008024311,0.011890257,0.000012821553,0.00059823965,0.001802874,0.00012893205],"about_ca_topic_score_codex":0.01361009,"about_ca_topic_score_gemma":0.0009626461,"teacher_disagreement_score":0.057803206,"about_ca_system_score_codex":0.00020367304,"about_ca_system_score_gemma":0.008352211,"threshold_uncertainty_score":0.9972695},"labels":[],"label_agreement":null},{"id":"W4414021254","doi":"10.2196/75136","title":"Use of Indigenous-Based Methodologies to Enhance the Understanding of Local Context in Ugandan Communities: Protocol for a Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Health and Surgery","field":"Medicine","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":"NOSM University; Public Health Ontario; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Preprint; Indigenous; Protocol (science); Context (archaeology); Adaptation (eye); Computer science; World Wide Web; Geography; Psychology; Medicine; Ecology; Alternative medicine; Biology","score_opus":0.7409154023498844,"score_gpt":0.7086649038121671,"score_spread":0.03225049853771733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414021254","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":[0.0050079087,0.0000021997603,0.09809142,0.00059613114,0.0000064066803,0.8961328,0.000016207507,0.000022128484,0.00012474012],"genre_scores_gemma":[0.07205679,9.275993e-8,0.014493069,0.00025319727,0.000008611442,0.91306096,0.0000020946318,0.000015324547,0.00010984886],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99160445,0.005919902,0.0008816352,0.00025107467,0.00059562374,0.00074729417],"domain_scores_gemma":[0.9844721,0.013711989,0.0001595138,0.00080956775,0.0007064507,0.0001403965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017856793,0.00016698841,0.0007536473,0.00068808085,0.00024185747,0.000035389796,0.0004143174,0.00013102574,0.000017854894],"category_scores_gemma":[0.002999727,0.000111106885,0.0001156343,0.0014286516,0.0005236299,0.000068768495,0.00023351151,0.00063569297,7.430804e-7],"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":[0.1492473,0.012663744,0.09037431,0.047661178,0.00040278325,0.000046490295,0.04393213,0.00032700994,0.008657086,0.007966679,0.024104813,0.61461645],"study_design_scores_gemma":[0.021693626,0.041249022,0.03508523,0.034281008,0.00002587137,0.0000036659121,0.34243992,0.0012478775,0.27363622,0.009529367,0.24026902,0.00053916546],"about_ca_topic_score_codex":0.0014967849,"about_ca_topic_score_gemma":0.0015486317,"teacher_disagreement_score":0.61407727,"about_ca_system_score_codex":0.00046530052,"about_ca_system_score_gemma":0.0018083411,"threshold_uncertainty_score":0.6188844},"labels":[],"label_agreement":null},{"id":"W4414032745","doi":"10.1016/j.jpra.2025.09.002","title":"Ethical considerations of complex reconstructions in resource poor countries","year":2025,"lang":"en","type":"article","venue":"JPRAS Open","topic":"Global Health and Surgery","field":"Medicine","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":"Queensway-Carleton Hospital","funders":"","keywords":"Medicine; Environmental ethics; Political science; Philosophy","score_opus":0.06016231127752805,"score_gpt":0.4051814796684519,"score_spread":0.34501916839092384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414032745","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":[0.26453188,0.00022326117,0.00007156806,0.26996002,0.00032596994,0.0013898617,0.000089989095,0.00003855496,0.4633689],"genre_scores_gemma":[0.96211696,0.000024447667,0.0022582086,0.03371848,0.000022700484,0.000023011517,0.000031913027,0.000004092914,0.0018001806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991575,0.000090823654,0.0003631701,0.00013012839,0.00009751538,0.00016086837],"domain_scores_gemma":[0.9990893,0.0004947327,0.000048888982,0.00017894678,0.000109323184,0.00007880506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051719113,0.000056374545,0.0002881408,0.00011854818,0.00008444751,0.000022420925,0.000062470666,0.00013249794,0.00076276076],"category_scores_gemma":[0.0008584383,0.00005237883,0.000030521387,0.00023400103,0.00014653683,0.00004194628,0.00006796515,0.00028836928,0.000022624217],"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":[0.0003543019,0.00012116844,0.084285684,0.00018729674,0.000034273395,0.000033294797,0.00015359944,0.000008518171,0.00015512948,0.2557132,0.6575469,0.0014066846],"study_design_scores_gemma":[0.0016565907,0.00006545152,0.1726082,0.00035178137,0.000030365278,0.000107351465,0.00073660334,0.000116091585,0.00023638162,0.008128618,0.81588614,0.00007644654],"about_ca_topic_score_codex":0.00066518306,"about_ca_topic_score_gemma":0.00095270446,"teacher_disagreement_score":0.6975851,"about_ca_system_score_codex":0.00005257384,"about_ca_system_score_gemma":0.0007740025,"threshold_uncertainty_score":0.8351695},"labels":[],"label_agreement":null},{"id":"W4414065372","doi":"10.1038/s41591-025-03859-5","title":"Building the world’s first truly global medical foundation model","year":2025,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University; Université de Montréal","funders":"National Medical Research Council; Moorfields Eye Hospital NHS Foundation Trust; Alcon Research Institute; Medical Research Council; Research Grants Council, University Grants Committee; Moorfields Eye Charity; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Foundation (evidence); MEDLINE","score_opus":0.013496048353604679,"score_gpt":0.3526392400156141,"score_spread":0.3391431916620094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414065372","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":[0.00016472304,0.0058890274,0.0016251195,0.93510216,0.0056333225,0.0008161099,0.00004157809,0.00018095579,0.050547022],"genre_scores_gemma":[0.005710181,0.0004898271,0.0005851333,0.9566426,0.019097049,0.00005725161,0.0009416833,0.0000393219,0.016436946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941968,0.00013951406,0.00091985596,0.00076145213,0.0029533815,0.0010290412],"domain_scores_gemma":[0.99686146,0.0010603276,0.0002819362,0.0009430098,0.00039720166,0.0004560929],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0015169503,0.00059599016,0.0012592828,0.00036772876,0.00031754034,0.000022870287,0.000578435,0.003135246,0.0009856558],"category_scores_gemma":[0.003786603,0.00034016874,0.00028254298,0.0013430614,0.00041956772,0.000053654105,0.00013393635,0.009665376,0.00005074761],"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":[0.00015493519,0.000026298145,0.00025965885,0.0010910633,0.00010963575,0.0009066132,0.000020233721,0.0000047629296,6.223526e-7,0.003539127,0.9824174,0.011469626],"study_design_scores_gemma":[0.0015775405,0.000088805136,0.0004994319,0.004116013,0.00046226807,0.00029843723,0.000008480833,0.0038414886,0.0000022475008,0.0028507295,0.98601955,0.00023500429],"about_ca_topic_score_codex":0.0002051516,"about_ca_topic_score_gemma":0.00040892276,"teacher_disagreement_score":0.034110077,"about_ca_system_score_codex":0.0007986814,"about_ca_system_score_gemma":0.0020158282,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W4414240070","doi":"10.22329/cjpp.v8i1.7799","title":"Inter-philosophy Dialogue Informs Research","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Practical Philosophy","topic":"Global Health and Surgery","field":"Medicine","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":"Laurentian University; Brandon University","funders":"","keywords":"Normative; CLARITY; Context (archaeology); Value (mathematics); Empirical research","score_opus":0.14385181862043503,"score_gpt":0.39912562464971607,"score_spread":0.25527380602928107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414240070","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":[0.13090624,0.0018842517,0.00012561513,0.5138817,0.0047886097,0.00084031944,0.00016786861,0.000031204396,0.3473742],"genre_scores_gemma":[0.9876467,0.000026444302,0.00034071426,0.010128202,0.001650024,0.000010608367,0.0000171269,0.000026395372,0.00015378743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968746,0.00036401983,0.0007487948,0.00018429359,0.0009617969,0.0008665152],"domain_scores_gemma":[0.99497175,0.00055562926,0.00023333874,0.00032183251,0.0006731518,0.0032442783],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032880926,0.00014861199,0.00043746622,0.0011076924,0.0006003502,0.000045564462,0.00024694586,0.00010260657,0.0015913266],"category_scores_gemma":[0.0035229826,0.00013021516,0.00024014118,0.00081190845,0.00030262882,0.00033758723,0.00007393589,0.0028571584,0.00015898973],"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":[0.003831157,0.0007091359,0.032825276,0.0004210815,0.00036513526,0.037514225,0.0013089372,0.000029592022,0.00008364549,0.41867492,0.49319884,0.011038038],"study_design_scores_gemma":[0.0014499283,0.0029406045,0.003286392,0.00014279586,0.000058329846,0.008160759,0.00040116033,0.000025216335,0.000015915233,0.20280586,0.78050756,0.000205468],"about_ca_topic_score_codex":0.0016346397,"about_ca_topic_score_gemma":0.00039160802,"teacher_disagreement_score":0.8567405,"about_ca_system_score_codex":0.0009593142,"about_ca_system_score_gemma":0.0077836346,"threshold_uncertainty_score":0.9994433},"labels":[],"label_agreement":null},{"id":"W4414313335","doi":"10.1158/1538-7755.disp25-c158","title":"Abstract C158: Bridging gaps through partnership: A community-academic-government-industry approach to advancing cancer equity for Black women in the South","year":2025,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Global Health and Surgery","field":"Medicine","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 Health Research Institute","funders":"","keywords":"General partnership; Health equity; Breast cancer; Cervical cancer; Equity (law); Black women; Health care; Public health","score_opus":0.13950497881865104,"score_gpt":0.4621702024119459,"score_spread":0.32266522359329486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414313335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613736,0.0052297744,0.004525873,0.01630416,0.00085900363,0.0027605495,0.000083969346,0.00006641249,0.0087966295],"genre_scores_gemma":[0.97151995,0.0006063577,0.0008497189,0.023154952,0.00050374796,0.0023440928,0.000079130965,0.000022132745,0.00091989577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953639,0.0013338786,0.0010324866,0.00051395805,0.00022732855,0.0015284506],"domain_scores_gemma":[0.9971822,0.0015642698,0.00039287138,0.00050456607,0.000069556736,0.00028654299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013574992,0.00029027477,0.00082987134,0.00010360264,0.0002986987,0.00000968997,0.0003402695,0.0006247192,0.000046292374],"category_scores_gemma":[0.0024939992,0.00023683463,0.0002205492,0.00051502563,0.00019622307,0.000141677,0.00014956071,0.0015459767,0.000004169756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037817468,0.0004098525,0.7777601,0.003160342,0.00053361565,0.0000048114625,0.006858862,0.00072149804,0.0004003316,0.001244976,0.14777161,0.057352267],"study_design_scores_gemma":[0.004237325,0.00028388237,0.88884836,0.0042193234,0.00032645406,0.000010006149,0.026680583,0.0016746141,0.00019671665,0.017688654,0.055273723,0.00056037673],"about_ca_topic_score_codex":0.0011296312,"about_ca_topic_score_gemma":0.00028600867,"teacher_disagreement_score":0.11108826,"about_ca_system_score_codex":0.0022013795,"about_ca_system_score_gemma":0.0006079859,"threshold_uncertainty_score":0.9657836},"labels":[],"label_agreement":null},{"id":"W4414498885","doi":"10.1097/prs.0000000000012373","title":"Simulation in Cleft Care: Evolution, Evidence, and Training the Future Surgeon","year":2025,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children","funders":"","keywords":"Economic shortage; Curriculum; Training (meteorology); General partnership; Variety (cybernetics); Virtual reality; Simulation training; Work (physics); Surgical procedures","score_opus":0.045121627259723886,"score_gpt":0.33275312803014556,"score_spread":0.28763150077042166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414498885","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":[0.0020814503,0.9916439,0.000087154294,0.00006573061,0.0045912946,0.0010470008,0.00008221282,0.0000536707,0.0003476059],"genre_scores_gemma":[0.025677167,0.9732534,0.000046257617,0.00006995285,0.00066000764,0.00011287122,0.00010380088,0.00003080027,0.000045685578],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964742,0.000576407,0.0012433169,0.00067475636,0.00034494093,0.0006863761],"domain_scores_gemma":[0.95524997,0.043444168,0.0004508671,0.0003478823,0.000263275,0.00024383471],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012005589,0.00051001465,0.0025459814,0.0009221224,0.00019514104,0.000035127603,0.000088011766,0.0005308291,0.000049227107],"category_scores_gemma":[0.009200595,0.00035865715,0.0005211726,0.0012067888,0.00024344501,0.00015745343,0.00005624843,0.000909226,0.000013290206],"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":[0.000072034694,0.000014444542,0.027370077,0.023044663,0.000083064966,0.000056037483,0.00015809332,0.000017199347,7.719191e-9,0.000120159755,0.00027226668,0.948792],"study_design_scores_gemma":[0.00045123074,0.00006215573,0.052735843,0.20492655,0.0018657953,0.000770414,0.0033650887,0.0003605861,4.800801e-8,0.00032472078,0.7341994,0.0009381847],"about_ca_topic_score_codex":0.00006280458,"about_ca_topic_score_gemma":0.000097724944,"teacher_disagreement_score":0.94785374,"about_ca_system_score_codex":0.00059944304,"about_ca_system_score_gemma":0.004556858,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W4414770700","doi":"10.1016/s0140-6736(25)01967-1","title":"The gaze reversed: global health through local eyes","year":2025,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","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 Ottawa","funders":"","keywords":"Gaze; Global health; MEDLINE; Global strategy; Eye movement","score_opus":0.02912459777189652,"score_gpt":0.3796967541364244,"score_spread":0.3505721563645279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414770700","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":[0.036039874,0.02335035,0.002521957,0.7260685,0.002397164,0.00076110655,0.00006984083,0.00021404822,0.20857717],"genre_scores_gemma":[0.8628284,0.0035552578,0.00024567582,0.12949228,0.00079774816,0.000015401789,0.000010524932,0.000005590234,0.0030491455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886566,0.00010778079,0.0002037416,0.00012588916,0.00017294673,0.00052397104],"domain_scores_gemma":[0.9991345,0.000174132,0.000047641548,0.0005231739,0.00003686009,0.00008369238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072511914,0.00008509271,0.00032134453,0.0000060153106,0.00030850052,0.00001582028,0.0001735426,0.000042308537,0.000021008615],"category_scores_gemma":[0.00013251769,0.000041063107,0.00006224018,0.00025285577,0.00015228025,0.000021399086,0.0000451913,0.00019091163,0.00009125779],"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":[0.0004045644,0.000020126696,0.009026871,0.0001078598,0.000025372201,0.0000076278548,0.00006806516,0.0000029326884,8.1918796e-7,0.05869254,0.8924507,0.039192535],"study_design_scores_gemma":[0.00080177997,0.00005698241,0.058419704,0.0001637819,0.000014237014,0.000019648649,0.0003920637,0.00006746765,0.0000075463186,0.012052449,0.9279652,0.00003913414],"about_ca_topic_score_codex":0.00069008017,"about_ca_topic_score_gemma":0.00022294211,"teacher_disagreement_score":0.8267885,"about_ca_system_score_codex":0.00017600664,"about_ca_system_score_gemma":0.00049348385,"threshold_uncertainty_score":0.23727678},"labels":[],"label_agreement":null},{"id":"W4415029961","doi":"10.3390/ijerph22101545","title":"Surgical Education Within Planetary Health Curricula: A Global Environmental Scan (2022–2025)","year":2025,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"BC Children's Hospital; McMaster University; Vancouver General Hospital; Western University; University of British Columbia","funders":"","keywords":"Curriculum; The Internet; Intersection (aeronautics); Global health; Carbon footprint; Global climate; MEDLINE; Focus group","score_opus":0.06747201786575842,"score_gpt":0.45701585372082393,"score_spread":0.3895438358550655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415029961","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":[0.0015541582,0.9846199,0.000008383188,0.009604298,0.001500833,0.0009483641,0.0010346143,0.000009814225,0.00071962306],"genre_scores_gemma":[0.0045989393,0.9902504,0.00018151064,0.0017288446,0.00096898584,0.00002871409,0.0015223883,0.000023367862,0.00069683115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264747,0.0011325063,0.001997927,0.0005216654,0.0026018121,0.0010986073],"domain_scores_gemma":[0.99547213,0.00044879387,0.001021112,0.00028274755,0.00007697773,0.0026982424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046105394,0.00039699982,0.0016601917,0.00094643154,0.00026347328,0.000114879396,0.000499091,0.0002735019,0.0004684367],"category_scores_gemma":[0.00025936027,0.00031723455,0.0003986643,0.00036340536,0.00038675818,0.00022618278,0.00029475513,0.0017242072,0.000057246667],"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":true,"study_design_scores_codex":[0.00014322382,0.0018600223,0.0035772533,0.003340618,0.00025059347,0.00029941223,0.000044073084,1.1863912e-7,5.1342745e-8,0.000352661,0.013175288,0.97695667],"study_design_scores_gemma":[0.0008238993,0.0011651916,0.0029835245,0.008963773,0.000030584328,0.0058163796,0.00039205307,0.0000038811863,3.6402806e-8,0.00017312914,0.9794828,0.0001646922],"about_ca_topic_score_codex":0.00034194646,"about_ca_topic_score_gemma":0.000027705,"teacher_disagreement_score":0.976792,"about_ca_system_score_codex":0.0060035787,"about_ca_system_score_gemma":0.016482884,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W4415330428","doi":"10.1016/j.clinimag.2025.110655","title":"Global health in Canadian radiology residency training: Program directors' perspectives and the current state of implementation","year":2025,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Global Health and Surgery","field":"Medicine","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":"Montreal General Hospital; Centre de Santé et de Services Sociaux de la Montagne; McGill University; McGill University Health Centre","funders":"","keywords":"Workforce; Accreditation; Curriculum; Growth hormone receptor; Global health; Interventional radiology; Descriptive statistics","score_opus":0.04873939126645342,"score_gpt":0.5134534251676648,"score_spread":0.46471403390121135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415330428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89948785,0.025924005,0.00004929585,0.07099977,0.00065243396,0.0012135431,0.000030031844,0.000030142448,0.0016129423],"genre_scores_gemma":[0.99608713,0.0017881203,0.00019685288,0.0018428401,0.000042955333,0.000020590454,0.000011356298,0.0000027256292,0.0000074424306],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831766,0.0003422432,0.00065279973,0.00020734318,0.00006125843,0.0004187206],"domain_scores_gemma":[0.999053,0.00038471763,0.0001058909,0.00011465998,0.0000638667,0.00027788174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022115272,0.00007083062,0.00039475592,0.00008848825,0.00005795585,0.000007886972,0.00004260855,0.000015204204,0.0000044532662],"category_scores_gemma":[0.00086909166,0.00005090872,0.00006326569,0.00027123472,0.00032310456,0.000028844359,0.000018370583,0.00019929298,4.0377375e-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":[0.000096921365,0.000028639593,0.44886148,0.000035081022,0.000008262334,0.00000310164,0.00042103318,1.5051278e-7,4.4769084e-8,0.0012202647,0.0009932957,0.54833174],"study_design_scores_gemma":[0.0019476337,0.00007302067,0.9865702,0.00013810565,0.000015206274,0.000007650891,0.0009195938,0.00030381762,1.76703e-7,0.004779612,0.0052113486,0.000033657678],"about_ca_topic_score_codex":0.09213861,"about_ca_topic_score_gemma":0.17109983,"teacher_disagreement_score":0.54829806,"about_ca_system_score_codex":0.00024881877,"about_ca_system_score_gemma":0.0032823673,"threshold_uncertainty_score":0.91390693},"labels":[],"label_agreement":null},{"id":"W4415488995","doi":"10.1302/1358-992x.2025.10.003","title":"THE IMPACT OF CANADIAN-PRODUCED RESEARCH ON GLOBAL ORTHOPAEDIC LITERATURE: A BIBLIOMETRIC ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Global Health and Surgery","field":"Medicine","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":"Impact factor; Bibliometrics; Citation; Orthopedic surgery; Productivity; Quality (philosophy)","score_opus":0.04210858558076533,"score_gpt":0.39955648269506944,"score_spread":0.35744789711430414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415488995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92992723,0.0071621593,0.0000032250039,0.0047248905,0.00029076147,0.0007014586,0.000083640254,0.00006599991,0.05704065],"genre_scores_gemma":[0.99512917,0.0024825735,0.000038825892,0.0006342177,0.00020346479,0.0000622092,0.00004421548,0.000015689608,0.00138961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995633,0.00007090925,0.0007266785,0.0006658296,0.0013575562,0.0015459958],"domain_scores_gemma":[0.9951776,0.00040201537,0.00017098058,0.000502702,0.0025961157,0.001150541],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.004937405,0.0003009251,0.0006913326,0.112124875,0.0005951195,0.00016902848,0.0003732099,0.00028897717,0.000052749183],"category_scores_gemma":[0.0051256125,0.00018893059,0.0008882831,0.5357341,0.00027604096,0.00013788248,0.00008916177,0.00086562807,0.00002820156],"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":[0.0008836271,0.00013844015,0.8406335,0.0002680317,0.0008173294,0.00006228684,0.00006679556,0.0000030687986,0.00006710847,0.005044425,0.122371994,0.029643387],"study_design_scores_gemma":[0.0009337786,0.00068494247,0.9788826,0.00048057426,0.0003591236,0.000041120496,0.00015844953,0.00022288848,0.00008097631,0.00061676576,0.017384987,0.00015379052],"about_ca_topic_score_codex":0.03910457,"about_ca_topic_score_gemma":0.0037541,"teacher_disagreement_score":0.42360923,"about_ca_system_score_codex":0.0009787622,"about_ca_system_score_gemma":0.003430449,"threshold_uncertainty_score":0.9672941},"labels":[],"label_agreement":null},{"id":"W4415492827","doi":"10.1093/noajnl/vdaf229","title":"An innovative virtual fellowship leveraging global and regional mentorship to foster pediatric neuro-oncologists in low/middle-income countries","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Global Health and Surgery","field":"Medicine","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":"American Lebanese Syrian Associated Charities","keywords":"Mentorship; Quality (philosophy); MEDLINE; Patient care; Clinical Practice; Child care","score_opus":0.026763895644511596,"score_gpt":0.3464562300592736,"score_spread":0.319692334414762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415492827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97805095,0.0015748561,0.00012196613,0.015219387,0.0018632836,0.00084602734,0.000025980275,0.00011657984,0.002180985],"genre_scores_gemma":[0.93855685,0.0006167554,0.00036325512,0.059926342,0.00033854548,0.00010101899,0.000017799217,0.000016298303,0.00006312751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668175,0.00044290064,0.0007613807,0.00084395567,0.00035613906,0.0009138904],"domain_scores_gemma":[0.99715555,0.0016228788,0.00020134413,0.000319141,0.00028368624,0.00041739034],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074374786,0.00036135473,0.000780347,0.0004777495,0.0001973113,0.000036055488,0.00022016674,0.00027830893,0.000021166241],"category_scores_gemma":[0.0012057298,0.00034011668,0.00005602703,0.0017195103,0.00030596944,0.00038851512,0.00015611092,0.0005570465,0.000022895316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002990705,0.00026373644,0.98620796,0.0003516202,0.000013259741,0.00071817363,0.00045642207,0.00008155934,0.00020115881,0.0018653115,0.0014319988,0.0054181223],"study_design_scores_gemma":[0.00440718,0.0036446908,0.85487425,0.00030150116,0.00006733157,0.00026293314,0.0008346894,0.00010797499,0.00020407626,0.0015032283,0.13334996,0.00044217348],"about_ca_topic_score_codex":0.00003500862,"about_ca_topic_score_gemma":0.00032560097,"teacher_disagreement_score":0.13191797,"about_ca_system_score_codex":0.00058008695,"about_ca_system_score_gemma":0.0010847459,"threshold_uncertainty_score":0.9999051},"labels":[],"label_agreement":null},{"id":"W4415533650","doi":"10.1016/j.epidem.2025.100864","title":"The bridge between two worlds: Global South researchers' journeys through Global North academic training and beyond","year":2025,"lang":"en","type":"article","venue":"Epidemics","topic":"Global Health and Surgery","field":"Medicine","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":"Ministry of Health -Singapore; International Development Research Centre","keywords":"Global South; Agency (philosophy); Global health; Infectious disease (medical specialty); Capacity building; Sierra leone; Epidemiology; Globalization; Global Leadership","score_opus":0.13967497605281576,"score_gpt":0.4367569830789329,"score_spread":0.29708200702611715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415533650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91163534,0.01231108,0.001545937,0.040298145,0.0006877569,0.0006234133,0.00027361087,0.00013446811,0.032490276],"genre_scores_gemma":[0.984354,0.001715152,0.0007502892,0.011839569,0.0007063189,0.000013837747,0.000043288215,0.000013922271,0.0005636185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669755,0.00032988194,0.0007837294,0.00044782125,0.0004834813,0.0012575466],"domain_scores_gemma":[0.9972245,0.0014408062,0.00016564425,0.00041274287,0.00014587613,0.000610426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869426,0.00025390316,0.00062651717,0.00004240616,0.0005303305,0.00004684854,0.0002795322,0.00024372553,0.0000070340875],"category_scores_gemma":[0.0041226237,0.00018883309,0.0001460711,0.0010148367,0.00037996302,0.00013120707,0.00019859096,0.0012106778,0.000025696063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015645051,0.000009884143,0.88994855,0.00006777893,0.00008632723,0.000025191277,0.0004716632,0.000004126342,4.7252323e-7,0.008717358,0.036293924,0.0642183],"study_design_scores_gemma":[0.0014211519,0.00007026346,0.85468304,0.0002353404,0.00012085906,0.000049159346,0.001130956,0.00021499353,0.0000020337257,0.024425482,0.11747026,0.00017646898],"about_ca_topic_score_codex":0.00038733406,"about_ca_topic_score_gemma":0.00033398258,"teacher_disagreement_score":0.08117633,"about_ca_system_score_codex":0.0004765565,"about_ca_system_score_gemma":0.0010784549,"threshold_uncertainty_score":0.77003896},"labels":[],"label_agreement":null},{"id":"W4415571286","doi":"10.1136/bmjgh-2025-021194","title":"Obstetrician and gynaecologist engagement in global surgery: adding necessary value to the field","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; University of British Columbia","funders":"National Institutes of Health; University of Texas MD Anderson Cancer Center; South African Medical Research Council; Medical Research Council; Foundation for the National Institutes of Health","keywords":"Obstetrics and gynaecology; Field (mathematics); Value (mathematics); Representation (politics); Value for money","score_opus":0.02982202072771546,"score_gpt":0.40466362923009247,"score_spread":0.374841608502377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415571286","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":[0.40584576,0.0145352315,0.00069352926,0.48415577,0.005966773,0.004948295,0.00023003832,0.00021637732,0.08340824],"genre_scores_gemma":[0.86035204,0.00043131388,0.00040580877,0.1384776,0.0001157047,0.000073563184,0.0000189725,0.0000048215816,0.000120193814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712527,0.00039680567,0.00073957857,0.00043038244,0.00033957572,0.0009683995],"domain_scores_gemma":[0.9977446,0.0011415414,0.00011837432,0.00039218314,0.00006483197,0.00053843553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569222,0.00020726395,0.00060923275,0.00012809492,0.00028848264,0.0000351356,0.00014111519,0.00013565145,0.00002909581],"category_scores_gemma":[0.0032334419,0.00015862937,0.00009298614,0.0018335839,0.000042030926,0.000047033784,0.00017666159,0.0002810119,0.000028080163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023043083,0.0001049942,0.42337477,0.0003204009,0.00001632518,0.00009759788,0.00003860893,0.000021564658,6.2116406e-8,0.009196239,0.32039893,0.24620007],"study_design_scores_gemma":[0.0005374171,0.00021131206,0.8329452,0.00037238174,0.000013999243,0.000029594168,0.00046466125,0.00018879138,0.0000011033756,0.00061208743,0.16450693,0.000116518255],"about_ca_topic_score_codex":0.006324282,"about_ca_topic_score_gemma":0.0029117425,"teacher_disagreement_score":0.45450628,"about_ca_system_score_codex":0.0016220425,"about_ca_system_score_gemma":0.0021581508,"threshold_uncertainty_score":0.95604646},"labels":[],"label_agreement":null},{"id":"W4415600656","doi":"10.1186/s41256-025-00460-8","title":"An updated definition of global health","year":2025,"lang":"en","type":"letter","venue":"Global Health Research and Policy","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Global health; Public health; Population health; Health equity; International health; Health policy; Equity (law); One Health; Scope (computer science)","score_opus":0.12735837414576437,"score_gpt":0.5211916650390982,"score_spread":0.39383329089333385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415600656","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":[0.00312074,0.007676011,0.000029043455,0.95163643,0.00039304816,0.0017250711,0.0074063693,0.00011929275,0.027894013],"genre_scores_gemma":[0.02694035,0.007713022,0.00055173296,0.9533236,0.0035992244,0.000049555292,0.0073750606,0.00002660492,0.00042085335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99125355,0.0014381314,0.0013128549,0.0008849351,0.001690673,0.0034198684],"domain_scores_gemma":[0.9951629,0.00018081951,0.00037467174,0.0009515446,0.0009088436,0.0024211956],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002930237,0.00045371777,0.0015472369,0.0005215968,0.0005303761,0.000057798854,0.00032102983,0.0010086135,0.00006762256],"category_scores_gemma":[0.00038373572,0.0004236123,0.00016578635,0.0028955939,0.0005149239,0.00009705797,0.00012723527,0.0023572175,0.000059614627],"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":true,"study_design_scores_codex":[0.0006101232,0.00021783571,0.002791085,0.0049660928,0.00004677647,0.00012515468,0.000026507938,6.718496e-8,2.3509396e-7,0.022642924,0.9227589,0.0458143],"study_design_scores_gemma":[0.0015109275,0.0045889337,0.02651131,0.0013189403,0.000013910713,0.00027933338,0.00006712288,0.000010043322,9.5338606e-7,0.0357699,0.9297116,0.00021707514],"about_ca_topic_score_codex":0.07258146,"about_ca_topic_score_gemma":0.0012508185,"teacher_disagreement_score":0.071330644,"about_ca_system_score_codex":0.004381823,"about_ca_system_score_gemma":0.039985485,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W4415602684","doi":"10.1186/s41256-025-00436-8","title":"Decolonizing global health: a scoping review of its key components, proposed actions, and contributors","year":2025,"lang":"en","type":"review","venue":"Global Health Research and Policy","topic":"Global Health and Surgery","field":"Medicine","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":"The Scarborough Hospital; Dawson College; Simon Fraser University; McGill University; University of British Columbia","funders":"","keywords":"CLARITY; Mainstream; Key (lock); Public health; Global health","score_opus":0.27663506435017626,"score_gpt":0.5994535315814464,"score_spread":0.32281846723127017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415602684","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":[0.000023155202,0.9675431,0.000006356672,0.018411124,0.00027908455,0.009926209,0.0022117065,0.00006261238,0.0015366123],"genre_scores_gemma":[0.00003495984,0.9916961,0.00014644657,0.0069395974,0.00035062197,0.00017748472,0.00050400355,0.000020073043,0.00013068279],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99109703,0.0020389005,0.0023178244,0.00085395126,0.0011264258,0.0025658433],"domain_scores_gemma":[0.9939088,0.0008856946,0.0008026547,0.00058044074,0.0008144837,0.0030079002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0058379266,0.0005511643,0.004757635,0.0005154933,0.00077397673,0.00005304471,0.00024290383,0.0004170785,0.000020908878],"category_scores_gemma":[0.0040878537,0.00046029023,0.0003140489,0.0033153386,0.00033592831,0.00008948393,0.00037849587,0.0010081098,0.000024656496],"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":true,"study_design_scores_codex":[0.000073206145,0.00009348465,0.00007936123,0.5149503,0.000048940023,0.000013442999,0.0000062550957,2.9623943e-9,5.1823843e-9,0.0033154816,0.011149691,0.47026983],"study_design_scores_gemma":[0.0005165242,0.00059699034,0.00026431846,0.52584535,0.000042574487,0.00023315167,0.000009439022,9.661969e-7,3.186707e-8,0.0001043268,0.4722699,0.000116415424],"about_ca_topic_score_codex":0.005478495,"about_ca_topic_score_gemma":0.00045700985,"teacher_disagreement_score":0.47015342,"about_ca_system_score_codex":0.00413632,"about_ca_system_score_gemma":0.056429237,"threshold_uncertainty_score":0.9997849},"labels":[],"label_agreement":null},{"id":"W4415603049","doi":"10.1093/jalm/jfaf145","title":"How to Get Involved in Global Laboratory Medicine: A Perspective","year":2025,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Global Health and Surgery","field":"Medicine","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":"Intramural Research Program; National Institutes of Health","keywords":"Perspective (graphical); Key (lock); Context (archaeology); Work (physics)","score_opus":0.01146417245028877,"score_gpt":0.3048913057020083,"score_spread":0.29342713325171954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415603049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6969501,0.016637458,0.00047380768,0.2541013,0.0020529958,0.0013184715,0.000041344254,0.0000667137,0.028357822],"genre_scores_gemma":[0.9589283,0.000635304,0.00021076562,0.03884319,0.0011994545,0.000014437445,0.0000032948283,0.000020682459,0.00014455916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996905,0.00023630206,0.001017755,0.00027057444,0.00095809373,0.00061222404],"domain_scores_gemma":[0.99614894,0.00047010026,0.00044921035,0.00053038757,0.0017056739,0.00069569214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043151635,0.00034163264,0.00123865,0.0005746351,0.00011373529,0.000011176478,0.00038412394,0.00018607907,0.000074103315],"category_scores_gemma":[0.0020135788,0.0001979133,0.00006472826,0.003789227,0.00050539407,0.00009884631,0.00006601806,0.00088161073,0.000011749504],"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":[0.021314148,0.000690171,0.026789598,0.00090895954,0.0007102574,0.0011194199,0.01173195,0.00007935241,0.031993445,0.09687159,0.8029891,0.0048019635],"study_design_scores_gemma":[0.033306662,0.0051935804,0.1529222,0.0077208183,0.001826683,0.00019464246,0.21122968,0.00006127198,0.0029531594,0.019316655,0.5643679,0.0009067713],"about_ca_topic_score_codex":0.00013978411,"about_ca_topic_score_gemma":0.00017322897,"teacher_disagreement_score":0.26197824,"about_ca_system_score_codex":0.0010845079,"about_ca_system_score_gemma":0.0020118675,"threshold_uncertainty_score":0.807067},"labels":[],"label_agreement":null},{"id":"W4415611818","doi":"10.5489/cuaj.9286","title":"Enhancing surgical capacity in the low- to middle-income countries","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Global Health and Surgery","field":"Medicine","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":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Resource (disambiguation); MEDLINE; Capacity building; Global health; Scale (ratio); Capacity planning","score_opus":0.01763941250131333,"score_gpt":0.2563220464284822,"score_spread":0.23868263392716887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415611818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87280977,0.000163986,0.000018395176,0.12137181,0.0004346528,0.00017686252,0.000012475053,0.000010141151,0.005001914],"genre_scores_gemma":[0.9528027,0.00003633793,0.000044154836,0.046479043,0.00025297765,0.000008409097,0.0000029893088,0.0000027337544,0.0003706414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816483,0.00028342858,0.0004110968,0.00013388024,0.0003325426,0.0006742389],"domain_scores_gemma":[0.9984006,0.0005756742,0.00008575772,0.000092700044,0.0001918981,0.0006533303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025424035,0.00009576341,0.00026740239,0.00023836375,0.00026829395,0.00007064216,0.00012050474,0.00021161474,0.00020207482],"category_scores_gemma":[0.0019368511,0.000063805855,0.00009352499,0.00049807923,0.00002268911,0.000044444125,0.000009209791,0.0007092816,0.000073545576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008805118,0.000024959829,0.9898446,0.00002369841,0.000017380686,0.00041690783,0.0001971945,0.000008978052,0.0000037432776,0.0023927598,0.0067688706,0.00021283184],"study_design_scores_gemma":[0.00048466213,0.00007682079,0.804149,0.00009973623,0.000013167597,0.00016170627,0.0001019405,0.00001304537,0.00000882185,0.0007244465,0.19410744,0.000059224407],"about_ca_topic_score_codex":0.0023879134,"about_ca_topic_score_gemma":0.009689329,"teacher_disagreement_score":0.18733856,"about_ca_system_score_codex":0.0015080387,"about_ca_system_score_gemma":0.001016295,"threshold_uncertainty_score":0.5406873},"labels":[],"label_agreement":null},{"id":"W4415672084","doi":"10.1371/journal.pgph.0005310","title":"Disinvesting in the future leadership of global health has already begun: What can we do about it?","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","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; McGill University Health Centre","funders":"","keywords":"Global health; Global Leadership; Preparedness; Face (sociological concept); Global climate; Global challenges; Global strategy; Public health","score_opus":0.1240698248750972,"score_gpt":0.3663818696762952,"score_spread":0.242312044801198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415672084","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":[0.08742253,0.05487042,0.00004516379,0.85011685,0.0011868905,0.0015465022,0.00024341354,0.00012048185,0.0044477317],"genre_scores_gemma":[0.78973174,0.0043704077,0.00025544444,0.20497462,0.00043298674,0.00004283751,0.00013085605,0.000014364764,0.000046734647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99300164,0.0010707097,0.0016171598,0.0007119334,0.0011509641,0.0024475784],"domain_scores_gemma":[0.9965339,0.00027204567,0.000520633,0.0008959757,0.00028233972,0.0014951568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038559146,0.0004308478,0.0012657294,0.00016458458,0.0004388883,0.000266714,0.00052626565,0.00028735248,0.0000324728],"category_scores_gemma":[0.0008692993,0.00032539634,0.00020212818,0.0032308106,0.00032194937,0.0003763582,0.000101759186,0.0007093371,0.000016516973],"study_design_candidate":"observational","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":[0.0002853457,0.0018139171,0.34037414,0.0071795494,0.00013812126,0.00007180089,0.0039832746,0.0000052218843,0.0000010310301,0.078709245,0.21785463,0.3495837],"study_design_scores_gemma":[0.004589833,0.001320266,0.57673407,0.009944595,0.000065188164,0.0002608346,0.09002676,0.00024552934,0.0000022706056,0.0061926018,0.31002992,0.0005881624],"about_ca_topic_score_codex":0.005763687,"about_ca_topic_score_gemma":0.011744796,"teacher_disagreement_score":0.70230925,"about_ca_system_score_codex":0.0030498737,"about_ca_system_score_gemma":0.017080784,"threshold_uncertainty_score":0.99991983},"labels":[],"label_agreement":null},{"id":"W4415685768","doi":"10.1177/30502225251383342","title":"Knowledge Mobilization Efforts by Global Pediatric Oncology Civil Society Organizations: An Environmental Scan Protocol","year":2025,"lang":"en","type":"article","venue":"Sage Open Pediatrics","topic":"Global Health and Surgery","field":"Medicine","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":"Research Canada; University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; World Wildlife Fund Canada; Université de Montréal; Centre de réadaptation Lethbridge-Layton-Mackay; McGill University","funders":"Institute of Human Development, Child and Youth Health","keywords":"Civil society; Extant taxon; Dissemination; Snapshot (computer storage); Community mobilization; Pediatric oncology; Mobilization; Patient advocacy","score_opus":0.010776455634433366,"score_gpt":0.3522630669448932,"score_spread":0.3414866113104598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415685768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40158144,0.007410644,0.014450186,0.0026087859,0.0037466371,0.37929177,0.0018538014,0.0008933706,0.18816335],"genre_scores_gemma":[0.8796087,0.004686028,0.0070042834,0.01117172,0.0031949088,0.07168987,0.0046251267,0.00018816946,0.017831197],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978635,0.00014449804,0.00060544815,0.00054830126,0.00028258088,0.0005557256],"domain_scores_gemma":[0.99872583,0.000092853625,0.00018976636,0.00042257248,0.000121889265,0.0004470631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065953605,0.000251218,0.0004200656,0.00009104944,0.00034609236,0.000082671744,0.00031434913,0.00034814482,0.00063868635],"category_scores_gemma":[0.00019459391,0.0002464494,0.00009149936,0.0019947595,0.00006286059,0.0003045294,0.00033794186,0.00023418255,0.00009934202],"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":[0.00017351854,0.0021272695,0.69178814,0.00056449685,0.000019396648,0.000016772645,0.00021508995,0.000010054771,0.000036935533,0.00013895582,0.28513694,0.019772451],"study_design_scores_gemma":[0.009826607,0.0015049605,0.12569635,0.000062779014,0.0007291356,0.000058129317,0.00082927896,0.0010079992,0.0001164568,0.0006533494,0.8587241,0.0007908258],"about_ca_topic_score_codex":0.000104505176,"about_ca_topic_score_gemma":0.00009728506,"teacher_disagreement_score":0.5735872,"about_ca_system_score_codex":0.0011420302,"about_ca_system_score_gemma":0.0024538704,"threshold_uncertainty_score":0.99999875},"labels":[],"label_agreement":null},{"id":"W4415689580","doi":"10.1080/16549716.2025.2574734","title":"A decade of health research capacity building in Honduras: institutional transformation, challenges, and lessons learned","year":2025,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","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":"Brock University","funders":"","keywords":"Capacity building; Corporate governance; Investment (military); Private sector; Capacity development; Developing country; Health sector; Health policy","score_opus":0.30998232975606693,"score_gpt":0.505730606846392,"score_spread":0.1957482770903251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415689580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8183549,0.021662911,0.0013859186,0.15314467,0.00049640186,0.0009861699,0.00005592175,0.000053994543,0.0038591248],"genre_scores_gemma":[0.97639483,0.021452405,0.00046251452,0.0015801913,0.000040742394,0.000027941673,0.000027537168,0.000003350439,0.000010458816],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974279,0.00045294064,0.000724465,0.00028268486,0.00043739725,0.0006746605],"domain_scores_gemma":[0.9990677,0.00010910822,0.00012895266,0.00015571248,0.00020207217,0.0003364557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003899389,0.000110225534,0.00043358046,0.00036934525,0.00031558351,0.000006988132,0.000049230308,0.00014838386,0.00000388446],"category_scores_gemma":[0.00032768396,0.0001104446,0.00004109186,0.000842708,0.00012822192,0.00017164163,0.000018587532,0.00045644364,0.000002856559],"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":[0.00048241558,0.00023494283,0.004894574,0.003953299,0.000011847099,0.000002224299,0.0006474225,0.000015774056,0.00002813398,0.15111716,0.0009618832,0.8376503],"study_design_scores_gemma":[0.0026348403,0.00047184626,0.93730474,0.0022728078,0.0000065506456,0.000093161056,0.002310557,0.00047428938,0.00006455976,0.02493307,0.029323587,0.00011001911],"about_ca_topic_score_codex":0.006073429,"about_ca_topic_score_gemma":0.0026787692,"teacher_disagreement_score":0.9324101,"about_ca_system_score_codex":0.0019997864,"about_ca_system_score_gemma":0.0034647943,"threshold_uncertainty_score":0.9181248},"labels":[],"label_agreement":null},{"id":"W4415734451","doi":"10.1136/bmjopen-2025-106713","title":"Mobilising global knowledge to strengthen the integration of community health workers (CHWs) in high-income countries with universal healthcare systems: a scoping review protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","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 Health Network; Kellogg's (Canada); Dalhousie University","funders":"Research Nova Scotia; Faculty of Health, Dalhousie University","keywords":"Protocol (science); Health care; Community health; Public health; Research ethics; Developing country; MEDLINE","score_opus":0.0900634763985401,"score_gpt":0.48355120222447684,"score_spread":0.3934877258259367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415734451","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07904767,0.0032456648,0.00021044142,0.038697466,0.0002621782,0.8739835,0.00007853384,0.00005908256,0.004415462],"genre_scores_gemma":[0.822859,0.00015369426,0.00060180423,0.009750243,0.000056260153,0.1662559,0.00005151216,0.000021550337,0.00025006218],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99710363,0.0013479027,0.00080010225,0.00016769662,0.00024011887,0.00034052556],"domain_scores_gemma":[0.99828535,0.000287139,0.00029053196,0.0006471842,0.0003133308,0.00017647249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400128,0.00015513471,0.0008132194,0.00008646076,0.00023327596,0.00004334987,0.0003420435,0.000059183072,0.00000648862],"category_scores_gemma":[0.00032923341,0.000098751414,0.0000357992,0.0010613344,0.00007244704,0.00012156797,0.00023206051,0.00027153292,0.0000037763955],"study_design_candidate":"systematic_review","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":[0.011072004,0.000616796,0.48717436,0.4338009,0.00012624523,0.00002698683,0.004425628,0.00021215243,8.494267e-7,0.015020538,0.018274434,0.029249106],"study_design_scores_gemma":[0.0030131019,0.0011776662,0.0827991,0.8982242,0.00003686352,0.000023309323,0.010837121,0.000115887386,0.0000041532853,0.000042911553,0.0035464107,0.00017928834],"about_ca_topic_score_codex":0.06655951,"about_ca_topic_score_gemma":0.08399934,"teacher_disagreement_score":0.7438113,"about_ca_system_score_codex":0.0009892225,"about_ca_system_score_gemma":0.0056082043,"threshold_uncertainty_score":0.9948714},"labels":[],"label_agreement":null},{"id":"W4415902375","doi":"10.1007/s00264-025-06690-2","title":"Draft of a national arthroplasty registry prototype in Burkina Faso, West Africa","year":2025,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Global Health and Surgery","field":"Medicine","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":"St. Thomas University","funders":"","keywords":"Orthopedic surgery; Sustainability; Corporate governance; Quality (philosophy); User fee; Clinical governance; Health services research; Health care; Arthroplasty","score_opus":0.015134443235422264,"score_gpt":0.3113284521189329,"score_spread":0.2961940088835106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415902375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6553398,0.0008945703,0.0009216414,0.012901879,0.0024759823,0.0010809944,0.00014199148,0.00007972371,0.3261634],"genre_scores_gemma":[0.99516803,0.000088739485,0.00050133065,0.0009413532,0.00014517544,0.00006036009,0.00006801278,0.0000070955275,0.003019919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998472,0.000025454532,0.00048005674,0.00019952463,0.0006158167,0.00020715641],"domain_scores_gemma":[0.99901974,0.00013914167,0.0001225749,0.00013139517,0.0004957127,0.000091417474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038390848,0.0001041018,0.0002172972,0.00034068417,0.000024428353,0.000008274025,0.00009740141,0.00010579079,0.00020970064],"category_scores_gemma":[0.00087378337,0.00009876112,0.000102504724,0.00039523977,0.000088059285,0.00006295195,0.000047332596,0.00022556016,0.000027631997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011813206,0.00059724884,0.94121385,0.0003053074,0.000090291964,0.0002020337,0.00014673985,0.000050538918,0.00012279672,0.030948268,0.016245287,0.008896339],"study_design_scores_gemma":[0.0020991964,0.00014085375,0.54702896,0.0007998437,0.000014627526,0.00008493166,0.000099538236,0.0010164103,0.00009682161,0.0018082606,0.44668785,0.00012271915],"about_ca_topic_score_codex":0.00007079078,"about_ca_topic_score_gemma":0.00007029609,"teacher_disagreement_score":0.43044257,"about_ca_system_score_codex":0.00018418276,"about_ca_system_score_gemma":0.0009790354,"threshold_uncertainty_score":0.40273616},"labels":[],"label_agreement":null},{"id":"W4415953741","doi":"10.34172/hpp.025.44650","title":"Bridging international borders through global health diplomacy: A comprehensive bibliometric analysis of the state of play and leads for advancing this domain","year":2025,"lang":"en","type":"review","venue":"Health Promotion Perspectives","topic":"Global Health and Surgery","field":"Medicine","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; Centre for Global Health Research","funders":"","keywords":"Bridging (networking); Domain (mathematical analysis); Global health; Thematic analysis; Focus (optics); Key (lock)","score_opus":0.047076651872796485,"score_gpt":0.4664590910890919,"score_spread":0.4193824392162954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415953741","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":[0.001190359,0.9822016,0.006172845,0.0046819197,0.00039083537,0.0034534393,0.0016090163,0.00003727948,0.0002627112],"genre_scores_gemma":[0.0033013623,0.99339443,0.002226215,0.0005850793,0.0000654141,0.00010959412,0.00022055194,0.000020724348,0.00007661835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604946,0.00060042925,0.0015152806,0.0006275022,0.0005871584,0.0006201758],"domain_scores_gemma":[0.9962204,0.00056600844,0.0018233916,0.00037726195,0.00076864526,0.0002442759],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0012417482,0.0003560105,0.0029924102,0.012174576,0.00024331035,0.000015617976,0.00017742718,0.00012597324,0.000021511984],"category_scores_gemma":[0.0006641196,0.00026437858,0.0008010447,0.046584584,0.00020301792,0.0001125929,0.00011111598,0.0003307212,4.5627462e-7],"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":[0.00012282952,0.00048512215,0.0014003838,0.09197039,0.0017403564,0.0000019875233,0.002474772,0.000016305006,2.1645972e-7,0.0014158997,0.0013245475,0.8990472],"study_design_scores_gemma":[0.007865121,0.0054575624,0.106807634,0.14680402,0.008891101,0.00026155944,0.0080687255,0.0017609837,0.0000031166508,0.005006004,0.7075468,0.0015273828],"about_ca_topic_score_codex":0.0010635803,"about_ca_topic_score_gemma":0.00016186645,"teacher_disagreement_score":0.8975198,"about_ca_system_score_codex":0.001658134,"about_ca_system_score_gemma":0.0045271404,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W4415954020","doi":"10.64263/kmj.v2i2.44","title":"Enhancing Surgical Safety in Conflict Zones: Implementing the WHO Checklist in North Kivu","year":2024,"lang":"","type":"article","venue":"Kivu Medical Journal","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Checklist; Psychological intervention; Patient safety; Health care; Rural area; Significant difference","score_opus":0.017197016560608718,"score_gpt":0.3368087063168944,"score_spread":0.3196116897562857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415954020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87328017,0.05852209,0.0005471506,0.049896255,0.0076261144,0.0008757262,0.00004242297,0.00006532146,0.009144779],"genre_scores_gemma":[0.95947146,0.028109878,0.00004465793,0.0046859793,0.006627265,0.00002107042,0.000032949287,0.00006923913,0.00093750085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866869,0.0012589623,0.0044511924,0.0007927792,0.0033850288,0.0034251818],"domain_scores_gemma":[0.9929184,0.003088237,0.0003691793,0.00043827138,0.00019103984,0.0029949062],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018012652,0.0006279393,0.0015673917,0.0006791699,0.00059507607,0.00032645895,0.0006501921,0.00063869165,0.007919805],"category_scores_gemma":[0.0038924196,0.00041487894,0.0005811694,0.0022626335,0.0005031751,0.0003101636,0.00034278372,0.007877825,0.00023433244],"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":[0.002202505,0.00092620414,0.4132143,0.0032412193,0.00041035976,0.12689075,0.011039443,0.000026755954,0.000029848276,0.0032712861,0.024477314,0.41427],"study_design_scores_gemma":[0.005679445,0.00032277583,0.18498202,0.013367579,0.00015293687,0.01216602,0.0046060784,0.008697849,0.000019209714,0.00013046776,0.76934016,0.0005354482],"about_ca_topic_score_codex":0.0010372116,"about_ca_topic_score_gemma":0.010043793,"teacher_disagreement_score":0.74486285,"about_ca_system_score_codex":0.0011077443,"about_ca_system_score_gemma":0.0062170154,"threshold_uncertainty_score":0.9998303},"labels":[],"label_agreement":null},{"id":"W4415959255","doi":"10.1177/08404704251388358","title":"Developing Future Leaders in Health Assessment Research: Evaluation of interRAI’s inSPIRe Program","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo; Brock University; Douglas Mental Health University Institute; McMaster University; Horizon Health Network; St. Joseph’s Healthcare Hamilton; University of New Brunswick","funders":"","keywords":"Mentorship; Program evaluation; Knowledge translation; Capacity building; Global health; Research program; Health assessment; MEDLINE","score_opus":0.2289951751615143,"score_gpt":0.548002411865956,"score_spread":0.3190072367044417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415959255","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":[0.10216166,0.006971495,0.00059592375,0.8448539,0.001730554,0.014430565,0.000008980301,0.00018348244,0.029063484],"genre_scores_gemma":[0.9819825,0.0013303858,0.0049844794,0.010298054,0.00005604385,0.00087333063,0.000099185294,0.000015733052,0.00036024133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99560285,0.0007083037,0.00093156594,0.00042972594,0.0012443791,0.0010831944],"domain_scores_gemma":[0.99860525,0.000048926937,0.00015304555,0.00043001352,0.00054928556,0.00021349885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074837664,0.00015946158,0.00044726176,0.0011046209,0.0001859992,0.000014343016,0.00014028065,0.00012001739,0.00001960861],"category_scores_gemma":[0.00008390841,0.00015246341,0.00007491105,0.0017077923,0.00008820959,0.00006948182,0.00015602536,0.00052728626,0.000005855588],"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":[0.00015175852,0.00026725043,0.06651184,0.009833031,0.00004159089,0.000009567949,0.0003534645,0.0000069192,3.8922755e-7,0.08200595,0.013457805,0.82736045],"study_design_scores_gemma":[0.0034894736,0.0009788581,0.62908405,0.0072464556,0.000033477543,0.0000043790824,0.05496056,0.0023785187,0.000012026095,0.006414203,0.2952028,0.0001952229],"about_ca_topic_score_codex":0.0013518429,"about_ca_topic_score_gemma":0.0028752857,"teacher_disagreement_score":0.8798209,"about_ca_system_score_codex":0.0025390745,"about_ca_system_score_gemma":0.0026341577,"threshold_uncertainty_score":0.66395915},"labels":[],"label_agreement":null},{"id":"W4416011396","doi":"10.2196/65306","title":"Barriers and Enablers to the Production of Open Access Medical Education Platforms: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Production (economics); Quality (philosophy); Knowledge production; Continuing medical education; Higher education; Medical device","score_opus":0.0338319549115943,"score_gpt":0.48127528740899245,"score_spread":0.44744333249739815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416011396","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":[0.31739825,0.030652622,0.00006740301,0.6284879,0.0060564256,0.007923105,0.0000013935022,0.000044566143,0.00936838],"genre_scores_gemma":[0.66294,0.031817548,0.0002701561,0.2974366,0.0011175137,0.003035613,0.00011056998,0.000022658967,0.0032493244],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9982167,0.000066981076,0.00052756106,0.0002855987,0.00068013306,0.00022306058],"domain_scores_gemma":[0.9982875,0.00011014782,0.00012159885,0.00033876358,0.0002587835,0.0008832065],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002015677,0.00010272308,0.0003228689,0.0001429291,0.00012867968,0.000039774433,0.0004071409,0.0001265529,0.00091048155],"category_scores_gemma":[0.019410277,0.00006796843,0.000035896184,0.0007996905,0.0001070723,0.00029018315,0.0002079097,0.0002465838,0.000008757987],"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":[0.00011298394,0.00028015272,0.010133715,0.012109444,0.000016810354,5.5668215e-7,0.0003092224,1.2007705e-7,0.000003965275,0.001759503,0.60174143,0.37353212],"study_design_scores_gemma":[0.0011513084,0.00023574868,0.08034298,0.57575274,0.00025468477,0.00018404142,0.0038447808,0.00009248098,0.00025338508,0.0018157172,0.3356868,0.00038534545],"about_ca_topic_score_codex":0.0003784789,"about_ca_topic_score_gemma":0.00011710533,"teacher_disagreement_score":0.5636433,"about_ca_system_score_codex":0.00012591548,"about_ca_system_score_gemma":0.029798027,"threshold_uncertainty_score":0.99691343},"labels":[],"label_agreement":null},{"id":"W4416191571","doi":"10.1186/s12961-025-01417-6","title":"Peer-learning and support among health policy and systems research actors in West Africa: a social network analysis","year":2025,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"International Development Research Centre","keywords":"Health services research; Social network analysis; Corporate governance; Health policy; Healthcare system; Social policy; Network governance; Public health; Fragmentation (computing)","score_opus":0.2573357369909408,"score_gpt":0.5433686536925806,"score_spread":0.28603291670163977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416191571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7369534,0.05089324,0.000039602106,0.17757966,0.0004977325,0.0067319255,0.00014112466,0.00017727654,0.026986063],"genre_scores_gemma":[0.97556335,0.0070422506,0.00000860421,0.00071370346,0.0016313045,0.00025167663,0.000054686767,0.000031473322,0.014702956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9845347,0.006950157,0.0014284526,0.00087553344,0.0021555303,0.004055644],"domain_scores_gemma":[0.9930782,0.0028983725,0.00024411966,0.00036861285,0.0010303806,0.002380313],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.04638241,0.00030039524,0.0016959329,0.004971282,0.0022824486,0.0003591609,0.00014899009,0.0003877435,0.0000061001365],"category_scores_gemma":[0.005920355,0.00026862233,0.000095551484,0.009182323,0.0006888458,0.00013599772,0.0003035581,0.0022937914,0.0000075235985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005988536,0.00019042542,0.8339017,0.015366224,0.0003121493,0.00011321697,0.011046443,0.000053813535,0.000004124611,0.05806046,0.070557535,0.009795077],"study_design_scores_gemma":[0.0020020164,0.0012904363,0.6673534,0.0020241833,0.000029520546,0.000075870295,0.017246777,0.0054042437,2.017079e-7,0.00030964782,0.30399454,0.0002691914],"about_ca_topic_score_codex":0.2388898,"about_ca_topic_score_gemma":0.005711998,"teacher_disagreement_score":0.23860997,"about_ca_system_score_codex":0.0019222242,"about_ca_system_score_gemma":0.009494065,"threshold_uncertainty_score":0.9999766},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4416411476","doi":"10.1136/bmj.r2445","title":"Action is needed to implement World Health Assembly social participation resolution","year":2025,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health and Surgery","field":"Medicine","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":"","funders":"","keywords":"Action (physics); Resolution (logic); Community participation; Key (lock); General assembly","score_opus":0.11249972500350325,"score_gpt":0.4956037643891,"score_spread":0.38310403938559673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416411476","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":[0.4573979,0.00008769402,0.001928498,0.52858007,0.00092808343,0.0012121798,0.00001277251,0.00009458542,0.009758241],"genre_scores_gemma":[0.9308193,0.000009605979,0.00035817214,0.06487679,0.00038648932,0.000106395324,0.000042673077,0.000005110971,0.003395516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885446,0.00006875014,0.0003584451,0.00015041223,0.00020043894,0.0003674717],"domain_scores_gemma":[0.99951726,0.000031125142,0.00007593261,0.00011804566,0.00007750613,0.00018011573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006648094,0.00006751437,0.00017886414,0.0001711188,0.00018072146,0.00001035601,0.000020762713,0.000038691174,0.00007561645],"category_scores_gemma":[0.000096631346,0.000066602646,0.000051931664,0.00046979843,0.000005110663,0.000035429763,0.00001750878,0.000080065576,0.0000728008],"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":[0.00035610094,0.00006574779,0.0035491546,0.00011593215,0.000012383681,0.0000013086953,0.0002771421,0.0000021654077,0.00021374947,0.0016186865,0.9430953,0.050692294],"study_design_scores_gemma":[0.00077216706,0.00015899177,0.36625484,0.000115786796,0.000024815308,0.0000013947144,0.00046495182,0.00037311122,0.00085482973,0.0001720647,0.63073254,0.00007448486],"about_ca_topic_score_codex":0.0013264181,"about_ca_topic_score_gemma":0.0009970526,"teacher_disagreement_score":0.47342134,"about_ca_system_score_codex":0.00043720249,"about_ca_system_score_gemma":0.000437444,"threshold_uncertainty_score":0.2715977},"labels":[],"label_agreement":null},{"id":"W4416538802","doi":"10.1002/wjs.70163","title":"Indexing Healthcare Access and Quality for Surgically Amenable Causes of Death: A Global Analysis of 204 Countries and Territories in 2019","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Duke Global Health Institute, Duke University","keywords":"Quality (philosophy); Index (typography); Vascular surgery; Cardiothoracic surgery; Search engine indexing; Abdominal surgery; Health care; Cardiac surgery","score_opus":0.06780092024128055,"score_gpt":0.409638980247326,"score_spread":0.34183806000604544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416538802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98072,0.015173295,0.000048879698,0.003351824,0.00031266778,0.00014642511,0.00014737286,0.0000039227366,0.00009564257],"genre_scores_gemma":[0.9962643,0.0028580152,0.000119255885,0.00061922375,0.0000503377,0.0000029111088,0.000009732938,0.0000040532245,0.00007220381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770004,0.00013000179,0.0013992053,0.00014620415,0.0003057826,0.000318774],"domain_scores_gemma":[0.99645406,0.001956954,0.00067889475,0.00012679075,0.0005854283,0.0001978964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649748,0.00012493254,0.0014614506,0.00080151827,0.000050596853,0.000024491705,0.00006070369,0.00007580657,0.000009308105],"category_scores_gemma":[0.000557637,0.00010308089,0.00021999705,0.001315452,0.00012386942,0.0001934852,0.00004281783,0.00014142224,2.1078415e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017890829,0.00009324196,0.99168855,0.0016147029,0.00043646747,0.000028344264,0.0000636422,0.000013262403,0.000008937878,0.0015259415,0.0011894386,0.0015483848],"study_design_scores_gemma":[0.00066229707,0.000045672066,0.993107,0.001121738,0.00039982205,0.0000131596535,0.00016561853,0.000017074084,0.00008047718,0.00053134037,0.0037860232,0.00006975476],"about_ca_topic_score_codex":0.003947105,"about_ca_topic_score_gemma":0.0052628377,"teacher_disagreement_score":0.015544295,"about_ca_system_score_codex":0.00012239108,"about_ca_system_score_gemma":0.0010280588,"threshold_uncertainty_score":0.5966868},"labels":[],"label_agreement":null},{"id":"W4416690696","doi":"10.46747/cfp.711112683","title":"Une suture dans le temps","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Global Health and Surgery","field":"Medicine","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":"Fibrous joint; MEDLINE; Congenital disease","score_opus":0.010153349191518656,"score_gpt":0.2465701330897727,"score_spread":0.23641678389825402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416690696","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":[0.1633004,0.00087785826,0.000036393747,0.009896266,0.00057807146,0.00024777098,0.00005741483,0.00005543172,0.8249504],"genre_scores_gemma":[0.7238815,0.000014264292,0.000033686712,0.27134746,0.00017950934,0.000010466898,0.000062440144,0.00001237866,0.004458285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988976,0.00002321445,0.0001623742,0.00022004174,0.000106441345,0.0005902949],"domain_scores_gemma":[0.998836,0.000022083406,0.000022969749,0.00032702173,0.00006967985,0.00072224863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079508645,0.00013124025,0.00025733456,0.00017393898,0.0002045693,0.000014201197,0.00009011445,0.00010243572,0.0000017198712],"category_scores_gemma":[0.00001394589,0.00013182008,0.000095229625,0.00069214054,0.000067336085,0.00004243412,0.000008569807,0.0001968969,0.00011448793],"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":[0.00005153441,0.00008701596,0.006566067,0.00022067656,0.00008076124,0.00032826216,0.00013125563,0.000007547625,0.0032068663,0.05121312,0.8649752,0.07313166],"study_design_scores_gemma":[0.00044497475,0.000029733888,0.17709447,0.00014620727,0.000028522536,0.000001175394,0.0012132991,0.00003577353,0.00021987635,0.0010781582,0.8195842,0.00012360986],"about_ca_topic_score_codex":0.17697455,"about_ca_topic_score_gemma":0.09943585,"teacher_disagreement_score":0.8204921,"about_ca_system_score_codex":0.00036323603,"about_ca_system_score_gemma":0.0030024275,"threshold_uncertainty_score":0.9169971},"labels":[],"label_agreement":null},{"id":"W4416704648","doi":"10.1097/mcg.0000000000002274","title":"Developing Global Gastrointestinal Care Capacity","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Global health; Health care; MEDLINE; Developing country; Healthcare system; Medical care","score_opus":0.06951686670476517,"score_gpt":0.430725003758775,"score_spread":0.3612081370540098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416704648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702868,0.00016885507,0.016540157,0.009386117,0.0017508694,0.00009605146,0.000006061121,0.000012488565,0.0017526034],"genre_scores_gemma":[0.95497024,0.00004644909,0.029409971,0.015084781,0.00044476055,9.3307875e-7,0.0000021763208,0.000004261468,0.000036408284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997011,0.0002681314,0.0018206497,0.00017417863,0.00022548818,0.0005005707],"domain_scores_gemma":[0.99788076,0.00025192407,0.0005581199,0.0001626709,0.0007312837,0.00041526038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011827205,0.0001363083,0.0009387054,0.00009823456,0.000044337572,0.000008020823,0.00014997703,0.000114240494,0.00003079512],"category_scores_gemma":[0.002288337,0.00010684429,0.0004575304,0.00014235667,0.00018145473,0.00004787207,0.000060203,0.00068410387,0.000011202469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043552583,0.00013595862,0.9838205,0.00012002804,0.000067978566,0.00035402496,0.0000073805636,0.000003670042,0.000005511313,0.0005632495,0.004724302,0.0058421683],"study_design_scores_gemma":[0.0034199168,0.0027712812,0.9803763,0.00057856407,0.000103280436,0.0042913645,0.00012094039,0.000015256313,0.000004841605,0.0006188973,0.0076632597,0.00003607938],"about_ca_topic_score_codex":0.000011127176,"about_ca_topic_score_gemma":0.000035036686,"teacher_disagreement_score":0.015316539,"about_ca_system_score_codex":0.00019946125,"about_ca_system_score_gemma":0.0009105224,"threshold_uncertainty_score":0.43569836},"labels":[],"label_agreement":null},{"id":"W4416783285","doi":"10.1111/pan.70086","title":"Error Traps in Global Anesthesia","year":2025,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Hospital for Sick Children; Georgetown Hospital","funders":"","keywords":"Global health; Public health; American society of anesthesiologists; Regional anesthesia; Patient safety; MEDLINE; Anesthesiology","score_opus":0.011818707423477475,"score_gpt":0.29668858316008684,"score_spread":0.2848698757366094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416783285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97898406,0.0029148818,0.00002459454,0.010733431,0.00007738926,0.0004057702,0.0000011162214,0.00012900504,0.00672973],"genre_scores_gemma":[0.9902885,0.0003226773,0.00023888185,0.0078107496,0.00022751832,0.000034557128,0.000017591772,0.000012111896,0.0010474272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981811,0.00008090776,0.00046922095,0.0003504012,0.00027096816,0.0006474037],"domain_scores_gemma":[0.9991874,0.000098408986,0.00006697421,0.0003143788,0.000059835955,0.00027301803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043628976,0.00020778862,0.00046684983,0.0002541785,0.00006105087,0.000014043893,0.00012487484,0.0002330653,0.0000689918],"category_scores_gemma":[0.00008983201,0.00018906493,0.0001223192,0.0015028524,0.000040765157,0.00006204192,0.000010228709,0.00022979031,0.00014854663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027666948,0.00023032945,0.9706859,0.0002443842,0.0000055808177,0.0024762335,0.00004577767,0.0000015407741,0.0000010643852,0.0014522457,0.019260366,0.005319887],"study_design_scores_gemma":[0.001087111,0.00008910283,0.92728794,0.000034391123,0.00008544776,0.0011597794,0.00006876405,0.00011593657,0.0000026839011,0.0005511915,0.0693639,0.0001537655],"about_ca_topic_score_codex":0.00021269868,"about_ca_topic_score_gemma":0.000018129527,"teacher_disagreement_score":0.050103534,"about_ca_system_score_codex":0.00019727185,"about_ca_system_score_gemma":0.0006775986,"threshold_uncertainty_score":0.7709844},"labels":[],"label_agreement":null},{"id":"W4416841593","doi":"10.1158/1538-7755.asgcr25-abstract-45","title":"Abstract 45: A Think Tank Approach for Inter-Disciplinary Research in Small Island States to Address Gaps in Cancer Control","year":2025,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University; McGill University Health Centre","funders":"","keywords":"Corporate governance; Cancer; Cancer prevention; Control (management); Diaspora; Epidemiology; Steering committee; Government (linguistics)","score_opus":0.14898088442500496,"score_gpt":0.48869958437633393,"score_spread":0.339718699951329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416841593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90551585,0.037035108,0.010739563,0.03685853,0.0013484142,0.006564701,0.00026081863,0.00006209863,0.0016148959],"genre_scores_gemma":[0.9884352,0.0019303595,0.0014268213,0.002997373,0.00016601213,0.0038606739,0.0002832627,0.000022552375,0.0008777454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99595284,0.0010153512,0.0010622576,0.00074687676,0.00010468948,0.0011179564],"domain_scores_gemma":[0.9969875,0.0020691077,0.00016810071,0.00032185187,0.00019837977,0.00025504868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009657961,0.00022307748,0.00088703143,0.0007842805,0.00010338211,0.0000075782914,0.00017765464,0.00038417368,0.00006486705],"category_scores_gemma":[0.00087216485,0.0001958228,0.00017639103,0.00071372406,0.00017124288,0.000070023256,0.000081954335,0.0005389049,0.000004254027],"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":[0.012170358,0.00051832234,0.8676272,0.0024365878,0.0002962131,0.000027421926,0.0005162796,0.0006494872,0.0003582377,0.00030885875,0.06405034,0.05104071],"study_design_scores_gemma":[0.0069854716,0.0004950188,0.9533317,0.004835693,0.00008627799,0.000005498928,0.0010993249,0.00850463,0.00005621796,0.018968392,0.0053428034,0.00028893788],"about_ca_topic_score_codex":0.006075506,"about_ca_topic_score_gemma":0.020012353,"teacher_disagreement_score":0.08570455,"about_ca_system_score_codex":0.0009673276,"about_ca_system_score_gemma":0.00075774355,"threshold_uncertainty_score":0.99786985},"labels":[],"label_agreement":null},{"id":"W4416893710","doi":"10.1186/s12909-025-08337-7","title":"Global health in Canadian anesthesiology residency programs: an online survey of opportunities and barriers","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"Anesthesiology; Global health; Curriculum; Likert scale; Health care; Descriptive statistics; Accreditation; Scale (ratio)","score_opus":0.09241998572511721,"score_gpt":0.41699958784371705,"score_spread":0.3245796021185998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416893710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779875,0.0021669276,0.0000072987036,0.018716807,0.0003510062,0.0003006862,0.000022797543,0.000011600281,0.00043535826],"genre_scores_gemma":[0.9855082,0.0006601818,0.00037459368,0.012558237,0.000042604366,0.000016470127,0.00069842936,0.0000034155062,0.00013786908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984945,0.0004134286,0.00041188538,0.00017150237,0.00015688334,0.00035182334],"domain_scores_gemma":[0.99772036,0.00013040796,0.000062147315,0.00015718082,0.00013743759,0.0017924823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017920163,0.00007386634,0.0002914696,0.00018383747,0.00004041566,0.000003556561,0.000058216057,0.00014507552,0.0000625679],"category_scores_gemma":[0.0051437793,0.0000669507,0.00001458305,0.00035277542,0.00014300445,0.00003363,0.0000082908755,0.00009778659,4.639273e-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":[0.00008325961,0.00015663498,0.8628185,0.00029614798,0.0000023069736,0.000003995927,0.00009211219,8.6371735e-8,2.7614956e-8,0.001969064,0.0037295828,0.13084829],"study_design_scores_gemma":[0.0002866741,0.0001970578,0.9936643,0.00042736545,0.0000043513974,0.000024921874,0.0011529007,0.000117012656,8.39669e-8,0.00057870406,0.003508357,0.000038237184],"about_ca_topic_score_codex":0.780903,"about_ca_topic_score_gemma":0.9638637,"teacher_disagreement_score":0.18296069,"about_ca_system_score_codex":0.00041006334,"about_ca_system_score_gemma":0.15675983,"threshold_uncertainty_score":0.84802055},"labels":[],"label_agreement":null},{"id":"W4416913135","doi":"10.1503/cjs.014725","title":"Pursuing equity in surgical, obstetric, trauma, and anaesthesia (SOTA) care: bridging the gapGeospatial modelling of 1-hour and 2-hour access to Bellwether procedures in Uganda: the role of health centre IVs in emergency surgical careSurgical indicator estimates for Ghana: validation of the Utstein global surgery metrics consensus methodologyEconomic impact of pediatric surgery on families treated at a public hospital in EthiopiaEnhanced Recovery After Surgery protocol as an innovative solution for improving surgical patients’ outcomes in low- and middle-income countries: a systematic review and meta-analysisAdaptation of an Enhanced Recovery After Surgery protocol for elective gastrointestinal and hepatobiliary surgeries for tertiary hospitals in Ethiopia: a modified Delphi studyCare behaviour impact and acceptability of focused scope, structured point of care obstetric ultrasound (SPOUS) provided at point of practice in selected rural primary care settings in EthiopiaImpact of Advanced Trauma Life Support training on 30-day mortality in severely injured patients at a Kenyan tertiary centre: a retrospective matched case–control studySTITCH — Development of an accessible, intermediate-fidelity simulator for advanced surgical management of postpartum hemorrhageHow are task shifting and task sharing practitioners evaluated? A scoping reviewOperative delivery task shifting: current experience in EthiopiaFive-year review of the association of future African neurosurgeonsImproving implementation of an enhanced recovery after cesarean section protocol in the resource-limited setting of Koidu Government Hospital, Sierra Leone, 2024Global Surgery Community of Nurses, Novices, Experts, Clinicians, &amp; Technicians (CONNECT): a pilot WhatsApp community of practice for front-line surgical providersQuality improvement through improving data management and patient navigation through the cancer journey in the NW region of CameroonCompliance with the WHO Surgical Safety Checklist and barriers to its long-term use: a mixed-methods evaluation study in a Benin teaching hospitalBarriers to accessing pediatric surgical care in EthiopiaSelf-assessment of orthopedic and trauma surgeon’s attitude, skills, and practice toward extremity vascular injury management in Ethiopia: a national surveyEarly outcomes and rate of conversion among patients undergoing laparoscopic cholecystectomy modified at Bugando Medical Centre, Mwanza, TanzaniaSumud (steadfastness) in the face of medical scholasticide in GazaStrengthening trauma care in crisis: advancing emergency surgical response and capacity building through targeted training in austere environmentsEyes on Ukraine: a Canadian Ophthalmological Society Foundation humanitarian aid initiativeAn assessment of factors leading to prolonged operative times in a low-resource setting (poster)Scalpel shortage amid strife: the declining interest and the complex interplay of factors shaping recent medical graduates’ decisions regarding vascular surgery amid Sudan’s alarming and multifaceted vascular surgeons shortage in 2024 — a mixed-methods study (poster)The characteristics and outcomes of trauma admissions to an adult general surgery ward in a tertiary teaching hospital (poster)Bridging the gap: strengths and systemic challenges in Lima’s trauma care landscape (poster, winner of 2025 BRT poster session)Bridging gaps in war-trauma critical care: insights from a resource-limited ICU in Ethiopia (poster)Perspective of surgical care providers in Liberia regarding ethical challenges in global surgery collaborationsOptimizing trauma care for remote Indigenous communities in Canada: telemedicine insights from resource-limited settings — a scoping reviewEstablishing a global orthopedic surgery training programIntensive care unit admission and length of stay differences for rural pediatric surgery patients in CanadaEmergency obstetric care: equity interventions in Indonesia and low- middle-income countries (LMICs) — a comparative analysis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Equity (law); Bridging (networking); Health centre; MEDLINE; Research centre","score_opus":0.06854523634742146,"score_gpt":0.4281511675785627,"score_spread":0.35960593123114126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416913135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688054,0.0036865573,0.000008354507,0.000112229536,0.000018272014,0.02682203,0.00054608996,0.00000106127,5.6627144e-8],"genre_scores_gemma":[0.9966204,0.0007961758,0.00015920379,0.000007854339,0.0000017705263,0.0023016918,0.00009740378,0.000015473908,2.2785356e-9],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9818914,0.011579909,0.004812363,0.0005963376,0.0007186825,0.00040132058],"domain_scores_gemma":[0.96673006,0.02882518,0.0033000463,0.00023356966,0.00081292115,0.00009819917],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016622605,0.00040452828,0.0030095228,0.0014333975,0.00009077361,0.000024273531,0.00017012126,0.00020723694,1.9672325e-7],"category_scores_gemma":[0.014886881,0.00027271308,0.0001306209,0.001964011,0.00025342713,0.0005902881,0.00022549233,0.0007185873,2.5353452e-11],"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":[0.0063815606,0.0003541445,0.7251279,0.02012835,0.000098884426,0.000014044105,0.2438598,0.00061796757,0.000003760054,3.5768855e-7,9.748659e-9,0.003413279],"study_design_scores_gemma":[0.0038750262,0.00046063896,0.6227287,0.030504247,0.00014649318,0.0000017908618,0.34146512,0.0006584249,0.000038813745,8.205903e-7,4.583403e-9,0.00011990546],"about_ca_topic_score_codex":0.06020162,"about_ca_topic_score_gemma":0.5965299,"teacher_disagreement_score":0.5363283,"about_ca_system_score_codex":0.0014999969,"about_ca_system_score_gemma":0.0013484751,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W4416975041","doi":"10.62463/surgery.210","title":"Challenge of virtual medical emergency education in conflict zone in low and middle-income countries: A protocol for systematic review and meta-analysis","year":2025,"lang":"","type":"article","venue":"Impact Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Protocol (science); Health care; MEDLINE; Narrative; Data collection; Emergency department; Certainty; Patient safety","score_opus":0.06335134706372314,"score_gpt":0.42963333164819206,"score_spread":0.3662819845844689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416975041","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04003775,0.5057516,0.00019302349,0.01401947,0.0004826031,0.4388182,0.00039990337,0.00003245628,0.00026500362],"genre_scores_gemma":[0.61410487,0.053060204,0.00001880407,0.0033139265,0.000079038946,0.32834104,0.00005883225,0.00004728085,0.0009760063],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9918683,0.0010465408,0.004752316,0.0006475369,0.00079217285,0.0008931387],"domain_scores_gemma":[0.99266297,0.004222435,0.0011625603,0.00068546704,0.00048837165,0.0007782126],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0100883525,0.00056660234,0.00836056,0.001873833,0.000066272114,0.000020724136,0.00013516458,0.00042689568,0.001220026],"category_scores_gemma":[0.0089296345,0.00041770766,0.0013744143,0.00234693,0.00017776994,0.00020645252,0.00006663567,0.0003645847,0.000003550635],"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":[0.00061790243,0.0008971575,0.04514812,0.9341978,0.017646575,0.000024519928,0.00032965548,0.0000011438877,1.7731092e-7,0.00018968452,0.00080535345,0.00014192607],"study_design_scores_gemma":[0.004072138,0.000845358,0.05529567,0.59766597,0.3377478,0.00005817569,0.0010324379,0.0013302459,0.000007840569,0.00018668284,0.0006770861,0.0010805662],"about_ca_topic_score_codex":0.0011707254,"about_ca_topic_score_gemma":0.0005990817,"teacher_disagreement_score":0.5740671,"about_ca_system_score_codex":0.00028092173,"about_ca_system_score_gemma":0.0056877816,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W4416987007","doi":"10.1007/s44186-025-00416-z","title":"Creating concise, educational videos for a low-resource surgical task shifting program","year":2025,"lang":"en","type":"article","venue":"Global Surgical Education - Journal of the Association for Surgical Education","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia; BC Children's Hospital; Royal Victoria Regional Health Centre; Global Relay (Canada); University of Ottawa","funders":"","keywords":"Curriculum; PDCA; Task (project management); Surgical procedures; Video recording; Surgical team; MEDLINE; Accreditation","score_opus":0.010176053861884395,"score_gpt":0.36323955921968315,"score_spread":0.35306350535779873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416987007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.804059,0.0054492494,0.00017311383,0.1000923,0.014211445,0.006220958,0.00023617424,0.00014811823,0.069409594],"genre_scores_gemma":[0.97315377,0.00012552387,0.002208241,0.002694761,0.0042183013,0.0007897019,0.00043965035,0.00003791886,0.016332129],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526364,0.00040818658,0.0019664266,0.0004809868,0.0010414792,0.0008392662],"domain_scores_gemma":[0.9904623,0.0030091424,0.001970428,0.00037434415,0.0033803342,0.000803453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030367812,0.00037396574,0.0008950068,0.0002400783,0.00071249827,0.00020796205,0.0004087865,0.00046952462,0.000110848785],"category_scores_gemma":[0.008103498,0.00029042133,0.0011960092,0.0014277378,0.000108589804,0.00030260836,0.00006755677,0.00052803644,0.0000122441925],"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":[0.006260836,0.013343277,0.20514967,0.0014112265,0.00078647945,0.00000663107,0.00045865946,0.00018074826,0.000021990043,0.12055475,0.3924486,0.25937712],"study_design_scores_gemma":[0.0049627204,0.00028483957,0.033076562,0.00094773876,0.00044031587,0.00041059282,0.00058737193,0.00023801158,0.00005078059,0.006395436,0.9523242,0.0002813915],"about_ca_topic_score_codex":0.000073775285,"about_ca_topic_score_gemma":0.000007730783,"teacher_disagreement_score":0.55987567,"about_ca_system_score_codex":0.0033071775,"about_ca_system_score_gemma":0.013474166,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W4417137787","doi":"10.1016/j.ijoa.2025.104831","title":"Reframing obstetric anesthesia workforce surveys for regional and global impact","year":2025,"lang":"en","type":"editorial","venue":"International Journal of Obstetric Anesthesia","topic":"Global Health and Surgery","field":"Medicine","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":"Mount Sinai Hospital","funders":"","keywords":"Cognitive reframing; Workforce; Obstetric anesthesia; Obstetric labor complication; Cesarean delivery; MEDLINE","score_opus":0.02134605128953703,"score_gpt":0.3394428058151326,"score_spread":0.31809675452559555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417137787","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":[0.064974904,0.08378618,0.0030320548,0.008992519,0.8354499,0.0019275586,0.00033454254,0.00014299792,0.0013593701],"genre_scores_gemma":[0.16986297,0.012670863,0.004487324,0.0026772483,0.8017559,0.00005484465,0.0015557937,0.00021154544,0.006723485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941325,0.00033298763,0.0017184593,0.0005185698,0.0025818911,0.0007155561],"domain_scores_gemma":[0.98541105,0.007274302,0.0017111008,0.0003423968,0.0045635537,0.00069760915],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024120677,0.00061331457,0.0015092787,0.0013725666,0.00012139841,0.00018302776,0.0007184293,0.0011011402,0.00002586739],"category_scores_gemma":[0.008928476,0.0005050499,0.00094338256,0.0011362656,0.00013425219,0.00026255767,0.000049897957,0.0010686989,0.0000063966895],"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":[0.0019266739,0.0002752759,0.023356618,0.00035376623,0.0007015674,0.005591306,0.000047262176,0.000019299816,0.0000015344632,0.00018574392,0.91961485,0.047926106],"study_design_scores_gemma":[0.003795776,0.00091142923,0.028266173,0.0018630319,0.00034373454,0.009823513,0.000083982086,0.0001099347,0.0000023220516,0.00039838458,0.95399916,0.0004025601],"about_ca_topic_score_codex":0.00008744237,"about_ca_topic_score_gemma":0.0000024177068,"teacher_disagreement_score":0.10488807,"about_ca_system_score_codex":0.0019925626,"about_ca_system_score_gemma":0.004282917,"threshold_uncertainty_score":0.9997401},"labels":[],"label_agreement":null},{"id":"W4417183901","doi":"10.1177/26323524251396994","title":"Connecting communities across the globe: Atlas protocol","year":2025,"lang":"en","type":"article","venue":"Palliative Care and Social Practice","topic":"Global Health and Surgery","field":"Medicine","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 Hospice Palliative Care Association","funders":"","keywords":"Protocol (science); Palliative care; Citizen journalism; Public health; Health care; Participatory action research","score_opus":0.059520304659618856,"score_gpt":0.4610828020353115,"score_spread":0.4015624973756926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417183901","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":[0.37572604,0.002364994,0.00039975788,0.092166595,0.0007324537,0.068992876,0.00011004606,0.00023244556,0.45927477],"genre_scores_gemma":[0.9797804,0.00006275989,0.00014619749,0.013160964,0.00024316007,0.006289333,0.00001962786,0.000008228074,0.00028937752],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989656,0.00031793342,0.00018424387,0.00010349206,0.00015465253,0.0002740754],"domain_scores_gemma":[0.9973361,0.0018490705,0.000120298304,0.00011067907,0.0005350146,0.000048872644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005280176,0.00010247581,0.00020519173,0.000014560507,0.0013313439,0.00006858422,0.00005989789,0.00009132523,0.000014344057],"category_scores_gemma":[0.0011530692,0.000072696945,0.000059834867,0.00015911725,0.000117076626,0.000113502974,0.00008262423,0.00041076867,0.000007673213],"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":[0.0054168524,0.00039327051,0.10984565,0.004741412,0.00069557904,0.00010610842,0.56675345,0.0000026454265,0.000047822545,0.06297765,0.03393342,0.21508612],"study_design_scores_gemma":[0.00076349324,0.00008268163,0.01097864,0.00009686947,0.00005627166,0.0000030401443,0.38330272,0.0000150965025,0.000030228284,0.00017877787,0.6044316,0.000060540395],"about_ca_topic_score_codex":0.0012128694,"about_ca_topic_score_gemma":0.00042089334,"teacher_disagreement_score":0.6040543,"about_ca_system_score_codex":0.00010071885,"about_ca_system_score_gemma":0.00020208042,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W4417291756","doi":"10.1186/s12909-025-08436-5","title":"Evaluating the “McMUST” global learning partnership: resident insights on knowledge exchange to enhance learning in postgraduate medical education","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Global Health and Surgery","field":"Medicine","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; St. Joseph’s Healthcare Hamilton","funders":"Mbarara University of Science and Technology; McMaster University","keywords":"General partnership; Work (physics); MEDLINE; Problem-based learning; Collaborative learning; Clinical Practice","score_opus":0.056475573146542474,"score_gpt":0.4871363195158206,"score_spread":0.4306607463692781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417291756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9174921,0.0047469204,0.00025853145,0.043465648,0.0025208197,0.00093604834,2.4731958e-7,0.000100987105,0.03047873],"genre_scores_gemma":[0.97186345,0.00031564044,0.00020731761,0.017134266,0.00091350585,0.0003965044,0.00006982079,0.00001541867,0.009084056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954054,0.0013082833,0.00073512486,0.000550001,0.0014280458,0.0005731871],"domain_scores_gemma":[0.99698764,0.0011401926,0.00015140428,0.00034719694,0.00036615538,0.0010073916],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040274924,0.0002238245,0.00036429398,0.00027899796,0.000282013,0.000036006164,0.0002465479,0.00030325635,0.00042356658],"category_scores_gemma":[0.04989262,0.00016893497,0.00008852411,0.0013357219,0.0000932069,0.00006922908,0.00010240869,0.0010434374,0.00027010727],"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":[0.0008492137,0.0015192464,0.07916802,0.0010254219,0.000019374656,0.000008131536,0.004713558,0.000061751525,0.000019389721,0.005763553,0.05520876,0.85164356],"study_design_scores_gemma":[0.0027400926,0.0019888722,0.68953484,0.022681674,0.00017327601,0.00009939798,0.013689892,0.020019738,0.00020027948,0.0030539073,0.24504787,0.00077014853],"about_ca_topic_score_codex":0.00073391374,"about_ca_topic_score_gemma":0.0021352929,"teacher_disagreement_score":0.8508734,"about_ca_system_score_codex":0.0008877498,"about_ca_system_score_gemma":0.03189778,"threshold_uncertainty_score":0.97359043},"labels":[],"label_agreement":null},{"id":"W4417341314","doi":"10.1097/upj.0000000000000939","title":"Building Sustainable Reconstructive Urology Capacity in the Philippines: A Collaborative Global Surgery Mentorship Model","year":2025,"lang":"en","type":"article","venue":"Urology Practice","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University; Centre for Global Health Research; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Mentorship; Reconstructive surgery; Workforce; MEDLINE; Global health","score_opus":0.03254167222420654,"score_gpt":0.33616954262336574,"score_spread":0.30362787039915917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417341314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82158744,0.0027799057,0.0016645864,0.116924934,0.00074753974,0.0011239175,0.000024378385,0.00007489153,0.0550724],"genre_scores_gemma":[0.95198387,0.0001799983,0.0011938924,0.04623845,0.00008460754,0.00011666514,0.0000084087515,0.000007648109,0.00018648834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637127,0.0014983469,0.00051490084,0.00047126546,0.00021563632,0.000928578],"domain_scores_gemma":[0.99323314,0.0053803204,0.0002475186,0.00039772803,0.0006055129,0.00013575681],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038128782,0.00021857391,0.0005478546,0.00026021095,0.0002420733,0.000025186859,0.0001576425,0.0003409453,0.000022724074],"category_scores_gemma":[0.015250933,0.00017658708,0.00008929298,0.0015715157,0.00031801066,0.00036469646,0.000073121744,0.0007070541,0.000012116504],"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":[0.017614402,0.0014856645,0.17456022,0.00045117128,0.00052777305,0.0027144793,0.0028386093,0.0012991311,0.00006582196,0.7408492,0.049224038,0.008369509],"study_design_scores_gemma":[0.005190594,0.0010252761,0.04774139,0.0000756105,0.0013270169,0.0042760503,0.024101533,0.014369378,0.000048574613,0.15929419,0.7418083,0.00074211106],"about_ca_topic_score_codex":0.00045079095,"about_ca_topic_score_gemma":0.00012627017,"teacher_disagreement_score":0.6925842,"about_ca_system_score_codex":0.00038513943,"about_ca_system_score_gemma":0.002023579,"threshold_uncertainty_score":0.993044},"labels":[],"label_agreement":null},{"id":"W4417397275","doi":"10.1186/s12961-025-01436-3","title":"Establishing criteria and distributing conference grants for participants from the Global South: experiences from the Canadian Conference on Global Health 2024","year":2025,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","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":"Canadian Public Health Association; Queen's University; Western University; BC Centre for Disease Control; University of Waterloo","funders":"","keywords":"Scholarship; Rubric; Health services research; Global health; Public health; Health policy; Health administration; International development; Process (computing)","score_opus":0.4391259926913601,"score_gpt":0.550642954180644,"score_spread":0.11151696148928392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417397275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7743704,0.011039834,0.00016340122,0.20042868,0.0012293269,0.0027600327,0.008121471,0.000034602563,0.0018522912],"genre_scores_gemma":[0.9862399,0.00069151365,0.00001984432,0.011868827,0.0006629801,0.00028058124,0.00012230544,0.0000065610475,0.00010745941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434716,0.0014893727,0.00070291135,0.0005765815,0.0006925712,0.0021914362],"domain_scores_gemma":[0.994471,0.0026011965,0.00015376796,0.00048363794,0.00041797713,0.0018724102],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006225098,0.0002150379,0.0006038994,0.00006699968,0.002674006,0.000936507,0.00030701852,0.00014820619,0.000012294267],"category_scores_gemma":[0.0060404683,0.00012999123,0.0000450726,0.00067058386,0.0004705934,0.00013323882,0.00011578915,0.00048639075,0.000004525547],"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":[0.0013668401,0.00011522181,0.42212188,0.002059066,0.00015026244,0.000038197984,0.038510002,0.0000019530796,0.000004483755,0.3322491,0.16693978,0.036443196],"study_design_scores_gemma":[0.0030269944,0.0010494656,0.71023804,0.008613781,0.000028521099,0.000030455336,0.15246494,0.009171484,0.0000038095015,0.015413011,0.09957836,0.00038112135],"about_ca_topic_score_codex":0.9139354,"about_ca_topic_score_gemma":0.52896667,"teacher_disagreement_score":0.38496876,"about_ca_system_score_codex":0.0013144601,"about_ca_system_score_gemma":0.015114303,"threshold_uncertainty_score":0.9986244},"labels":[],"label_agreement":null},{"id":"W4417433942","doi":"10.1186/s12982-025-01120-5","title":"The USA direct health assistance foreign policy: making a case for Africa","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Laurentian University","funders":"World Health Organization; United States Agency for International Development","keywords":"Vulnerability (computing); Global health; Procurement; Structural adjustment; Humanitarian aid; Development aid; Empowerment; Psychological resilience; Sovereignty","score_opus":0.05797299846179641,"score_gpt":0.3948017148346635,"score_spread":0.33682871637286704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417433942","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":[0.01932325,0.014667452,0.015358251,0.71279746,0.0013905088,0.0052733873,0.00065188826,0.000285077,0.23025274],"genre_scores_gemma":[0.94777876,0.00047344132,0.000454383,0.04485845,0.00028340885,0.00028053916,0.000040589577,0.000025657631,0.005804744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962591,0.00027116842,0.0007871452,0.00045170888,0.0003384622,0.0018924262],"domain_scores_gemma":[0.9974077,0.00070025306,0.00028298743,0.00062773546,0.00016312691,0.0008182518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035553519,0.00022576004,0.00061811175,0.00025598338,0.0012089402,0.00013072674,0.00015949216,0.000086201275,0.000011259655],"category_scores_gemma":[0.001450174,0.00015534485,0.00020552345,0.0010825904,0.00010659911,0.0001616082,0.000061434286,0.00026629842,0.000009200349],"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":[0.00037805934,0.00030825415,0.028577773,0.0020104332,0.00010016625,0.000103674196,0.00080016,0.0000018441538,6.968944e-7,0.46432653,0.33323708,0.17015532],"study_design_scores_gemma":[0.00095285627,0.000263738,0.017641824,0.0002463169,0.0000075250477,0.00018226042,0.00079062016,0.00022407138,0.0000010412723,0.002180116,0.9773889,0.0001207411],"about_ca_topic_score_codex":0.0035279843,"about_ca_topic_score_gemma":0.0038608948,"teacher_disagreement_score":0.92845553,"about_ca_system_score_codex":0.0014154117,"about_ca_system_score_gemma":0.021370502,"threshold_uncertainty_score":0.9841774},"labels":[],"label_agreement":null},{"id":"W4417454355","doi":"10.3390/siuj6060072","title":"Strengthening Reconstructive Urology with an Aim for Capacity-Building in a Low-Middle-Income Country: A Multi-Institutional Global Surgery Collaboration Initial Report","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Reconstructive surgery; Pediatric urology; Mentorship; Pyeloplasty; Prospective cohort study; Wilcoxon signed-rank test; Complication; Genitourinary system","score_opus":0.05151348144070301,"score_gpt":0.3739835527853866,"score_spread":0.3224700713446836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417454355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561193,0.00017217474,0.037033744,0.0022854323,0.002618681,0.0005048811,0.00022254208,0.00006244714,0.0009807979],"genre_scores_gemma":[0.9826198,0.00004534953,0.014489089,0.0019488179,0.00052760646,0.00008880411,0.00022023333,0.000010711101,0.000049582628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733037,0.00019646017,0.0010436393,0.0004228121,0.00044948197,0.000557246],"domain_scores_gemma":[0.99689454,0.0010579578,0.0005662349,0.00017047882,0.0010865623,0.00022421428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016791618,0.00025356014,0.0005861347,0.00043510945,0.00032735761,0.00008414215,0.00015287736,0.0002809516,0.00004778561],"category_scores_gemma":[0.004057591,0.00021783874,0.00016571349,0.0005333368,0.000264842,0.00045964733,0.0000391408,0.0006235018,0.000001181544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071662706,0.000563878,0.9579903,0.00020051723,0.0004240417,0.0017859968,0.00020427514,0.0015374053,0.00003838165,0.024977682,0.00028616455,0.0048251026],"study_design_scores_gemma":[0.020764427,0.002135501,0.8264326,0.002887507,0.0004859689,0.034625262,0.004289957,0.04408252,0.00023374685,0.0538547,0.009038709,0.0011691389],"about_ca_topic_score_codex":0.00007958537,"about_ca_topic_score_gemma":0.00037015585,"teacher_disagreement_score":0.13155772,"about_ca_system_score_codex":0.0012313918,"about_ca_system_score_gemma":0.0037825876,"threshold_uncertainty_score":0.8883206},"labels":[],"label_agreement":null},{"id":"W4417524943","doi":"10.4300/jgme-d-25-00517.1","title":"Adapting Canada’s CBME Model in Kuwait: Challenges, Strategies, and Lessons Learned in Postgraduate Medical Education","year":2025,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Global Health and Surgery","field":"Medicine","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":"Western University","funders":"","keywords":"Graduate medical education; MEDLINE; Educational measurement; Continuing medical education","score_opus":0.08774737652727016,"score_gpt":0.399391738813239,"score_spread":0.3116443622859688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417524943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.590875,0.008592773,0.000065384695,0.39688832,0.0010480534,0.0001637374,8.018119e-7,0.0000062320787,0.00235964],"genre_scores_gemma":[0.98116106,0.010926165,0.00029050745,0.0071149827,0.00023423597,0.000012266813,0.000015287007,0.000011435388,0.00023406176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968,0.00020856968,0.0010903692,0.00023385686,0.001251338,0.0004158646],"domain_scores_gemma":[0.9981235,0.00019889002,0.00028230023,0.00015392655,0.0002972462,0.0009441166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026340436,0.00016818619,0.00052562647,0.0005406827,0.000056130615,0.000023768913,0.00015025857,0.00023017549,0.000026875126],"category_scores_gemma":[0.0058386982,0.00014435269,0.000055341454,0.00041337038,0.00008193462,0.0002078677,0.000031624506,0.0011489127,7.9096617e-7],"study_design_candidate":"design_other","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":[0.0004735133,0.001752947,0.009488674,0.00071964273,0.000037836446,0.00016791561,0.0010515043,0.00004282455,0.00001711407,0.018957417,0.02497291,0.9423177],"study_design_scores_gemma":[0.009611273,0.00058700313,0.7528162,0.022334814,0.00023087209,0.0023018268,0.038272627,0.07722325,0.000032236898,0.061618157,0.034177538,0.0007942166],"about_ca_topic_score_codex":0.09159911,"about_ca_topic_score_gemma":0.2606669,"teacher_disagreement_score":0.9415235,"about_ca_system_score_codex":0.0007304078,"about_ca_system_score_gemma":0.13255164,"threshold_uncertainty_score":0.91445},"labels":[],"label_agreement":null},{"id":"W580809633","doi":"10.1007/s00268-015-3103-8","title":"Quantifying the Disability from Congenital Anomalies Averted Through Pediatric Surgery: A Cross‐Sectional Comparison of a Pediatric Surgical Unit in Kenya and Canada","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Spina bifida; Life expectancy; Pediatric surgery; Pediatrics; Disability-adjusted life year; Quality-adjusted life year; Vascular surgery; Surgical procedures; Disease burden; Cardiac surgery; Surgery; Environmental health; Cost effectiveness; Population","score_opus":0.12989862132441896,"score_gpt":0.3543656113604326,"score_spread":0.22446699003601364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580809633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872116,0.010085148,0.0000030312488,0.00077660213,0.0016045746,0.00013109684,0.000060458256,0.000008994565,0.00011853133],"genre_scores_gemma":[0.9980259,0.000596893,0.000035341847,0.00013560054,0.0011259443,0.0000027761716,0.00003227713,0.000015973796,0.000029322908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960246,0.00041049364,0.0018917288,0.00022512667,0.0009605165,0.00048755106],"domain_scores_gemma":[0.9907392,0.007258182,0.00083729107,0.00021082361,0.0004897335,0.0004647516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028560658,0.00022248818,0.0011951055,0.00031415714,0.00010976075,0.00003581178,0.00010089736,0.00010156491,0.00006946714],"category_scores_gemma":[0.0013873066,0.00015914634,0.00027697877,0.0010099289,0.00022749297,0.00023069371,0.000051201834,0.00061457354,0.0000010990976],"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":[0.00144119,0.00027337845,0.9891765,0.000121580895,0.00005575223,0.0003596116,0.00016205043,0.000026574684,0.0000011307368,0.000016025971,0.008135804,0.00023039563],"study_design_scores_gemma":[0.00086623203,0.000032236225,0.9950396,0.000046906323,0.00010390652,0.00020544899,0.0004400878,0.00007162015,0.000009791532,0.000058962352,0.0029837932,0.00014140364],"about_ca_topic_score_codex":0.15109181,"about_ca_topic_score_gemma":0.18080018,"teacher_disagreement_score":0.029708382,"about_ca_system_score_codex":0.0002164234,"about_ca_system_score_gemma":0.003423032,"threshold_uncertainty_score":0.85456115},"labels":[],"label_agreement":null},{"id":"W582316008","doi":"10.7202/701577ar","title":"L’UNESCO et la promotion des politiques scientifiques nationales en Afrique sub-saharienne, 1960-1979","year":2005,"lang":"en","type":"article","venue":"Études internationales","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"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":"Political science; Promotion (chess); Science policy; Politics; Function (biology); Principal (computer security); Humanities; Public administration; Law","score_opus":0.03223712190180246,"score_gpt":0.34767211752126165,"score_spread":0.3154349956194592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W582316008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456575,0.0012024656,0.00065180106,0.008607552,0.00018128866,0.00030456219,0.00006318787,0.00020567435,0.04312595],"genre_scores_gemma":[0.99040174,0.00094589987,0.0044715633,0.0014433372,0.00038863515,0.00007519202,0.0002069846,0.000023284663,0.002043333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99827313,0.00016893075,0.00038840662,0.00031595616,0.0005266843,0.00032691247],"domain_scores_gemma":[0.99849695,0.0004164413,0.00010693345,0.00015891744,0.0006195085,0.00020124424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010920858,0.00017697031,0.00020708684,0.00031477422,0.00011547609,0.00008581474,0.00015534979,0.000117834155,0.00021545838],"category_scores_gemma":[0.00089480216,0.00015989991,0.000121021556,0.0001639724,0.00020814808,0.00044449835,0.00006401255,0.00019200864,0.000087403736],"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":[0.00009909613,0.00068810256,0.049299963,0.00025455517,0.00008283101,0.000030384843,0.00079170265,0.000021314298,0.0032740773,0.933462,0.0057257293,0.006270197],"study_design_scores_gemma":[0.000947651,0.00018482168,0.58971053,0.001191115,0.000042827574,0.00036564894,0.00020790624,0.00086026307,0.022827765,0.01814246,0.3651167,0.0004023306],"about_ca_topic_score_codex":0.00013264971,"about_ca_topic_score_gemma":0.0011639454,"teacher_disagreement_score":0.91531956,"about_ca_system_score_codex":0.00037728678,"about_ca_system_score_gemma":0.00044688943,"threshold_uncertainty_score":0.6520529},"labels":[],"label_agreement":null},{"id":"W607950500","doi":"10.1007/s00268-015-3102-9","title":"Systematic Review of Surgical Literature from Resource‐Limited Countries: Developing Strategies for Success","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Excellence; Grey literature; Developing country; Promotion (chess); Inclusion (mineral); Specialty; MEDLINE; Family medicine; Economic growth; Political science; Social science","score_opus":0.07819657296063758,"score_gpt":0.37906163586157193,"score_spread":0.30086506290093434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W607950500","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":[0.000009689606,0.99592316,0.000028452097,0.00075936853,0.0010146638,0.0016044221,0.00029892134,0.000020162775,0.00034116156],"genre_scores_gemma":[0.0000060527705,0.99673396,0.00027783777,0.0011927446,0.00091427716,0.00005592259,0.00048736992,0.00006970691,0.00026211722],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99120474,0.00080053706,0.005895743,0.00030910026,0.0011862253,0.0006036672],"domain_scores_gemma":[0.9826168,0.0077120936,0.0055132387,0.0005221,0.003040614,0.00059515494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007756618,0.00061768957,0.012161077,0.0011923241,0.00006814901,0.000089891924,0.0003134487,0.00038769527,0.000057870493],"category_scores_gemma":[0.0021109628,0.00039287997,0.0025520073,0.0015921327,0.000092317285,0.00023905477,0.000044207944,0.00088896754,0.000007768469],"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":[0.00018411352,0.00004239007,0.00002599646,0.9074526,0.0006763078,0.0008945811,0.000033379914,6.949435e-8,6.76976e-9,0.0001737095,0.08304842,0.007468438],"study_design_scores_gemma":[0.00017578655,0.00002127682,0.0000012055838,0.5033692,0.0022457524,0.00090443104,0.00003146338,2.1723123e-7,6.299659e-8,0.00004033131,0.49305305,0.00015724081],"about_ca_topic_score_codex":0.0000086101945,"about_ca_topic_score_gemma":0.0000029145453,"teacher_disagreement_score":0.41000462,"about_ca_system_score_codex":0.00042412258,"about_ca_system_score_gemma":0.007930727,"threshold_uncertainty_score":0.9998523},"labels":[],"label_agreement":null},{"id":"W61023752","doi":"10.1007/s12630-014-0224-8","title":"Safer obstetric anesthesia through education and mentorship: a model for knowledge translation in Rwanda","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":44,"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 Jubilee Hospital; Dalhousie University","funders":"","keywords":"Psychological intervention; Context (archaeology); Medicine; SAFER; Curriculum; Mentorship; Nursing; Patient safety; Intervention (counseling); Neonatal resuscitation; Resource (disambiguation); Medical education; Health care; Anesthesia; Resuscitation; Psychology; Pedagogy","score_opus":0.03198097298004287,"score_gpt":0.27712186626536434,"score_spread":0.24514089328532146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61023752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97718906,0.011629994,0.0003054621,0.009434731,0.0002773008,0.00043675417,0.0000024383137,0.000007212593,0.000717068],"genre_scores_gemma":[0.99593025,0.00030751855,0.0019936347,0.0006405534,0.0005632528,0.0000109746015,0.000011082468,0.000050122402,0.00049258984],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9972728,0.00016979431,0.0010322342,0.00024945085,0.0003177668,0.0009579807],"domain_scores_gemma":[0.99570733,0.0003482107,0.0004411059,0.00018693013,0.00072530186,0.002591106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020004392,0.0003085823,0.0007366567,0.0011579852,0.00032095736,0.000118077165,0.00019739286,0.00027286884,0.000022659846],"category_scores_gemma":[0.0005979464,0.00028091366,0.00022736163,0.0005842923,0.00011998567,0.00046178306,0.000002011947,0.00059100176,0.0000033686672],"study_design_candidate":"case_report","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":[0.003889595,0.0011925278,0.095223986,0.002389209,0.000324607,0.15197386,0.062086735,0.0029657315,0.00011473788,0.012076262,0.038258594,0.62950414],"study_design_scores_gemma":[0.0026438108,0.0010967841,0.012179638,0.00071586616,0.00017736327,0.8966613,0.0011480654,0.0052526095,0.000014860566,0.0033071693,0.0764401,0.00036247412],"about_ca_topic_score_codex":0.0021676978,"about_ca_topic_score_gemma":0.01289804,"teacher_disagreement_score":0.7446874,"about_ca_system_score_codex":0.0010024428,"about_ca_system_score_gemma":0.010092709,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W6885446291","doi":"10.1371/journal.pgph.0003877.t001","title":"Conceptual framework.","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Operationalization; Stakeholder; Timeline; Global health; Reproductive health; Qualitative research; Health policy; Stakeholder engagement; Stakeholder analysis","score_opus":0.05588804521830172,"score_gpt":0.3532705989963481,"score_spread":0.2973825537780464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885446291","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":[3.8205312e-7,0.0050377683,1.2417898e-8,0.00028188725,0.00068603375,0.00027588822,0.99241453,0.00009909652,0.0012044116],"genre_scores_gemma":[0.000004446206,0.00005839229,0.000013351638,0.0065656393,0.0014459775,0.0001312899,0.99117565,0.000022624234,0.0005825976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986873,0.00001789497,0.00023653911,0.00032528737,0.0003165226,0.00041640832],"domain_scores_gemma":[0.99878526,0.00021147385,0.000058645834,0.00047994574,0.00008136476,0.00038332326],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000034278786,0.00022376425,0.0004108455,0.00009630001,0.000031940675,0.00002767815,0.00012418389,0.00070588075,0.68064505],"category_scores_gemma":[0.002404564,0.00018732995,0.0001749523,0.00017407758,0.000010115953,0.000018248782,0.0001075375,0.0011502944,0.3456443],"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":[0.00001781826,0.0000213453,6.225438e-7,0.0024159835,0.000027041573,0.0010305948,0.000006166588,2.6868657e-8,1.511335e-8,0.0000058775527,0.9962311,0.00024343801],"study_design_scores_gemma":[0.00007995548,0.00006644867,0.000022331218,0.016950628,0.00005359666,0.00008505119,0.000014377776,9.1781084e-7,8.3172864e-7,0.00003673421,0.9825338,0.00015529736],"about_ca_topic_score_codex":0.0000128937845,"about_ca_topic_score_gemma":0.0000053128783,"teacher_disagreement_score":0.33500078,"about_ca_system_score_codex":0.00007654896,"about_ca_system_score_gemma":0.00059802923,"threshold_uncertainty_score":0.76390934},"labels":[],"label_agreement":null},{"id":"W6885497400","doi":"10.1371/journal.pgph.0001805.s003","title":"Funnel plots for assessment of publication bias.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Odds; Observational study; Odds ratio; Epidemiology; Funnel plot; MEDLINE","score_opus":0.27549661116445134,"score_gpt":0.42591268653359676,"score_spread":0.15041607536914542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885497400","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":[0.059190482,0.0004347437,0.000025402673,0.017106146,0.0005668112,0.0040282276,0.86212397,0.0009940477,0.05553015],"genre_scores_gemma":[0.66578597,0.0000060398856,0.00021852257,0.0012384487,0.00014100395,0.0005440708,0.3304316,0.0000149683165,0.0016193946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941427,0.000007601092,0.00016449408,0.00009723652,0.00013544681,0.00018097296],"domain_scores_gemma":[0.9992684,0.00015538764,0.0000662504,0.00014095803,0.00026008213,0.000108937755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000100716425,0.000043205964,0.00012046522,0.000082426704,0.000025323683,0.0000055046594,0.000035428915,0.000046613746,0.016482651],"category_scores_gemma":[0.0017106922,0.000037629838,0.000057166762,0.00027174724,0.000001542008,0.000035457615,0.000017389722,0.00003953834,0.0005143744],"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":[0.000012309031,0.000024717727,0.0015436078,0.0007781933,0.000005726518,0.0000015851722,0.000010103544,0.0000011062446,0.000032044176,0.000079134945,0.9930836,0.0044278605],"study_design_scores_gemma":[0.00049337896,0.00010129722,0.36480382,0.0007098911,0.0000070953793,0.0000026104415,0.00003666534,0.0021603939,0.0001722269,0.00004755491,0.6314146,0.00005045616],"about_ca_topic_score_codex":0.0000034022694,"about_ca_topic_score_gemma":0.0000010816815,"teacher_disagreement_score":0.60659546,"about_ca_system_score_codex":0.000027950458,"about_ca_system_score_gemma":0.00020611372,"threshold_uncertainty_score":0.9844164},"labels":[],"label_agreement":null},{"id":"W6888511576","doi":"10.20372/ejhbs.v12i2.374","title":"Surgical Skill, Providers and Infrastructure Needs Assessment in North Gondar, Ethiopia: A Mixed Method Study","year":2022,"lang":"en","type":"article","venue":"National Academic Digital Repository of Ethiopia","topic":"Global Health and Surgery","field":"Medicine","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":"Needs assessment; Economic shortage; Health care; Officer; Surgical procedures; Descriptive statistics; District hospital; Accident and emergency","score_opus":0.015493608678480054,"score_gpt":0.33920145376097893,"score_spread":0.3237078450824989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888511576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98885465,0.00033349695,0.00001345883,0.0012298195,0.00044723935,0.0007437021,0.0000675408,0.000037507023,0.008272582],"genre_scores_gemma":[0.99757934,0.00001787834,0.00041919076,0.000559301,0.00011944218,0.00009711579,0.000065695385,0.000017196107,0.0011248675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996437,0.00026863412,0.000864817,0.00038789486,0.0017011252,0.0003405379],"domain_scores_gemma":[0.9982329,0.0008376867,0.00026830155,0.00013816895,0.00026242775,0.00026051892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011092939,0.00020428142,0.0004973984,0.00044000385,0.00018783809,0.00002802588,0.00015486531,0.00022827109,0.000017904318],"category_scores_gemma":[0.00053391064,0.00019191572,0.000100387064,0.000750624,0.00011976014,0.00028791247,0.0002280021,0.0022272705,7.584141e-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":[0.0005513161,0.0004938197,0.9861387,0.00018080248,0.00008339174,0.00018104252,0.0017050554,0.00031381607,0.000111240195,0.0028503314,0.0015620441,0.005828429],"study_design_scores_gemma":[0.0025023385,0.0006314349,0.9742669,0.00004987171,0.000034510835,0.0006650482,0.0032187519,0.00029911022,0.000028523971,0.0010575163,0.017056674,0.00018934542],"about_ca_topic_score_codex":0.000057216857,"about_ca_topic_score_gemma":0.000007658639,"teacher_disagreement_score":0.015494629,"about_ca_system_score_codex":0.00050443865,"about_ca_system_score_gemma":0.0015866488,"threshold_uncertainty_score":0.9676506},"labels":[],"label_agreement":null},{"id":"W6890152482","doi":"10.34847/nkl.8fcevf4u","title":"Canada grants Uganda Sh10billion for relief","year":2007,"lang":"en","type":"article","venue":"NAKALA","topic":"Global Health and Surgery","field":"Medicine","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); Work (physics); Population; Agency (philosophy)","score_opus":0.014300993906839986,"score_gpt":0.2950214633943212,"score_spread":0.28072046948748125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6890152482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731901,0.0006791946,0.00043558914,0.0035651072,0.0011421564,0.00050503714,0.00004203974,0.000046663255,0.020394092],"genre_scores_gemma":[0.9902825,0.000031705957,0.00031202548,0.007162019,0.00021924124,0.000005908633,0.00003225039,0.000009991877,0.00194438],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990685,0.0000051546026,0.00019087308,0.0001244685,0.00020632794,0.0004046926],"domain_scores_gemma":[0.9993198,0.00012427021,0.0000308497,0.00012820087,0.00008978469,0.0003071191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039388976,0.00006792612,0.00015645602,0.00004001594,0.00006415977,0.0000026807957,0.000028146722,0.00006447719,0.00003493842],"category_scores_gemma":[0.00018931131,0.000055899847,0.000043550775,0.00011561963,0.000011362552,0.000015649739,0.0000053083795,0.000078806064,0.000009703517],"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":[0.0014531718,0.00011804304,0.10274695,0.00040052788,0.000023965766,0.00028648297,0.000043625907,0.0000012214863,0.0005824846,0.0012399104,0.8218961,0.07120755],"study_design_scores_gemma":[0.0010102211,0.0001067418,0.120211415,0.00005158936,0.000014096797,0.000037857113,0.00002926435,0.000022458851,0.0010252072,0.00008978327,0.8773316,0.00006976319],"about_ca_topic_score_codex":0.22295383,"about_ca_topic_score_gemma":0.3024713,"teacher_disagreement_score":0.079517476,"about_ca_system_score_codex":0.00014957057,"about_ca_system_score_gemma":0.0008070432,"threshold_uncertainty_score":0.7822206},"labels":[],"label_agreement":null},{"id":"W6901584133","doi":"10.60692/gd7q4-kwe68","title":"Mapping International University Partnerships Identified by East African Universities as Strengthening Their Medicine, Nursing, and Public Health Programs","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"Annals; Global health; Public health; Publication; Publishing; International health; Stewardship (theology); Health care","score_opus":0.10293526887248027,"score_gpt":0.272763381512277,"score_spread":0.16982811263979675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901584133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431318,0.000021296759,0.0020803958,0.009483864,0.00065997103,0.00043198452,0.00008549129,0.00019530953,0.043909866],"genre_scores_gemma":[0.99875295,0.0000018601779,0.000046302386,0.00023075567,0.00007994792,0.0000021808503,0.00012619651,0.000005441818,0.0007543435],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987411,0.000073829746,0.00036496326,0.00014728717,0.0003200561,0.00035274544],"domain_scores_gemma":[0.9985401,0.000008709387,0.0005283985,0.00028944507,0.0002050219,0.00042831132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062502665,0.00014346131,0.00028050915,0.00028854623,0.000670533,0.00019029787,0.00017823774,0.000076242424,0.000015487432],"category_scores_gemma":[0.000037465426,0.00012078916,0.000046146666,0.000099358534,0.00019546699,0.00088927074,0.000051600833,0.00012313807,0.000033180688],"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":[0.00039723044,0.000019253446,0.57278067,0.0011267114,0.00020392708,0.000028969089,0.38349143,5.511736e-7,8.907285e-7,0.0061303563,0.004509041,0.031311],"study_design_scores_gemma":[0.0019632243,0.00011013695,0.06746848,0.0014372772,0.000015601056,0.00013109019,0.89762324,0.00081025064,0.000002638183,0.0000028479426,0.030284332,0.00015091097],"about_ca_topic_score_codex":0.00015937572,"about_ca_topic_score_gemma":0.0000018146169,"teacher_disagreement_score":0.5141318,"about_ca_system_score_codex":0.0004902397,"about_ca_system_score_gemma":0.00024928123,"threshold_uncertainty_score":0.51572657},"labels":[],"label_agreement":null},{"id":"W6901585658","doi":"10.60692/1jb8b-pyv03","title":"Cost‐Effectiveness of Two Government District Hospitals in Sub‐Saharan Africa","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Government (linguistics); Commission; Investment (military); District hospital; Health care; Ideal (ethics); Tanzania","score_opus":0.04133533363906939,"score_gpt":0.2754360113999915,"score_spread":0.23410067776092214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901585658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98530096,0.000017472803,0.0010294229,0.000027236467,0.0003389708,0.0009339236,0.00020448072,0.00003130639,0.012116247],"genre_scores_gemma":[0.9997943,0.0000011300148,0.000021385127,0.000026319025,0.000025655432,0.00009027293,0.000016174188,0.000005064494,0.0000196653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857634,0.00006720087,0.0005674284,0.0000972921,0.00042355683,0.0002681681],"domain_scores_gemma":[0.998868,0.000019971128,0.00040825907,0.00045921805,0.00010042545,0.00014413465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001781,0.000120628996,0.00038454574,0.000079758654,0.00009092789,0.000045982382,0.00010456527,0.00006854672,0.0000051827237],"category_scores_gemma":[0.00009932413,0.00009518131,0.00007770503,0.000082305975,0.00003158058,0.00036435237,0.000041184165,0.000075220945,0.00015141346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043971476,0.0000064110004,0.9932361,0.0020417697,0.000018591907,0.000013641979,0.0025119935,0.000010611591,0.0000054581105,0.00007181115,0.00012231489,0.0015215554],"study_design_scores_gemma":[0.0026463205,0.00007427487,0.99357367,0.0010153989,0.000017526927,0.000018169658,0.0006787793,0.00027935478,0.0012696185,8.3728617e-7,0.0003371778,0.00008888549],"about_ca_topic_score_codex":0.000045375993,"about_ca_topic_score_gemma":3.074495e-7,"teacher_disagreement_score":0.014493395,"about_ca_system_score_codex":0.0003578273,"about_ca_system_score_gemma":0.00005901334,"threshold_uncertainty_score":0.38813812},"labels":[],"label_agreement":null},{"id":"W6901652101","doi":"10.60692/8016h-j1397","title":"Development and Launch of the First Obstetrics and Gynaecology Master of Medicine Residency Training Programme in Botswana","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre","funders":"","keywords":"Accreditation; Curriculum; Context (archaeology); Subspecialty; Obstetrics and gynaecology; Salary; Government (linguistics); Commission; Economic shortage","score_opus":0.09905481702886355,"score_gpt":0.24430349687045394,"score_spread":0.1452486798415904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901652101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954978,0.000057560443,0.00008282115,0.001567534,0.00018939901,0.00045512494,0.0000059115796,0.000014244622,0.0021296039],"genre_scores_gemma":[0.99899775,6.9409026e-7,0.00031174064,0.0006495586,0.000011030689,0.000013240648,0.0000026846603,0.0000028837462,0.000010406131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880147,0.00002605195,0.00072973245,0.00007265564,0.0001977827,0.00017229763],"domain_scores_gemma":[0.99942225,0.000040782143,0.00024308157,0.00009166706,0.00008938414,0.00011283415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003961725,0.000079527854,0.00031457123,0.00012451388,0.000032869317,0.0000046501127,0.000038647442,0.000071747396,0.000009560143],"category_scores_gemma":[0.00035648624,0.000048822763,0.000016042895,0.0002907357,0.000063237036,0.000080106525,0.000037200403,0.00007291636,0.0000025743873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004460544,0.0000012207399,0.82159483,0.0033309937,0.000010318269,0.0000043376344,0.16704555,0.0000010608687,2.6933049e-7,0.00012171945,0.00003420246,0.0078109093],"study_design_scores_gemma":[0.001942473,0.00010363763,0.9537535,0.00029379778,0.000014219077,0.000022892598,0.04163082,0.0002448374,0.000038239763,7.832975e-7,0.0019081434,0.00004670661],"about_ca_topic_score_codex":0.000008970523,"about_ca_topic_score_gemma":0.0000014913679,"teacher_disagreement_score":0.13215864,"about_ca_system_score_codex":0.00005297077,"about_ca_system_score_gemma":0.00013924754,"threshold_uncertainty_score":0.19909345},"labels":[],"label_agreement":null},{"id":"W6901669612","doi":"10.60692/bvcxz-5y948","title":"Cost‐Effectiveness of Two Government District Hospitals in Sub‐Saharan Africa","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Government (linguistics); Commission; Investment (military); District hospital; Health care; Ideal (ethics); Tanzania","score_opus":0.04133533363906939,"score_gpt":0.2754360113999915,"score_spread":0.23410067776092214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901669612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98530096,0.000017472803,0.0010294229,0.000027236467,0.0003389708,0.0009339236,0.00020448072,0.00003130639,0.012116247],"genre_scores_gemma":[0.9997943,0.0000011300148,0.000021385127,0.000026319025,0.000025655432,0.00009027293,0.000016174188,0.000005064494,0.0000196653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857634,0.00006720087,0.0005674284,0.0000972921,0.00042355683,0.0002681681],"domain_scores_gemma":[0.998868,0.000019971128,0.00040825907,0.00045921805,0.00010042545,0.00014413465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001781,0.000120628996,0.00038454574,0.000079758654,0.00009092789,0.000045982382,0.00010456527,0.00006854672,0.0000051827237],"category_scores_gemma":[0.00009932413,0.00009518131,0.00007770503,0.000082305975,0.00003158058,0.00036435237,0.000041184165,0.000075220945,0.00015141346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043971476,0.0000064110004,0.9932361,0.0020417697,0.000018591907,0.000013641979,0.0025119935,0.000010611591,0.0000054581105,0.00007181115,0.00012231489,0.0015215554],"study_design_scores_gemma":[0.0026463205,0.00007427487,0.99357367,0.0010153989,0.000017526927,0.000018169658,0.0006787793,0.00027935478,0.0012696185,8.3728617e-7,0.0003371778,0.00008888549],"about_ca_topic_score_codex":0.000045375993,"about_ca_topic_score_gemma":3.074495e-7,"teacher_disagreement_score":0.014493395,"about_ca_system_score_codex":0.0003578273,"about_ca_system_score_gemma":0.00005901334,"threshold_uncertainty_score":0.38813812},"labels":[],"label_agreement":null},{"id":"W6901707341","doi":"10.60692/528me-3vq78","title":"Addressing power asymmetries in global health: Imperatives in the wake of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Power (physics); Wake; Coronavirus disease 2019 (COVID-19); Global health; China","score_opus":0.11396636454008367,"score_gpt":0.35214660069004083,"score_spread":0.23818023614995715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901707341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926903,0.00015618725,0.0003913697,0.0029430983,0.00031226294,0.00048709288,0.00011150909,0.000027899292,0.0028802445],"genre_scores_gemma":[0.99080193,0.0000018184659,0.00002953086,0.009091815,0.000019276675,0.000021130823,0.0000147371875,0.0000023860184,0.0000173571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810535,0.00035256273,0.0008104683,0.000092332026,0.00035925792,0.0002800377],"domain_scores_gemma":[0.9991833,0.00004745065,0.00025511815,0.00028876655,0.00010934134,0.00011605509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324608,0.0001044548,0.000312608,0.00010979372,0.00010297803,0.000039845298,0.00009365763,0.00008318154,0.000010759237],"category_scores_gemma":[0.00038421332,0.000056881552,0.0000710966,0.0008441157,0.00004726571,0.00018535998,0.00003595437,0.00014784084,0.000016983748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007572166,0.000003844993,0.939126,0.0007233509,0.000005992465,0.0000072846515,0.059013058,0.000023502447,3.2039304e-7,0.0004291676,0.00029877262,0.00029294158],"study_design_scores_gemma":[0.0014125538,0.00003284401,0.9170606,0.00053918146,0.0000054589514,0.00043725717,0.07872972,0.00011612535,0.000018340395,0.0000050035733,0.0015804268,0.00006249416],"about_ca_topic_score_codex":0.00014256501,"about_ca_topic_score_gemma":0.00003077516,"teacher_disagreement_score":0.02206545,"about_ca_system_score_codex":0.0004896957,"about_ca_system_score_gemma":0.0010419287,"threshold_uncertainty_score":0.23195624},"labels":[],"label_agreement":null},{"id":"W6901718825","doi":"10.60692/tkn0f-zgj92","title":"Global surgery, obstetric, and anaesthesia indicator definitions and reporting: An Utstein consensus report","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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. Thomas Hospital; Western University","funders":"","keywords":"Comparability; Commission; Perioperative; Process (computing); Performance indicator; Geospatial analysis; Limiting; Health care","score_opus":0.09779806493941944,"score_gpt":0.2837267727960955,"score_spread":0.18592870785667603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901718825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946321,0.00009428041,0.00017007835,0.00035563958,0.00028879265,0.00026074596,0.000089779795,0.00016917953,0.0039394],"genre_scores_gemma":[0.99863267,0.0000035232426,0.0004579334,0.000634286,0.000046684505,0.000022257118,0.00015891322,0.000007156251,0.000036604524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971916,0.00008929751,0.0018267264,0.00023333446,0.00032894034,0.00033010897],"domain_scores_gemma":[0.99749017,0.000032205196,0.0012296687,0.0004015465,0.00031161337,0.00053480314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010343661,0.00016551756,0.0005349549,0.0002033973,0.00017619462,0.00010968011,0.000022506403,0.00015733777,0.000009543555],"category_scores_gemma":[0.0009797863,0.00014542638,0.00007532582,0.00041091917,0.000059048292,0.00021029159,0.000032132048,0.00008624651,0.00003804599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004780048,0.000004698076,0.99391073,0.0006111316,0.000024159124,0.0018485694,0.0017003044,4.4225382e-7,2.6701528e-7,0.00029665628,0.00040552058,0.0011497159],"study_design_scores_gemma":[0.00057426817,0.000043209417,0.9521594,0.00024554235,0.00006551758,0.03621489,0.008842298,0.00012525897,0.00003129983,0.0000050311346,0.001529997,0.00016329234],"about_ca_topic_score_codex":0.000035063724,"about_ca_topic_score_gemma":0.0000012267981,"teacher_disagreement_score":0.04175134,"about_ca_system_score_codex":0.00011676504,"about_ca_system_score_gemma":0.0004806456,"threshold_uncertainty_score":0.5930316},"labels":[],"label_agreement":null},{"id":"W6901734428","doi":"10.60692/cprgm-69y42","title":"Barriers and facilitators to the conduct of critical care research in low and lower-middle income countries: A scoping review","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mentorship; Data extraction; MEDLINE; Health care; Health services research; Quality (philosophy); Developing country; Grey literature","score_opus":0.09621083561442798,"score_gpt":0.36097829610120735,"score_spread":0.26476746048677935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901734428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941431,0.0021888507,0.000017011213,0.0013345612,0.0001853575,0.0015095412,0.00020932176,0.000016982445,0.00039523403],"genre_scores_gemma":[0.9986895,0.000013746221,0.000013000929,0.0010820063,0.000010832346,0.00017630524,0.0000046728296,0.0000031376048,0.0000068253303],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99837476,0.00024118308,0.00055293314,0.00010271522,0.00046712832,0.00026129023],"domain_scores_gemma":[0.99918854,0.000076569144,0.000053968022,0.00020230247,0.000252161,0.00022648108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022203343,0.00007504771,0.00029707034,0.00022430849,0.00021029127,0.000022748081,0.00005660568,0.000031919953,0.00002968574],"category_scores_gemma":[0.0003609362,0.00005306334,0.000022690212,0.0003870874,0.000088913184,0.00013963407,0.000106305786,0.00017040836,0.000018808294],"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":[0.0004020771,0.0000017758864,0.52056813,0.32143462,0.000011223325,0.000026694093,0.1567495,0.000013243382,1.2035107e-7,0.00036785458,0.00020508883,0.00021964783],"study_design_scores_gemma":[0.0029058363,0.001113578,0.058679834,0.21605185,0.00005740203,0.0004390366,0.71652025,0.00039333713,0.000034484012,0.0000027605038,0.0034224142,0.00037921534],"about_ca_topic_score_codex":0.000044729048,"about_ca_topic_score_gemma":0.0000013598345,"teacher_disagreement_score":0.55977076,"about_ca_system_score_codex":0.00016631206,"about_ca_system_score_gemma":0.00027241104,"threshold_uncertainty_score":0.21638604},"labels":[],"label_agreement":null},{"id":"W6901755748","doi":"10.60692/2knbz-rba52","title":"African-led health research and capacity building- is it working?","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Excellence; Capacity building; Investment (military); Capacity development; Quality (philosophy); Virtuous circle and vicious circle; Health care; Global health","score_opus":0.234109218685711,"score_gpt":0.33836514543669777,"score_spread":0.10425592675098677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901755748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662343,0.000027215745,0.0015996933,0.019811373,0.0002195015,0.00082358334,0.00006079062,0.00016817154,0.011055336],"genre_scores_gemma":[0.9882882,0.0000012567582,0.0003520592,0.011093127,0.00014873163,0.000026487629,0.0000075657804,0.0000072401954,0.00007531766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980062,0.000103753686,0.00062743056,0.00016747718,0.00056265725,0.00053246866],"domain_scores_gemma":[0.9985706,0.000023101024,0.00016748693,0.00021353526,0.0002629917,0.00076225045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012781608,0.00012458215,0.00036100912,0.00020418123,0.00023720755,0.000085158405,0.00006793062,0.00009763547,0.00002830984],"category_scores_gemma":[0.0001041337,0.00010107115,0.000044240987,0.00050861936,0.00005392452,0.00018843575,0.000052683234,0.00026726502,0.0004547743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008714741,0.000006995989,0.57056975,0.006232865,0.000059671624,0.00001751141,0.37980628,0.000002725217,0.0000018380979,0.0009812287,0.038890976,0.0025586677],"study_design_scores_gemma":[0.011347995,0.002897535,0.3920132,0.0051354584,0.00007258109,0.0007667746,0.26450676,0.015027792,0.00062906794,0.000020638416,0.30649877,0.0010834243],"about_ca_topic_score_codex":0.000060411385,"about_ca_topic_score_gemma":2.727788e-7,"teacher_disagreement_score":0.2676078,"about_ca_system_score_codex":0.00019832066,"about_ca_system_score_gemma":0.00018668568,"threshold_uncertainty_score":0.58453554},"labels":[],"label_agreement":null},{"id":"W6901839445","doi":"10.60692/pay5j-ds658","title":"Academic careers in global pulmonary and critical care medicine: perspectives from experts in the field","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Global health; Professional development; Field (mathematics); Health care; Experiential learning; Health professionals; Career Pathways; MEDLINE; Coronavirus disease 2019 (COVID-19)","score_opus":0.03647512807816673,"score_gpt":0.29900893500457176,"score_spread":0.26253380692640504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901839445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689354,0.00061388843,0.000114957664,0.015617511,0.00016590807,0.00037425742,0.000055656415,0.000045597488,0.006118659],"genre_scores_gemma":[0.9914146,0.0000028258314,0.00001616078,0.008357077,0.00015906306,0.000028728837,0.00001793853,0.0000026526016,9.641018e-7],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988444,0.000081984996,0.0004349403,0.00013337097,0.00028046514,0.00022486241],"domain_scores_gemma":[0.9995253,0.00006924315,0.0000466569,0.00012326805,0.000065491266,0.0001700043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017823745,0.0001120138,0.0002486136,0.00006990341,0.000039492606,0.000016070157,0.00007532926,0.00014692146,0.000013429362],"category_scores_gemma":[0.00030980702,0.00007232109,0.000027704265,0.00021481856,0.000045789042,0.00020902899,0.000025426047,0.00020443955,0.000020676438],"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":[0.00018233797,7.5885623e-7,0.67291445,0.00041182467,0.0000025214588,0.000053974665,0.3252869,0.0000010816393,2.8928036e-7,0.00013218097,0.00048245068,0.00053121813],"study_design_scores_gemma":[0.0006242772,0.000073965006,0.35074458,0.000344112,0.000010506603,0.000050370803,0.64735246,0.00043201016,0.0000029579116,0.0000022591958,0.00030103634,0.00006145153],"about_ca_topic_score_codex":0.00030047304,"about_ca_topic_score_gemma":0.0000022953886,"teacher_disagreement_score":0.3221699,"about_ca_system_score_codex":0.00013835763,"about_ca_system_score_gemma":0.00005242069,"threshold_uncertainty_score":0.29491687},"labels":[],"label_agreement":null},{"id":"W6901850724","doi":"10.60692/p2c4z-4zh80","title":"Blended learning across universities in a South–North–South collaboration: a case study","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Thematic analysis; Economic shortage; Blended learning; Qualitative research; Qualitative property; Capacity building; Data collection; Online learning; Capacity development","score_opus":0.029003873325210726,"score_gpt":0.2667755377941136,"score_spread":0.23777166446890288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901850724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698585,0.0000039386755,0.0005392653,0.00009595765,0.00027251834,0.0008383186,0.00013570495,0.00020532384,0.00092309964],"genre_scores_gemma":[0.99905604,9.1850325e-8,0.000022536029,0.00012495907,0.00006673903,0.000045657234,0.000012884566,0.000009618135,0.0006614904],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981222,0.0001491776,0.00072313787,0.00017827147,0.0003651061,0.00046206388],"domain_scores_gemma":[0.9988032,0.00001976939,0.0002985224,0.00028147962,0.00036366936,0.00023335057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060232275,0.00019065477,0.0003813001,0.00031593483,0.00024628208,0.0000830126,0.00006124204,0.00010902489,0.000023224251],"category_scores_gemma":[0.000046444366,0.00013419826,0.000059593433,0.0005919885,0.000034958124,0.0006635772,0.000049957835,0.00013636988,0.00045802133],"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":[0.00026317316,0.0000045434986,0.6423647,0.00020539375,0.000020181134,0.0007278113,0.35613266,0.00002554689,9.793164e-8,0.000008907575,0.000016787848,0.0002302172],"study_design_scores_gemma":[0.0044240677,0.00020505839,0.153081,0.00025704165,0.00002622875,0.00074455293,0.8405809,0.0002128942,0.0000074214777,5.794336e-8,0.0003095434,0.00015123747],"about_ca_topic_score_codex":0.000070925584,"about_ca_topic_score_gemma":0.000026826361,"teacher_disagreement_score":0.4892837,"about_ca_system_score_codex":0.00048379853,"about_ca_system_score_gemma":0.00041574342,"threshold_uncertainty_score":0.588709},"labels":[],"label_agreement":null},{"id":"W6901859895","doi":"10.6084/m9.figshare.19204301.v1","title":"Additional file 3 of Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"","keywords":"Host (biology); MEDLINE; Government (linguistics); Key (lock); Variety (cybernetics)","score_opus":0.08865129945574542,"score_gpt":0.36983769115496057,"score_spread":0.28118639169921517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901859895","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":[0.00010607739,0.0010766961,2.401694e-7,0.0021230942,0.000052051782,0.00024003992,0.9954853,0.00003306234,0.00088344305],"genre_scores_gemma":[0.000982083,0.000007584486,0.00048364172,0.002480221,0.00047712878,0.0017540238,0.9928979,0.000011388718,0.0009060151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987913,0.000021427677,0.0002739163,0.00017929697,0.0005441825,0.00018991201],"domain_scores_gemma":[0.99667287,0.0023401994,0.000066423076,0.00013515205,0.0005498113,0.00023555131],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047754125,0.00008268938,0.00021560694,0.000046754925,0.000150906,0.000004242667,0.00009159445,0.00006057435,0.9990358],"category_scores_gemma":[0.02193927,0.00007230831,0.00011671924,0.00008410958,0.00001385637,0.000028636756,0.00007669944,0.00012855045,0.00018950303],"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":[0.00010475616,0.00006432278,0.00002462419,0.000110524205,0.000018328625,0.000029737914,0.0000672602,1.9576984e-7,0.000001688785,0.0000064227816,0.99896604,0.0006061158],"study_design_scores_gemma":[0.00021982241,0.00009918654,0.005492071,0.001880426,0.000007243407,0.000024676188,0.000772518,0.00013486478,0.000008673364,0.000024551,0.99126965,0.00006632593],"about_ca_topic_score_codex":0.000010537866,"about_ca_topic_score_gemma":0.000005729423,"teacher_disagreement_score":0.9988463,"about_ca_system_score_codex":0.00006311592,"about_ca_system_score_gemma":0.0009882775,"threshold_uncertainty_score":0.98629934},"labels":[],"label_agreement":null},{"id":"W6901941030","doi":"10.6084/m9.figshare.19204301","title":"Additional file 3 of Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"","keywords":"Host (biology); MEDLINE; Government (linguistics); Key (lock); Variety (cybernetics)","score_opus":0.08865129945574542,"score_gpt":0.36983769115496057,"score_spread":0.28118639169921517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901941030","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":[0.00010607739,0.0010766961,2.401694e-7,0.0021230942,0.000052051782,0.00024003992,0.9954853,0.00003306234,0.00088344305],"genre_scores_gemma":[0.000982083,0.000007584486,0.00048364172,0.002480221,0.00047712878,0.0017540238,0.9928979,0.000011388718,0.0009060151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987913,0.000021427677,0.0002739163,0.00017929697,0.0005441825,0.00018991201],"domain_scores_gemma":[0.99667287,0.0023401994,0.000066423076,0.00013515205,0.0005498113,0.00023555131],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047754125,0.00008268938,0.00021560694,0.000046754925,0.000150906,0.000004242667,0.00009159445,0.00006057435,0.9990358],"category_scores_gemma":[0.02193927,0.00007230831,0.00011671924,0.00008410958,0.00001385637,0.000028636756,0.00007669944,0.00012855045,0.00018950303],"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":[0.00010475616,0.00006432278,0.00002462419,0.000110524205,0.000018328625,0.000029737914,0.0000672602,1.9576984e-7,0.000001688785,0.0000064227816,0.99896604,0.0006061158],"study_design_scores_gemma":[0.00021982241,0.00009918654,0.005492071,0.001880426,0.000007243407,0.000024676188,0.000772518,0.00013486478,0.000008673364,0.000024551,0.99126965,0.00006632593],"about_ca_topic_score_codex":0.000010537866,"about_ca_topic_score_gemma":0.000005729423,"teacher_disagreement_score":0.9988463,"about_ca_system_score_codex":0.00006311592,"about_ca_system_score_gemma":0.0009882775,"threshold_uncertainty_score":0.98629934},"labels":[],"label_agreement":null},{"id":"W6902111861","doi":"10.6084/m9.figshare.16986525","title":"Additional file 3 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Anesthesiology; MEDLINE; Accreditation; Qualitative research; Documentation; Key (lock)","score_opus":0.15966556085346148,"score_gpt":0.4263744032708201,"score_spread":0.2667088424173586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902111861","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":[0.0011378723,0.00023383764,0.0000013159209,0.0009260291,0.000034855067,0.00021002827,0.9937348,0.000009613631,0.003711696],"genre_scores_gemma":[0.055206187,0.0000035134826,0.0028536785,0.00029655645,0.0000872282,0.00048836455,0.9407636,0.000009787355,0.0002910868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984859,0.000096701864,0.0005815731,0.00020186022,0.00042038938,0.000213539],"domain_scores_gemma":[0.99410975,0.004166578,0.00027008817,0.000120312456,0.0012339321,0.00009935673],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015024182,0.0001000682,0.00049827155,0.00011286968,0.000029124032,0.0000029647595,0.00008605948,0.00011114644,0.9232245],"category_scores_gemma":[0.016158959,0.00009798165,0.00014147296,0.0001766302,0.000029276645,0.00004591981,0.000028857421,0.00012130243,0.00002214024],"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":[0.00037170103,0.00016927293,0.00029041548,0.000582818,0.000027583807,0.000030424682,0.0020106786,0.0000029552075,0.0000025315485,0.00017532641,0.9949046,0.0014316945],"study_design_scores_gemma":[0.00094815495,0.00036661053,0.07124139,0.007207888,0.000006305931,0.00003958268,0.0053676283,0.00020598958,0.000067165674,0.0006437131,0.91380596,0.000099626406],"about_ca_topic_score_codex":0.00001585097,"about_ca_topic_score_gemma":0.000197878,"teacher_disagreement_score":0.92320234,"about_ca_system_score_codex":0.00010396354,"about_ca_system_score_gemma":0.0026738106,"threshold_uncertainty_score":0.9921284},"labels":[],"label_agreement":null},{"id":"W6902131661","doi":"10.6084/m9.figshare.14904072.v1","title":"Additional file 1 of Assessing how global health partnerships function: an equity-informed critical interpretive synthesis","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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 Coalition for Global Health Research; University of Northern British Columbia; McGill University; University of British Columbia","funders":"","keywords":"Table (database); Global health; Public health; Key (lock); MEDLINE","score_opus":0.12894813873332522,"score_gpt":0.44601653180535195,"score_spread":0.3170683930720267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902131661","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":[0.0033311069,0.00018309122,0.00037614422,0.020083483,0.00057563826,0.0005322928,0.5358934,0.00001259774,0.4390123],"genre_scores_gemma":[0.9139406,0.000009638426,0.041885234,0.0053303675,0.00043029012,0.00022195916,0.03606332,0.000019005885,0.0020996025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984772,0.00016834152,0.00031400518,0.00028306278,0.00034385046,0.00041352806],"domain_scores_gemma":[0.9951846,0.003597631,0.00011358985,0.00023786795,0.00030171438,0.0005645902],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003257075,0.00011679211,0.00040356818,0.000029851753,0.0001310807,0.00012581123,0.000106241714,0.00009492502,0.77894056],"category_scores_gemma":[0.014451843,0.00011035404,0.000088801564,0.00023935783,0.00012161871,0.00043676348,0.00015107883,0.00014841797,0.00018845464],"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":[0.00023265969,0.00021174065,0.00010271594,0.000101919046,0.000027045926,0.000066144166,0.00007508389,8.9787584e-8,0.0000044514513,0.00018681098,0.8201146,0.17887674],"study_design_scores_gemma":[0.00019492822,0.00043730193,0.011873462,0.0036081723,0.00005215151,0.00026532574,0.0052619725,0.00013938716,0.0001261459,0.0001270689,0.977754,0.00016007599],"about_ca_topic_score_codex":0.000012517429,"about_ca_topic_score_gemma":0.00012453382,"teacher_disagreement_score":0.9106095,"about_ca_system_score_codex":0.00031268215,"about_ca_system_score_gemma":0.0050690747,"threshold_uncertainty_score":0.9938499},"labels":[],"label_agreement":null},{"id":"W6902136681","doi":"10.6084/m9.figshare.6109187.v1","title":"Additional file 1: of Design and Implementation of a postgraduate curriculum to support Ethiopia's first emergency medicine residency training program: the Toronto Addis Ababa Academic Collaboration in Emergency Medicine (TAAAC-EM)","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Residency training; Emergency medical services; MEDLINE; Graduate medical education","score_opus":0.08180424937163108,"score_gpt":0.4103134473403407,"score_spread":0.3285091979687096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902136681","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":[0.0066622766,0.00089914683,0.000003394969,0.005057939,0.00032636002,0.0031992386,0.98121303,0.000058409063,0.002580182],"genre_scores_gemma":[0.12502213,0.0004951375,0.0012007497,0.0005002047,0.0012663367,0.004301767,0.8665431,0.000049389433,0.00062119967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972805,0.00012228976,0.0012502681,0.00032713183,0.0006026087,0.00041720766],"domain_scores_gemma":[0.9974611,0.00050712767,0.0005325285,0.00022459278,0.0010007884,0.00027387866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004166583,0.00021052972,0.0004426727,0.00015170818,0.00012251857,0.0000021098501,0.00013933709,0.00014635634,0.9604914],"category_scores_gemma":[0.006680863,0.00015222307,0.00005122905,0.0008622713,0.000048463535,0.00020244675,0.000051130468,0.00019860704,0.00006705024],"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":[0.000095081785,0.000042450953,0.0006324034,0.00041575078,0.000019562263,0.0000036088527,0.005997288,3.2984292e-7,0.000038503833,0.000017708187,0.98490256,0.007834741],"study_design_scores_gemma":[0.001711812,0.0072209104,0.2467851,0.011218939,0.00009507121,0.00003912348,0.0256667,0.00025523084,0.00010679173,0.0003041488,0.7062378,0.00035838553],"about_ca_topic_score_codex":0.0008950298,"about_ca_topic_score_gemma":0.009202535,"teacher_disagreement_score":0.96042436,"about_ca_system_score_codex":0.000111623754,"about_ca_system_score_gemma":0.00054677116,"threshold_uncertainty_score":0.79980993},"labels":[],"label_agreement":null},{"id":"W6902144017","doi":"10.6084/m9.figshare.26570713.v1","title":"Additional file 2 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Protocol (science); Rehabilitation; Health care; MEDLINE; Health professionals; Professional development","score_opus":0.030552256607998103,"score_gpt":0.3496538738951015,"score_spread":0.3191016172871034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902144017","genre_codex":"dataset","genre_gemma":"protocol","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":[0.010534783,0.004936403,5.8522975e-8,0.0013999398,0.000036107464,0.045692705,0.9372933,0.000032312564,0.00007438764],"genre_scores_gemma":[0.025275005,0.00015226525,0.0068202363,0.0025063136,0.00014098501,0.5398646,0.42500114,0.00005039726,0.00018906804],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99895,0.000058992788,0.0004291987,0.00020905373,0.00017037183,0.00018235644],"domain_scores_gemma":[0.9980689,0.0016073522,0.00007233433,0.00004892081,0.000096295975,0.000106190804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021450326,0.00008955411,0.00027134293,0.00012766809,0.00003280603,0.000010701467,0.000015277545,0.000067049354,0.1783577],"category_scores_gemma":[0.0030122343,0.00007971528,0.000013891488,0.00017639669,0.000016217144,0.00010038872,0.0000383343,0.00016969291,0.00000950734],"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":[0.00006709703,0.000026497353,0.0030047207,0.6390786,0.000003553533,0.000036771846,0.00049871934,8.066828e-8,8.059899e-7,0.000023969002,0.3528394,0.0044197557],"study_design_scores_gemma":[0.00025755403,0.00004357461,0.06661656,0.86349744,0.0000010795163,0.00002376459,0.000024533527,0.00005056666,0.0000037665402,0.000018959912,0.069397844,0.0000643926],"about_ca_topic_score_codex":0.000008311188,"about_ca_topic_score_gemma":0.00006374337,"teacher_disagreement_score":0.51229215,"about_ca_system_score_codex":0.000083759274,"about_ca_system_score_gemma":0.00046188306,"threshold_uncertainty_score":0.8223934},"labels":[],"label_agreement":null},{"id":"W6902163512","doi":"10.6084/m9.figshare.26602486.v1","title":"Additional file 2 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Continuing professional development; Professional development; MEDLINE","score_opus":0.047002645168960376,"score_gpt":0.41226310411015654,"score_spread":0.3652604589411962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902163512","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":[0.0033713307,0.03013992,0.0000015515014,0.000802253,0.00015313829,0.008282441,0.9571545,0.000055715627,0.00003914254],"genre_scores_gemma":[0.036962993,0.00006241641,0.0007025386,0.00066194363,0.00007552555,0.017210498,0.9441098,0.000021985095,0.00019232141],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978517,0.00012581295,0.00087632966,0.00034579335,0.00047076386,0.00032957946],"domain_scores_gemma":[0.99686176,0.0015231183,0.00021153894,0.00009347215,0.0011464576,0.00016365215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008607308,0.00015480675,0.00040822258,0.00013766804,0.00013349619,0.000017794277,0.000035981247,0.000088364446,0.36823723],"category_scores_gemma":[0.002911777,0.0001332613,0.000036955764,0.00022270535,0.000012182605,0.00014113409,0.00006124863,0.00012028048,0.00001860241],"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":[0.000075311305,0.000031716354,0.00017739707,0.4466025,0.000016786993,0.000009065739,0.0005312289,7.407467e-8,7.7431736e-8,0.000013419779,0.53558075,0.016961666],"study_design_scores_gemma":[0.00050721545,0.000046809106,0.0128248455,0.86228204,0.000010754027,0.000019438505,0.0009751042,0.0001308686,0.000013199307,0.000008985037,0.123058915,0.000121842146],"about_ca_topic_score_codex":0.0000039898796,"about_ca_topic_score_gemma":0.000059479153,"teacher_disagreement_score":0.41567954,"about_ca_system_score_codex":0.0005778595,"about_ca_system_score_gemma":0.007046627,"threshold_uncertainty_score":0.9985825},"labels":[],"label_agreement":null},{"id":"W6902167035","doi":"10.6084/m9.figshare.19204295","title":"Additional file 1 of Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"","keywords":"Host (biology); MEDLINE; Government (linguistics); Work (physics)","score_opus":0.09051592844707401,"score_gpt":0.370486948391215,"score_spread":0.279971019944141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902167035","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":[0.00010515905,0.0010700639,2.3855225e-7,0.0021345546,0.000051468513,0.00024001417,0.99548817,0.00003310757,0.0008772526],"genre_scores_gemma":[0.0009694099,0.0000074579584,0.0004902872,0.0024820494,0.00047069616,0.0017927274,0.9928904,0.000011387728,0.00088553963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987914,0.000021451864,0.00027377368,0.0001793886,0.000544053,0.00018992915],"domain_scores_gemma":[0.9966531,0.0023651228,0.000066424625,0.00013541791,0.00054430316,0.00023562378],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047779467,0.00008270301,0.00021558115,0.000046773206,0.00015092119,0.000004232485,0.00009166195,0.000060580387,0.9990635],"category_scores_gemma":[0.021946019,0.00007232989,0.00011672796,0.00008414613,0.000013855216,0.000028610977,0.0000767644,0.00012858122,0.00018710575],"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":[0.00010411401,0.000064414155,0.000024606248,0.000108449865,0.000018362243,0.000029348686,0.00006731406,1.9586558e-7,0.0000016853005,0.000006475703,0.9989787,0.000596351],"study_design_scores_gemma":[0.00021641851,0.0000993988,0.0055336608,0.0018860375,0.0000073240494,0.000024961082,0.000777216,0.00013468052,0.000008462239,0.000024479437,0.991221,0.00006635048],"about_ca_topic_score_codex":0.000010399529,"about_ca_topic_score_gemma":0.0000056841736,"teacher_disagreement_score":0.9988764,"about_ca_system_score_codex":0.000062824016,"about_ca_system_score_gemma":0.0009876387,"threshold_uncertainty_score":0.98629254},"labels":[],"label_agreement":null},{"id":"W6902276602","doi":"10.6084/m9.figshare.26602486","title":"Additional file 2 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Continuing professional development; Professional development; MEDLINE","score_opus":0.047002645168960376,"score_gpt":0.41226310411015654,"score_spread":0.3652604589411962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902276602","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":[0.0033713307,0.03013992,0.0000015515014,0.000802253,0.00015313829,0.008282441,0.9571545,0.000055715627,0.00003914254],"genre_scores_gemma":[0.036962993,0.00006241641,0.0007025386,0.00066194363,0.00007552555,0.017210498,0.9441098,0.000021985095,0.00019232141],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978517,0.00012581295,0.00087632966,0.00034579335,0.00047076386,0.00032957946],"domain_scores_gemma":[0.99686176,0.0015231183,0.00021153894,0.00009347215,0.0011464576,0.00016365215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008607308,0.00015480675,0.00040822258,0.00013766804,0.00013349619,0.000017794277,0.000035981247,0.000088364446,0.36823723],"category_scores_gemma":[0.002911777,0.0001332613,0.000036955764,0.00022270535,0.000012182605,0.00014113409,0.00006124863,0.00012028048,0.00001860241],"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":[0.000075311305,0.000031716354,0.00017739707,0.4466025,0.000016786993,0.000009065739,0.0005312289,7.407467e-8,7.7431736e-8,0.000013419779,0.53558075,0.016961666],"study_design_scores_gemma":[0.00050721545,0.000046809106,0.0128248455,0.86228204,0.000010754027,0.000019438505,0.0009751042,0.0001308686,0.000013199307,0.000008985037,0.123058915,0.000121842146],"about_ca_topic_score_codex":0.0000039898796,"about_ca_topic_score_gemma":0.000059479153,"teacher_disagreement_score":0.41567954,"about_ca_system_score_codex":0.0005778595,"about_ca_system_score_gemma":0.007046627,"threshold_uncertainty_score":0.9985825},"labels":[],"label_agreement":null},{"id":"W6902494270","doi":"10.6084/m9.figshare.29526640","title":"Additional file 1 of A scoping review of the roles, challenges, and strategies for enhancing the performance of community health workers in the response against COVID-19 in low- and middle-income countries","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo","funders":"","keywords":"Work (physics); Health care; Community health workers; Community health; Quality (philosophy); Government (linguistics)","score_opus":0.06804486100495234,"score_gpt":0.37743125444474124,"score_spread":0.3093863934397889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902494270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92103755,0.05508648,7.52985e-7,0.009579055,0.000019295894,0.0024233123,0.010970265,5.8524296e-7,0.0008826979],"genre_scores_gemma":[0.956169,0.03568408,0.00026614108,0.0068372646,0.0000095066825,0.00035968027,0.0006049028,0.000005494105,0.000063919615],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99859756,0.00061218697,0.00045684562,0.000074786054,0.00012120933,0.00013743818],"domain_scores_gemma":[0.99329513,0.0061585484,0.00021752992,0.00023856937,0.000054460306,0.000035755464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004113733,0.000066535984,0.00034493065,0.000047204303,0.00013128913,0.000008090207,0.00017039942,0.00003223796,0.0007922863],"category_scores_gemma":[0.0016676603,0.00003684676,0.000024360419,0.00018042664,0.00020157956,0.000060462986,0.00008662336,0.00017031503,1.8032492e-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":[0.01729036,0.0007886504,0.015269657,0.72613394,0.00013656361,0.000009195427,0.05394106,0.00006652099,0.00002435819,0.00060138555,0.1142114,0.0715269],"study_design_scores_gemma":[0.0013640074,0.00034473214,0.14149576,0.783126,0.000017947965,0.000010854858,0.044457648,0.000064848435,0.00004190178,0.00007470241,0.028920967,0.00008064373],"about_ca_topic_score_codex":0.0002983484,"about_ca_topic_score_gemma":0.011651753,"teacher_disagreement_score":0.12622611,"about_ca_system_score_codex":0.000056340592,"about_ca_system_score_gemma":0.0032727262,"threshold_uncertainty_score":0.867498},"labels":[],"label_agreement":null},{"id":"W6904000778","doi":"10.1371/journal.pgph.0001805.s004","title":"Study characteristics of all included studies.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Odds; Observational study; Odds ratio; Psychological intervention; Epidemiology; MEDLINE; Equity (law)","score_opus":0.21692552575624222,"score_gpt":0.4248597876448608,"score_spread":0.2079342618886186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904000778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9156511,0.00037894445,1.1086778e-8,0.00043117392,0.00021931417,0.000762518,0.08061423,0.0001931824,0.0017495513],"genre_scores_gemma":[0.96523315,0.000021910437,0.00000402053,0.0006785747,0.00010644991,0.00008136456,0.03337719,0.000011010003,0.0004863102],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999151,0.0000226838,0.0002557395,0.00012325245,0.00021293681,0.00023438699],"domain_scores_gemma":[0.9992581,0.00014928548,0.00007503085,0.0001945623,0.00019737182,0.00012564033],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011285114,0.00007641234,0.000315591,0.00007565933,0.000029222481,0.0000025227064,0.0000509287,0.00003935288,0.008876093],"category_scores_gemma":[0.0023601926,0.00006334094,0.000048320715,0.00028709133,0.0000038422686,0.000018685276,0.00010587448,0.000086090105,0.0022041982],"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":[0.00005798411,0.00017721628,0.014524687,0.0009036172,0.000087260174,0.0004640817,0.0008456123,1.2697075e-7,0.00001961627,0.0000018011516,0.9795979,0.0033200479],"study_design_scores_gemma":[0.0008181955,0.0004073353,0.84295374,0.0013412471,0.000037860736,0.000012005469,0.0014007464,0.00002089902,0.0000818675,0.000011477687,0.15281552,0.000099122786],"about_ca_topic_score_codex":0.000004489956,"about_ca_topic_score_gemma":0.0000033012884,"teacher_disagreement_score":0.82842904,"about_ca_system_score_codex":0.000030724383,"about_ca_system_score_gemma":0.000085786705,"threshold_uncertainty_score":0.9985727},"labels":[],"label_agreement":null},{"id":"W6906800799","doi":"10.17920/g91k6n","title":"Marshalling Science for Global Health: A Bilateral Workshop","year":2009,"lang":"en","type":"other","venue":"California Digital Library","topic":"Global Health and Surgery","field":"Medicine","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":"Marshalling; Global health; Public health; Health care; Global network; Outbreak; Citizen science","score_opus":0.017375906557959016,"score_gpt":0.29891423317512955,"score_spread":0.28153832661717054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906800799","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":[0.00043614284,0.010160682,0.00053794985,0.006877121,0.0009355514,0.0020596168,0.02169317,0.0013255648,0.9559742],"genre_scores_gemma":[0.01689763,0.0011198707,0.010753366,0.06456563,0.0053169667,0.00013743978,0.014066355,0.0012581071,0.88588464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973075,0.000010682526,0.0004812894,0.00063689105,0.00041468564,0.0011489926],"domain_scores_gemma":[0.9981428,0.00005037946,0.00020855035,0.00040477337,0.000029210665,0.001164303],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013479301,0.00037554718,0.00070888567,0.00025991126,0.00010909637,0.00027864325,0.00025475727,0.0002927611,0.0003494211],"category_scores_gemma":[0.00011899556,0.00031450082,0.00025558798,0.00066070113,0.00022504566,0.00031454785,0.00009644034,0.00020691931,0.00057763595],"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":[0.00015901015,0.00009954205,0.0044797114,0.00053289125,0.00001685207,0.000057056062,0.0000026522332,3.064564e-7,1.8443797e-7,0.0005532845,0.9081406,0.0859579],"study_design_scores_gemma":[0.0005381138,0.00013398247,0.00036196102,0.0013394825,0.000012899712,0.00009400623,0.000007861841,0.000058944606,0.000001750576,0.0018050591,0.9953813,0.00026464803],"about_ca_topic_score_codex":0.000004457894,"about_ca_topic_score_gemma":0.0000010292905,"teacher_disagreement_score":0.08724068,"about_ca_system_score_codex":0.00018430281,"about_ca_system_score_gemma":0.0024936025,"threshold_uncertainty_score":0.9999307},"labels":[],"label_agreement":null},{"id":"W6911881413","doi":"10.5281/zenodo.14986862","title":"The Indian Knowledge System Based Graduate Learning: A comprehensive course for University Students","year":2023,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Curriculum; Certificate; Capstone; Process (computing); Globalization; Capstone course; Qualitative research","score_opus":0.06222174458325059,"score_gpt":0.32545763235605113,"score_spread":0.26323588777280055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911881413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724106,0.0010492579,0.0003433536,0.0021324917,0.0037917523,0.009658975,0.0015290905,0.0056838454,0.10340065],"genre_scores_gemma":[0.9246145,0.0003486637,0.000028217146,0.00008421541,0.00029779892,2.7464506e-7,0.028143937,0.0022296049,0.04425281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976075,0.0004942912,0.0003017769,0.0004424134,0.000576212,0.0005777534],"domain_scores_gemma":[0.99690163,0.00019292416,0.0002321773,0.00037986317,0.0019065622,0.00038683988],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093040935,0.00022118402,0.00033702547,0.00027872212,0.0042163283,0.00030837813,0.0006675212,0.0001753892,0.0001794786],"category_scores_gemma":[0.0006308695,0.00020358563,0.00015813475,0.00066942937,0.000092919945,0.000051162137,0.00021752664,0.0006012519,0.0041022236],"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":[0.0051016156,0.00064016593,0.000120566576,0.007826306,0.0006296452,0.00041685803,0.0068632783,0.000050772524,0.00017319882,0.002116605,0.86843127,0.10762974],"study_design_scores_gemma":[0.0015911884,0.00043691936,0.008959923,0.0005370032,0.00013388331,0.00003172051,0.022101792,0.00043563492,0.000018294284,0.000006438546,0.9655579,0.00018930089],"about_ca_topic_score_codex":0.000035385976,"about_ca_topic_score_gemma":0.000006688906,"teacher_disagreement_score":0.107440434,"about_ca_system_score_codex":0.00046608836,"about_ca_system_score_gemma":0.00007111856,"threshold_uncertainty_score":0.99708},"labels":[],"label_agreement":null},{"id":"W6912720032","doi":"10.5281/zenodo.4889858","title":"Powerful Love Spells in Dominican Republic, Dr Mukisa call +27780625732","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"China; Globe; New guinea; Southeast asia; Southeastern Nigeria","score_opus":0.03510526085717373,"score_gpt":0.29196939705523484,"score_spread":0.2568641361980611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912720032","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":[0.16977279,0.00037269352,0.0001331935,0.010935558,0.00027884913,0.000532933,0.00013930674,0.00023297018,0.8176017],"genre_scores_gemma":[0.919619,0.00066088256,0.00047296708,0.0051322845,0.0004658725,9.3668975e-9,0.002203423,0.0016801993,0.06976533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975876,0.0003396909,0.0004582876,0.00050844584,0.0004551249,0.0006508168],"domain_scores_gemma":[0.99812347,0.00005698813,0.00009251249,0.0006267227,0.0005637464,0.0005365593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010232675,0.00015119823,0.00030771914,0.00025482313,0.00019403294,0.00023519558,0.00031841066,0.0001106978,0.049770296],"category_scores_gemma":[0.0020195004,0.00015807868,0.000089332054,0.0009601605,0.00012090091,0.00014764252,0.00056253385,0.000449643,0.06080002],"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":[0.0003961211,0.0005222866,0.00019495972,0.00019654514,0.00003821438,0.00090304774,0.00091962854,0.0000067276223,0.0027113587,0.0017226567,0.95106727,0.041321173],"study_design_scores_gemma":[0.001245871,0.00019262625,0.0123745315,0.0000876544,0.0000116176,0.0005217589,0.00042619096,0.00008307875,0.0006064036,0.00007473231,0.98423094,0.00014462028],"about_ca_topic_score_codex":0.000042628733,"about_ca_topic_score_gemma":0.0000032001667,"teacher_disagreement_score":0.7498462,"about_ca_system_score_codex":0.00028670498,"about_ca_system_score_gemma":0.000041052557,"threshold_uncertainty_score":0.9510983},"labels":[],"label_agreement":null},{"id":"W6920381565","doi":"10.60692/4d6wd-5cb92","title":"Pediatric neuropathology practice in a low- and middle-income country: capacity building through institutional twinning","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Neuropathology; Multidisciplinary approach; Medical diagnosis; Multidisciplinary team; Institutional review board; Disease; MEDLINE","score_opus":0.036667560940719775,"score_gpt":0.2670436468787349,"score_spread":0.23037608593801512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920381565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99148226,0.00014731252,0.003162094,0.00018040139,0.000980831,0.00032186735,0.000051280404,0.0001733739,0.0035006078],"genre_scores_gemma":[0.9979022,0.0000056145054,0.0007619444,0.0010628907,0.00021054914,0.0000272903,0.0000134920265,0.000006802959,0.000009194906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857414,0.00008220866,0.000607892,0.0001622843,0.00026797692,0.0003054869],"domain_scores_gemma":[0.99945796,0.00005757825,0.00012144676,0.00013568885,0.000109687426,0.00011762177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000768406,0.000135274,0.00024624274,0.00033125238,0.00010007687,0.0000966386,0.00003726108,0.000119653545,0.0000040272535],"category_scores_gemma":[0.00026540062,0.00011339256,0.000032655367,0.00051088474,0.000037181067,0.0011615012,0.000034401593,0.00025543128,0.00013650717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036883593,0.000009665849,0.8962307,0.022575164,0.000031155414,0.0010263802,0.068758585,0.00022413387,0.0000012862864,0.010461168,0.000059090395,0.0002538483],"study_design_scores_gemma":[0.0041598864,0.00027184476,0.9161272,0.009126835,0.00026314825,0.019176837,0.012377716,0.025885373,0.000034055447,0.000021623178,0.0118848635,0.0006706186],"about_ca_topic_score_codex":0.00004740541,"about_ca_topic_score_gemma":2.3563312e-7,"teacher_disagreement_score":0.056380868,"about_ca_system_score_codex":0.00019391152,"about_ca_system_score_gemma":0.00019486171,"threshold_uncertainty_score":0.46240142},"labels":[],"label_agreement":null},{"id":"W6920427027","doi":"10.60692/v03kj-1ct51","title":"Building Surgical Research Capacity Globally: Efficacy of a Clinical Research Course for Surgeons in Low-Resource Settings","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"General partnership; Clinical research; Health care; Capacity building; Outcomes research; MEDLINE; Developing country; Health services research","score_opus":0.25567863771050653,"score_gpt":0.46348376452568024,"score_spread":0.2078051268151737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920427027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966235,0.000007867566,0.00016655413,0.0010385443,0.00032506135,0.0016118829,0.00015274255,0.00005481207,0.006980169],"genre_scores_gemma":[0.9991437,7.458216e-7,0.0003364048,0.00007910202,0.00022060302,0.0000903405,0.000019885547,0.000012826446,0.00009635972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945041,0.0006824828,0.0019458141,0.0003041309,0.0014697036,0.0010937499],"domain_scores_gemma":[0.99557316,0.0007889756,0.000554057,0.0010157934,0.0015238279,0.00054419914],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030780733,0.00016550503,0.00082489976,0.000515426,0.0006076325,0.00016566165,0.0004169144,0.0003718656,0.000009409536],"category_scores_gemma":[0.004325611,0.00013624059,0.00025167977,0.00038786797,0.0004079398,0.00035119941,0.00020828917,0.0007526398,0.00010945115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030181122,0.000056094654,0.9799803,0.0028050395,0.000043433654,0.00005359977,0.004994005,0.000013482121,7.6121347e-7,0.0021252325,0.003426257,0.0034837192],"study_design_scores_gemma":[0.009059172,0.000324248,0.9593471,0.0037901627,0.000024614243,0.0001185167,0.005662408,0.0036054917,0.00011669031,0.000010920141,0.017739918,0.00020073909],"about_ca_topic_score_codex":0.00025982456,"about_ca_topic_score_gemma":0.000004019474,"teacher_disagreement_score":0.026455123,"about_ca_system_score_codex":0.00024824915,"about_ca_system_score_gemma":0.00062190084,"threshold_uncertainty_score":0.9980152},"labels":[],"label_agreement":null},{"id":"W6920429034","doi":"10.60692/1f33t-s4a12","title":"A pandemic recap: lessons we have learned","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Multidisciplinary approach; Pandemic; Health care; Public health; White paper; Coronavirus disease 2019 (COVID-19); Global health; Healthcare system","score_opus":0.09741929253145455,"score_gpt":0.2984861466785399,"score_spread":0.20106685414708536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920429034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532517,0.00008508122,0.0025113001,0.0031119422,0.00082557206,0.00042090187,0.00008654635,0.00041883872,0.03928807],"genre_scores_gemma":[0.99657553,0.000004805644,0.00012724244,0.0013590596,0.00010016404,0.00002931574,0.000061736064,0.000007702229,0.0017344119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861926,0.000058932543,0.0005635918,0.00012845903,0.0002914676,0.0003382655],"domain_scores_gemma":[0.998972,0.000009989628,0.00015772156,0.00033298717,0.00027530247,0.0002519791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035959025,0.00012634923,0.00030872965,0.00013698338,0.000098865086,0.0000530774,0.000043065258,0.00014436217,0.00007774029],"category_scores_gemma":[0.00007297748,0.00010324186,0.00010310115,0.00020504104,0.000015992706,0.00022381652,0.000030029814,0.00014940425,0.0015809746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037566942,0.0000074432746,0.92827827,0.0032978326,0.00008759225,0.00014413643,0.048339244,0.000016214975,0.00001113465,0.00052834325,0.004058478,0.014855645],"study_design_scores_gemma":[0.013292648,0.00032039607,0.5650256,0.0059358785,0.00035168725,0.00793621,0.20934148,0.005366594,0.0031052923,0.00002907303,0.18807359,0.0012215388],"about_ca_topic_score_codex":0.000010253605,"about_ca_topic_score_gemma":5.5976517e-7,"teacher_disagreement_score":0.36325264,"about_ca_system_score_codex":0.00015748329,"about_ca_system_score_gemma":0.00025327114,"threshold_uncertainty_score":0.9991964},"labels":[],"label_agreement":null},{"id":"W6920487630","doi":"10.60692/heqsx-m6b73","title":"Qualitative study to develop processes and tools for the assessment and tracking of African institutions' capacity for operational health research","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Identification (biology); Process (computing); Capacity building; Strengths and weaknesses; Resource (disambiguation); Tracking (education); Benchmark (surveying); Psychological intervention; Qualitative research","score_opus":0.5268737871664249,"score_gpt":0.5045106156586512,"score_spread":0.02236317150777367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920487630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938483,0.0000086428345,0.054445688,0.0022049095,0.00008973041,0.0042307647,0.00029012267,0.000012795676,0.00023433579],"genre_scores_gemma":[0.995674,4.5443812e-7,0.0034009898,0.00020722629,0.000035444984,0.0006529503,0.000015102286,0.0000028311827,0.000011015982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988364,0.000096564865,0.00047553814,0.00009972294,0.0002886283,0.00020312825],"domain_scores_gemma":[0.9974119,0.0002600256,0.00020936385,0.0001740156,0.0018140634,0.00013063414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004490552,0.00007117284,0.00022645571,0.00011578171,0.0011245263,0.00026676647,0.000065727545,0.000024895575,4.6209058e-7],"category_scores_gemma":[0.001528437,0.000045166904,0.000013140216,0.00012555122,0.0000773808,0.00063061086,0.00003528016,0.000061390325,0.0000010627402],"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":[0.00044652086,0.000022914432,0.07239029,0.0054128687,0.00006891709,2.2296233e-7,0.90985054,0.000009063937,6.009769e-7,0.005339044,0.0002725741,0.0061864657],"study_design_scores_gemma":[0.0015379731,0.00060386676,0.39052653,0.0003698627,0.00001610548,0.000009761907,0.6054173,0.00028622156,0.000028141665,0.0000055229852,0.0011325738,0.00006610649],"about_ca_topic_score_codex":0.000080612466,"about_ca_topic_score_gemma":0.000015196229,"teacher_disagreement_score":0.31813625,"about_ca_system_score_codex":0.00013094362,"about_ca_system_score_gemma":0.0010967066,"threshold_uncertainty_score":0.864906},"labels":[],"label_agreement":null},{"id":"W6920499396","doi":"10.60692/fqst5-cas42","title":"Recognising the importance and impact of Imaging Scientists: Global guidelines for establishing career paths within core facilities","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Blueprint; Core (optical fiber); Value (mathematics); Core competency; Career Pathways; Career development","score_opus":0.11035739039801219,"score_gpt":0.33490762273219854,"score_spread":0.22455023233418636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920499396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911467,0.00037956182,0.0045650178,0.00022001793,0.0008662498,0.0005594152,0.0012859099,0.00011221169,0.00086492527],"genre_scores_gemma":[0.9990001,7.0569297e-7,0.00050873467,0.00025509315,0.00008986535,0.000023595027,0.00005364229,0.0000052749056,0.00006302286],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99852806,0.000017110919,0.00079258595,0.00012667922,0.0002782146,0.0002573403],"domain_scores_gemma":[0.99880004,0.00002937781,0.0001917139,0.00018820845,0.0006789756,0.00011168983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013190348,0.00012936308,0.00024406546,0.00010577786,0.00013668396,0.00026309854,0.000058433874,0.000046241392,0.000004195082],"category_scores_gemma":[0.00030263717,0.00007461437,0.000112863956,0.00025566138,0.00005861959,0.00067283685,0.000028976276,0.00006381868,0.0000072583903],"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":[0.000119858225,6.6294706e-7,0.9586112,0.004451944,0.00004641609,0.0000074592153,0.028336331,0.000040474046,0.0000019063682,0.00030766265,0.0033334899,0.004742614],"study_design_scores_gemma":[0.0035007047,0.0003888034,0.34498525,0.016174395,0.00043898082,0.0034220258,0.3452685,0.27714184,0.0002022914,0.00017010015,0.007407675,0.0008994431],"about_ca_topic_score_codex":0.00013461037,"about_ca_topic_score_gemma":0.0000021367894,"teacher_disagreement_score":0.61362594,"about_ca_system_score_codex":0.00021847161,"about_ca_system_score_gemma":0.00027364833,"threshold_uncertainty_score":0.30426857},"labels":[],"label_agreement":null},{"id":"W6920577461","doi":"10.6084/m9.figshare.16986519.v1","title":"Additional file 2 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Anesthesiology; Qualitative research; Accreditation; MEDLINE; Competence (human resources)","score_opus":0.15773610608335042,"score_gpt":0.4263769591974173,"score_spread":0.2686408531140669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920577461","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":[0.0011200283,0.00023505797,0.0000012703852,0.0009237939,0.000034487726,0.00020829492,0.9937116,0.0000095410305,0.003755949],"genre_scores_gemma":[0.053743158,0.000003517788,0.0028063569,0.000295432,0.00008691382,0.00048449493,0.9422857,0.000009676068,0.0002847064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984951,0.000096210264,0.0005781852,0.00020049735,0.0004179188,0.00021209854],"domain_scores_gemma":[0.99416924,0.004129554,0.0002686684,0.000119378354,0.0012144923,0.00009868281],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014864861,0.00009934187,0.0004954382,0.00011202503,0.000028933364,0.0000029387954,0.0000854518,0.00011042262,0.9236693],"category_scores_gemma":[0.015929883,0.00009725997,0.00014047866,0.00017526506,0.000029054481,0.000045584646,0.000028652852,0.000120525394,0.000021522008],"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":[0.00036569152,0.00016813446,0.00028007416,0.00057562423,0.000027392774,0.000030671632,0.0020079778,0.0000029433354,0.0000024141225,0.00017860685,0.9949178,0.001442658],"study_design_scores_gemma":[0.0009342788,0.00036460554,0.07054655,0.007098033,0.000006265648,0.000039623697,0.0053116484,0.00020279313,0.00006461049,0.000642716,0.9146905,0.000098403354],"about_ca_topic_score_codex":0.000015747244,"about_ca_topic_score_gemma":0.00019689609,"teacher_disagreement_score":0.92364776,"about_ca_system_score_codex":0.00010296422,"about_ca_system_score_gemma":0.0026495983,"threshold_uncertainty_score":0.99235934},"labels":[],"label_agreement":null},{"id":"W6920662511","doi":"10.60692/zskp3-kk608","title":"\"Its spirit is strong\": Shawi spirits, healers and diarrhea in the Amazon","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Annals; Global health; Public health; Publishing; Publication; Stewardship (theology); Health care","score_opus":0.04069100892605742,"score_gpt":0.2533833972035858,"score_spread":0.2126923882775284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920662511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98641187,0.000040628398,0.00028330204,0.005412969,0.00022412145,0.00064222194,0.00010103047,0.00006646094,0.0068173716],"genre_scores_gemma":[0.99676585,0.0000026904686,0.000018077928,0.0029048643,0.00007929471,0.000042474963,0.000006970898,0.0000055716523,0.00017420706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985826,0.00006195034,0.00056478253,0.0001173155,0.00031093985,0.0003624384],"domain_scores_gemma":[0.99931604,0.000021220869,0.00013539074,0.00026787206,0.00008840842,0.00017107601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069931895,0.00013667598,0.00024809604,0.00017699217,0.000076813325,0.000048268,0.00007356628,0.000102043065,0.000039257506],"category_scores_gemma":[0.000029267601,0.00007006257,0.00004913681,0.00017117758,0.000029709117,0.00038016916,0.000021901134,0.000090851834,0.00072369684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002290833,0.0000042585116,0.9579409,0.001231566,0.000015998083,0.000016234253,0.030542217,5.4166185e-7,0.0000016869756,0.0006400962,0.0039709625,0.0054064896],"study_design_scores_gemma":[0.0037658473,0.00019493341,0.9622877,0.0014408353,0.00002760405,0.00028480423,0.010555356,0.00032145137,0.00017790058,0.0000013477439,0.02071526,0.00022696136],"about_ca_topic_score_codex":0.000025964262,"about_ca_topic_score_gemma":9.1697177e-7,"teacher_disagreement_score":0.019986862,"about_ca_system_score_codex":0.000105369,"about_ca_system_score_gemma":0.00006646232,"threshold_uncertainty_score":0.93019},"labels":[],"label_agreement":null},{"id":"W6920700025","doi":"10.6084/m9.figshare.27049118","title":"Additional file 3 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Data collection","score_opus":0.20931110378959406,"score_gpt":0.4303594515829941,"score_spread":0.22104834779340005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920700025","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":[0.075040966,0.0006521224,2.590253e-7,0.000540266,0.000081497994,0.0005099101,0.9227331,0.000070023074,0.00037180792],"genre_scores_gemma":[0.551802,0.0000043899945,0.00045965344,0.0015365996,0.0004982532,0.0038948248,0.44172278,0.000024088533,0.000057458154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857867,0.0002174855,0.00030587963,0.00035524153,0.00023900795,0.00030371256],"domain_scores_gemma":[0.9943665,0.00499193,0.000058572783,0.00022841727,0.000060577873,0.00029394758],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001520819,0.00015965724,0.00028354596,0.00018902459,0.00017051205,0.000047659058,0.00014581034,0.00006921773,0.6602165],"category_scores_gemma":[0.010979249,0.000120891265,0.00006446246,0.00037823198,0.0000180648,0.000106422085,0.00013862256,0.00025547578,0.00007868818],"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":[0.000025258038,0.000041634165,0.00039522751,0.00023448817,0.000026058351,0.000049255654,0.08510005,0.0000011197642,0.000002924926,0.000011026628,0.90150213,0.012610824],"study_design_scores_gemma":[0.00019878833,0.0001835219,0.028737986,0.0024438794,0.000013043952,0.000009473697,0.18382181,0.00001733956,0.0000042653337,0.000044173412,0.7844112,0.00011454976],"about_ca_topic_score_codex":0.0015027627,"about_ca_topic_score_gemma":0.0031507523,"teacher_disagreement_score":0.66013783,"about_ca_system_score_codex":0.00020936123,"about_ca_system_score_gemma":0.0007396077,"threshold_uncertainty_score":0.9973517},"labels":[],"label_agreement":null},{"id":"W6920724015","doi":"10.6084/m9.figshare.12109380","title":"Additional file 1 of Using a rapid environmental scan methodology to map country-level global health research expertise in Canada","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University; York University","funders":"","keywords":"Workflow; Diagram; Key (lock); Confidentiality; Health data; Global health","score_opus":0.40826692424151656,"score_gpt":0.4621926777679232,"score_spread":0.05392575352640666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920724015","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":[0.15878028,0.00035756922,0.000033096352,0.008683795,0.00012463111,0.0011993527,0.82786477,9.0504614e-7,0.0029556076],"genre_scores_gemma":[0.6424001,0.00003515596,0.25281283,0.034408286,0.00049876986,0.0003492179,0.06858553,0.0000458194,0.0008642959],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980856,0.00035392476,0.0003524724,0.00027659707,0.00043440194,0.00049700623],"domain_scores_gemma":[0.99847776,0.0006080531,0.00006334248,0.00013119479,0.000026785232,0.00069287006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005616413,0.00008258674,0.00036164068,0.000040667106,0.0000616441,0.000006999543,0.00014241341,0.000044263572,0.59420216],"category_scores_gemma":[0.0007636701,0.00008306138,0.000020868747,0.00028148544,0.00005364653,0.000038945087,0.00015111837,0.0001579388,0.00011088552],"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":[0.00044676932,0.000044793498,0.0011412404,0.000025450352,0.0000073164983,0.000090720976,0.00019072447,0.000007308903,0.00008364246,0.0000012426068,0.91159385,0.08636694],"study_design_scores_gemma":[0.00068439613,0.0002864756,0.03802711,0.00028508005,0.0000028251122,0.00005405969,0.0022721277,0.0006998264,0.000107285334,0.000005985221,0.9574783,0.00009656989],"about_ca_topic_score_codex":0.62074935,"about_ca_topic_score_gemma":0.55184466,"teacher_disagreement_score":0.75927925,"about_ca_system_score_codex":0.0020689254,"about_ca_system_score_gemma":0.009450206,"threshold_uncertainty_score":0.9961653},"labels":[],"label_agreement":null},{"id":"W6920749244","doi":"10.6084/m9.figshare.12109380.v1","title":"Additional file 1 of Using a rapid environmental scan methodology to map country-level global health research expertise in Canada","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; McMaster University; York University","funders":"","keywords":"Workflow; Diagram; Key (lock); Confidentiality; Health data; Global health","score_opus":0.4210427532003959,"score_gpt":0.4231570964586225,"score_spread":0.0021143432582265698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920749244","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":[0.00096249057,0.00039130764,9.1465085e-7,0.0017240599,0.000028103712,0.0003255137,0.9962801,0.0000061302308,0.0002813776],"genre_scores_gemma":[0.03596283,0.000002527144,0.0031417443,0.014501843,0.00016509512,0.00024595586,0.9459283,0.000012248486,0.00003947982],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981354,0.0002551494,0.0003090691,0.00024453783,0.0005086777,0.00054719334],"domain_scores_gemma":[0.99814874,0.0008925253,0.00006411855,0.0001230156,0.00004530725,0.00072631956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012818762,0.00009248344,0.00031528037,0.000048474067,0.00005557889,0.0000030497006,0.000086043074,0.00005615714,0.9637489],"category_scores_gemma":[0.003923198,0.0000957309,0.000031760967,0.00032200356,0.000011863034,0.000025839141,0.00008619153,0.00019491855,0.0003007596],"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":[0.00014409644,0.000023976343,0.00018986428,0.0002204795,0.0000051324173,0.00009114213,0.00006694957,0.00000770253,0.000011696924,6.4941577e-7,0.9915605,0.0076777865],"study_design_scores_gemma":[0.00032627588,0.00016309746,0.047638424,0.0017424383,0.0000010201488,0.000038417256,0.0004991687,0.0007536475,0.000023867931,0.0000032887044,0.9487256,0.00008475944],"about_ca_topic_score_codex":0.22751994,"about_ca_topic_score_gemma":0.2256504,"teacher_disagreement_score":0.9634481,"about_ca_system_score_codex":0.0022771899,"about_ca_system_score_gemma":0.0075879283,"threshold_uncertainty_score":0.9980381},"labels":[],"label_agreement":null},{"id":"W6920752355","doi":"10.6084/m9.figshare.19204298.v1","title":"Additional file 2 of Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"","keywords":"Host (biology); MEDLINE; Government (linguistics); Public health; Variety (cybernetics)","score_opus":0.08701780212984686,"score_gpt":0.36967351863473913,"score_spread":0.2826557165048923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920752355","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":[0.000104321916,0.001089754,2.3258454e-7,0.0021214837,0.000051809464,0.0002394846,0.9954595,0.00003309358,0.00090033],"genre_scores_gemma":[0.0009509661,0.000007684963,0.00047770026,0.0024816105,0.00047867693,0.0017525478,0.99295074,0.000011366512,0.00088871474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879164,0.000021443424,0.00027391608,0.0001792326,0.0005438951,0.00018984795],"domain_scores_gemma":[0.9966955,0.0023249802,0.0000664901,0.00013503016,0.0005425536,0.00023543363],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004747692,0.0000826725,0.00021564239,0.000046737674,0.00015093402,0.0000042431466,0.00009160275,0.00006058079,0.9990426],"category_scores_gemma":[0.021645581,0.00007230245,0.00011670177,0.000084070234,0.000013854994,0.000028633729,0.00007675187,0.00012854686,0.00018479173],"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":[0.000103391365,0.00006434918,0.000023688197,0.000109522065,0.000018350866,0.000030263656,0.000067337496,1.968342e-7,0.0000016167548,0.000006603956,0.99895936,0.0006153364],"study_design_scores_gemma":[0.0002184762,0.00009957184,0.005439297,0.0018619783,0.000007304555,0.000025064037,0.0007692109,0.00013384309,0.000008414176,0.00002474392,0.9913458,0.00006629122],"about_ca_topic_score_codex":0.000010521237,"about_ca_topic_score_gemma":0.0000057232305,"teacher_disagreement_score":0.9988578,"about_ca_system_score_codex":0.0000628449,"about_ca_system_score_gemma":0.0009825451,"threshold_uncertainty_score":0.9865955},"labels":[],"label_agreement":null},{"id":"W6920821552","doi":"10.60692/2ys8a-g9b71","title":"Qualitative study to develop processes and tools for the assessment and tracking of African institutions' capacity for operational health research","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Identification (biology); Process (computing); Capacity building; Strengths and weaknesses; Resource (disambiguation); Tracking (education); Benchmark (surveying); Psychological intervention; Qualitative research","score_opus":0.5268737871664249,"score_gpt":0.5045106156586512,"score_spread":0.02236317150777367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920821552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938483,0.0000086428345,0.054445688,0.0022049095,0.00008973041,0.0042307647,0.00029012267,0.000012795676,0.00023433579],"genre_scores_gemma":[0.995674,4.5443812e-7,0.0034009898,0.00020722629,0.000035444984,0.0006529503,0.000015102286,0.0000028311827,0.000011015982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988364,0.000096564865,0.00047553814,0.00009972294,0.0002886283,0.00020312825],"domain_scores_gemma":[0.9974119,0.0002600256,0.00020936385,0.0001740156,0.0018140634,0.00013063414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004490552,0.00007117284,0.00022645571,0.00011578171,0.0011245263,0.00026676647,0.000065727545,0.000024895575,4.6209058e-7],"category_scores_gemma":[0.001528437,0.000045166904,0.000013140216,0.00012555122,0.0000773808,0.00063061086,0.00003528016,0.000061390325,0.0000010627402],"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":[0.00044652086,0.000022914432,0.07239029,0.0054128687,0.00006891709,2.2296233e-7,0.90985054,0.000009063937,6.009769e-7,0.005339044,0.0002725741,0.0061864657],"study_design_scores_gemma":[0.0015379731,0.00060386676,0.39052653,0.0003698627,0.00001610548,0.000009761907,0.6054173,0.00028622156,0.000028141665,0.0000055229852,0.0011325738,0.00006610649],"about_ca_topic_score_codex":0.000080612466,"about_ca_topic_score_gemma":0.000015196229,"teacher_disagreement_score":0.31813625,"about_ca_system_score_codex":0.00013094362,"about_ca_system_score_gemma":0.0010967066,"threshold_uncertainty_score":0.864906},"labels":[],"label_agreement":null},{"id":"W6920850462","doi":"10.6084/m9.figshare.16986528.v1","title":"Additional file 4 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Competence (human resources); Anesthesiology; Qualitative research; Accreditation; MEDLINE","score_opus":0.16106218501025737,"score_gpt":0.4270148958405752,"score_spread":0.26595271083031785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920850462","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":[0.0011306977,0.00023354405,0.0000013132801,0.00092278677,0.000034320885,0.00020889104,0.9937712,0.000009546792,0.003687731],"genre_scores_gemma":[0.05643328,0.0000034780626,0.002837677,0.00029551625,0.000085795946,0.00048472194,0.9395704,0.000009686539,0.00027941694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984946,0.0000961386,0.0005783893,0.00020057759,0.0004180783,0.00021218232],"domain_scores_gemma":[0.9941502,0.0041581206,0.00026836243,0.00011947602,0.0012051128,0.00009868391],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014949463,0.00009936571,0.0004954849,0.000112111054,0.00002894303,0.0000029400562,0.00008550719,0.00011042196,0.9220622],"category_scores_gemma":[0.01589386,0.00009728477,0.00014050702,0.00017531184,0.000029062043,0.000045595247,0.000028647177,0.000120524535,0.000021539696],"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":[0.00037396888,0.00016836126,0.00029031278,0.0005762549,0.000027398146,0.000030363655,0.0020104377,0.0000028931936,0.0000024692276,0.00018095846,0.99491143,0.0014251233],"study_design_scores_gemma":[0.0009505566,0.00037548746,0.07256364,0.007289413,0.0000063689486,0.000040146442,0.0054330057,0.00020809656,0.00006598417,0.0006553066,0.9123119,0.00010005833],"about_ca_topic_score_codex":0.000015630287,"about_ca_topic_score_gemma":0.00019787066,"teacher_disagreement_score":0.9220407,"about_ca_system_score_codex":0.00010294523,"about_ca_system_score_gemma":0.0026527434,"threshold_uncertainty_score":0.9923957},"labels":[],"label_agreement":null},{"id":"W6920857375","doi":"10.6084/m9.figshare.27049112.v1","title":"Additional file 1 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Data collection","score_opus":0.21241095427726836,"score_gpt":0.43091390981345,"score_spread":0.21850295553618165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920857375","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":[0.07450148,0.00064843975,2.5743918e-7,0.0005424224,0.00008069487,0.00050960405,0.9232776,0.0000700671,0.00036944513],"genre_scores_gemma":[0.54746056,0.0000043232294,0.0004643072,0.0015355439,0.0004920059,0.0039610737,0.44600183,0.000024055425,0.00005629949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985785,0.00021768983,0.00030574654,0.00035539243,0.00023896025,0.00030373508],"domain_scores_gemma":[0.9943233,0.0050353054,0.00005856485,0.00022875624,0.000060062048,0.00029397735],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015214916,0.00015967918,0.0002835177,0.00018908617,0.00017052636,0.00004756371,0.00014589989,0.000069223475,0.66564983],"category_scores_gemma":[0.010982095,0.00012092134,0.000064466476,0.00037836895,0.000018063547,0.00010634223,0.00013872041,0.0002555267,0.000077857505],"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":[0.000024985453,0.00004144549,0.00039273265,0.00022949687,0.000025949194,0.000048439593,0.08466625,0.0000011138254,0.0000029032255,0.000011038924,0.90218353,0.012372091],"study_design_scores_gemma":[0.00019678165,0.00018437619,0.02899835,0.0024569773,0.000013202622,0.000009592195,0.18512808,0.000017369455,0.0000041905937,0.000044192377,0.78283197,0.00011491356],"about_ca_topic_score_codex":0.0014863255,"about_ca_topic_score_gemma":0.0031300627,"teacher_disagreement_score":0.665572,"about_ca_system_score_codex":0.00020855396,"about_ca_system_score_gemma":0.0007392091,"threshold_uncertainty_score":0.99734885},"labels":[],"label_agreement":null},{"id":"W6920888492","doi":"10.6084/m9.figshare.26570713","title":"Additional file 2 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Protocol (science); Rehabilitation; Health care; MEDLINE; Health professionals; Professional development","score_opus":0.030552256607998103,"score_gpt":0.3496538738951015,"score_spread":0.3191016172871034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920888492","genre_codex":"dataset","genre_gemma":"protocol","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":[0.010534783,0.004936403,5.8522975e-8,0.0013999398,0.000036107464,0.045692705,0.9372933,0.000032312564,0.00007438764],"genre_scores_gemma":[0.025275005,0.00015226525,0.0068202363,0.0025063136,0.00014098501,0.5398646,0.42500114,0.00005039726,0.00018906804],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99895,0.000058992788,0.0004291987,0.00020905373,0.00017037183,0.00018235644],"domain_scores_gemma":[0.9980689,0.0016073522,0.00007233433,0.00004892081,0.000096295975,0.000106190804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021450326,0.00008955411,0.00027134293,0.00012766809,0.00003280603,0.000010701467,0.000015277545,0.000067049354,0.1783577],"category_scores_gemma":[0.0030122343,0.00007971528,0.000013891488,0.00017639669,0.000016217144,0.00010038872,0.0000383343,0.00016969291,0.00000950734],"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":[0.00006709703,0.000026497353,0.0030047207,0.6390786,0.000003553533,0.000036771846,0.00049871934,8.066828e-8,8.059899e-7,0.000023969002,0.3528394,0.0044197557],"study_design_scores_gemma":[0.00025755403,0.00004357461,0.06661656,0.86349744,0.0000010795163,0.00002376459,0.000024533527,0.00005056666,0.0000037665402,0.000018959912,0.069397844,0.0000643926],"about_ca_topic_score_codex":0.000008311188,"about_ca_topic_score_gemma":0.00006374337,"teacher_disagreement_score":0.51229215,"about_ca_system_score_codex":0.000083759274,"about_ca_system_score_gemma":0.00046188306,"threshold_uncertainty_score":0.8223934},"labels":[],"label_agreement":null},{"id":"W6920955480","doi":"10.6084/m9.figshare.26570716.v1","title":"Additional file 3 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Protocol (science); Rehabilitation; Health care; Health professionals; Data collection; Patient care","score_opus":0.031056309546747415,"score_gpt":0.3497868453029231,"score_spread":0.31873053575617566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920955480","genre_codex":"dataset","genre_gemma":"protocol","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":[0.010637332,0.004869416,5.984259e-8,0.0013954239,0.000036105732,0.045601457,0.9373551,0.000032163633,0.0000729663],"genre_scores_gemma":[0.026123997,0.00015167963,0.006936738,0.0025224346,0.00014158248,0.5439556,0.41992372,0.000050825445,0.00019338817],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989499,0.0000589575,0.00042919908,0.00020911498,0.00017044524,0.00018240661],"domain_scores_gemma":[0.99805987,0.0016154236,0.00007225246,0.00004894158,0.00009731449,0.00010620105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021552306,0.00008956902,0.00027130655,0.00012770647,0.000032801065,0.000010700481,0.000015276415,0.00006704355,0.17751162],"category_scores_gemma":[0.0030461361,0.00007972054,0.000013893184,0.00017646396,0.000016218455,0.00010039737,0.00003831296,0.00016969677,0.00000970442],"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":[0.00006808049,0.000026591058,0.0031129967,0.64503884,0.0000035637688,0.000036390844,0.00050018216,8.062364e-8,8.383644e-7,0.000023522549,0.34680626,0.0043826867],"study_design_scores_gemma":[0.00025882456,0.000043433505,0.06710353,0.8642169,0.0000010720568,0.000023462537,0.000024617426,0.0000508767,0.000003860488,0.000018837787,0.068190135,0.00006441465],"about_ca_topic_score_codex":0.000008321891,"about_ca_topic_score_gemma":0.000063799554,"teacher_disagreement_score":0.5174314,"about_ca_system_score_codex":0.000084053485,"about_ca_system_score_gemma":0.00046407877,"threshold_uncertainty_score":0.8232402},"labels":[],"label_agreement":null},{"id":"W6920997514","doi":"10.6084/m9.figshare.17119979","title":"Additional file 1 of Global health diplomacy in Mexico: insights from key actors in the field","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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":"Field (mathematics); Diplomacy; Key (lock); Global health","score_opus":0.030031862537645598,"score_gpt":0.3639539401437143,"score_spread":0.3339220776060687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920997514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6017836,0.0005992773,0.000001898691,0.00987994,0.00015566227,0.00066600234,0.22552982,0.0000017306606,0.1613821],"genre_scores_gemma":[0.9375455,0.000031638836,0.0024727264,0.012792491,0.00011862816,0.000081533006,0.04653762,0.0000063308053,0.0004135765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901265,0.00012038379,0.00030055724,0.00017517734,0.00019859597,0.00019261969],"domain_scores_gemma":[0.9981369,0.001454822,0.00007135438,0.00019364995,0.000034627934,0.00010864018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009948131,0.0000692747,0.00025457237,0.000021710406,0.000026176398,0.00001491477,0.00012617107,0.000060707804,0.4902802],"category_scores_gemma":[0.0008653919,0.000050726652,0.000039397408,0.00033264272,0.000018369665,0.0000636253,0.00006080291,0.00014410452,0.0001329879],"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":[0.00010563797,0.00023327793,0.007460418,0.000010487637,0.0000067379788,0.00016757815,0.00033761802,4.0541192e-7,0.0000024835786,0.00006945583,0.9733678,0.018238083],"study_design_scores_gemma":[0.0004923002,0.00007657822,0.3147129,0.00042836025,0.000002473009,0.00001054089,0.0006121434,0.000013168591,0.0000512244,0.0006646314,0.6828905,0.000045186534],"about_ca_topic_score_codex":0.0011717275,"about_ca_topic_score_gemma":0.0052094297,"teacher_disagreement_score":0.49014723,"about_ca_system_score_codex":0.00009242867,"about_ca_system_score_gemma":0.0012814885,"threshold_uncertainty_score":0.5101857},"labels":[],"label_agreement":null},{"id":"W6921003655","doi":"10.6084/m9.figshare.16986525.v1","title":"Additional file 3 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Anesthesiology; MEDLINE; Accreditation; Qualitative research; Documentation; Key (lock)","score_opus":0.15966556085346148,"score_gpt":0.4263744032708201,"score_spread":0.2667088424173586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921003655","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":[0.0011378723,0.00023383764,0.0000013159209,0.0009260291,0.000034855067,0.00021002827,0.9937348,0.000009613631,0.003711696],"genre_scores_gemma":[0.055206187,0.0000035134826,0.0028536785,0.00029655645,0.0000872282,0.00048836455,0.9407636,0.000009787355,0.0002910868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984859,0.000096701864,0.0005815731,0.00020186022,0.00042038938,0.000213539],"domain_scores_gemma":[0.99410975,0.004166578,0.00027008817,0.000120312456,0.0012339321,0.00009935673],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015024182,0.0001000682,0.00049827155,0.00011286968,0.000029124032,0.0000029647595,0.00008605948,0.00011114644,0.9232245],"category_scores_gemma":[0.016158959,0.00009798165,0.00014147296,0.0001766302,0.000029276645,0.00004591981,0.000028857421,0.00012130243,0.00002214024],"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":[0.00037170103,0.00016927293,0.00029041548,0.000582818,0.000027583807,0.000030424682,0.0020106786,0.0000029552075,0.0000025315485,0.00017532641,0.9949046,0.0014316945],"study_design_scores_gemma":[0.00094815495,0.00036661053,0.07124139,0.007207888,0.000006305931,0.00003958268,0.0053676283,0.00020598958,0.000067165674,0.0006437131,0.91380596,0.000099626406],"about_ca_topic_score_codex":0.00001585097,"about_ca_topic_score_gemma":0.000197878,"teacher_disagreement_score":0.92320234,"about_ca_system_score_codex":0.00010396354,"about_ca_system_score_gemma":0.0026738106,"threshold_uncertainty_score":0.9921284},"labels":[],"label_agreement":null},{"id":"W6921066614","doi":"10.6084/m9.figshare.27049112","title":"Additional file 1 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Data collection","score_opus":0.21241095427726836,"score_gpt":0.43091390981345,"score_spread":0.21850295553618165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921066614","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":[0.07450148,0.00064843975,2.5743918e-7,0.0005424224,0.00008069487,0.00050960405,0.9232776,0.0000700671,0.00036944513],"genre_scores_gemma":[0.54746056,0.0000043232294,0.0004643072,0.0015355439,0.0004920059,0.0039610737,0.44600183,0.000024055425,0.00005629949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985785,0.00021768983,0.00030574654,0.00035539243,0.00023896025,0.00030373508],"domain_scores_gemma":[0.9943233,0.0050353054,0.00005856485,0.00022875624,0.000060062048,0.00029397735],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015214916,0.00015967918,0.0002835177,0.00018908617,0.00017052636,0.00004756371,0.00014589989,0.000069223475,0.66564983],"category_scores_gemma":[0.010982095,0.00012092134,0.000064466476,0.00037836895,0.000018063547,0.00010634223,0.00013872041,0.0002555267,0.000077857505],"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":[0.000024985453,0.00004144549,0.00039273265,0.00022949687,0.000025949194,0.000048439593,0.08466625,0.0000011138254,0.0000029032255,0.000011038924,0.90218353,0.012372091],"study_design_scores_gemma":[0.00019678165,0.00018437619,0.02899835,0.0024569773,0.000013202622,0.000009592195,0.18512808,0.000017369455,0.0000041905937,0.000044192377,0.78283197,0.00011491356],"about_ca_topic_score_codex":0.0014863255,"about_ca_topic_score_gemma":0.0031300627,"teacher_disagreement_score":0.665572,"about_ca_system_score_codex":0.00020855396,"about_ca_system_score_gemma":0.0007392091,"threshold_uncertainty_score":0.99734885},"labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W6922851952","doi":"10.1371/journal.pgph.0001805.s005","title":"Operations included in studies.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Odds; Observational study; Odds ratio; Psychological intervention; Equity (law); First nation; MEDLINE","score_opus":0.18613747642491432,"score_gpt":0.42997249414775873,"score_spread":0.2438350177228444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922851952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.651649,0.008287729,1.8714258e-7,0.026678791,0.00094037683,0.0027399682,0.25391546,0.001458744,0.054329764],"genre_scores_gemma":[0.9034248,0.00005968693,0.000024607536,0.0039206324,0.00014815945,0.00029441988,0.08974533,0.000011249301,0.0023711072],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949956,0.000011483072,0.000120489356,0.00008777011,0.00008969548,0.0001909982],"domain_scores_gemma":[0.9996794,0.00007038381,0.000007120433,0.00009505631,0.00006454183,0.00008348427],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005696646,0.00004217234,0.00012264137,0.00008523773,0.00004019221,0.000003734168,0.000024129866,0.000033996526,0.02069779],"category_scores_gemma":[0.0020113501,0.000035866506,0.000022896595,0.000438665,0.0000018361604,0.000027719449,0.000043756136,0.00007605717,0.0076120812],"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":[0.00000667244,0.000014294739,0.0008733972,0.0001799433,0.0000045002807,0.00014175569,0.00015569894,0.000019920497,0.000009287047,0.00001046555,0.9974131,0.0011709657],"study_design_scores_gemma":[0.0010730533,0.00007729711,0.27500516,0.0034922548,0.00000579335,0.00002183019,0.0006740833,0.0015849806,0.00014312878,0.000069817004,0.7177081,0.00014447658],"about_ca_topic_score_codex":0.000011673837,"about_ca_topic_score_gemma":0.00009345144,"teacher_disagreement_score":0.279705,"about_ca_system_score_codex":0.000048998536,"about_ca_system_score_gemma":0.00011310241,"threshold_uncertainty_score":0.9931606},"labels":[],"label_agreement":null},{"id":"W6923420879","doi":"10.14288/1.0040849","title":"No. 48 - Creek Path Leading to Lake, Stanley Park, Vancouver, B.C.","year":2007,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Global Health and Surgery","field":"Medicine","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":"Path (computing); Field (mathematics); Window (computing)","score_opus":0.011059463818292902,"score_gpt":0.2156315885122043,"score_spread":0.2045721246939114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923420879","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":[0.040631466,0.0010077886,0.00046276918,0.000044921195,0.0025012821,0.0010127525,0.0017542826,0.0003368701,0.95224786],"genre_scores_gemma":[0.022666702,0.00072004454,0.0015958903,0.0010274091,0.0003590505,7.9588773e-7,0.00015470151,0.00020112017,0.9732743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977889,0.00004450303,0.00022879182,0.00061801507,0.0005745528,0.0007452129],"domain_scores_gemma":[0.99814546,0.00004989917,0.00022914316,0.00047386583,0.00027422977,0.0008274138],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033261275,0.000113862145,0.0008864025,0.0002259052,0.00014235241,0.00003981474,0.00024247367,0.000493209,0.0048250193],"category_scores_gemma":[0.000104540966,0.00042449558,0.00024956456,0.00049237977,0.00016762089,0.0000767133,0.00011345313,0.00035913356,0.0009183278],"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":[0.000073234994,0.00014428137,0.009423422,0.0006496984,0.00006640917,0.0018495338,0.000021433358,1.3703284e-7,0.0000033047481,3.1175276e-7,0.82794565,0.15982261],"study_design_scores_gemma":[0.0012418821,0.0002133311,0.19214666,0.0019189065,0.00009064837,0.000057043562,0.00028883773,0.0000042628594,2.319432e-8,0.000007511005,0.80372113,0.00030974142],"about_ca_topic_score_codex":0.23282973,"about_ca_topic_score_gemma":0.9344489,"teacher_disagreement_score":0.70161915,"about_ca_system_score_codex":0.0001976969,"about_ca_system_score_gemma":0.00036527688,"threshold_uncertainty_score":0.9998596},"labels":[],"label_agreement":null},{"id":"W6930388362","doi":"10.5281/zenodo.11993725","title":"intermediate accounting volume 1 12th canadian edition pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Download; Active listening; Reputation; Position (finance); CLARITY; Volume (thermodynamics); Presentation (obstetrics)","score_opus":0.019283361350581046,"score_gpt":0.25288278709728973,"score_spread":0.2335994257467087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930388362","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":[0.00012630738,0.0004476423,0.00006963575,0.0013902861,0.0010485313,0.00052636553,0.0006933552,0.0010053436,0.9946925],"genre_scores_gemma":[0.01706479,0.0003640636,0.000051152616,0.0014985022,0.0026845252,9.219682e-8,0.009399982,0.009520545,0.95941633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980782,0.0000917838,0.00027513353,0.00047569952,0.00039703798,0.00068209576],"domain_scores_gemma":[0.9984992,0.000007197298,0.0001072019,0.0004013475,0.00026903526,0.0007160101],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053795025,0.00021473804,0.00028249164,0.00089503516,0.0005043631,0.00039425102,0.00034697968,0.00024571942,0.26243702],"category_scores_gemma":[0.0005061264,0.00022343385,0.00008996234,0.0004892031,0.00011130481,0.000073217576,0.00030527325,0.0005895456,0.31026822],"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":[0.000021271077,0.000029504878,0.000006552935,0.000597865,0.00004903768,0.00015615771,0.00009097536,1.3895067e-7,0.000015823696,0.00018569978,0.97938836,0.019458614],"study_design_scores_gemma":[0.00023393596,0.000105374376,0.00032914305,0.0006477137,0.000047070473,0.00019435806,0.00007719472,0.000055114277,0.0000033597319,0.000045970522,0.99807936,0.00018143258],"about_ca_topic_score_codex":0.0049807057,"about_ca_topic_score_gemma":0.00022598475,"teacher_disagreement_score":0.047831222,"about_ca_system_score_codex":0.000491126,"about_ca_system_score_gemma":0.000046147255,"threshold_uncertainty_score":0.9111368},"labels":[],"label_agreement":null},{"id":"W6936723589","doi":"10.58079/pq01","title":"Toronto/McGill Madagascar Workshop, October 12-14, 2017","year":2017,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Global Health and Surgery","field":"Medicine","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":"Natural (archaeology); Government (linguistics); Work (physics); Population","score_opus":0.03721114445887759,"score_gpt":0.3140980727138901,"score_spread":0.27688692825501254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936723589","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":[0.043412313,0.0017848647,0.00034255444,0.11715134,0.0119791115,0.0024930858,0.0010868964,0.00046778878,0.821282],"genre_scores_gemma":[0.9038825,0.0013915796,0.001238257,0.06267469,0.0022828393,0.0003338295,0.001400609,0.000078182675,0.02671751],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963958,0.00010968929,0.00075504713,0.00079134747,0.0009402197,0.0010078414],"domain_scores_gemma":[0.9960039,0.00015525315,0.0005125563,0.001747851,0.00052431785,0.0010560929],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000858691,0.00045218528,0.0007473271,0.00009803404,0.0019304077,0.00028378904,0.0005497024,0.0004006247,0.008921047],"category_scores_gemma":[0.0007364136,0.00042785768,0.00032570944,0.00007977267,0.00024869636,0.010197204,0.0002419314,0.00041704942,0.003121232],"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":[0.0012737109,0.000789661,0.0035686977,0.00031270896,0.00018678178,0.0009159625,0.000051026567,0.000010186426,0.00033035607,0.053508267,0.90686154,0.032191075],"study_design_scores_gemma":[0.0029839538,0.00025741657,0.24645616,0.0005426963,0.00015083617,0.00035663985,0.00014911198,0.00006135753,0.0006690222,0.0009892969,0.7468243,0.00055916613],"about_ca_topic_score_codex":0.00077729713,"about_ca_topic_score_gemma":0.007227287,"teacher_disagreement_score":0.8604702,"about_ca_system_score_codex":0.0005084962,"about_ca_system_score_gemma":0.00027488908,"threshold_uncertainty_score":0.9998173},"labels":[],"label_agreement":null},{"id":"W6938938803","doi":"10.60692/em4q8-v2361","title":"Visiting Trainees in Global Settings: Host and Partner Perspectives on Desirable Competencies","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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 Western University; Markham Stouffville Hospital; University of Toronto","funders":"","keywords":"Global health; Perception; Fluency; Perspective (graphical); Health care; Cultural competence; Host (biology); Study abroad","score_opus":0.0371684570147702,"score_gpt":0.2715255523751502,"score_spread":0.23435709536038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6938938803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761866,0.000017909937,0.000097762706,0.00035195224,0.000098752535,0.0002834473,0.000044958702,0.00006943011,0.022849213],"genre_scores_gemma":[0.9992807,6.852184e-7,0.0001627597,0.00042398705,0.000062786756,0.000015137153,0.0000051902102,0.0000036845997,0.00004509316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898463,0.000029445113,0.00036845525,0.00012141507,0.000202397,0.0002936755],"domain_scores_gemma":[0.9992832,0.000010955308,0.00021664376,0.000246854,0.000103660845,0.00013867371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707774,0.00012430291,0.00026464174,0.00009633868,0.0002802693,0.00016512747,0.000060228613,0.000072248215,0.000005143207],"category_scores_gemma":[0.00013548785,0.00009673557,0.00003864705,0.000059825084,0.000051973588,0.00042830856,0.000027473941,0.00008392403,0.0000798364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015201102,0.0000036447664,0.95360094,0.0006011803,0.000012092871,0.000016423724,0.043844543,0.000003962735,7.5519563e-7,0.0012645241,0.000071551454,0.00042837524],"study_design_scores_gemma":[0.0011411057,0.00007035051,0.88051826,0.0007164805,0.000009248808,0.00009312451,0.116321474,0.0008416004,0.000017942302,0.0000015219334,0.00017244677,0.00009642876],"about_ca_topic_score_codex":0.000059647056,"about_ca_topic_score_gemma":0.0000011965769,"teacher_disagreement_score":0.07308266,"about_ca_system_score_codex":0.00016464216,"about_ca_system_score_gemma":0.00005138523,"threshold_uncertainty_score":0.39447623},"labels":[],"label_agreement":null},{"id":"W6938947813","doi":"10.60692/ve5pq-dm915","title":"Global health diplomacy in Mexico: insights from key actors in the field","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Diplomacy; Foreign policy; Negotiation; Global health; Health policy; International relations; Public health; International health; Population","score_opus":0.027340929819681316,"score_gpt":0.28825726151688214,"score_spread":0.2609163316972008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6938947813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98438543,0.000079104364,0.00046203047,0.0022572703,0.00037037893,0.00038918722,0.0000645843,0.000053164033,0.011938876],"genre_scores_gemma":[0.98648274,0.0000017055447,0.000050585244,0.013274002,0.00006548571,0.000026487727,0.00008442671,0.000003179518,0.000011390296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829906,0.00017387868,0.0007539185,0.00012435757,0.000339134,0.00030966377],"domain_scores_gemma":[0.9992546,0.000044246277,0.00015456128,0.0003254393,0.00007309541,0.0001480951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030743613,0.00012530418,0.00032651646,0.00011810629,0.00005643599,0.000056675006,0.00008530114,0.00010925733,0.00001869137],"category_scores_gemma":[0.00009935584,0.00008356576,0.000061663,0.0005581578,0.000009128413,0.0002625703,0.000028442651,0.00014658453,0.00016641525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011316006,0.0000075926373,0.9536989,0.00029301344,0.0000091650645,0.00006559709,0.043222275,0.000010107335,6.76764e-8,0.00065016124,0.0012701186,0.0006598913],"study_design_scores_gemma":[0.0014163207,0.00004999198,0.9706343,0.0005282884,0.0000057992706,0.000054402353,0.023641681,0.00032511336,0.000024449548,0.000023363627,0.003208031,0.00008826019],"about_ca_topic_score_codex":0.00043280458,"about_ca_topic_score_gemma":0.00005218965,"teacher_disagreement_score":0.019580593,"about_ca_system_score_codex":0.00033677733,"about_ca_system_score_gemma":0.00034606765,"threshold_uncertainty_score":0.3407713},"labels":[],"label_agreement":null},{"id":"W6939082917","doi":"10.60692/h3k2t-hvj33","title":"Visiting Trainees in Global Settings: Host and Partner Perspectives on Desirable Competencies","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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 Western University; Markham Stouffville Hospital; University of Toronto","funders":"","keywords":"Global health; Perception; Fluency; Perspective (graphical); Health care; Cultural competence; Host (biology); Study abroad","score_opus":0.0371684570147702,"score_gpt":0.2715255523751502,"score_spread":0.23435709536038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939082917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761866,0.000017909937,0.000097762706,0.00035195224,0.000098752535,0.0002834473,0.000044958702,0.00006943011,0.022849213],"genre_scores_gemma":[0.9992807,6.852184e-7,0.0001627597,0.00042398705,0.000062786756,0.000015137153,0.0000051902102,0.0000036845997,0.00004509316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898463,0.000029445113,0.00036845525,0.00012141507,0.000202397,0.0002936755],"domain_scores_gemma":[0.9992832,0.000010955308,0.00021664376,0.000246854,0.000103660845,0.00013867371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707774,0.00012430291,0.00026464174,0.00009633868,0.0002802693,0.00016512747,0.000060228613,0.000072248215,0.000005143207],"category_scores_gemma":[0.00013548785,0.00009673557,0.00003864705,0.000059825084,0.000051973588,0.00042830856,0.000027473941,0.00008392403,0.0000798364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015201102,0.0000036447664,0.95360094,0.0006011803,0.000012092871,0.000016423724,0.043844543,0.000003962735,7.5519563e-7,0.0012645241,0.000071551454,0.00042837524],"study_design_scores_gemma":[0.0011411057,0.00007035051,0.88051826,0.0007164805,0.000009248808,0.00009312451,0.116321474,0.0008416004,0.000017942302,0.0000015219334,0.00017244677,0.00009642876],"about_ca_topic_score_codex":0.000059647056,"about_ca_topic_score_gemma":0.0000011965769,"teacher_disagreement_score":0.07308266,"about_ca_system_score_codex":0.00016464216,"about_ca_system_score_gemma":0.00005138523,"threshold_uncertainty_score":0.39447623},"labels":[],"label_agreement":null},{"id":"W6939146965","doi":"10.6084/m9.figshare.26602483","title":"Additional file 1 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Systematic review; Continuing professional development; Professional development; Professional standards","score_opus":0.04848594732746516,"score_gpt":0.4129074930498071,"score_spread":0.364421545722342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939146965","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":[0.0033680971,0.029554183,0.0000015695394,0.00080042996,0.0001513913,0.008240086,0.95779073,0.000055359797,0.00003815875],"genre_scores_gemma":[0.037483755,0.000061108716,0.00071616226,0.0006623259,0.00007464848,0.017499382,0.9432887,0.00002202458,0.00019191152],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978516,0.00012584851,0.0008760003,0.00034601,0.00047086188,0.00032968074],"domain_scores_gemma":[0.99684113,0.0015414979,0.0002113127,0.00009363197,0.001148708,0.00016368857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008646798,0.00015484796,0.00040813896,0.00013774351,0.00013348799,0.00001776202,0.000035998015,0.00008836402,0.37194836],"category_scores_gemma":[0.0029414315,0.00013329777,0.00003696175,0.00022285031,0.000012182746,0.00014105321,0.00006125584,0.00012030366,0.000018770144],"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":[0.00007553229,0.000031673073,0.0001819471,0.4436188,0.000016759377,0.000008848679,0.00052998494,7.365725e-8,7.961871e-8,0.00001320364,0.5389705,0.016552627],"study_design_scores_gemma":[0.0005046735,0.000046834575,0.0130071845,0.86537087,0.000010794113,0.000019415773,0.0009841792,0.00013169525,0.000013277496,0.000008931719,0.11978,0.00012214015],"about_ca_topic_score_codex":0.00000395654,"about_ca_topic_score_gemma":0.000059186157,"teacher_disagreement_score":0.4217521,"about_ca_system_score_codex":0.0005777211,"about_ca_system_score_gemma":0.0070727924,"threshold_uncertainty_score":0.9985562},"labels":[],"label_agreement":null},{"id":"W6939189348","doi":"10.60692/mkpka-mbg04","title":"Academic careers in global pulmonary and critical care medicine: perspectives from experts in the field","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Global health; Professional development; Field (mathematics); Health care; Experiential learning; Health professionals; Career Pathways; MEDLINE; Coronavirus disease 2019 (COVID-19)","score_opus":0.03647512807816673,"score_gpt":0.29900893500457176,"score_spread":0.26253380692640504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939189348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689354,0.00061388843,0.000114957664,0.015617511,0.00016590807,0.00037425742,0.000055656415,0.000045597488,0.006118659],"genre_scores_gemma":[0.9914146,0.0000028258314,0.00001616078,0.008357077,0.00015906306,0.000028728837,0.00001793853,0.0000026526016,9.641018e-7],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988444,0.000081984996,0.0004349403,0.00013337097,0.00028046514,0.00022486241],"domain_scores_gemma":[0.9995253,0.00006924315,0.0000466569,0.00012326805,0.000065491266,0.0001700043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017823745,0.0001120138,0.0002486136,0.00006990341,0.000039492606,0.000016070157,0.00007532926,0.00014692146,0.000013429362],"category_scores_gemma":[0.00030980702,0.00007232109,0.000027704265,0.00021481856,0.000045789042,0.00020902899,0.000025426047,0.00020443955,0.000020676438],"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":[0.00018233797,7.5885623e-7,0.67291445,0.00041182467,0.0000025214588,0.000053974665,0.3252869,0.0000010816393,2.8928036e-7,0.00013218097,0.00048245068,0.00053121813],"study_design_scores_gemma":[0.0006242772,0.000073965006,0.35074458,0.000344112,0.000010506603,0.000050370803,0.64735246,0.00043201016,0.0000029579116,0.0000022591958,0.00030103634,0.00006145153],"about_ca_topic_score_codex":0.00030047304,"about_ca_topic_score_gemma":0.0000022953886,"teacher_disagreement_score":0.3221699,"about_ca_system_score_codex":0.00013835763,"about_ca_system_score_gemma":0.00005242069,"threshold_uncertainty_score":0.29491687},"labels":[],"label_agreement":null},{"id":"W6939236639","doi":"10.60692/441wp-1j089","title":"A pandemic recap: lessons we have learned","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Multidisciplinary approach; Pandemic; Health care; Public health; White paper; Coronavirus disease 2019 (COVID-19); Global health; Healthcare system","score_opus":0.09741929253145455,"score_gpt":0.2984861466785399,"score_spread":0.20106685414708536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939236639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532517,0.00008508122,0.0025113001,0.0031119422,0.00082557206,0.00042090187,0.00008654635,0.00041883872,0.03928807],"genre_scores_gemma":[0.99657553,0.000004805644,0.00012724244,0.0013590596,0.00010016404,0.00002931574,0.000061736064,0.000007702229,0.0017344119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861926,0.000058932543,0.0005635918,0.00012845903,0.0002914676,0.0003382655],"domain_scores_gemma":[0.998972,0.000009989628,0.00015772156,0.00033298717,0.00027530247,0.0002519791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035959025,0.00012634923,0.00030872965,0.00013698338,0.000098865086,0.0000530774,0.000043065258,0.00014436217,0.00007774029],"category_scores_gemma":[0.00007297748,0.00010324186,0.00010310115,0.00020504104,0.000015992706,0.00022381652,0.000030029814,0.00014940425,0.0015809746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037566942,0.0000074432746,0.92827827,0.0032978326,0.00008759225,0.00014413643,0.048339244,0.000016214975,0.00001113465,0.00052834325,0.004058478,0.014855645],"study_design_scores_gemma":[0.013292648,0.00032039607,0.5650256,0.0059358785,0.00035168725,0.00793621,0.20934148,0.005366594,0.0031052923,0.00002907303,0.18807359,0.0012215388],"about_ca_topic_score_codex":0.000010253605,"about_ca_topic_score_gemma":5.5976517e-7,"teacher_disagreement_score":0.36325264,"about_ca_system_score_codex":0.00015748329,"about_ca_system_score_gemma":0.00025327114,"threshold_uncertainty_score":0.9991964},"labels":[],"label_agreement":null},{"id":"W6939343046","doi":"10.60692/pcnbf-dfw42","title":"From \"learning from the field\" to jointly driving change","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Set (abstract data type); Theme (computing); Power (physics); Health care; Public health; Term (time)","score_opus":0.05117983520869328,"score_gpt":0.25599178092986147,"score_spread":0.20481194572116818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939343046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864586,0.000022547,0.005045601,0.0036532842,0.00087445695,0.00030634907,0.000043826716,0.00013507532,0.0034602422],"genre_scores_gemma":[0.9864534,3.8950768e-7,0.0001842693,0.012448875,0.0006289507,0.00004359432,0.000090959526,0.000006079562,0.00014348832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890137,0.000073501426,0.00040381492,0.000114327195,0.0002619525,0.00024502832],"domain_scores_gemma":[0.9991696,0.00007239857,0.000109687775,0.00029695363,0.00015662705,0.00019475582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022322558,0.00010374041,0.00022138494,0.00005229256,0.00013717268,0.000088329936,0.000059814112,0.000087057124,0.00015919369],"category_scores_gemma":[0.00024296879,0.00007100198,0.00007163714,0.00018379942,0.000004872172,0.0002055061,0.00005962168,0.00015831825,0.0016308058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007562255,0.0000014851829,0.8839714,0.00012718925,0.000038696853,0.000032494787,0.10725332,0.000008001957,0.0000040345167,0.00002946636,0.0042372043,0.004221072],"study_design_scores_gemma":[0.00084118056,0.000059419246,0.9038487,0.0011541476,0.000050201517,0.00003600939,0.05318334,0.001254249,0.00059131085,0.0000019871436,0.038810305,0.00016915427],"about_ca_topic_score_codex":0.00034071933,"about_ca_topic_score_gemma":0.000003064193,"teacher_disagreement_score":0.054069977,"about_ca_system_score_codex":0.00007089528,"about_ca_system_score_gemma":0.000059803093,"threshold_uncertainty_score":0.9991465},"labels":[],"label_agreement":null},{"id":"W6939382352","doi":"10.60692/yaaj5-0zn72","title":"Global surgery, obstetric, and anaesthesia indicator definitions and reporting: An Utstein consensus report","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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. Thomas Hospital; Western University","funders":"","keywords":"Comparability; Commission; Perioperative; Process (computing); Performance indicator; Geospatial analysis; Limiting; Health care","score_opus":0.09779806493941944,"score_gpt":0.2837267727960955,"score_spread":0.18592870785667603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939382352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946321,0.00009428041,0.00017007835,0.00035563958,0.00028879265,0.00026074596,0.000089779795,0.00016917953,0.0039394],"genre_scores_gemma":[0.99863267,0.0000035232426,0.0004579334,0.000634286,0.000046684505,0.000022257118,0.00015891322,0.000007156251,0.000036604524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971916,0.00008929751,0.0018267264,0.00023333446,0.00032894034,0.00033010897],"domain_scores_gemma":[0.99749017,0.000032205196,0.0012296687,0.0004015465,0.00031161337,0.00053480314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010343661,0.00016551756,0.0005349549,0.0002033973,0.00017619462,0.00010968011,0.000022506403,0.00015733777,0.000009543555],"category_scores_gemma":[0.0009797863,0.00014542638,0.00007532582,0.00041091917,0.000059048292,0.00021029159,0.000032132048,0.00008624651,0.00003804599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004780048,0.000004698076,0.99391073,0.0006111316,0.000024159124,0.0018485694,0.0017003044,4.4225382e-7,2.6701528e-7,0.00029665628,0.00040552058,0.0011497159],"study_design_scores_gemma":[0.00057426817,0.000043209417,0.9521594,0.00024554235,0.00006551758,0.03621489,0.008842298,0.00012525897,0.00003129983,0.0000050311346,0.001529997,0.00016329234],"about_ca_topic_score_codex":0.000035063724,"about_ca_topic_score_gemma":0.0000012267981,"teacher_disagreement_score":0.04175134,"about_ca_system_score_codex":0.00011676504,"about_ca_system_score_gemma":0.0004806456,"threshold_uncertainty_score":0.5930316},"labels":[],"label_agreement":null},{"id":"W6939421714","doi":"10.60692/ekh0d-1hp48","title":"Sub-Saharan Africa preparedness and response to the COVID-19 pandemic: A perspective of early career African scientists","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Preparedness; Psychological intervention; Public health; Pandemic; Perspective (graphical); Outbreak; Global health; Case fatality rate","score_opus":0.08590771903512584,"score_gpt":0.28880469932260383,"score_spread":0.202896980287478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939421714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935041,0.000043391257,0.0014702962,0.0022694017,0.00012689497,0.00091650494,0.0002566984,0.000100861726,0.0013118616],"genre_scores_gemma":[0.99788576,3.7551754e-7,0.000032163014,0.0019371057,0.00004108952,0.000053579788,0.0000041682706,0.0000056070467,0.000040152005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855405,0.00015622772,0.00045182774,0.00016308983,0.00040915376,0.000265648],"domain_scores_gemma":[0.998519,0.000043001928,0.00017545818,0.0002477254,0.00035413544,0.000660687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010118171,0.000119264296,0.00028142167,0.00016734385,0.00013712118,0.000052630738,0.00009965095,0.000063467225,0.00000610603],"category_scores_gemma":[0.0005931111,0.00007855847,0.000058153633,0.0005335259,0.000065751876,0.00016837164,0.000059962345,0.000083540814,0.00008681615],"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":[0.0064029507,0.0000023758741,0.16255073,0.0006793352,0.00003404213,0.000011705209,0.82720053,0.000017803577,0.000018396897,0.00007057805,0.0028889647,0.00012259568],"study_design_scores_gemma":[0.005555802,0.0014045816,0.4743707,0.00047368437,0.00018522439,0.0006200134,0.46118218,0.0011931353,0.00017771134,0.0000033462882,0.054328043,0.00050558563],"about_ca_topic_score_codex":0.00009995777,"about_ca_topic_score_gemma":0.0000012854473,"teacher_disagreement_score":0.36601833,"about_ca_system_score_codex":0.000375515,"about_ca_system_score_gemma":0.00043894618,"threshold_uncertainty_score":0.32035217},"labels":[],"label_agreement":null},{"id":"W6939636848","doi":"10.6084/m9.figshare.27049115","title":"Additional file 2 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Public policy","score_opus":0.20670086637131674,"score_gpt":0.43023112373081646,"score_spread":0.22353025735949972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939636848","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":[0.07418634,0.0006596443,2.5254607e-7,0.000540689,0.00008129669,0.0005096481,0.9235737,0.00007017753,0.00037826083],"genre_scores_gemma":[0.5445188,0.0000044509325,0.00045622428,0.0015416542,0.0005010094,0.0039030686,0.44899398,0.000024117197,0.000056700897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857885,0.00021761864,0.00030587937,0.00035513515,0.00023890265,0.0003036271],"domain_scores_gemma":[0.994393,0.0049662217,0.000058637383,0.00022830526,0.000059925984,0.000293902],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015134578,0.00015963007,0.0002835848,0.00018896646,0.00017053843,0.00004766355,0.00014582135,0.00006922386,0.6615426],"category_scores_gemma":[0.010855252,0.00012088311,0.00006445441,0.00037808454,0.000018063305,0.000106412714,0.00013870154,0.00025546984,0.00007705399],"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":[0.000024889976,0.000041492614,0.00038123806,0.00023184433,0.000025987129,0.00004979344,0.08485639,0.0000011206284,0.000002810015,0.000011243066,0.9016522,0.01272095],"study_design_scores_gemma":[0.00019714974,0.00018353562,0.028422574,0.002416248,0.000013094272,0.000009567403,0.18269497,0.000017175686,0.0000041457174,0.000044322413,0.78588307,0.00011413893],"about_ca_topic_score_codex":0.0015007886,"about_ca_topic_score_gemma":0.0031479225,"teacher_disagreement_score":0.6614655,"about_ca_system_score_codex":0.00020861173,"about_ca_system_score_gemma":0.0007360293,"threshold_uncertainty_score":0.99747676},"labels":[],"label_agreement":null},{"id":"W6944154882","doi":"10.17605/osf.io/fns7u","title":"Access to surgical care in high-income countries: A scoping review protocol","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Global Health and Surgery","field":"Medicine","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); Surgical procedures; MEDLINE; Surgical robot; Patient care; Context (archaeology)","score_opus":0.02213903386953636,"score_gpt":0.3713291940731394,"score_spread":0.34919016020360305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944154882","genre_codex":"other","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12953743,0.00009549848,0.00004367964,0.00823077,0.0007351692,0.3832546,0.00008334514,0.0003896404,0.47762987],"genre_scores_gemma":[0.24312605,0.00070366985,0.0005221153,0.013895695,0.00025166743,0.7137806,0.000089723675,0.00012483475,0.027505668],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457085,0.00084900524,0.0011186829,0.0017423256,0.0009014626,0.0008176655],"domain_scores_gemma":[0.99600154,0.00041998376,0.0002312353,0.0024878543,0.00021960816,0.0006397846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0057252506,0.00030208332,0.0009621361,0.00026919413,0.0002540698,0.000062562496,0.0008267554,0.0001152868,0.39163658],"category_scores_gemma":[0.001916896,0.00031932318,0.000194865,0.00082708633,0.000061015904,0.00018790575,0.0025183586,0.0007449075,0.1569435],"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":[0.0058740126,0.0009773892,0.82572716,0.09239747,0.00010130524,0.00296493,0.0016544175,0.0009495611,0.000031828156,0.0014971767,0.0467008,0.021123964],"study_design_scores_gemma":[0.004394323,0.000020984995,0.06348558,0.034258112,0.00006897327,0.00045726728,0.00022987586,0.00003537894,0.0003191602,0.00019888273,0.8958663,0.00066515844],"about_ca_topic_score_codex":0.00053267606,"about_ca_topic_score_gemma":0.00017718851,"teacher_disagreement_score":0.8491655,"about_ca_system_score_codex":0.0011421979,"about_ca_system_score_gemma":0.0013625463,"threshold_uncertainty_score":0.9999259},"labels":[],"label_agreement":null},{"id":"W6944503650","doi":"10.20372/ejhbs.v12i1specialissue.323","title":"Importance of CRC In-Service Training on Implementation of Compassionate and Respectful Care Delivery, in Gondar Town Governmental Health Facilities Northwest Ethiopia","year":2021,"lang":"en","type":"article","venue":"National Academic Digital Repository of Ethiopia","topic":"Global Health and Surgery","field":"Medicine","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":"Thematic analysis; Health care; Compassion; Safeguarding; Government (linguistics); Workforce; Checklist; Qualitative research","score_opus":0.03479029621766654,"score_gpt":0.33939524911649044,"score_spread":0.3046049528988239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944503650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906432,0.0011620455,6.9630846e-7,0.0015587752,0.00010419337,0.00021363498,0.0006593155,0.000007142614,0.0056509823],"genre_scores_gemma":[0.9985859,0.00014774635,0.000082160615,0.0008062103,0.000031279953,0.000008260304,0.00017478145,0.00000748348,0.00015620777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743813,0.000059855356,0.0010416253,0.00026552717,0.0009755285,0.00021932359],"domain_scores_gemma":[0.9985781,0.00037242417,0.00041402385,0.000093115865,0.00042146706,0.00012089315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034015183,0.00012859682,0.00043575471,0.0001479449,0.000038992872,0.0000058412475,0.00006741944,0.00018439502,0.000013797586],"category_scores_gemma":[0.0002252922,0.00013274845,0.000060430317,0.00027314824,0.00009681671,0.00020414237,0.000046926056,0.0005443481,3.660565e-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":[0.00050074625,0.00012029352,0.9756897,0.0013803015,0.000026759019,0.000027698525,0.0072925347,0.000038348804,0.0036661313,0.004330858,0.0001633353,0.006763309],"study_design_scores_gemma":[0.0014256198,0.0002222302,0.96897584,0.0008913104,0.000004907581,0.00004392865,0.02166979,0.00002439777,0.0046393177,0.00027856586,0.0017269233,0.000097172946],"about_ca_topic_score_codex":0.001103192,"about_ca_topic_score_gemma":0.0013824296,"teacher_disagreement_score":0.014377255,"about_ca_system_score_codex":0.00064238755,"about_ca_system_score_gemma":0.0016756883,"threshold_uncertainty_score":0.5413325},"labels":[],"label_agreement":null},{"id":"W6955153072","doi":"10.58079/pq0h","title":"Madagascar Workshop 2019","year":2019,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Global Health and Surgery","field":"Medicine","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); Work (physics); Agency (philosophy); Identification (biology)","score_opus":0.015580192380680213,"score_gpt":0.27571041017310516,"score_spread":0.26013021779242496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955153072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49653015,0.0021010714,0.00078035885,0.15730438,0.010998123,0.0038372301,0.0004645295,0.0006368505,0.3273473],"genre_scores_gemma":[0.854647,0.00036937455,0.00091433927,0.10739384,0.0010350895,0.00014312974,0.0022885439,0.000055784498,0.03315293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971776,0.00009857679,0.000605293,0.00059528206,0.0007634977,0.00075976504],"domain_scores_gemma":[0.99791414,0.00019751463,0.00018618914,0.00070056936,0.00034414107,0.0006574661],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060333713,0.00031019098,0.0005760629,0.00021831908,0.00019600456,0.000086695276,0.00019788317,0.0002696343,0.014573852],"category_scores_gemma":[0.00015674725,0.00029159896,0.00023333411,0.0004823996,0.000076932025,0.0039881384,0.00009054459,0.0003981819,0.022697141],"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":[0.0013222246,0.0007325835,0.012165541,0.00045449875,0.00013642425,0.0002992075,0.00006298481,0.00007183037,0.0011842825,0.08107223,0.88923246,0.013265753],"study_design_scores_gemma":[0.004070472,0.00050288584,0.20685463,0.0006726066,0.00011683335,0.00042593028,0.00030036073,0.00019251465,0.0012901619,0.0011427178,0.78379154,0.0006393331],"about_ca_topic_score_codex":0.000051485345,"about_ca_topic_score_gemma":0.00008323273,"teacher_disagreement_score":0.3581168,"about_ca_system_score_codex":0.00021117394,"about_ca_system_score_gemma":0.00034487637,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W6957756659","doi":"10.60692/e2m0h-z5k12","title":"Awake Craniotomy in Africa: A Scoping Review of Literature and Proposed Solutions to Tackle Challenges","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; University Health Network; McGill University; University of British Columbia","funders":"","keywords":"Awake craniotomy; Craniotomy; Protocol (science); Systematic review; MEDLINE; Medical literature; Review article","score_opus":0.07875185139326225,"score_gpt":0.2876918277736792,"score_spread":0.20893997638041695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957756659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92971694,0.02344139,0.00064070337,0.009422798,0.0009460599,0.012061063,0.00035365485,0.00077239476,0.022644982],"genre_scores_gemma":[0.9988836,0.00043139825,0.000091772665,0.00041779745,0.00002685864,0.00007282427,0.000022237924,0.000004648059,0.000048862195],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99878526,0.00004685026,0.0005918868,0.00009637109,0.00020640087,0.0002732288],"domain_scores_gemma":[0.9993609,0.000011180806,0.000118098666,0.00018468467,0.00017914796,0.0001459666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007889606,0.00009334512,0.00034958267,0.00036001435,0.00004391388,0.000016664037,0.000033943867,0.0000709883,0.000004181069],"category_scores_gemma":[0.000102386184,0.0000718002,0.000039701452,0.0006713085,0.000010796231,0.00018331497,0.00003416513,0.000072186995,0.00013407569],"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":[0.0001693882,0.000010604984,0.058028482,0.7302386,0.000037572154,0.00005360627,0.20421888,0.00000863494,0.0000045939073,0.000830859,0.0024168834,0.0039818548],"study_design_scores_gemma":[0.0020977494,0.00018250989,0.18846297,0.7942419,0.000044762863,0.00017330579,0.012071165,0.00055237726,0.000051897725,0.0000033683164,0.0018383104,0.000279652],"about_ca_topic_score_codex":0.000002732856,"about_ca_topic_score_gemma":4.4098562e-7,"teacher_disagreement_score":0.19214772,"about_ca_system_score_codex":0.00004896917,"about_ca_system_score_gemma":0.00009593492,"threshold_uncertainty_score":0.2927927},"labels":[],"label_agreement":null},{"id":"W6957788304","doi":"10.60692/v9cjx-6tn15","title":"Training for health services and systems research in Sub-Saharan Africa - a case study at four East and Southern African Universities","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Desk; Training (meteorology); Procurement; Curriculum; Critical mass (sociodynamics); Training system","score_opus":0.16796210651728607,"score_gpt":0.3125670927488459,"score_spread":0.14460498623155985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957788304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960899,0.00012652378,0.00003855051,0.00016293976,0.0000886847,0.0026761796,0.00015158873,0.000058595124,0.0006070548],"genre_scores_gemma":[0.99951494,0.0000011673313,0.00002012773,0.00007322228,0.000043081825,0.0002028169,0.000010694333,0.000009391387,0.00012457318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824065,0.00020665869,0.0005496572,0.00016920711,0.0003076398,0.0005261633],"domain_scores_gemma":[0.99901843,0.00004530641,0.0001688267,0.0001784849,0.00023225456,0.0003566723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637237,0.00013924188,0.0003990898,0.00050858565,0.00034724514,0.00013320979,0.000043805037,0.00007296897,0.0000022279169],"category_scores_gemma":[0.0000054625843,0.000112438174,0.00002559818,0.0002541669,0.00003947539,0.0003580916,0.00005382194,0.00011164245,0.00004930227],"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":[0.0003429284,0.0000071666173,0.1169531,0.006927586,0.000032740325,0.00013355432,0.8745153,0.000007372481,3.5525227e-7,0.000010791585,0.000112935464,0.0009561953],"study_design_scores_gemma":[0.0020875514,0.00032483492,0.018531028,0.00073460303,0.000011882121,0.0014450493,0.97010916,0.0062252693,2.2753827e-7,3.325313e-7,0.00043532954,0.00009469884],"about_ca_topic_score_codex":0.0026093475,"about_ca_topic_score_gemma":0.000057637695,"teacher_disagreement_score":0.09842207,"about_ca_system_score_codex":0.0003429997,"about_ca_system_score_gemma":0.00014876449,"threshold_uncertainty_score":0.45850956},"labels":[],"label_agreement":null},{"id":"W6957794894","doi":"10.60692/8f64n-cbk22","title":"Training for health services and systems research in Sub-Saharan Africa - a case study at four East and Southern African Universities","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"General partnership; Desk; Training (meteorology); Procurement; Curriculum; Critical mass (sociodynamics); Training system","score_opus":0.16796210651728607,"score_gpt":0.3125670927488459,"score_spread":0.14460498623155985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957794894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960899,0.00012652378,0.00003855051,0.00016293976,0.0000886847,0.0026761796,0.00015158873,0.000058595124,0.0006070548],"genre_scores_gemma":[0.99951494,0.0000011673313,0.00002012773,0.00007322228,0.000043081825,0.0002028169,0.000010694333,0.000009391387,0.00012457318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824065,0.00020665869,0.0005496572,0.00016920711,0.0003076398,0.0005261633],"domain_scores_gemma":[0.99901843,0.00004530641,0.0001688267,0.0001784849,0.00023225456,0.0003566723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637237,0.00013924188,0.0003990898,0.00050858565,0.00034724514,0.00013320979,0.000043805037,0.00007296897,0.0000022279169],"category_scores_gemma":[0.0000054625843,0.000112438174,0.00002559818,0.0002541669,0.00003947539,0.0003580916,0.00005382194,0.00011164245,0.00004930227],"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":[0.0003429284,0.0000071666173,0.1169531,0.006927586,0.000032740325,0.00013355432,0.8745153,0.000007372481,3.5525227e-7,0.000010791585,0.000112935464,0.0009561953],"study_design_scores_gemma":[0.0020875514,0.00032483492,0.018531028,0.00073460303,0.000011882121,0.0014450493,0.97010916,0.0062252693,2.2753827e-7,3.325313e-7,0.00043532954,0.00009469884],"about_ca_topic_score_codex":0.0026093475,"about_ca_topic_score_gemma":0.000057637695,"teacher_disagreement_score":0.09842207,"about_ca_system_score_codex":0.0003429997,"about_ca_system_score_gemma":0.00014876449,"threshold_uncertainty_score":0.45850956},"labels":[],"label_agreement":null},{"id":"W6957901345","doi":"10.60692/bxgwa-shg43","title":"From \"learning from the field\" to jointly driving change","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Set (abstract data type); Theme (computing); Power (physics); Health care; Public health; Term (time)","score_opus":0.05117983520869328,"score_gpt":0.25599178092986147,"score_spread":0.20481194572116818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957901345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864586,0.000022547,0.005045601,0.0036532842,0.00087445695,0.00030634907,0.000043826716,0.00013507532,0.0034602422],"genre_scores_gemma":[0.9864534,3.8950768e-7,0.0001842693,0.012448875,0.0006289507,0.00004359432,0.000090959526,0.000006079562,0.00014348832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890137,0.000073501426,0.00040381492,0.000114327195,0.0002619525,0.00024502832],"domain_scores_gemma":[0.9991696,0.00007239857,0.000109687775,0.00029695363,0.00015662705,0.00019475582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022322558,0.00010374041,0.00022138494,0.00005229256,0.00013717268,0.000088329936,0.000059814112,0.000087057124,0.00015919369],"category_scores_gemma":[0.00024296879,0.00007100198,0.00007163714,0.00018379942,0.000004872172,0.0002055061,0.00005962168,0.00015831825,0.0016308058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007562255,0.0000014851829,0.8839714,0.00012718925,0.000038696853,0.000032494787,0.10725332,0.000008001957,0.0000040345167,0.00002946636,0.0042372043,0.004221072],"study_design_scores_gemma":[0.00084118056,0.000059419246,0.9038487,0.0011541476,0.000050201517,0.00003600939,0.05318334,0.001254249,0.00059131085,0.0000019871436,0.038810305,0.00016915427],"about_ca_topic_score_codex":0.00034071933,"about_ca_topic_score_gemma":0.000003064193,"teacher_disagreement_score":0.054069977,"about_ca_system_score_codex":0.00007089528,"about_ca_system_score_gemma":0.000059803093,"threshold_uncertainty_score":0.9991465},"labels":[],"label_agreement":null},{"id":"W6957977637","doi":"10.6084/m9.figshare.27049121","title":"Additional file 4 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Public policy","score_opus":0.2105538703103344,"score_gpt":0.43083634498293505,"score_spread":0.22028247467260065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957977637","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":[0.07479536,0.0006550633,2.6087048e-7,0.00053980434,0.000080861275,0.0005108135,0.92297643,0.00007018075,0.00037120818],"genre_scores_gemma":[0.55524534,0.0000043550162,0.00045647222,0.001525976,0.0004894419,0.0038640755,0.43833536,0.000023890825,0.0000550727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857855,0.00021745771,0.00030598673,0.00035527637,0.00023899329,0.00030374632],"domain_scores_gemma":[0.99435914,0.0050004087,0.000058572154,0.00022849508,0.0000594669,0.00029391082],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015220132,0.00015966811,0.0002836114,0.00018911058,0.00017059503,0.000047683858,0.00014591524,0.00006922345,0.6565037],"category_scores_gemma":[0.010830743,0.000120913726,0.00006446734,0.00037818475,0.000018067974,0.0001064373,0.00013867425,0.00025546804,0.00007711689],"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":[0.000025565156,0.000041736686,0.00039687037,0.00023314955,0.000026110096,0.000049520448,0.08533964,0.0000011066627,0.0000028867557,0.000011441786,0.90124595,0.012626036],"study_design_scores_gemma":[0.00019963227,0.0001881007,0.029104186,0.0024695375,0.000013247032,0.0000096478625,0.1857806,0.000017540184,0.0000042136485,0.000044975503,0.7820528,0.0001155079],"about_ca_topic_score_codex":0.0014897331,"about_ca_topic_score_gemma":0.0031633526,"teacher_disagreement_score":0.65642655,"about_ca_system_score_codex":0.00020857352,"about_ca_system_score_gemma":0.0007368988,"threshold_uncertainty_score":0.99750143},"labels":[],"label_agreement":null},{"id":"W6958165551","doi":"10.60692/k32ra-cmw92","title":"Academic global surgical competencies: A modified Delphi consensus study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; University of British Columbia; Montreal Children's Hospital","funders":"","keywords":"Delphi method; Snowball sampling; Context (archaeology); Standardization; Delphi; Perioperative nursing; Core competency; Perioperative; Checklist","score_opus":0.0854219739366727,"score_gpt":0.30750568627039393,"score_spread":0.22208371233372123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958165551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863047,0.0000069771254,0.000108254346,0.00021153697,0.00062372314,0.0010617067,0.00016373626,0.00077150203,0.010747881],"genre_scores_gemma":[0.99924684,4.0446847e-7,0.000020448495,0.00034945007,0.000115001065,0.00007495059,0.000049316153,0.0000070380747,0.0001365401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975775,0.000103455146,0.0009879776,0.00017106342,0.0006119761,0.0005480489],"domain_scores_gemma":[0.998818,0.000029213368,0.00020642256,0.00032340258,0.00023155683,0.00039141803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009357168,0.00019148573,0.00045571156,0.00022105651,0.00015131419,0.000038938982,0.00009958926,0.00018428892,0.000011232685],"category_scores_gemma":[0.000069990856,0.00014885222,0.00010671301,0.00080597476,0.00003932348,0.00013054258,0.00006294079,0.00020114015,0.0031215253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008942429,0.000009223829,0.9637778,0.0008063565,0.000079985075,0.00027738512,0.029052772,0.00013690139,1.7970254e-7,0.0004912407,0.0040254467,0.00044849815],"study_design_scores_gemma":[0.008948694,0.00038230958,0.8202461,0.00045443999,0.000111635345,0.0016632231,0.14736569,0.016802197,0.0000054731313,0.000003664597,0.0036371246,0.00037943074],"about_ca_topic_score_codex":0.000040747054,"about_ca_topic_score_gemma":3.448105e-7,"teacher_disagreement_score":0.14353165,"about_ca_system_score_codex":0.0002470426,"about_ca_system_score_gemma":0.00019337161,"threshold_uncertainty_score":0.9976547},"labels":[],"label_agreement":null},{"id":"W6958181918","doi":"10.6084/m9.figshare.6109199.v1","title":"Additional file 2: of Design and Implementation of a postgraduate curriculum to support Ethiopia's first emergency medicine residency training program: the Toronto Addis Ababa Academic Collaboration in Emergency Medicine (TAAAC-EM)","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Sample (material); MEDLINE; Residency training; Emergency medical services","score_opus":0.07964904276229677,"score_gpt":0.41041620435741777,"score_spread":0.330767161595121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958181918","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":[0.0066156643,0.00088291924,0.0000033115678,0.004974503,0.0003210886,0.003147072,0.9814848,0.000057470137,0.0025132024],"genre_scores_gemma":[0.13053773,0.00049543957,0.0011932832,0.0005002034,0.0012609018,0.004267791,0.861077,0.00004944121,0.00061818724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972815,0.00012227471,0.001249792,0.00032703072,0.0006022957,0.00041709148],"domain_scores_gemma":[0.99744684,0.0005222372,0.0005322399,0.00022451542,0.0010003655,0.00027381742],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041657462,0.0002104962,0.00044252208,0.00015171176,0.00012251707,0.0000021094647,0.00013930222,0.00014631535,0.9613446],"category_scores_gemma":[0.006953302,0.0001522011,0.00005121451,0.00086215424,0.000048460643,0.00020243812,0.000051115992,0.00019858633,0.000066822606],"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":[0.000094881085,0.000042231673,0.0006279599,0.00040846565,0.000019556386,0.0000036100178,0.005994428,3.2597507e-7,0.000038409675,0.000017545557,0.9846595,0.008093068],"study_design_scores_gemma":[0.001750898,0.0073551685,0.2551187,0.011880187,0.00009735117,0.000040769915,0.026161434,0.00025909627,0.000112417874,0.00031109652,0.6965458,0.00036710582],"about_ca_topic_score_codex":0.0008718351,"about_ca_topic_score_gemma":0.0091487225,"teacher_disagreement_score":0.9612778,"about_ca_system_score_codex":0.000110979774,"about_ca_system_score_gemma":0.00054657186,"threshold_uncertainty_score":0.8324254},"labels":[],"label_agreement":null},{"id":"W6958185443","doi":"10.6084/m9.figshare.27049121.v1","title":"Additional file 4 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Public policy","score_opus":0.2105538703103344,"score_gpt":0.43083634498293505,"score_spread":0.22028247467260065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958185443","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":[0.07479536,0.0006550633,2.6087048e-7,0.00053980434,0.000080861275,0.0005108135,0.92297643,0.00007018075,0.00037120818],"genre_scores_gemma":[0.55524534,0.0000043550162,0.00045647222,0.001525976,0.0004894419,0.0038640755,0.43833536,0.000023890825,0.0000550727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857855,0.00021745771,0.00030598673,0.00035527637,0.00023899329,0.00030374632],"domain_scores_gemma":[0.99435914,0.0050004087,0.000058572154,0.00022849508,0.0000594669,0.00029391082],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015220132,0.00015966811,0.0002836114,0.00018911058,0.00017059503,0.000047683858,0.00014591524,0.00006922345,0.6565037],"category_scores_gemma":[0.010830743,0.000120913726,0.00006446734,0.00037818475,0.000018067974,0.0001064373,0.00013867425,0.00025546804,0.00007711689],"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":[0.000025565156,0.000041736686,0.00039687037,0.00023314955,0.000026110096,0.000049520448,0.08533964,0.0000011066627,0.0000028867557,0.000011441786,0.90124595,0.012626036],"study_design_scores_gemma":[0.00019963227,0.0001881007,0.029104186,0.0024695375,0.000013247032,0.0000096478625,0.1857806,0.000017540184,0.0000042136485,0.000044975503,0.7820528,0.0001155079],"about_ca_topic_score_codex":0.0014897331,"about_ca_topic_score_gemma":0.0031633526,"teacher_disagreement_score":0.65642655,"about_ca_system_score_codex":0.00020857352,"about_ca_system_score_gemma":0.0007368988,"threshold_uncertainty_score":0.99750143},"labels":[],"label_agreement":null},{"id":"W6958236202","doi":"10.6084/m9.figshare.16986513.v1","title":"Additional file 1 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Anesthesiology; Qualitative research; MEDLINE; Accreditation; Competence (human resources)","score_opus":0.1626497354269117,"score_gpt":0.427100267909356,"score_spread":0.2644505324824443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958236202","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":[0.0011273642,0.00023144588,0.0000012974597,0.00092841405,0.00003429127,0.00020864552,0.9937844,0.000009542775,0.0036745844],"genre_scores_gemma":[0.054550674,0.0000034289058,0.0028669157,0.000295349,0.00008565888,0.00049359916,0.94141096,0.00000968706,0.00028373013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998495,0.00009624193,0.00057793234,0.00020064357,0.00041802012,0.00021217443],"domain_scores_gemma":[0.9941078,0.004188039,0.00026837215,0.000119632845,0.0012174391,0.00009872236],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014944306,0.00009937264,0.0004953201,0.00011209649,0.0000289313,0.0000029325975,0.00008549814,0.00011042199,0.9249651],"category_scores_gemma":[0.016116321,0.00009729093,0.00014050513,0.00017539781,0.000029054872,0.000045554247,0.000028656777,0.00012055242,0.00002174798],"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":[0.00036777047,0.00016824753,0.00028910208,0.00057079404,0.00002740224,0.000029886332,0.0020070423,0.0000029306646,0.0000024992885,0.00017566128,0.9949537,0.0014049963],"study_design_scores_gemma":[0.000935618,0.00036750105,0.07219609,0.007242189,0.0000063387906,0.000039858773,0.005408285,0.00020577635,0.00006553115,0.00064294465,0.9127905,0.00009940418],"about_ca_topic_score_codex":0.000015594238,"about_ca_topic_score_gemma":0.00019576812,"teacher_disagreement_score":0.9249433,"about_ca_system_score_codex":0.00010293551,"about_ca_system_score_gemma":0.0026611008,"threshold_uncertainty_score":0.99217135},"labels":[],"label_agreement":null},{"id":"W6958256365","doi":"10.60692/nteqv-tb867","title":"Reciprocity in international interuniversity global health partnerships","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Public Health Ontario; University of Toronto","funders":"","keywords":"Reciprocity (cultural anthropology); Reciprocal; Global health; Equivalence (formal languages); Focus group","score_opus":0.05366993399513994,"score_gpt":0.2786259756790443,"score_spread":0.22495604168390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958256365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96210164,0.0000034645534,0.0007141237,0.0010408631,0.001023152,0.00047338498,0.00007114478,0.000105738,0.034466483],"genre_scores_gemma":[0.99783367,3.5424787e-7,0.0001143269,0.0017569135,0.000043286964,0.00000535383,0.000049953,0.0000025159302,0.00019364532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987534,0.00005299958,0.00048706654,0.00012015453,0.00029243305,0.00029392669],"domain_scores_gemma":[0.9992882,0.000004535698,0.00019161125,0.00019479687,0.000116748175,0.00020411753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054830755,0.00010276225,0.00026219056,0.00016122455,0.000036402453,0.0000286772,0.00008862497,0.000084124884,0.0000696226],"category_scores_gemma":[0.00002216131,0.000091419526,0.000064697764,0.00022867208,0.000012317183,0.00040676008,0.000044120025,0.00011636906,0.0015136176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032373727,0.0000032702071,0.9893693,0.00039643105,0.000012495454,0.000005027364,0.0080183465,0.000006893604,3.4025653e-8,0.00053146185,0.00041632788,0.00091667514],"study_design_scores_gemma":[0.0023109904,0.00009151434,0.9723263,0.00049439573,0.0000047125295,0.000097033946,0.01581934,0.0016115287,0.0000049004934,0.0000018396498,0.0071252906,0.00011216687],"about_ca_topic_score_codex":0.00006447107,"about_ca_topic_score_gemma":0.0000031217992,"teacher_disagreement_score":0.035732,"about_ca_system_score_codex":0.001140023,"about_ca_system_score_gemma":0.00021157964,"threshold_uncertainty_score":0.9992638},"labels":[],"label_agreement":null},{"id":"W6958314171","doi":"10.6084/m9.figshare.14904072","title":"Additional file 1 of Assessing how global health partnerships function: an equity-informed critical interpretive synthesis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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 Coalition for Global Health Research; University of Northern British Columbia; McGill University; University of British Columbia","funders":"","keywords":"Table (database); Global health; Public health; Key (lock); MEDLINE","score_opus":0.12813606868804805,"score_gpt":0.41266422564751637,"score_spread":0.2845281569594683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958314171","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":[0.000013565088,0.00013863073,0.0000057574653,0.002325269,0.00008239974,0.00009055734,0.9719919,0.000058797843,0.02529312],"genre_scores_gemma":[0.11417297,0.0000014908259,0.0009776778,0.0042506754,0.00031463034,0.00050542795,0.87955135,0.00001092356,0.00021487482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850166,0.000121228295,0.0002712321,0.00024876412,0.00040257315,0.00045457226],"domain_scores_gemma":[0.9929955,0.005526587,0.000118135475,0.00023108089,0.00052218314,0.0006064923],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007223924,0.00013016353,0.00034873487,0.000035230252,0.00011844528,0.000053410826,0.000062502135,0.000120765915,0.9881703],"category_scores_gemma":[0.07228577,0.00012666397,0.00013539956,0.00026844605,0.000026322134,0.00028404102,0.00008418633,0.00018112487,0.0005044029],"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":[0.00006881341,0.00010352431,0.00001764193,0.0008921728,0.000018005316,0.000064228676,0.000021690425,9.9495146e-8,5.5557905e-7,0.000090028414,0.984408,0.014315198],"study_design_scores_gemma":[0.000083982864,0.00021876465,0.01617119,0.023041015,0.000016992231,0.00018254369,0.00079831516,0.00013538019,0.000026749018,0.000072317765,0.95912427,0.0001284823],"about_ca_topic_score_codex":0.0000026574335,"about_ca_topic_score_gemma":0.000031400232,"teacher_disagreement_score":0.98766595,"about_ca_system_score_codex":0.00033968635,"about_ca_system_score_gemma":0.00399044,"threshold_uncertainty_score":0.93552876},"labels":[],"label_agreement":null},{"id":"W6958337221","doi":"10.6084/m9.figshare.26570716","title":"Additional file 3 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Protocol (science); Rehabilitation; Health care; Health professionals; Data collection; Patient care","score_opus":0.031056309546747415,"score_gpt":0.3497868453029231,"score_spread":0.31873053575617566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958337221","genre_codex":"dataset","genre_gemma":"protocol","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":[0.010637332,0.004869416,5.984259e-8,0.0013954239,0.000036105732,0.045601457,0.9373551,0.000032163633,0.0000729663],"genre_scores_gemma":[0.026123997,0.00015167963,0.006936738,0.0025224346,0.00014158248,0.5439556,0.41992372,0.000050825445,0.00019338817],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989499,0.0000589575,0.00042919908,0.00020911498,0.00017044524,0.00018240661],"domain_scores_gemma":[0.99805987,0.0016154236,0.00007225246,0.00004894158,0.00009731449,0.00010620105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021552306,0.00008956902,0.00027130655,0.00012770647,0.000032801065,0.000010700481,0.000015276415,0.00006704355,0.17751162],"category_scores_gemma":[0.0030461361,0.00007972054,0.000013893184,0.00017646396,0.000016218455,0.00010039737,0.00003831296,0.00016969677,0.00000970442],"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":[0.00006808049,0.000026591058,0.0031129967,0.64503884,0.0000035637688,0.000036390844,0.00050018216,8.062364e-8,8.383644e-7,0.000023522549,0.34680626,0.0043826867],"study_design_scores_gemma":[0.00025882456,0.000043433505,0.06710353,0.8642169,0.0000010720568,0.000023462537,0.000024617426,0.0000508767,0.000003860488,0.000018837787,0.068190135,0.00006441465],"about_ca_topic_score_codex":0.000008321891,"about_ca_topic_score_gemma":0.000063799554,"teacher_disagreement_score":0.5174314,"about_ca_system_score_codex":0.000084053485,"about_ca_system_score_gemma":0.00046407877,"threshold_uncertainty_score":0.8232402},"labels":[],"label_agreement":null},{"id":"W6958388354","doi":"10.6084/m9.figshare.27049115.v1","title":"Additional file 2 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Public policy","score_opus":0.20670086637131674,"score_gpt":0.43023112373081646,"score_spread":0.22353025735949972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958388354","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":[0.07418634,0.0006596443,2.5254607e-7,0.000540689,0.00008129669,0.0005096481,0.9235737,0.00007017753,0.00037826083],"genre_scores_gemma":[0.5445188,0.0000044509325,0.00045622428,0.0015416542,0.0005010094,0.0039030686,0.44899398,0.000024117197,0.000056700897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857885,0.00021761864,0.00030587937,0.00035513515,0.00023890265,0.0003036271],"domain_scores_gemma":[0.994393,0.0049662217,0.000058637383,0.00022830526,0.000059925984,0.000293902],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015134578,0.00015963007,0.0002835848,0.00018896646,0.00017053843,0.00004766355,0.00014582135,0.00006922386,0.6615426],"category_scores_gemma":[0.010855252,0.00012088311,0.00006445441,0.00037808454,0.000018063305,0.000106412714,0.00013870154,0.00025546984,0.00007705399],"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":[0.000024889976,0.000041492614,0.00038123806,0.00023184433,0.000025987129,0.00004979344,0.08485639,0.0000011206284,0.000002810015,0.000011243066,0.9016522,0.01272095],"study_design_scores_gemma":[0.00019714974,0.00018353562,0.028422574,0.002416248,0.000013094272,0.000009567403,0.18269497,0.000017175686,0.0000041457174,0.000044322413,0.78588307,0.00011413893],"about_ca_topic_score_codex":0.0015007886,"about_ca_topic_score_gemma":0.0031479225,"teacher_disagreement_score":0.6614655,"about_ca_system_score_codex":0.00020861173,"about_ca_system_score_gemma":0.0007360293,"threshold_uncertainty_score":0.99747676},"labels":[],"label_agreement":null},{"id":"W6958441825","doi":"10.6084/m9.figshare.6109187","title":"Additional file 1: of Design and Implementation of a postgraduate curriculum to support Ethiopia's first emergency medicine residency training program: the Toronto Addis Ababa Academic Collaboration in Emergency Medicine (TAAAC-EM)","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Curriculum; Residency training; Emergency medical services; MEDLINE; Graduate medical education","score_opus":0.08180424937163108,"score_gpt":0.4103134473403407,"score_spread":0.3285091979687096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958441825","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":[0.0066622766,0.00089914683,0.000003394969,0.005057939,0.00032636002,0.0031992386,0.98121303,0.000058409063,0.002580182],"genre_scores_gemma":[0.12502213,0.0004951375,0.0012007497,0.0005002047,0.0012663367,0.004301767,0.8665431,0.000049389433,0.00062119967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972805,0.00012228976,0.0012502681,0.00032713183,0.0006026087,0.00041720766],"domain_scores_gemma":[0.9974611,0.00050712767,0.0005325285,0.00022459278,0.0010007884,0.00027387866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004166583,0.00021052972,0.0004426727,0.00015170818,0.00012251857,0.0000021098501,0.00013933709,0.00014635634,0.9604914],"category_scores_gemma":[0.006680863,0.00015222307,0.00005122905,0.0008622713,0.000048463535,0.00020244675,0.000051130468,0.00019860704,0.00006705024],"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":[0.000095081785,0.000042450953,0.0006324034,0.00041575078,0.000019562263,0.0000036088527,0.005997288,3.2984292e-7,0.000038503833,0.000017708187,0.98490256,0.007834741],"study_design_scores_gemma":[0.001711812,0.0072209104,0.2467851,0.011218939,0.00009507121,0.00003912348,0.0256667,0.00025523084,0.00010679173,0.0003041488,0.7062378,0.00035838553],"about_ca_topic_score_codex":0.0008950298,"about_ca_topic_score_gemma":0.009202535,"teacher_disagreement_score":0.96042436,"about_ca_system_score_codex":0.000111623754,"about_ca_system_score_gemma":0.00054677116,"threshold_uncertainty_score":0.79980993},"labels":[],"label_agreement":null},{"id":"W6958579570","doi":"10.6084/m9.figshare.27049118.v1","title":"Additional file 3 of Lessons from the COVID-19 pandemic to strengthen NCD care and policy in humanitarian settings: a mixed methods study exploring humanitarian actors’ experiences","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Humanitarian aid; Government (linguistics); Health care; Qualitative research; Data collection","score_opus":0.20931110378959406,"score_gpt":0.4303594515829941,"score_spread":0.22104834779340005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958579570","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":[0.075040966,0.0006521224,2.590253e-7,0.000540266,0.000081497994,0.0005099101,0.9227331,0.000070023074,0.00037180792],"genre_scores_gemma":[0.551802,0.0000043899945,0.00045965344,0.0015365996,0.0004982532,0.0038948248,0.44172278,0.000024088533,0.000057458154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857867,0.0002174855,0.00030587963,0.00035524153,0.00023900795,0.00030371256],"domain_scores_gemma":[0.9943665,0.00499193,0.000058572783,0.00022841727,0.000060577873,0.00029394758],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001520819,0.00015965724,0.00028354596,0.00018902459,0.00017051205,0.000047659058,0.00014581034,0.00006921773,0.6602165],"category_scores_gemma":[0.010979249,0.000120891265,0.00006446246,0.00037823198,0.0000180648,0.000106422085,0.00013862256,0.00025547578,0.00007868818],"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":[0.000025258038,0.000041634165,0.00039522751,0.00023448817,0.000026058351,0.000049255654,0.08510005,0.0000011197642,0.000002924926,0.000011026628,0.90150213,0.012610824],"study_design_scores_gemma":[0.00019878833,0.0001835219,0.028737986,0.0024438794,0.000013043952,0.000009473697,0.18382181,0.00001733956,0.0000042653337,0.000044173412,0.7844112,0.00011454976],"about_ca_topic_score_codex":0.0015027627,"about_ca_topic_score_gemma":0.0031507523,"teacher_disagreement_score":0.66013783,"about_ca_system_score_codex":0.00020936123,"about_ca_system_score_gemma":0.0007396077,"threshold_uncertainty_score":0.9973517},"labels":[],"label_agreement":null},{"id":"W6958620995","doi":"10.6084/m9.figshare.26575595","title":"Additional file 1 of Student-led interprofessional global health course: learning impacts during a global crisis","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Public health; Health care; Global network; Global South; MEDLINE","score_opus":0.023967669041799724,"score_gpt":0.42589254880401983,"score_spread":0.40192487976222013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958620995","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":[0.47146916,0.0012589238,0.000008985695,0.004766545,0.00082173577,0.00084914174,0.49393082,0.000023449256,0.02687125],"genre_scores_gemma":[0.96225226,0.000023305101,0.0026853345,0.00074361375,0.00029850143,0.00009019979,0.030732743,0.000016439972,0.0031575738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981047,0.00009984314,0.0004636209,0.00034706935,0.00049179635,0.00049297215],"domain_scores_gemma":[0.99883085,0.00027592934,0.000129998,0.00015555127,0.000094769355,0.0005129156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029152818,0.00015979612,0.00041964225,0.00003900766,0.00013585431,0.000069300215,0.00016584957,0.00008947451,0.69823694],"category_scores_gemma":[0.00023882357,0.00013605968,0.00012833392,0.0003916136,0.000044288598,0.00015535235,0.000221776,0.00025945896,0.0009903613],"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":[0.00039083057,0.00021517837,0.0052908715,0.00018096218,0.0000979766,0.00019143813,0.00014083816,0.000002813239,0.0000040774967,0.000019530746,0.9680473,0.025418174],"study_design_scores_gemma":[0.0011304524,0.0005141555,0.43644375,0.0071587404,0.00005544574,0.00053989363,0.0031091482,0.00020137469,0.000011567883,0.00007167982,0.55054706,0.00021675165],"about_ca_topic_score_codex":0.000173065,"about_ca_topic_score_gemma":0.00012648753,"teacher_disagreement_score":0.6972466,"about_ca_system_score_codex":0.000564583,"about_ca_system_score_gemma":0.0035641983,"threshold_uncertainty_score":0.9997875},"labels":[],"label_agreement":null},{"id":"W6958918695","doi":"10.6084/m9.figshare.26602498","title":"Additional file 5 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Action (physics); Plan (archaeology); Action plan; Professional development","score_opus":0.04768631683770034,"score_gpt":0.41248757978055856,"score_spread":0.3648012629428582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958918695","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":[0.0034248158,0.030052207,0.0000015978709,0.00080799416,0.00015304977,0.008330641,0.95713514,0.000055945755,0.000038608432],"genre_scores_gemma":[0.03852269,0.00006219811,0.00071374245,0.0006666488,0.00007517005,0.01732541,0.94242036,0.000022147438,0.00019164666],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.997851,0.00012582204,0.00087657175,0.0003459497,0.00047094186,0.00032968438],"domain_scores_gemma":[0.99685425,0.0015305773,0.00021132732,0.00009352522,0.0011466742,0.00016367063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008653044,0.00015485164,0.000408315,0.0001377542,0.00013353971,0.000017794184,0.000035989833,0.00008836762,0.36368218],"category_scores_gemma":[0.0029159037,0.0001332926,0.0000369664,0.00022281724,0.00001218538,0.00014116212,0.00006124083,0.00012029171,0.000018509561],"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":[0.00007629142,0.00003197636,0.0001836935,0.45010355,0.000016906866,0.00000904969,0.0005352506,7.4268335e-8,8.000203e-8,0.000013672221,0.5321041,0.0169254],"study_design_scores_gemma":[0.00050974597,0.00004702315,0.013202265,0.8677158,0.000010807883,0.000019477116,0.0009853909,0.00013176481,0.000013402135,0.000009010273,0.11723285,0.00012246326],"about_ca_topic_score_codex":0.000003994854,"about_ca_topic_score_gemma":0.000059913687,"teacher_disagreement_score":0.41761222,"about_ca_system_score_codex":0.0005778749,"about_ca_system_score_gemma":0.0070604454,"threshold_uncertainty_score":0.9985686},"labels":[],"label_agreement":null},{"id":"W6968658274","doi":"10.5281/zenodo.14986861","title":"The Indian Knowledge System Based Graduate Learning: A comprehensive course for University Students","year":2023,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"","keywords":"Curriculum; Certificate; Capstone; Process (computing); Globalization; Capstone course; Qualitative research","score_opus":0.06222174458325059,"score_gpt":0.32545763235605113,"score_spread":0.26323588777280055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968658274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724106,0.0010492579,0.0003433536,0.0021324917,0.0037917523,0.009658975,0.0015290905,0.0056838454,0.10340065],"genre_scores_gemma":[0.9246145,0.0003486637,0.000028217146,0.00008421541,0.00029779892,2.7464506e-7,0.028143937,0.0022296049,0.04425281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976075,0.0004942912,0.0003017769,0.0004424134,0.000576212,0.0005777534],"domain_scores_gemma":[0.99690163,0.00019292416,0.0002321773,0.00037986317,0.0019065622,0.00038683988],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093040935,0.00022118402,0.00033702547,0.00027872212,0.0042163283,0.00030837813,0.0006675212,0.0001753892,0.0001794786],"category_scores_gemma":[0.0006308695,0.00020358563,0.00015813475,0.00066942937,0.000092919945,0.000051162137,0.00021752664,0.0006012519,0.0041022236],"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":[0.0051016156,0.00064016593,0.000120566576,0.007826306,0.0006296452,0.00041685803,0.0068632783,0.000050772524,0.00017319882,0.002116605,0.86843127,0.10762974],"study_design_scores_gemma":[0.0015911884,0.00043691936,0.008959923,0.0005370032,0.00013388331,0.00003172051,0.022101792,0.00043563492,0.000018294284,0.000006438546,0.9655579,0.00018930089],"about_ca_topic_score_codex":0.000035385976,"about_ca_topic_score_gemma":0.000006688906,"teacher_disagreement_score":0.107440434,"about_ca_system_score_codex":0.00046608836,"about_ca_system_score_gemma":0.00007111856,"threshold_uncertainty_score":0.99708},"labels":[],"label_agreement":null},{"id":"W6968826548","doi":"10.5281/zenodo.4776918","title":"BLACK MAGIC REVENGE INSTANT DEATH SPELLCASTERS/ POWERFUL SICKNESS SPELLS THAT WORK IMMEDIATELY TO PUNISH ENEMY CONTACT +2348141263228","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Spell; MAGIC (telescope); Curse; Wife; Afterlife; Nothing; Torture","score_opus":0.055286127662534774,"score_gpt":0.2790078968783763,"score_spread":0.22372176921584153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968826548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5194053,0.00050959055,0.00062217977,0.0060889698,0.00043655327,0.0010844829,0.00024360679,0.00040397025,0.47120532],"genre_scores_gemma":[0.9788946,0.0004762885,0.00031457498,0.0034816025,0.0003126406,1.594486e-8,0.0012450945,0.0011203283,0.014154868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685454,0.0004163669,0.0004475747,0.00066152035,0.00071053987,0.00090947264],"domain_scores_gemma":[0.9972581,0.00006994986,0.00012465524,0.0007363267,0.00079004606,0.0010208723],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092041784,0.00026704746,0.0004481527,0.0002529943,0.0003861266,0.00041702267,0.000456258,0.00012644615,0.030333618],"category_scores_gemma":[0.0008519238,0.00026944213,0.00012950208,0.0011062351,0.000093344235,0.00019192691,0.0007534296,0.0004664698,0.079789],"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":[0.002518705,0.001080928,0.0017922578,0.00087035133,0.00021812193,0.0039531384,0.0036165232,0.00002544672,0.0073146033,0.0036128422,0.9061438,0.068853274],"study_design_scores_gemma":[0.0011373152,0.00033653845,0.018238861,0.0002813277,0.000040136045,0.0004654498,0.0009833305,0.000021187985,0.0014679971,0.000053305856,0.9767064,0.00026818446],"about_ca_topic_score_codex":0.000020689413,"about_ca_topic_score_gemma":0.0000012692352,"teacher_disagreement_score":0.45948926,"about_ca_system_score_codex":0.00030692882,"about_ca_system_score_gemma":0.00004664744,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W6976374229","doi":"10.60692/q9xa9-8a615","title":"Recognising the importance and impact of Imaging Scientists: Global guidelines for establishing career paths within core facilities","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Blueprint; Core (optical fiber); Value (mathematics); Core competency; Career Pathways; Career development","score_opus":0.11035739039801219,"score_gpt":0.33490762273219854,"score_spread":0.22455023233418636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976374229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911467,0.00037956182,0.0045650178,0.00022001793,0.0008662498,0.0005594152,0.0012859099,0.00011221169,0.00086492527],"genre_scores_gemma":[0.9990001,7.0569297e-7,0.00050873467,0.00025509315,0.00008986535,0.000023595027,0.00005364229,0.0000052749056,0.00006302286],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99852806,0.000017110919,0.00079258595,0.00012667922,0.0002782146,0.0002573403],"domain_scores_gemma":[0.99880004,0.00002937781,0.0001917139,0.00018820845,0.0006789756,0.00011168983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013190348,0.00012936308,0.00024406546,0.00010577786,0.00013668396,0.00026309854,0.000058433874,0.000046241392,0.000004195082],"category_scores_gemma":[0.00030263717,0.00007461437,0.000112863956,0.00025566138,0.00005861959,0.00067283685,0.000028976276,0.00006381868,0.0000072583903],"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":[0.000119858225,6.6294706e-7,0.9586112,0.004451944,0.00004641609,0.0000074592153,0.028336331,0.000040474046,0.0000019063682,0.00030766265,0.0033334899,0.004742614],"study_design_scores_gemma":[0.0035007047,0.0003888034,0.34498525,0.016174395,0.00043898082,0.0034220258,0.3452685,0.27714184,0.0002022914,0.00017010015,0.007407675,0.0008994431],"about_ca_topic_score_codex":0.00013461037,"about_ca_topic_score_gemma":0.0000021367894,"teacher_disagreement_score":0.61362594,"about_ca_system_score_codex":0.00021847161,"about_ca_system_score_gemma":0.00027364833,"threshold_uncertainty_score":0.30426857},"labels":[],"label_agreement":null},{"id":"W6976430340","doi":"10.60692/s9726-m4v52","title":"What Makes International Global Health University Partnerships Higher-Value? An Examination of Partnership Types and Activities Favoured at Four East African Universities","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; University of Toronto","funders":"","keywords":"General partnership; Capacity building; Value (mathematics); Strategic partnership; Prestige; Focus group","score_opus":0.07415705671375389,"score_gpt":0.2734555381719799,"score_spread":0.19929848145822598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976430340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868008,0.000013190827,0.00020496237,0.0006697153,0.00056271045,0.00022629516,0.00012349336,0.00009365689,0.011305176],"genre_scores_gemma":[0.9985922,0.0000027823476,0.00008536878,0.00021775944,0.000117997304,0.0000013487892,0.00007084984,0.0000042516863,0.0009074234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987785,0.00017819983,0.00030963006,0.00013605563,0.00034845655,0.00024912448],"domain_scores_gemma":[0.99900436,0.0000129652835,0.00032359012,0.00017068771,0.0002445785,0.00024380829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048204113,0.00013288097,0.00026344066,0.00019513095,0.0001822747,0.00006038105,0.00008055583,0.00009314698,0.00002819257],"category_scores_gemma":[0.000008491038,0.00012482426,0.00004499377,0.00018294972,0.00014501797,0.0013686693,0.000050309784,0.000053837102,0.000027745196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006490973,0.00004539726,0.60448796,0.0035998842,0.00042444267,0.000042799653,0.33130085,0.000025521858,0.0000047388335,0.038293723,0.001453137,0.013830556],"study_design_scores_gemma":[0.0015922565,0.00039578354,0.615532,0.00045520955,0.00004701188,0.00009324763,0.37581697,0.0009906666,0.00005480721,0.0000032471664,0.004857517,0.00016131098],"about_ca_topic_score_codex":0.00003848177,"about_ca_topic_score_gemma":0.000012425717,"teacher_disagreement_score":0.044516113,"about_ca_system_score_codex":0.00084441976,"about_ca_system_score_gemma":0.00021301009,"threshold_uncertainty_score":0.5090186},"labels":[],"label_agreement":null},{"id":"W6976431396","doi":"10.60692/g6rwv-3cd35","title":"Addressing power asymmetries in global health: Imperatives in the wake of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Pandemic; Power (physics); Wake; Coronavirus disease 2019 (COVID-19); Global health; China","score_opus":0.11396636454008367,"score_gpt":0.35214660069004083,"score_spread":0.23818023614995715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976431396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926903,0.00015618725,0.0003913697,0.0029430983,0.00031226294,0.00048709288,0.00011150909,0.000027899292,0.0028802445],"genre_scores_gemma":[0.99080193,0.0000018184659,0.00002953086,0.009091815,0.000019276675,0.000021130823,0.0000147371875,0.0000023860184,0.0000173571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810535,0.00035256273,0.0008104683,0.000092332026,0.00035925792,0.0002800377],"domain_scores_gemma":[0.9991833,0.00004745065,0.00025511815,0.00028876655,0.00010934134,0.00011605509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324608,0.0001044548,0.000312608,0.00010979372,0.00010297803,0.000039845298,0.00009365763,0.00008318154,0.000010759237],"category_scores_gemma":[0.00038421332,0.000056881552,0.0000710966,0.0008441157,0.00004726571,0.00018535998,0.00003595437,0.00014784084,0.000016983748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007572166,0.000003844993,0.939126,0.0007233509,0.000005992465,0.0000072846515,0.059013058,0.000023502447,3.2039304e-7,0.0004291676,0.00029877262,0.00029294158],"study_design_scores_gemma":[0.0014125538,0.00003284401,0.9170606,0.00053918146,0.0000054589514,0.00043725717,0.07872972,0.00011612535,0.000018340395,0.0000050035733,0.0015804268,0.00006249416],"about_ca_topic_score_codex":0.00014256501,"about_ca_topic_score_gemma":0.00003077516,"teacher_disagreement_score":0.02206545,"about_ca_system_score_codex":0.0004896957,"about_ca_system_score_gemma":0.0010419287,"threshold_uncertainty_score":0.23195624},"labels":[],"label_agreement":null},{"id":"W6976462658","doi":"10.60692/0q7yv-dhb54","title":"The role and challenges of cluster randomised trials for global health","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; University of British Columbia; Hospital for Sick Children; University of Ottawa; McMaster University; Ottawa Hospital; Impact","funders":"","keywords":"Cluster (spacecraft); Popularity; Global health; Intervention (counseling); Cluster randomised controlled trial; Clinical trial; Global strategy; Public health","score_opus":0.08419068763488324,"score_gpt":0.31158706727126423,"score_spread":0.22739637963638099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976462658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.858347,0.02174997,0.023164943,0.039032698,0.0042513465,0.014522842,0.0014026129,0.00037485652,0.037153747],"genre_scores_gemma":[0.9988744,0.000055235116,0.00014844148,0.00069759315,0.00007824979,0.00008809779,0.000016288775,0.0000029742748,0.00003867953],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983475,0.00019453798,0.0009830535,0.00007578048,0.00017734502,0.00022176607],"domain_scores_gemma":[0.9988674,0.00011735194,0.00041595375,0.00018528276,0.00026561058,0.00014839348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002794799,0.00008514467,0.0005404039,0.000029786243,0.00011655058,0.000029505838,0.000028755832,0.00006402063,0.0000016420712],"category_scores_gemma":[0.00035885454,0.000049867005,0.00011992396,0.00006676555,0.00001922215,0.0000888472,0.000016874941,0.000030846328,0.000008871647],"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":[0.07208131,0.000040892563,0.16366994,0.0484036,0.0012191022,0.0000099755325,0.13369437,0.000032719876,0.0000030287647,0.04807633,0.0052657905,0.52750295],"study_design_scores_gemma":[0.2448491,0.0013067768,0.25553814,0.0041761734,0.0005311497,0.0012486087,0.29356343,0.008328665,0.0010666546,0.00026038868,0.18839502,0.00073590135],"about_ca_topic_score_codex":0.000004476088,"about_ca_topic_score_gemma":8.426982e-7,"teacher_disagreement_score":0.5267671,"about_ca_system_score_codex":0.00007320084,"about_ca_system_score_gemma":0.00025770513,"threshold_uncertainty_score":0.20335175},"labels":[],"label_agreement":null},{"id":"W6976640135","doi":"10.60692/xj5gx-bjx88","title":"Urgently seeking efficiency and sustainability of clinical trials in global health","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; SickKids Foundation; British Columbia Centre on Substance Use; University of British Columbia; Hospital for Sick Children; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Clinical trial; Global health; Context (archaeology); Clinical research; Sustainability; Public health; Scale (ratio)","score_opus":0.10010348715121724,"score_gpt":0.40568326362131485,"score_spread":0.3055797764700976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976640135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988571,0.000078438985,0.008310065,0.00062963506,0.0004641347,0.00063954084,0.00006581592,0.000037650236,0.0012037057],"genre_scores_gemma":[0.9991961,0.0000021725264,0.00009033668,0.00062230555,0.00004710497,0.000009991381,0.00001561609,0.0000021422745,0.000014198766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954401,0.0008484226,0.002992017,0.00014305665,0.00027627152,0.0003000949],"domain_scores_gemma":[0.9982649,0.00009881868,0.0007065668,0.00023921453,0.00040298293,0.00028752722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012199589,0.0000973365,0.0010472911,0.00009747646,0.000043756838,0.000020732054,0.000031309755,0.000115154784,0.000008378524],"category_scores_gemma":[0.0030929644,0.00007689429,0.0001459942,0.0003785867,0.000034817833,0.00014015693,0.000036595033,0.0001035319,0.000010847313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024404742,0.000010114855,0.98720473,0.0031069906,0.000010945809,0.000010956418,0.0042956127,0.00001277218,2.3771804e-8,0.00030565535,0.00006489037,0.004733257],"study_design_scores_gemma":[0.002619659,0.00011589614,0.9738415,0.00048646747,0.000017434413,0.00010816629,0.019365344,0.0029002842,0.000006218226,0.0000067222527,0.00046001768,0.00007227226],"about_ca_topic_score_codex":0.000066260545,"about_ca_topic_score_gemma":0.0000014619238,"teacher_disagreement_score":0.015069732,"about_ca_system_score_codex":0.00029959338,"about_ca_system_score_gemma":0.0014813171,"threshold_uncertainty_score":0.42281586},"labels":[],"label_agreement":null},{"id":"W6976699885","doi":"10.60692/kcqmj-w9p59","title":"Pediatric neuropathology practice in a low- and middle-income country: capacity building through institutional twinning","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Neuropathology; Multidisciplinary approach; Medical diagnosis; Multidisciplinary team; Institutional review board; Disease; MEDLINE","score_opus":0.036667560940719775,"score_gpt":0.2670436468787349,"score_spread":0.23037608593801512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976699885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99148226,0.00014731252,0.003162094,0.00018040139,0.000980831,0.00032186735,0.000051280404,0.0001733739,0.0035006078],"genre_scores_gemma":[0.9979022,0.0000056145054,0.0007619444,0.0010628907,0.00021054914,0.0000272903,0.0000134920265,0.000006802959,0.000009194906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857414,0.00008220866,0.000607892,0.0001622843,0.00026797692,0.0003054869],"domain_scores_gemma":[0.99945796,0.00005757825,0.00012144676,0.00013568885,0.000109687426,0.00011762177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000768406,0.000135274,0.00024624274,0.00033125238,0.00010007687,0.0000966386,0.00003726108,0.000119653545,0.0000040272535],"category_scores_gemma":[0.00026540062,0.00011339256,0.000032655367,0.00051088474,0.000037181067,0.0011615012,0.000034401593,0.00025543128,0.00013650717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036883593,0.000009665849,0.8962307,0.022575164,0.000031155414,0.0010263802,0.068758585,0.00022413387,0.0000012862864,0.010461168,0.000059090395,0.0002538483],"study_design_scores_gemma":[0.0041598864,0.00027184476,0.9161272,0.009126835,0.00026314825,0.019176837,0.012377716,0.025885373,0.000034055447,0.000021623178,0.0118848635,0.0006706186],"about_ca_topic_score_codex":0.00004740541,"about_ca_topic_score_gemma":2.3563312e-7,"teacher_disagreement_score":0.056380868,"about_ca_system_score_codex":0.00019391152,"about_ca_system_score_gemma":0.00019486171,"threshold_uncertainty_score":0.46240142},"labels":[],"label_agreement":null},{"id":"W6976700686","doi":"10.60692/axd8d-vaw50","title":"Urgently seeking efficiency and sustainability of clinical trials in global health","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; SickKids Foundation; British Columbia Centre on Substance Use; University of British Columbia; Hospital for Sick Children; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Clinical trial; Global health; Context (archaeology); Clinical research; Sustainability; Public health; Scale (ratio)","score_opus":0.10010348715121724,"score_gpt":0.40568326362131485,"score_spread":0.3055797764700976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976700686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988571,0.000078438985,0.008310065,0.00062963506,0.0004641347,0.00063954084,0.00006581592,0.000037650236,0.0012037057],"genre_scores_gemma":[0.9991961,0.0000021725264,0.00009033668,0.00062230555,0.00004710497,0.000009991381,0.00001561609,0.0000021422745,0.000014198766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954401,0.0008484226,0.002992017,0.00014305665,0.00027627152,0.0003000949],"domain_scores_gemma":[0.9982649,0.00009881868,0.0007065668,0.00023921453,0.00040298293,0.00028752722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012199589,0.0000973365,0.0010472911,0.00009747646,0.000043756838,0.000020732054,0.000031309755,0.000115154784,0.000008378524],"category_scores_gemma":[0.0030929644,0.00007689429,0.0001459942,0.0003785867,0.000034817833,0.00014015693,0.000036595033,0.0001035319,0.000010847313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024404742,0.000010114855,0.98720473,0.0031069906,0.000010945809,0.000010956418,0.0042956127,0.00001277218,2.3771804e-8,0.00030565535,0.00006489037,0.004733257],"study_design_scores_gemma":[0.002619659,0.00011589614,0.9738415,0.00048646747,0.000017434413,0.00010816629,0.019365344,0.0029002842,0.000006218226,0.0000067222527,0.00046001768,0.00007227226],"about_ca_topic_score_codex":0.000066260545,"about_ca_topic_score_gemma":0.0000014619238,"teacher_disagreement_score":0.015069732,"about_ca_system_score_codex":0.00029959338,"about_ca_system_score_gemma":0.0014813171,"threshold_uncertainty_score":0.42281586},"labels":[],"label_agreement":null},{"id":"W6976707612","doi":"10.6084/m9.figshare.11886411","title":"Global health electives: Ethical engagement in building global health capacity","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Stakeholder; Stakeholder engagement; Host (biology); Reciprocity (cultural anthropology); Perception","score_opus":0.11377115093511575,"score_gpt":0.41062738225386236,"score_spread":0.2968562313187466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976707612","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":[0.108678356,0.010598481,0.00031855007,0.4321543,0.0007183001,0.005566985,0.428039,0.00115945,0.012766569],"genre_scores_gemma":[0.85106665,0.000037906266,0.0007198793,0.13917048,0.0003086535,0.000068434114,0.0086110085,0.000012969139,0.000003996147],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969682,0.00039309644,0.0005724343,0.0005151694,0.0005057004,0.0010453847],"domain_scores_gemma":[0.99798673,0.00010647116,0.00016123054,0.00020646407,0.00009769102,0.0014414138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005100256,0.00022432033,0.0006321276,0.00003430983,0.00016376708,0.000022711616,0.00013459475,0.00023179188,0.0069674538],"category_scores_gemma":[0.002888984,0.00022097206,0.00012242091,0.00091193494,0.000012261941,0.00005847465,0.000105220184,0.00093845377,0.00039097425],"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":[0.00027990475,0.00017442006,0.020137537,0.002511989,0.000027493126,0.00012125329,0.00054414826,0.000032889497,0.0000020703017,0.0011612637,0.9517724,0.023234665],"study_design_scores_gemma":[0.0024497297,0.0013994628,0.61111385,0.0047542616,0.000007465114,0.000100590885,0.00031701743,0.0011759883,0.00001185491,0.0005326092,0.37776285,0.00037429165],"about_ca_topic_score_codex":0.00075661077,"about_ca_topic_score_gemma":0.0003584608,"teacher_disagreement_score":0.7423883,"about_ca_system_score_codex":0.0022803778,"about_ca_system_score_gemma":0.002879989,"threshold_uncertainty_score":0.9939403},"labels":[],"label_agreement":null},{"id":"W6976769745","doi":"10.6084/m9.figshare.26602498.v1","title":"Additional file 5 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Action (physics); Plan (archaeology); Action plan; Professional development","score_opus":0.04768631683770034,"score_gpt":0.41248757978055856,"score_spread":0.3648012629428582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976769745","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":[0.0034248158,0.030052207,0.0000015978709,0.00080799416,0.00015304977,0.008330641,0.95713514,0.000055945755,0.000038608432],"genre_scores_gemma":[0.03852269,0.00006219811,0.00071374245,0.0006666488,0.00007517005,0.01732541,0.94242036,0.000022147438,0.00019164666],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.997851,0.00012582204,0.00087657175,0.0003459497,0.00047094186,0.00032968438],"domain_scores_gemma":[0.99685425,0.0015305773,0.00021132732,0.00009352522,0.0011466742,0.00016367063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008653044,0.00015485164,0.000408315,0.0001377542,0.00013353971,0.000017794184,0.000035989833,0.00008836762,0.36368218],"category_scores_gemma":[0.0029159037,0.0001332926,0.0000369664,0.00022281724,0.00001218538,0.00014116212,0.00006124083,0.00012029171,0.000018509561],"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":[0.00007629142,0.00003197636,0.0001836935,0.45010355,0.000016906866,0.00000904969,0.0005352506,7.4268335e-8,8.000203e-8,0.000013672221,0.5321041,0.0169254],"study_design_scores_gemma":[0.00050974597,0.00004702315,0.013202265,0.8677158,0.000010807883,0.000019477116,0.0009853909,0.00013176481,0.000013402135,0.000009010273,0.11723285,0.00012246326],"about_ca_topic_score_codex":0.000003994854,"about_ca_topic_score_gemma":0.000059913687,"teacher_disagreement_score":0.41761222,"about_ca_system_score_codex":0.0005778749,"about_ca_system_score_gemma":0.0070604454,"threshold_uncertainty_score":0.9985686},"labels":[],"label_agreement":null},{"id":"W6976952833","doi":"10.60692/7aek4-eh150","title":"Reciprocity in international interuniversity global health partnerships","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Public Health Ontario; University of Toronto","funders":"","keywords":"Reciprocity (cultural anthropology); Reciprocal; Global health; Equivalence (formal languages); Focus group","score_opus":0.05366993399513994,"score_gpt":0.2786259756790443,"score_spread":0.22495604168390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976952833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96210164,0.0000034645534,0.0007141237,0.0010408631,0.001023152,0.00047338498,0.00007114478,0.000105738,0.034466483],"genre_scores_gemma":[0.99783367,3.5424787e-7,0.0001143269,0.0017569135,0.000043286964,0.00000535383,0.000049953,0.0000025159302,0.00019364532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987534,0.00005299958,0.00048706654,0.00012015453,0.00029243305,0.00029392669],"domain_scores_gemma":[0.9992882,0.000004535698,0.00019161125,0.00019479687,0.000116748175,0.00020411753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054830755,0.00010276225,0.00026219056,0.00016122455,0.000036402453,0.0000286772,0.00008862497,0.000084124884,0.0000696226],"category_scores_gemma":[0.00002216131,0.000091419526,0.000064697764,0.00022867208,0.000012317183,0.00040676008,0.000044120025,0.00011636906,0.0015136176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032373727,0.0000032702071,0.9893693,0.00039643105,0.000012495454,0.000005027364,0.0080183465,0.000006893604,3.4025653e-8,0.00053146185,0.00041632788,0.00091667514],"study_design_scores_gemma":[0.0023109904,0.00009151434,0.9723263,0.00049439573,0.0000047125295,0.000097033946,0.01581934,0.0016115287,0.0000049004934,0.0000018396498,0.0071252906,0.00011216687],"about_ca_topic_score_codex":0.00006447107,"about_ca_topic_score_gemma":0.0000031217992,"teacher_disagreement_score":0.035732,"about_ca_system_score_codex":0.001140023,"about_ca_system_score_gemma":0.00021157964,"threshold_uncertainty_score":0.9992638},"labels":[],"label_agreement":null},{"id":"W6976995869","doi":"10.60692/z5x0t-qt832","title":"Sub-Saharan Africa preparedness and response to the COVID-19 pandemic: A perspective of early career African scientists","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"Preparedness; Psychological intervention; Public health; Pandemic; Perspective (graphical); Outbreak; Global health; Case fatality rate","score_opus":0.08590771903512584,"score_gpt":0.28880469932260383,"score_spread":0.202896980287478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976995869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935041,0.000043391257,0.0014702962,0.0022694017,0.00012689497,0.00091650494,0.0002566984,0.000100861726,0.0013118616],"genre_scores_gemma":[0.99788576,3.7551754e-7,0.000032163014,0.0019371057,0.00004108952,0.000053579788,0.0000041682706,0.0000056070467,0.000040152005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855405,0.00015622772,0.00045182774,0.00016308983,0.00040915376,0.000265648],"domain_scores_gemma":[0.998519,0.000043001928,0.00017545818,0.0002477254,0.00035413544,0.000660687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010118171,0.000119264296,0.00028142167,0.00016734385,0.00013712118,0.000052630738,0.00009965095,0.000063467225,0.00000610603],"category_scores_gemma":[0.0005931111,0.00007855847,0.000058153633,0.0005335259,0.000065751876,0.00016837164,0.000059962345,0.000083540814,0.00008681615],"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":[0.0064029507,0.0000023758741,0.16255073,0.0006793352,0.00003404213,0.000011705209,0.82720053,0.000017803577,0.000018396897,0.00007057805,0.0028889647,0.00012259568],"study_design_scores_gemma":[0.005555802,0.0014045816,0.4743707,0.00047368437,0.00018522439,0.0006200134,0.46118218,0.0011931353,0.00017771134,0.0000033462882,0.054328043,0.00050558563],"about_ca_topic_score_codex":0.00009995777,"about_ca_topic_score_gemma":0.0000012854473,"teacher_disagreement_score":0.36601833,"about_ca_system_score_codex":0.000375515,"about_ca_system_score_gemma":0.00043894618,"threshold_uncertainty_score":0.32035217},"labels":[],"label_agreement":null},{"id":"W6976997331","doi":"10.60692/ntf7c-7j817","title":"A Pilot Comparison of Standardized Online Surgical Curricula for Use in Low- and Middle-Income Countries","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Curriculum; Likert scale; Computer-assisted web interviewing; The Internet; Scale (ratio); Economic shortage; Survey instrument; MEDLINE","score_opus":0.05362674586210248,"score_gpt":0.2960819999103831,"score_spread":0.2424552540482806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976997331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996223,0.000017069733,0.0023490626,0.000048379305,0.00018417709,0.000649801,0.00034647636,0.000046200494,0.00013584139],"genre_scores_gemma":[0.9992046,6.0679037e-7,0.00053348864,0.00010180368,0.000043495267,0.00002883792,0.000066184046,0.000005366692,0.000015633308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842596,0.000055525215,0.0009257005,0.00009160978,0.0002607884,0.00024042162],"domain_scores_gemma":[0.99908006,0.000080049766,0.0002670931,0.00016130343,0.0002625128,0.00014899478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543002,0.000119083554,0.000573139,0.00020169785,0.00004291871,0.000032477936,0.000032917073,0.00006543512,0.0000035063717],"category_scores_gemma":[0.000101347854,0.00008857141,0.000053687763,0.0001268947,0.00004022722,0.00023902942,0.000017545879,0.00007050703,0.00001037654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019488563,0.000010442374,0.9876457,0.0062972275,0.0000115073435,0.0000019669083,0.0036496494,0.000016743432,7.854155e-8,0.00028828462,0.000032008047,0.00009753255],"study_design_scores_gemma":[0.024231814,0.0012625442,0.89533114,0.011889482,0.00009008453,0.00015988536,0.0066705807,0.055168785,0.00016580279,0.0000024989065,0.0046728784,0.00035450485],"about_ca_topic_score_codex":0.000031740896,"about_ca_topic_score_gemma":0.0000031059603,"teacher_disagreement_score":0.09231456,"about_ca_system_score_codex":0.00007702076,"about_ca_system_score_gemma":0.00005443067,"threshold_uncertainty_score":0.3611837},"labels":[],"label_agreement":null},{"id":"W6977009411","doi":"10.6084/m9.figshare.17119979.v1","title":"Additional file 1 of Global health diplomacy in Mexico: insights from key actors in the field","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Field (mathematics); Diplomacy; Key (lock); Global health","score_opus":0.02812991565426142,"score_gpt":0.32756171125441463,"score_spread":0.2994317956001532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977009411","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":[0.002386346,0.0005328367,3.495187e-8,0.001426408,0.000025098327,0.00013235337,0.98444635,0.0000100476445,0.011040517],"genre_scores_gemma":[0.13647811,0.000004937796,0.000059808488,0.01247008,0.00008824932,0.0001399517,0.8507167,0.000003840107,0.000038295697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903905,0.00008818038,0.00026438848,0.00015588921,0.00023683334,0.00021564467],"domain_scores_gemma":[0.9973122,0.0022564474,0.00007315321,0.00018440546,0.000060319133,0.00011346585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002154705,0.00007865482,0.00022191089,0.000026407051,0.000023736453,0.0000063278835,0.00007513143,0.00007885077,0.95294195],"category_scores_gemma":[0.004935226,0.000059461738,0.00006196315,0.00038716843,0.000003869858,0.00004173074,0.000034060744,0.00018135713,0.00036285294],"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":[0.000027043581,0.00010290946,0.0009570025,0.000084619634,0.000003876278,0.0001477857,0.000093063245,4.0005426e-7,2.6957795e-7,0.000029661078,0.9974621,0.0010912813],"study_design_scores_gemma":[0.00022835033,0.000042097436,0.34656376,0.0028663469,8.4332885e-7,0.000007817575,0.0001264472,0.000015819982,0.000010333078,0.00035916668,0.6497396,0.00003942178],"about_ca_topic_score_codex":0.00018938525,"about_ca_topic_score_gemma":0.0011736859,"teacher_disagreement_score":0.9525791,"about_ca_system_score_codex":0.000104320876,"about_ca_system_score_gemma":0.0010038639,"threshold_uncertainty_score":0.5908283},"labels":[],"label_agreement":null},{"id":"W6977016174","doi":"10.60692/9m5t2-79743","title":"Building Surgical Research Capacity Globally: Efficacy of a Clinical Research Course for Surgeons in Low-Resource Settings","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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":"McMaster University","funders":"","keywords":"General partnership; Clinical research; Health care; Capacity building; Outcomes research; MEDLINE; Developing country; Health services research","score_opus":0.25567863771050653,"score_gpt":0.46348376452568024,"score_spread":0.2078051268151737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977016174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966235,0.000007867566,0.00016655413,0.0010385443,0.00032506135,0.0016118829,0.00015274255,0.00005481207,0.006980169],"genre_scores_gemma":[0.9991437,7.458216e-7,0.0003364048,0.00007910202,0.00022060302,0.0000903405,0.000019885547,0.000012826446,0.00009635972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945041,0.0006824828,0.0019458141,0.0003041309,0.0014697036,0.0010937499],"domain_scores_gemma":[0.99557316,0.0007889756,0.000554057,0.0010157934,0.0015238279,0.00054419914],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030780733,0.00016550503,0.00082489976,0.000515426,0.0006076325,0.00016566165,0.0004169144,0.0003718656,0.000009409536],"category_scores_gemma":[0.004325611,0.00013624059,0.00025167977,0.00038786797,0.0004079398,0.00035119941,0.00020828917,0.0007526398,0.00010945115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030181122,0.000056094654,0.9799803,0.0028050395,0.000043433654,0.00005359977,0.004994005,0.000013482121,7.6121347e-7,0.0021252325,0.003426257,0.0034837192],"study_design_scores_gemma":[0.009059172,0.000324248,0.9593471,0.0037901627,0.000024614243,0.0001185167,0.005662408,0.0036054917,0.00011669031,0.000010920141,0.017739918,0.00020073909],"about_ca_topic_score_codex":0.00025982456,"about_ca_topic_score_gemma":0.000004019474,"teacher_disagreement_score":0.026455123,"about_ca_system_score_codex":0.00024824915,"about_ca_system_score_gemma":0.00062190084,"threshold_uncertainty_score":0.9980152},"labels":[],"label_agreement":null},{"id":"W6977084833","doi":"10.60692/ff79v-a8x08","title":"Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health and Surgery","field":"Medicine","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; Trent University","funders":"","keywords":"Guideline; Checklist; Thematic analysis; Host (biology); Health care; Process (computing); Perspective (graphical)","score_opus":0.07750604990541535,"score_gpt":0.3241433191477614,"score_spread":0.24663726924234605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977084833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812278,0.00024396142,0.005929331,0.005651676,0.0015832975,0.0013380733,0.0017450394,0.0003441847,0.0019366008],"genre_scores_gemma":[0.99541414,0.000002101778,0.00036795498,0.0031163662,0.0003448078,0.00029377747,0.00023046596,0.000009762758,0.00022061313],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979205,0.000048860627,0.00080492505,0.00014910831,0.0007813832,0.00029518534],"domain_scores_gemma":[0.9986602,0.00003808307,0.00014428272,0.00025302582,0.0005851439,0.00031928398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007192278,0.00014063242,0.000330321,0.00016596758,0.00037243127,0.000042812528,0.00011005151,0.00009029983,0.0004752128],"category_scores_gemma":[0.00033552005,0.000108720924,0.00011944775,0.00012870278,0.000031573072,0.00019742921,0.000067267676,0.0001294062,0.0001092904],"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":[0.002545318,0.000025238556,0.71625876,0.0020401336,0.00023832881,0.00007277938,0.17845957,0.000022660019,0.0000033003428,0.0015853423,0.0969,0.0018485704],"study_design_scores_gemma":[0.006552656,0.00054556906,0.22754562,0.0013204614,0.00022110074,0.0007305777,0.5266737,0.009818576,0.00012922686,0.0000073403044,0.22577024,0.00068497355],"about_ca_topic_score_codex":0.000029229092,"about_ca_topic_score_gemma":2.7770656e-7,"teacher_disagreement_score":0.48871315,"about_ca_system_score_codex":0.0002536485,"about_ca_system_score_gemma":0.00037074828,"threshold_uncertainty_score":0.52032465},"labels":[],"label_agreement":null},{"id":"W6977095353","doi":"10.6084/m9.figshare.26575595.v1","title":"Additional file 1 of Student-led interprofessional global health course: learning impacts during a global crisis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Public health; Health care; Global network; Global South; MEDLINE","score_opus":0.022818891507857944,"score_gpt":0.39041116202778287,"score_spread":0.36759227051992494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977095353","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":[0.0032013902,0.0014213672,2.433789e-7,0.0009264447,0.00018287328,0.00022901937,0.991239,0.0001649142,0.0026347556],"genre_scores_gemma":[0.2366321,0.000005069091,0.0000940005,0.0009098362,0.0002875845,0.00019251804,0.761434,0.000012869783,0.00043199942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981257,0.000071528724,0.00039934393,0.0003021104,0.0005654833,0.0005358617],"domain_scores_gemma":[0.9986395,0.00040816522,0.00012758598,0.00014418404,0.00015323648,0.00052729604],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006517409,0.0001763701,0.00035976683,0.000045590867,0.00012137779,0.000029489935,0.00009611993,0.000112755515,0.9775357],"category_scores_gemma":[0.0011776487,0.00015446998,0.00019418054,0.00043821632,0.000009837627,0.00010124946,0.00012016873,0.0003128962,0.0026254915],"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":[0.000119194825,0.000109029024,0.00080571463,0.0015359129,0.00006677672,0.00018762387,0.000045868455,0.0000029220187,5.752067e-7,0.000010348251,0.9951476,0.0019684567],"study_design_scores_gemma":[0.0004414827,0.00024127454,0.41278946,0.035196993,0.000016631653,0.0003359103,0.00054931175,0.00018985425,0.0000022173651,0.000033277713,0.5500464,0.00015717145],"about_ca_topic_score_codex":0.000030957908,"about_ca_topic_score_gemma":0.000028910046,"teacher_disagreement_score":0.9749102,"about_ca_system_score_codex":0.0006078725,"about_ca_system_score_gemma":0.0027776833,"threshold_uncertainty_score":0.99815106},"labels":[],"label_agreement":null},{"id":"W6977107846","doi":"10.6084/m9.figshare.12051363","title":"Additional file 1 of A critical review of representation in the development of global oncology curricula and the influence of neocolonialism","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Princess Margaret Cancer Centre","funders":"","keywords":"Neocolonialism; Representation (politics); Curriculum; MEDLINE; Surgical oncology; Development (topology)","score_opus":0.06460654327853141,"score_gpt":0.3866436179439871,"score_spread":0.3220370746654557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977107846","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":[0.005094639,0.0014738846,1.3797957e-7,0.0039786003,0.0000054010284,0.0005187724,0.9877041,0.0000022072495,0.0012222483],"genre_scores_gemma":[0.6050425,0.00013344128,0.0015569951,0.01224719,0.00006781673,0.001248034,0.37969393,0.0000054827424,0.000004605747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914044,0.00011504424,0.00040474776,0.00007037331,0.00019699587,0.00007240317],"domain_scores_gemma":[0.99750686,0.0019828863,0.00016181395,0.00007521207,0.00023178545,0.00004146117],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011138474,0.000039308037,0.0002593892,0.00000804946,0.000010743422,5.495681e-7,0.00005906256,0.00003520157,0.29482916],"category_scores_gemma":[0.017291758,0.000023166114,0.000038744794,0.00022462365,0.000055817727,0.000018925655,0.00003492397,0.000060049686,0.000008938952],"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":[0.00008932739,0.000051835155,0.00011637222,0.0064202333,0.0000040689183,0.0000051914367,0.00030389655,7.983802e-7,0.0000018952576,0.00008668567,0.99112827,0.0017914362],"study_design_scores_gemma":[0.0012119039,0.00026998852,0.45256224,0.07098588,0.000036109745,0.000054881246,0.00034146756,0.00007589325,0.000051555577,0.0001707412,0.474168,0.00007133255],"about_ca_topic_score_codex":0.000010061466,"about_ca_topic_score_gemma":0.0000056708445,"teacher_disagreement_score":0.6080102,"about_ca_system_score_codex":0.00001584587,"about_ca_system_score_gemma":0.00041832417,"threshold_uncertainty_score":0.990986},"labels":[],"label_agreement":null},{"id":"W6977208750","doi":"10.6084/m9.figshare.19204295.v1","title":"Additional file 1 of Guidelines for short-term medical missions: perspectives from host countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Trent University","funders":"","keywords":"Host (biology); MEDLINE; Government (linguistics); Work (physics)","score_opus":0.09051592844707401,"score_gpt":0.370486948391215,"score_spread":0.279971019944141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977208750","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":[0.00010515905,0.0010700639,2.3855225e-7,0.0021345546,0.000051468513,0.00024001417,0.99548817,0.00003310757,0.0008772526],"genre_scores_gemma":[0.0009694099,0.0000074579584,0.0004902872,0.0024820494,0.00047069616,0.0017927274,0.9928904,0.000011387728,0.00088553963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987914,0.000021451864,0.00027377368,0.0001793886,0.000544053,0.00018992915],"domain_scores_gemma":[0.9966531,0.0023651228,0.000066424625,0.00013541791,0.00054430316,0.00023562378],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047779467,0.00008270301,0.00021558115,0.000046773206,0.00015092119,0.000004232485,0.00009166195,0.000060580387,0.9990635],"category_scores_gemma":[0.021946019,0.00007232989,0.00011672796,0.00008414613,0.000013855216,0.000028610977,0.0000767644,0.00012858122,0.00018710575],"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":[0.00010411401,0.000064414155,0.000024606248,0.000108449865,0.000018362243,0.000029348686,0.00006731406,1.9586558e-7,0.0000016853005,0.000006475703,0.9989787,0.000596351],"study_design_scores_gemma":[0.00021641851,0.0000993988,0.0055336608,0.0018860375,0.0000073240494,0.000024961082,0.000777216,0.00013468052,0.000008462239,0.000024479437,0.991221,0.00006635048],"about_ca_topic_score_codex":0.000010399529,"about_ca_topic_score_gemma":0.0000056841736,"teacher_disagreement_score":0.9988764,"about_ca_system_score_codex":0.000062824016,"about_ca_system_score_gemma":0.0009876387,"threshold_uncertainty_score":0.98629254},"labels":[],"label_agreement":null},{"id":"W6977239404","doi":"10.6084/m9.figshare.26602483.v1","title":"Additional file 1 of Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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; Université de Montréal","funders":"","keywords":"Sustainability; Health professionals; Health care; Systematic review; Continuing professional development; Professional development; Professional standards","score_opus":0.04848594732746516,"score_gpt":0.4129074930498071,"score_spread":0.364421545722342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977239404","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":[0.0033680971,0.029554183,0.0000015695394,0.00080042996,0.0001513913,0.008240086,0.95779073,0.000055359797,0.00003815875],"genre_scores_gemma":[0.037483755,0.000061108716,0.00071616226,0.0006623259,0.00007464848,0.017499382,0.9432887,0.00002202458,0.00019191152],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978516,0.00012584851,0.0008760003,0.00034601,0.00047086188,0.00032968074],"domain_scores_gemma":[0.99684113,0.0015414979,0.0002113127,0.00009363197,0.001148708,0.00016368857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008646798,0.00015484796,0.00040813896,0.00013774351,0.00013348799,0.00001776202,0.000035998015,0.00008836402,0.37194836],"category_scores_gemma":[0.0029414315,0.00013329777,0.00003696175,0.00022285031,0.000012182746,0.00014105321,0.00006125584,0.00012030366,0.000018770144],"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":[0.00007553229,0.000031673073,0.0001819471,0.4436188,0.000016759377,0.000008848679,0.00052998494,7.365725e-8,7.961871e-8,0.00001320364,0.5389705,0.016552627],"study_design_scores_gemma":[0.0005046735,0.000046834575,0.0130071845,0.86537087,0.000010794113,0.000019415773,0.0009841792,0.00013169525,0.000013277496,0.000008931719,0.11978,0.00012214015],"about_ca_topic_score_codex":0.00000395654,"about_ca_topic_score_gemma":0.000059186157,"teacher_disagreement_score":0.4217521,"about_ca_system_score_codex":0.0005777211,"about_ca_system_score_gemma":0.0070727924,"threshold_uncertainty_score":0.9985562},"labels":[],"label_agreement":null},{"id":"W6977239954","doi":"10.6084/m9.figshare.16986513","title":"Additional file 1 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Anesthesiology; Qualitative research; MEDLINE; Accreditation; Competence (human resources)","score_opus":0.1626497354269117,"score_gpt":0.427100267909356,"score_spread":0.2644505324824443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977239954","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":[0.0011273642,0.00023144588,0.0000012974597,0.00092841405,0.00003429127,0.00020864552,0.9937844,0.000009542775,0.0036745844],"genre_scores_gemma":[0.054550674,0.0000034289058,0.0028669157,0.000295349,0.00008565888,0.00049359916,0.94141096,0.00000968706,0.00028373013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998495,0.00009624193,0.00057793234,0.00020064357,0.00041802012,0.00021217443],"domain_scores_gemma":[0.9941078,0.004188039,0.00026837215,0.000119632845,0.0012174391,0.00009872236],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014944306,0.00009937264,0.0004953201,0.00011209649,0.0000289313,0.0000029325975,0.00008549814,0.00011042199,0.9249651],"category_scores_gemma":[0.016116321,0.00009729093,0.00014050513,0.00017539781,0.000029054872,0.000045554247,0.000028656777,0.00012055242,0.00002174798],"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":[0.00036777047,0.00016824753,0.00028910208,0.00057079404,0.00002740224,0.000029886332,0.0020070423,0.0000029306646,0.0000024992885,0.00017566128,0.9949537,0.0014049963],"study_design_scores_gemma":[0.000935618,0.00036750105,0.07219609,0.007242189,0.0000063387906,0.000039858773,0.005408285,0.00020577635,0.00006553115,0.00064294465,0.9127905,0.00009940418],"about_ca_topic_score_codex":0.000015594238,"about_ca_topic_score_gemma":0.00019576812,"teacher_disagreement_score":0.9249433,"about_ca_system_score_codex":0.00010293551,"about_ca_system_score_gemma":0.0026611008,"threshold_uncertainty_score":0.99217135},"labels":[],"label_agreement":null},{"id":"W6977265828","doi":"10.6084/m9.figshare.29526640.v1","title":"Additional file 1 of A scoping review of the roles, challenges, and strategies for enhancing the performance of community health workers in the response against COVID-19 in low- and middle-income countries","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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 Waterloo","funders":"","keywords":"Work (physics); Health care; Community health workers; Community health; Quality (philosophy); Government (linguistics)","score_opus":0.06762208318991945,"score_gpt":0.3496465061872764,"score_spread":0.2820244229973569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977265828","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":[0.06062469,0.124103785,9.3322605e-8,0.005687392,0.000012311501,0.0017733828,0.8075188,0.000005525313,0.00027402816],"genre_scores_gemma":[0.86987096,0.029484924,0.00005075885,0.023338804,0.000026446029,0.0018080279,0.07536981,0.000012542852,0.00003773022],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.998799,0.0004596632,0.00039826642,0.000065815,0.00013322098,0.00014402543],"domain_scores_gemma":[0.99125355,0.008196183,0.00021329959,0.00022031854,0.00008083744,0.000035834768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012218192,0.00007039163,0.00029877032,0.000052466738,0.000118067925,0.000003986982,0.0001114955,0.000038201746,0.007917193],"category_scores_gemma":[0.0062272064,0.00003978631,0.00003302369,0.00019292292,0.00005807978,0.000041860396,0.00005473812,0.00019660215,3.642171e-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":[0.0009965794,0.00006852117,0.00053105317,0.5467366,0.000014496795,0.0000013148224,0.0033955723,0.000010571499,6.97463e-7,0.00004963893,0.44681275,0.0013822273],"study_design_scores_gemma":[0.0003855889,0.00011151904,0.090899095,0.88395077,0.0000039410106,0.000004169127,0.0067238593,0.000038476926,0.000006074237,0.000023642127,0.017816324,0.000036508623],"about_ca_topic_score_codex":0.00007273251,"about_ca_topic_score_gemma":0.0037127938,"teacher_disagreement_score":0.80924624,"about_ca_system_score_codex":0.00005953282,"about_ca_system_score_gemma":0.0026285483,"threshold_uncertainty_score":0.9929897},"labels":[],"label_agreement":null},{"id":"W6979840816","doi":"","title":"AmÃ©lioration des caractÃ©ristiques analogiques et du rendement de fabrication du capteur MAR","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Global Health and Surgery","field":"Medicine","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":"Fabrication; Process (computing); Limiting; Welding","score_opus":0.004006971389246299,"score_gpt":0.17952179875958396,"score_spread":0.17551482737033766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979840816","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":[0.039946694,0.0055340305,0.00038730082,0.009485631,0.0005412172,0.0005340456,0.0009796638,0.000026712662,0.9425647],"genre_scores_gemma":[0.89855593,0.023854598,0.0017146801,0.008255528,0.0007042976,0.000031519925,0.00024311659,0.00009749904,0.06654282],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641705,0.00041494693,0.0006225899,0.00042031266,0.0014370818,0.0006879948],"domain_scores_gemma":[0.99814713,0.00039095225,0.00039275995,0.00027989186,0.0000025639038,0.0007867188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006620055,0.00041452257,0.00059528335,0.000072115654,0.00021623923,0.00003228352,0.00016976918,0.00013743146,0.0009884704],"category_scores_gemma":[0.00002862295,0.00041150022,0.00006645641,0.00012245934,0.0001866122,0.00021295925,0.000065879096,0.0003083842,3.630107e-8],"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":[0.002101447,0.00028802746,0.614658,0.0032223566,0.00044525426,0.0010366138,0.0007246901,0.00013293444,0.0022489934,0.11073253,0.088546865,0.17586227],"study_design_scores_gemma":[0.00040099767,0.00021890858,0.400058,0.0010996524,0.00013178818,0.000039274873,0.0010634201,0.0012608807,0.0029145286,0.0006956011,0.59174323,0.00037372063],"about_ca_topic_score_codex":0.06287292,"about_ca_topic_score_gemma":0.17992355,"teacher_disagreement_score":0.87602186,"about_ca_system_score_codex":0.000102303726,"about_ca_system_score_gemma":0.006492292,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W6981279538","doi":"","title":"From the Editor, Special Issue: Canada and the United States in the Age of Trump","year":2019,"lang":"en","type":"article","venue":"Journal of international women's studies","topic":"Global Health and Surgery","field":"Medicine","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); Agency (philosophy); State (computer science); Field (mathematics); Politics","score_opus":0.010815784333570135,"score_gpt":0.28557838783104544,"score_spread":0.27476260349747533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981279538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95564085,0.00074670964,3.4905412e-7,0.037538115,0.005222054,0.00010510608,0.000023656286,6.90525e-7,0.00072243874],"genre_scores_gemma":[0.9765874,0.0022388268,0.000010603908,0.0089267315,0.011787948,0.000003674077,0.000008038396,0.0000036381039,0.00043309797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987611,0.000100130004,0.0003909349,0.00005090353,0.00056824024,0.00012866397],"domain_scores_gemma":[0.99767935,0.0016794465,0.0002330117,0.0000756956,0.0003011574,0.00003133104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009012293,0.000069461385,0.00027414152,0.000054737236,0.000043795073,0.000011395848,0.00016432504,0.000015927297,0.000112009955],"category_scores_gemma":[0.0005705216,0.000027032336,0.00004286469,0.000111568705,0.0001234359,0.00003458242,0.000039414685,0.00021757657,0.0000015086365],"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":[0.003089008,0.00010413767,0.17946695,0.00005400867,0.00094962056,0.00016771563,0.03061087,0.00005677534,0.000015842303,0.0006943319,0.78412443,0.0006662889],"study_design_scores_gemma":[0.002934864,0.00015809787,0.1885709,0.00019518446,0.000032899647,0.000041560153,0.098246,0.000036151014,0.0000071339327,0.002120753,0.70760953,0.000046942812],"about_ca_topic_score_codex":0.02659268,"about_ca_topic_score_gemma":0.016409742,"teacher_disagreement_score":0.076514944,"about_ca_system_score_codex":0.00017044877,"about_ca_system_score_gemma":0.00017401196,"threshold_uncertainty_score":0.97988933},"labels":[],"label_agreement":null},{"id":"W6981315617","doi":"","title":"Ecosystemic worldview in Russian fairy tales","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Global Health and Surgery","field":"Medicine","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":"Strong; McGill University","keywords":"Anthropocentrism; Mythology; Focus (optics); Perspective (graphical); Russian literature; The Symbolic; Character (mathematics)","score_opus":0.01497162334984771,"score_gpt":0.2723125109298245,"score_spread":0.2573408875799768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981315617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77088404,0.0028135576,3.202933e-8,0.000099624805,0.0023854158,0.0012600833,0.00043576318,0.0002562037,0.22186527],"genre_scores_gemma":[0.98258036,0.0013007538,0.00017659581,0.001414249,0.00016588111,0.00024353013,0.0027440444,0.00023855748,0.011136029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936858,0.0005284605,0.0019109857,0.001321229,0.0010292674,0.0015242558],"domain_scores_gemma":[0.996351,0.0003126558,0.0007333237,0.0012741202,0.0002418442,0.0010870639],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019528066,0.0009861602,0.0020628863,0.001024166,0.0004920002,0.000047436515,0.0005362352,0.0013264868,0.0004281475],"category_scores_gemma":[0.0013900945,0.0009619727,0.0006238242,0.00097647,0.00004582378,0.0003236275,0.00010025023,0.002439661,0.0016479822],"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":[0.0047280025,0.0015442788,0.006954315,0.0377848,0.00061742275,0.0028607515,0.000029705365,0.000010309416,0.0052674077,0.2096525,0.00045868644,0.7300918],"study_design_scores_gemma":[0.0065642283,0.0009339897,0.07365394,0.031196894,0.0008640297,0.0006239635,0.00074458204,0.000070826514,0.0056535536,0.018222589,0.8578864,0.0035850166],"about_ca_topic_score_codex":0.0007222409,"about_ca_topic_score_gemma":0.01248979,"teacher_disagreement_score":0.8574277,"about_ca_system_score_codex":0.0013527571,"about_ca_system_score_gemma":0.0002932042,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W6982635304","doi":"","title":"International Linkage of National Climate Change Policies","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Global Health and Surgery","field":"Medicine","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":"Greenhouse gas; Climate change; Linkage (software); Clean Development Mechanism; Emissions trading; Politics; Global warming","score_opus":0.05417946216197845,"score_gpt":0.31377695845061687,"score_spread":0.25959749628863843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982635304","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":[0.4711095,0.00040939244,0.00001071057,0.0016654861,0.000979537,0.0002678572,0.00014348267,0.00007932337,0.5253347],"genre_scores_gemma":[0.99182296,0.0002408491,0.0007911811,0.00603052,0.0006142447,0.000025863086,0.000051439387,0.000011698164,0.00041126943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988509,0.000022537495,0.00029543586,0.00014324678,0.00039275718,0.00029516983],"domain_scores_gemma":[0.99923277,0.000036117388,0.000094999945,0.00014284984,0.00024973924,0.00024353352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031909594,0.00009483274,0.00019807064,0.000095826515,0.00005057033,0.000006590209,0.0001007824,0.000083316765,0.0012552064],"category_scores_gemma":[0.00012631134,0.0000849788,0.00009018904,0.00011181009,0.00007237934,0.00013695867,0.000051140312,0.000144245,0.0003054688],"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":[0.00066796364,0.0006703279,0.45412323,0.00046539813,0.00012532421,0.0000808783,0.0013341114,5.0097276e-7,0.0009418524,0.52430356,0.0127316695,0.0045552053],"study_design_scores_gemma":[0.0018196995,0.00026868228,0.73977184,0.0003870552,0.000036322872,0.00009359382,0.0002168338,0.00007221259,0.002458194,0.003323606,0.25130394,0.00024800588],"about_ca_topic_score_codex":0.0010976824,"about_ca_topic_score_gemma":0.00007762037,"teacher_disagreement_score":0.52492344,"about_ca_system_score_codex":0.000061942475,"about_ca_system_score_gemma":0.00008050728,"threshold_uncertainty_score":0.9996578},"labels":[],"label_agreement":null},{"id":"W6986211446","doi":"","title":"Patient narratives of illnesses requiring abdominal surgery in Cambodia: Heroic/stoic, and dealing with â€˜the ball of meatâ€™","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Narrative; Qualitative research; Abdominal surgery; Lived experience; Language barrier; Patient experience","score_opus":0.020149115529121436,"score_gpt":0.2531556144971416,"score_spread":0.23300649896802014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986211446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99401,0.001664756,2.6334652e-7,0.00026668425,0.00004149128,0.0003149708,0.0024501653,0.000008000563,0.001243719],"genre_scores_gemma":[0.99892557,0.000014806399,0.000036349596,0.00013503291,0.000018850571,0.000025160214,0.00080418185,0.000010274094,0.000029790222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908495,0.00004131543,0.0002965579,0.00014872052,0.00020935472,0.00021909883],"domain_scores_gemma":[0.9990451,0.00039672144,0.00017185532,0.00015973106,0.00014160707,0.000084996056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013738305,0.00010194494,0.0003940466,0.00008632732,0.000027266857,0.0000039561082,0.000033561966,0.00005295321,0.003414841],"category_scores_gemma":[0.0003295625,0.00006639188,0.000044937016,0.0001523509,0.000021443044,0.00006359005,0.000030938903,0.00011282655,0.000014984614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053533753,0.00047660922,0.82204187,0.021557676,0.00021099427,0.00046573175,0.014646888,0.00019270483,0.0036261426,0.00016962737,0.094642855,0.03661555],"study_design_scores_gemma":[0.0043990654,0.002293647,0.82483566,0.07034507,0.0000764869,0.00039438263,0.02905103,0.00040050776,0.022510752,0.00009142823,0.044625368,0.0009765762],"about_ca_topic_score_codex":0.00006480573,"about_ca_topic_score_gemma":0.00008111909,"teacher_disagreement_score":0.050017487,"about_ca_system_score_codex":0.00002347439,"about_ca_system_score_gemma":0.00015425582,"threshold_uncertainty_score":0.9974962},"labels":[],"label_agreement":null},{"id":"W6986710710","doi":"","title":"Quantifying Timely Access to Surgery: A Global Modelling Study","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health and Surgery","field":"Medicine","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":"Comparability; Geospatial analysis; Metric (unit); Population; Regression analysis; Commission; Quarter (Canadian coin); Data access","score_opus":0.3073009441369196,"score_gpt":0.4127367678243449,"score_spread":0.10543582368742527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986710710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946287,0.00019338529,0.002190712,0.0009466499,0.00059790653,0.0006876546,0.000041705953,0.00025094696,0.00046232296],"genre_scores_gemma":[0.9956502,0.00005008629,0.00010374555,0.0025612777,0.00013663707,0.0000025467073,0.00004502445,0.000040872234,0.0014096152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996409,0.00039123688,0.0004910518,0.00094792474,0.00074627926,0.0010144995],"domain_scores_gemma":[0.9970998,0.00020679357,0.00015295592,0.0008067528,0.00052396517,0.0012097339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077156833,0.00039052498,0.0008452608,0.00045152358,0.00032660257,0.0003714372,0.00043687102,0.00020909165,0.000058206937],"category_scores_gemma":[0.0001696147,0.0004454513,0.00029636358,0.0019625532,0.000041123156,0.001203853,0.0005709698,0.0005194912,0.00041133998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059157144,0.0005599304,0.9907117,0.00015340296,0.00011801931,0.0062859566,0.00016367495,0.00025061416,0.00005092878,0.000021691958,0.000010116889,0.0010823813],"study_design_scores_gemma":[0.0012371961,0.00016736673,0.9933493,0.00047705628,0.00020976191,0.00023645184,0.00070954306,0.000006094989,0.0002952778,0.000028563825,0.002847971,0.00043538713],"about_ca_topic_score_codex":0.000039454502,"about_ca_topic_score_gemma":0.0024322083,"teacher_disagreement_score":0.006049505,"about_ca_system_score_codex":0.0005448666,"about_ca_system_score_gemma":0.00087925675,"threshold_uncertainty_score":0.9997997},"labels":[],"label_agreement":null},{"id":"W6988026049","doi":"","title":"What dynamics should impedance-controlled robots render?: Workshop Paper at the Workshop \"Physical human-robot interaction: a design focus\", IEEE ICRA 2019, Montréal, Canada, May 24 2019","year":2019,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Global Health and Surgery","field":"Medicine","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":"Mechatronics; Robot; Dynamics (music); Set (abstract data type); Design methods; Robotics; Range (aeronautics)","score_opus":0.0367828715434621,"score_gpt":0.3091313730607027,"score_spread":0.2723485015172406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988026049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5447146,0.04071594,0.004890829,0.33501542,0.037339192,0.01842883,0.0005158891,0.0016360048,0.016743246],"genre_scores_gemma":[0.8206411,0.004737023,0.0005611534,0.022968564,0.0034931886,0.0009843488,0.0009169093,0.0005475217,0.1451502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853602,0.0013004933,0.0028449842,0.002794577,0.0033949309,0.004304823],"domain_scores_gemma":[0.98572886,0.0048400452,0.0012237999,0.004353408,0.0013453146,0.0025085844],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0026163904,0.0021407036,0.003932836,0.00072409405,0.0014419513,0.000874102,0.0016713071,0.0015438483,0.0033054785],"category_scores_gemma":[0.0008357638,0.0016055189,0.0015360938,0.0021961122,0.00046050592,0.0022805077,0.00069953006,0.004450545,0.002389668],"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":[0.007025324,0.0013233728,0.0030867169,0.0002938884,0.0010440836,0.0002987144,0.000955138,0.004684143,0.0011213368,0.0010635966,0.9674952,0.011608498],"study_design_scores_gemma":[0.048930753,0.0028822091,0.01950337,0.004366448,0.002765012,0.0014066519,0.015410422,0.07195168,0.0020089687,0.0015949432,0.82133216,0.007847396],"about_ca_topic_score_codex":0.056243442,"about_ca_topic_score_gemma":0.1614584,"teacher_disagreement_score":0.31204686,"about_ca_system_score_codex":0.004096588,"about_ca_system_score_gemma":0.0031682698,"threshold_uncertainty_score":0.999858},"labels":[],"label_agreement":null},{"id":"W6997434425","doi":"","title":"Western News: Sharing Surgical Lessons from the Canadian Field Hospital in Kandahar, Afghanistan","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health and Surgery","field":"Medicine","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":"Field (mathematics); Government (linguistics); MEDLINE; Work (physics)","score_opus":0.07529117243895192,"score_gpt":0.33788095226863984,"score_spread":0.2625897798296879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997434425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810359,0.0004191066,0.000015093046,0.015659947,0.00043140296,0.0004609048,0.00006423534,0.000099068806,0.0018143675],"genre_scores_gemma":[0.991356,0.00012338033,0.000011998285,0.005661615,0.00031814887,0.0000012660166,0.00008486372,0.000027986038,0.0024147474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706256,0.00017189958,0.00039727087,0.0006516234,0.00047630153,0.0012403247],"domain_scores_gemma":[0.9975123,0.0002373793,0.00012637829,0.00073280756,0.00010524923,0.0012859232],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047768076,0.00036770862,0.0005401561,0.0003882427,0.0003935981,0.0002423442,0.0005435812,0.00041102982,0.00009014842],"category_scores_gemma":[0.00008844424,0.0003370227,0.00020688068,0.0006301283,0.000078407866,0.00076683634,0.00014572893,0.0012025244,0.00019882059],"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":[0.00025876565,0.0001350748,0.9937373,0.00001747714,0.000028600027,0.0036604158,0.0004223224,0.0000014922133,0.000011858362,0.00018327459,0.000011797084,0.0015316547],"study_design_scores_gemma":[0.0017847647,0.0002465006,0.97554797,0.0003798836,0.00007620909,0.00009686076,0.00035495093,3.6039387e-7,0.000086853965,0.00011973707,0.02096001,0.000345899],"about_ca_topic_score_codex":0.012777076,"about_ca_topic_score_gemma":0.64027363,"teacher_disagreement_score":0.62749654,"about_ca_system_score_codex":0.00078756455,"about_ca_system_score_gemma":0.00056977314,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W7007965992","doi":"","title":"&amp;quot;Globalized public health.&amp;rdquo; A transdisciplinary comprehensive framework for analyzing contemporary globalization&amp;rsquo;s influences on the field of public health","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Surgery","field":"Medicine","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; Construct (python library); Field (mathematics); Context (archaeology); Globalization; Politics; Health policy; Global health","score_opus":0.5038364217692202,"score_gpt":0.6088451654358227,"score_spread":0.10500874366660251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007965992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71211755,0.07749547,0.021784263,0.18036206,0.001339852,0.0043349047,0.00042522085,0.0001508403,0.0019898224],"genre_scores_gemma":[0.9328578,0.011531935,0.0026392643,0.052167438,0.00028474026,0.00008721282,0.0002451123,0.00005207745,0.0001344347],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9921915,0.0014038304,0.0028137288,0.0007670788,0.0014185649,0.0014052953],"domain_scores_gemma":[0.9899461,0.0033060207,0.0026739822,0.001110856,0.0013791582,0.0015838669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055462145,0.00060361164,0.0023746646,0.001081126,0.0009319022,0.00066878943,0.0018543634,0.00033226353,0.001461157],"category_scores_gemma":[0.0038239972,0.000425354,0.00066326954,0.0030544077,0.00028074725,0.0013443473,0.00024422276,0.0008758293,0.00001218298],"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":[0.0029038382,0.0022746192,0.44541135,0.0016338918,0.0007919883,0.000018256489,0.0034112707,0.00011982813,0.00070675294,0.008761137,0.49537528,0.03859179],"study_design_scores_gemma":[0.0030807506,0.00052080763,0.5901672,0.0045792083,0.00010272304,0.00006524452,0.0012463516,0.000053419702,0.00012711734,0.040779557,0.3584474,0.00083019777],"about_ca_topic_score_codex":0.0014806172,"about_ca_topic_score_gemma":0.00019006338,"teacher_disagreement_score":0.22074021,"about_ca_system_score_codex":0.0003966065,"about_ca_system_score_gemma":0.003051734,"threshold_uncertainty_score":0.9998198},"labels":[],"label_agreement":null},{"id":"W7008357850","doi":"","title":"Canada emphasizes importance of partnering with African institutions","year":2016,"lang":"en","type":"other","venue":"","topic":"Global Health and Surgery","field":"Medicine","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); Work (physics); General partnership; Agency (philosophy)","score_opus":0.02118586706300704,"score_gpt":0.29743827244087906,"score_spread":0.276252405377872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008357850","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":[0.00032300304,0.0005099177,0.00006392524,0.00075698417,0.00014230574,0.00018085679,0.00008760009,0.000044739852,0.99789065],"genre_scores_gemma":[0.1321438,0.0001302772,0.00035404027,0.00094921404,0.00014967367,0.0000135409255,0.000018184208,0.000071447124,0.8661698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928963,0.000005210775,0.00016096723,0.00012839917,0.00018931528,0.000226487],"domain_scores_gemma":[0.99942124,0.00001825062,0.00010512856,0.00021594351,0.000031652304,0.00020777942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034931523,0.00011070839,0.00032165032,0.00005802074,0.000015533404,9.407409e-7,0.00003546837,0.00006220847,0.0028906006],"category_scores_gemma":[0.000021075708,0.00006236895,0.000024671943,0.00007643285,0.00006463654,0.000007343157,0.000007362707,0.000053334377,0.000009072019],"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":[0.000038491653,0.000016730737,0.018133562,0.00024008991,0.00004489238,0.00009940793,0.0000029419436,7.175752e-8,0.0000029783137,0.0024485944,0.9782962,0.0006760285],"study_design_scores_gemma":[0.0002990931,0.000029310373,0.0015120502,0.00050609,0.000022753939,0.000024997844,0.000023275616,2.4665445e-7,0.000014716829,0.0000025372246,0.9974877,0.00007717897],"about_ca_topic_score_codex":0.6630264,"about_ca_topic_score_gemma":0.9492596,"teacher_disagreement_score":0.2862332,"about_ca_system_score_codex":0.000095580224,"about_ca_system_score_gemma":0.0049512703,"threshold_uncertainty_score":0.9980209},"labels":[],"label_agreement":null},{"id":"W7017977013","doi":"","title":"Charles Denney and Wahkootowin: How a Populist Genealogist Inadvertently Shaped Metis Identity in Western Archives, 1967-2002","year":2025,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Global Health and Surgery","field":"Medicine","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":"Metis; Indigenous; Agency (philosophy); Identity (music); Colonialism","score_opus":0.012283503547957651,"score_gpt":0.197184598605431,"score_spread":0.18490109505747335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017977013","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":[0.010630949,0.002913228,0.00028118404,0.0016314675,0.00037559203,0.0011633927,0.0054012826,0.00069942366,0.9769035],"genre_scores_gemma":[0.02431126,0.0033703235,0.00035272157,0.00045576613,0.00013601939,3.245048e-7,0.0012322022,0.0001377796,0.9700036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743044,0.0001471625,0.0002393066,0.0009958096,0.00035540992,0.0008318616],"domain_scores_gemma":[0.9981962,0.00013012748,0.00026445385,0.00055633375,0.000022137609,0.0008307807],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000041391886,0.0006176249,0.0010799617,0.002391761,0.00020994991,0.00024572416,0.0006869663,0.00058316457,0.00048456778],"category_scores_gemma":[0.00003218648,0.0007452391,0.00033997744,0.0016993411,0.0005044084,0.0014904665,0.000842309,0.00063333305,0.000084438834],"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":[0.0026523692,0.000785653,0.4405988,0.0023592906,0.0006750352,0.015351059,0.00027152657,0.0000010479049,0.0000053653253,0.012669562,0.5137875,0.010842789],"study_design_scores_gemma":[0.002339067,0.00014532152,0.018218182,0.0012060024,0.00019326435,0.00004497599,0.0016259925,0.000016784112,0.0000015162897,0.00007770657,0.9755252,0.0006059832],"about_ca_topic_score_codex":0.001387616,"about_ca_topic_score_gemma":0.0022642715,"teacher_disagreement_score":0.4617377,"about_ca_system_score_codex":0.0002221055,"about_ca_system_score_gemma":0.0008117783,"threshold_uncertainty_score":0.99949986},"labels":[],"label_agreement":null},{"id":"W7019478618","doi":"","title":"Global assessment in pediatric surgery: an evidence-based, weighted, capacity assessment tool for children’s surgery in low-resource settings","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Global Health and Surgery","field":"Medicine","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":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Risk assessment; MEDLINE; Patient assessment; Work (physics)","score_opus":0.02451582493050143,"score_gpt":0.3061075915098188,"score_spread":0.2815917665793174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019478618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860156,0.0010033322,0.000001991884,0.00030687006,0.0020969003,0.004013892,0.0031650923,0.00029237926,0.0031039014],"genre_scores_gemma":[0.98286015,0.001086704,0.0014220434,0.0028114389,0.0003033123,0.0013895007,0.009492439,0.00017467757,0.00045976066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98803174,0.0015179274,0.0034405377,0.00249114,0.0020211174,0.0024975454],"domain_scores_gemma":[0.99050707,0.0048753815,0.0013736123,0.0013716785,0.0008079968,0.0010642869],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009097182,0.0014907476,0.003193143,0.0023552813,0.00071656576,0.00014769344,0.0005686774,0.0018111853,0.00011112104],"category_scores_gemma":[0.0041662324,0.0016105988,0.0012801546,0.0032081115,0.00006027985,0.0010452315,0.00010699332,0.0027909786,0.000019319825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003441216,0.003060314,0.85170436,0.0120659685,0.00020748406,0.0005089859,0.0000064784463,0.00013752813,0.000086023116,0.005403861,0.0007807863,0.122597024],"study_design_scores_gemma":[0.0027420125,0.00029450475,0.9765969,0.010579928,0.0005922818,0.00004130412,0.00012681255,0.00035427764,0.0004351897,0.001472766,0.0049382187,0.0018257977],"about_ca_topic_score_codex":0.0025462932,"about_ca_topic_score_gemma":0.00565868,"teacher_disagreement_score":0.12489258,"about_ca_system_score_codex":0.00706392,"about_ca_system_score_gemma":0.004273477,"threshold_uncertainty_score":0.9997842},"labels":[],"label_agreement":null},{"id":"W7024125053","doi":"","title":"Regional Anesthesia (2012&amp;amp;ndash;2021): A Comprehensive Examination Based on Bibliometric Analyses of Hotpots, Knowledge Structure and Intellectual Dynamics","year":2022,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Global Health and Surgery","field":"Medicine","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":"Productivity; Bibliometrics; Dynamics (music); Resource (disambiguation); Intellectual property; Regional hospital","score_opus":0.1334448168173587,"score_gpt":0.3930921985909949,"score_spread":0.2596473817736362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024125053","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":[0.00054920017,0.984745,0.012711811,0.00010008445,0.00032276558,0.00097066804,0.00024717776,0.00003933718,0.00031390283],"genre_scores_gemma":[0.036028612,0.9574722,0.0002711863,0.001132806,0.0004931272,0.00013480683,0.004339622,0.00010048996,0.000027126061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489665,0.0008118156,0.0012164306,0.000887985,0.0015761005,0.00061100017],"domain_scores_gemma":[0.99228567,0.0053695403,0.00050974166,0.0005916604,0.00026903977,0.00097437785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009608898,0.00069250836,0.0029031935,0.008350557,0.0001867159,0.0000387303,0.00028700414,0.00081521727,0.0023295544],"category_scores_gemma":[0.002262734,0.0005159557,0.00046288018,0.010371946,0.0005322676,0.00008309976,0.00014500326,0.0014576673,0.00001104679],"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":[0.00024118107,0.00034940278,0.00007449132,0.01895435,0.00018946096,0.00010240259,0.000109947745,0.0000010353999,6.319925e-7,0.00009432236,0.0008838954,0.9789989],"study_design_scores_gemma":[0.0015033481,0.00049665134,0.0011170713,0.00074535684,0.0012575159,0.00066173397,0.000047961963,0.023750592,4.2572623e-7,0.000033667384,0.9698694,0.000516304],"about_ca_topic_score_codex":0.00013816291,"about_ca_topic_score_gemma":0.000039512415,"teacher_disagreement_score":0.97848254,"about_ca_system_score_codex":0.00019531412,"about_ca_system_score_gemma":0.00006978712,"threshold_uncertainty_score":0.9997292},"labels":[],"label_agreement":null},{"id":"W7027170091","doi":"","title":"The Case for Surgical Skills Centres in Sub Saharan Africa: The\\nBenefits and the Challenges","year":2007,"lang":"en","type":"article","venue":"Bioline International (Bioline International)","topic":"Global Health and Surgery","field":"Medicine","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":"University of Toronto","keywords":"Population; Work (physics); MEDLINE; Government (linguistics); Audit","score_opus":0.023732285897564428,"score_gpt":0.3144276195095087,"score_spread":0.2906953336119443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027170091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6846389,0.037002366,0.00022785818,0.25979143,0.0045147524,0.0018919904,0.00045277903,0.000082945706,0.011396972],"genre_scores_gemma":[0.97628003,0.018851435,0.00010041231,0.0012143708,0.0023045966,0.00010686223,0.0001500614,0.00002224782,0.00097000564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769825,0.000087223445,0.00085558684,0.00037601456,0.00046147712,0.0005214273],"domain_scores_gemma":[0.9950658,0.0036746038,0.00022739651,0.0002746324,0.00058160484,0.00017596268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026842395,0.00024617804,0.00030435613,0.00018220859,0.00023445014,0.00007530913,0.00043038392,0.00012749614,0.000034477678],"category_scores_gemma":[0.0014103581,0.000121193974,0.00022178116,0.00015021359,0.0003200055,0.000084973326,0.00015036251,0.0003279553,0.000018134544],"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":[0.018056285,0.0014101279,0.013430796,0.00011108843,0.0010258887,0.002851052,0.0010224307,0.00006849171,0.0001418722,0.6197616,0.025983622,0.31613675],"study_design_scores_gemma":[0.008988261,0.00009081439,0.02147576,0.00017958446,0.00003894318,0.004061624,0.00040061984,0.004306977,0.00026956567,0.004091365,0.9558832,0.00021325951],"about_ca_topic_score_codex":0.00039215822,"about_ca_topic_score_gemma":0.0022793938,"teacher_disagreement_score":0.9298996,"about_ca_system_score_codex":0.0002115444,"about_ca_system_score_gemma":0.00009632262,"threshold_uncertainty_score":0.49421468},"labels":[],"label_agreement":null},{"id":"W7028933108","doi":"","title":"Harmonium : un projet artistique progressif et spirituel occulté par un récit&#13;\\nd’affirmation nationale","year":2015,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Global Health and Surgery","field":"Medicine","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":"Context (archaeology); ESPACE; German model","score_opus":0.00992264237186813,"score_gpt":0.21582951545595838,"score_spread":0.20590687308409025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028933108","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":[0.1394723,0.12821221,0.001008181,0.010870934,0.005940244,0.0035244972,0.0011739375,0.0006317034,0.709166],"genre_scores_gemma":[0.57727444,0.0023152025,0.003264223,0.0024097424,0.0020170568,0.00020719704,0.0028853838,0.00022885879,0.40939793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947468,0.00057059183,0.0009109586,0.0009927965,0.0015971127,0.0011817126],"domain_scores_gemma":[0.9958401,0.00019192377,0.0008298404,0.0006298886,0.0010381623,0.0014701408],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001028833,0.00083348254,0.0009317243,0.0005527555,0.003336036,0.000084555206,0.0004080179,0.001089435,0.001125386],"category_scores_gemma":[0.00040179107,0.0008897857,0.00037920778,0.000683519,0.00065168214,0.00046344195,0.00025605288,0.0009696732,0.0010947073],"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":true,"study_design_scores_codex":[0.0063639553,0.0054145483,0.23605056,0.0045567723,0.0031204545,0.030431509,0.028109502,0.0021658475,0.0028530718,0.15434583,0.45426705,0.072320886],"study_design_scores_gemma":[0.0033827156,0.00030225105,0.09680929,0.0016122581,0.0005674113,0.0029610584,0.0020165064,0.0014167668,0.0010121268,0.0008812369,0.88813764,0.0009007634],"about_ca_topic_score_codex":0.012320648,"about_ca_topic_score_gemma":0.0036844637,"teacher_disagreement_score":0.4378021,"about_ca_system_score_codex":0.008802692,"about_ca_system_score_gemma":0.008611786,"threshold_uncertainty_score":0.99978775},"labels":[],"label_agreement":null},{"id":"W7035843119","doi":"","title":"Anti-discrimination at the ICJ: Ukraine, Palestine and the Freedom to Advocate for Human Rights in Canada","year":2025,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Global Health and Surgery","field":"Medicine","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 rights; Convention; International human rights law; Politics; Palestine; International law; Right to property","score_opus":0.012361856354220426,"score_gpt":0.2757227583459237,"score_spread":0.26336090199170326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035843119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97655827,0.00051673304,0.00002161981,0.014325858,0.00035513696,0.0016072583,0.000022931683,0.000016870777,0.006575343],"genre_scores_gemma":[0.9913524,0.000008011081,0.000055784025,0.0057114474,0.000110512876,0.0001603225,0.000035021083,0.0000068317304,0.0025596973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99879724,0.00009668996,0.0003250437,0.00023732046,0.00019715815,0.00034653553],"domain_scores_gemma":[0.99900466,0.0003521724,0.00005233552,0.00031997598,0.00009078322,0.0001800654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006968196,0.0001285394,0.00029625566,0.00005065833,0.0004302987,0.00002086202,0.000104242026,0.000040102183,0.00003362131],"category_scores_gemma":[0.00025238376,0.00007085673,0.000039778744,0.00023239029,0.00008770592,0.0000357739,0.000057389232,0.0001620953,0.000006693708],"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":[0.0033373926,0.00037893353,0.36659896,0.0011048559,0.00016199582,0.00019610113,0.0011983108,0.00018965633,0.0007317149,0.37739506,0.24304272,0.005664289],"study_design_scores_gemma":[0.008209237,0.00016748773,0.67408466,0.00037069415,0.00012901131,0.000018121405,0.000497621,0.00045059717,0.00031550418,0.0036596626,0.31188497,0.0002124211],"about_ca_topic_score_codex":0.9061782,"about_ca_topic_score_gemma":0.9918515,"teacher_disagreement_score":0.3737354,"about_ca_system_score_codex":0.00029101904,"about_ca_system_score_gemma":0.000383073,"threshold_uncertainty_score":0.33095533},"labels":[],"label_agreement":null},{"id":"W7038448226","doi":"","title":"Imagining island food system futures with Indigenous foods: A tok stori on the origins and potential of traditional food systems in Solomon Islands","year":2023,"lang":"en","type":"other","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Australian Centre for International Agricultural Research; Consortium of International Agricultural Research Centers; Global Affairs Canada; Australian Government","keywords":"Indigenous; Food systems; Futures contract; Traditional knowledge; Agriculture; Food security; Foodways; Key (lock)","score_opus":0.050587696049485105,"score_gpt":0.32447451647781067,"score_spread":0.2738868204283256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038448226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95739365,0.003688263,0.000018139597,0.002213268,0.0016987232,0.0077034715,0.0035646525,0.00020304185,0.023516817],"genre_scores_gemma":[0.97437483,0.0003201163,0.000075053016,0.000012850119,0.0014549857,0.0008477915,0.00055618776,0.00015499114,0.022203173],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9926131,0.00088850124,0.000867179,0.0008979847,0.003566729,0.0011665527],"domain_scores_gemma":[0.9916983,0.0033456984,0.00060230686,0.0002924144,0.003638552,0.00042268494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022512148,0.0005172587,0.0010162112,0.001069998,0.0004823424,0.00017649218,0.00058175914,0.00042423652,0.000010015923],"category_scores_gemma":[0.0015357768,0.0002544337,0.0002644589,0.0012539384,0.0008949287,0.0001965204,0.00018269602,0.0015872108,0.000008302271],"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":[0.0190198,0.004237917,0.008224402,0.015539145,0.011669933,0.0012395086,0.043840036,0.00022814983,0.036931753,0.1289918,0.72797334,0.002104243],"study_design_scores_gemma":[0.014394875,0.040097892,0.5998909,0.030883567,0.00035519773,0.0018959123,0.27137434,0.00013503569,0.0029166106,0.00028977456,0.03589687,0.0018690187],"about_ca_topic_score_codex":0.0031879514,"about_ca_topic_score_gemma":0.003083162,"teacher_disagreement_score":0.69207644,"about_ca_system_score_codex":0.0013769276,"about_ca_system_score_gemma":0.00045690496,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W7044038009","doi":"","title":"Western Surgery: Dr. Vivian McAlister Returns from the Canadian Field Hospital in Haiti","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health and Surgery","field":"Medicine","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":"Field (mathematics); Immigration; Population; Dingo","score_opus":0.06273227367632067,"score_gpt":0.30876209745673683,"score_spread":0.24602982378041616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044038009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816005,0.0001199739,0.000007951798,0.014718459,0.0018721338,0.0005312517,0.00013354266,0.000103826256,0.0009123583],"genre_scores_gemma":[0.9865435,0.000038067865,0.000012195727,0.009642701,0.00054312847,0.0000030784192,0.00014742122,0.000053323638,0.003016607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666005,0.00027946252,0.00048116286,0.00065145345,0.0005424403,0.0013854158],"domain_scores_gemma":[0.9963956,0.00071834016,0.00017965709,0.0010042109,0.00016963917,0.001532554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087315554,0.00042729304,0.0006498686,0.0005623771,0.00037810262,0.00024303304,0.00058815104,0.0006454379,0.00021017656],"category_scores_gemma":[0.00031379896,0.00038587212,0.000290133,0.0006633215,0.0001790102,0.00093794643,0.00018295075,0.002110275,0.0003923648],"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":[0.00016025921,0.00011024496,0.99687177,0.000037504105,0.000041343614,0.0013651858,0.00055777107,2.0051321e-7,0.000069030786,0.000034902627,0.00009825275,0.0006535479],"study_design_scores_gemma":[0.0008145195,0.00008212283,0.9485046,0.00027286037,0.000080723126,0.00006967498,0.00026177097,1.8314628e-7,0.0002647426,0.000043390562,0.049212158,0.00039322427],"about_ca_topic_score_codex":0.023906887,"about_ca_topic_score_gemma":0.9115496,"teacher_disagreement_score":0.88764274,"about_ca_system_score_codex":0.00043012132,"about_ca_system_score_gemma":0.0009461343,"threshold_uncertainty_score":0.99985933},"labels":[],"label_agreement":null},{"id":"W7066144935","doi":"","title":"Ethics beyond borders : how Canadian health professionals experience ethics in humanitarian assistance and development work","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Global Health and Surgery","field":"Medicine","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); Humanitarian aid; Health care; Qualitative research; Health professionals; Identity (music); Research ethics; Public health","score_opus":0.049998654497054554,"score_gpt":0.35162938762538554,"score_spread":0.301630733128331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066144935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96217763,0.004755401,1.2371365e-7,0.006937159,0.0017757603,0.0018900722,0.0003896458,0.00012605438,0.02194817],"genre_scores_gemma":[0.9620243,0.001580531,0.002275554,0.024376933,0.00007447904,0.00029728314,0.0019942075,0.00015439001,0.007222333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933917,0.000798045,0.0012504619,0.0012613275,0.0014954791,0.0018030064],"domain_scores_gemma":[0.99535155,0.00069309684,0.00059894274,0.0005944534,0.00064857444,0.0021133549],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0043721846,0.00079085986,0.0012009471,0.0008206391,0.0026633588,0.00008141069,0.00032673182,0.0022951514,0.000121898],"category_scores_gemma":[0.003229041,0.0008385294,0.00012377756,0.0008697306,0.00011903383,0.00038562005,0.000060088376,0.008068643,0.00004265239],"study_design_candidate":"design_other","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":[0.0036481624,0.0020025852,0.019811017,0.01723312,0.00054929714,0.0023960453,0.016457735,0.000014091163,0.00039712052,0.14346336,0.0014038697,0.7926236],"study_design_scores_gemma":[0.0019313644,0.0002135643,0.18111797,0.009028009,0.000053274714,0.00006533105,0.014169051,0.000002451071,0.00056241325,0.0013450296,0.78977746,0.0017340964],"about_ca_topic_score_codex":0.019395756,"about_ca_topic_score_gemma":0.7702878,"teacher_disagreement_score":0.7908895,"about_ca_system_score_codex":0.0036896977,"about_ca_system_score_gemma":0.007958433,"threshold_uncertainty_score":0.9994066},"labels":[],"label_agreement":null},{"id":"W7083857692","doi":"","title":"With $50 million debut, âBohemian Rhapsodyâ is no poor boy NO CAPTION","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Global Health and Surgery","field":"Medicine","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":"Ticket; Studio; Box office; Post office; Postal service","score_opus":0.01082124652270331,"score_gpt":0.25466943172004725,"score_spread":0.24384818519734394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083857692","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":[0.002912534,0.00048206886,0.0033322459,0.00067841425,0.0021031525,0.0017039257,0.0011007574,0.00054709875,0.9871398],"genre_scores_gemma":[0.011858392,0.0004957102,0.0052422294,0.0048259976,0.003153616,0.00013983362,0.0024978963,0.000847893,0.97093844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99462384,0.00025380438,0.0009960476,0.0016284732,0.0009109551,0.0015868575],"domain_scores_gemma":[0.99656814,0.00020238664,0.00066158606,0.0011259926,0.00020918243,0.0012327242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002655335,0.001223419,0.0015242995,0.0010356437,0.00005642849,0.00008924195,0.00070965936,0.0004771437,0.026049996],"category_scores_gemma":[0.0001587435,0.0009811292,0.0006172352,0.00018512976,0.0006024486,0.00008911775,0.00041929286,0.001163585,0.037843578],"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":[0.0036373723,0.00030217337,0.0033622023,0.0010532477,0.0006160537,0.00047186462,0.0006502384,1.8447892e-7,0.00035922293,0.00018352258,0.988794,0.00056989596],"study_design_scores_gemma":[0.0021168764,0.002399976,0.0009823141,0.0070908237,0.00026577796,0.00051363517,0.00004271376,0.0010942525,0.0003522223,0.00017630757,0.98402727,0.0009378182],"about_ca_topic_score_codex":0.025394436,"about_ca_topic_score_gemma":0.011297327,"teacher_disagreement_score":0.016201371,"about_ca_system_score_codex":0.00018989135,"about_ca_system_score_gemma":0.0003955193,"threshold_uncertainty_score":0.99926394},"labels":[],"label_agreement":null},{"id":"W7084149636","doi":"10.6084/m9.figshare.c.8002429.v1","title":"Using operational research as a tool to improve eye health services and systems in low-and middle-income settings: lessons from India and Nepal","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Electronic Arts (Canada); University of British Columbia","funders":"","keywords":"Mentorship; Qualitative research; Qualitative property; Quality assurance; Quality (philosophy); Quantitative research; The Internet; Work (physics); Focus group; Qualitative analysis","score_opus":0.0758136201934371,"score_gpt":0.4054991781631492,"score_spread":0.3296855579697121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084149636","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":[0.07882816,0.07045889,6.8116816e-7,0.0047596684,0.0006750297,0.0069720214,0.80736125,0.0001524352,0.03079187],"genre_scores_gemma":[0.23196353,0.0023400218,0.0035428405,0.055318024,0.010304608,0.0031865705,0.45083904,0.0015072961,0.24099809],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.998172,0.00013490349,0.0003313296,0.0005197897,0.0003512968,0.00049071637],"domain_scores_gemma":[0.998959,0.00022382748,0.000099327386,0.00020345021,0.000114015755,0.00040039155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003312979,0.000205915,0.0005456917,0.00044445653,0.00012006,0.00012357096,0.00007026229,0.00032035887,0.0029572002],"category_scores_gemma":[0.00037196788,0.0001917746,0.000020643363,0.0002507946,0.00001163852,0.000038614347,0.00020423261,0.0004312337,0.00006489361],"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":[0.0007895552,0.00024397024,0.030745063,0.24920988,0.00031294645,0.00086613215,0.003842694,0.0000059317017,0.00005964892,0.0002870058,0.6934951,0.02014207],"study_design_scores_gemma":[0.0025015678,0.0003222467,0.08028297,0.46194428,0.000026801505,0.000052335145,0.0015126531,0.0018738854,0.000006183585,0.00004657669,0.45083094,0.00059954467],"about_ca_topic_score_codex":0.012820329,"about_ca_topic_score_gemma":0.0011133285,"teacher_disagreement_score":0.3565222,"about_ca_system_score_codex":0.0001535905,"about_ca_system_score_gemma":0.0013080173,"threshold_uncertainty_score":0.99795425},"labels":[],"label_agreement":null},{"id":"W7084266222","doi":"","title":"Residence time distribution of groundwater sustaining rivers as a new tool for catchments vulnerability assessments (Saint-Charles River, Québec, Canada)","year":2025,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Global Health and Surgery","field":"Medicine","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":"Groundwater; Western europe; Groundwater resources; Economic shortage; Phreatic","score_opus":0.008979982727899582,"score_gpt":0.24868352680168074,"score_spread":0.23970354407378117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084266222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702264,0.0017028914,0.006930905,0.0046609323,0.00074614945,0.0027790419,0.0014248124,0.00003829185,0.011490545],"genre_scores_gemma":[0.61181474,0.00054729497,0.0012846785,0.0002817065,0.000104151826,0.0000036370839,0.00092766155,0.000044624536,0.38499153],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966227,0.0004014572,0.00063253817,0.00071389606,0.00065482256,0.0009746072],"domain_scores_gemma":[0.9968246,0.0011030622,0.00060739374,0.00058752764,0.00032788128,0.0005495194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071922306,0.00044261877,0.0012528284,0.00031409558,0.00022484867,0.000009380205,0.00045611223,0.00039276166,0.00092679],"category_scores_gemma":[0.0007959363,0.0005426979,0.00029814136,0.0003473049,0.0005070301,0.0001777315,0.00023073993,0.00045624812,0.000022715878],"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":true,"study_design_scores_codex":[0.006549297,0.0009142482,0.14966284,0.004784101,0.0007406892,0.00066904136,0.00809655,0.00030552997,0.000056939512,0.0071506943,0.08509611,0.73597395],"study_design_scores_gemma":[0.007215017,0.00078182167,0.9174927,0.0061257137,0.0008685299,0.000008446574,0.014578974,0.0018711482,0.00004189098,0.010494234,0.03968683,0.0008347155],"about_ca_topic_score_codex":0.9997482,"about_ca_topic_score_gemma":0.99953836,"teacher_disagreement_score":0.76782984,"about_ca_system_score_codex":0.004613478,"about_ca_system_score_gemma":0.018955369,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W7084613032","doi":"10.5061/dryad.dv41ns25x","title":"Data from: Rapid radiations outweigh reticulations during the evolution of a 750-million-year-old lineage of cyanobacteria","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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; University of Alberta","funders":"","keywords":"Phylogenetic tree; Lineage (genetic); Cyanobacteria; Phylogenetics; Nostoc; Phylogenetic relationship; Tree (set theory); Sequence (biology)","score_opus":0.04344786924347067,"score_gpt":0.3444441008271555,"score_spread":0.3009962315836848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084613032","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":[0.02692509,0.0006143935,0.000009597888,0.0003913661,0.00050263415,0.0009894429,0.9698462,0.0000014641798,0.0007198466],"genre_scores_gemma":[0.008123197,0.00056633767,0.000874318,0.00005687108,0.00022592105,0.00001912223,0.989206,0.0000071555837,0.0009210733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808365,0.0001402514,0.0008195191,0.00041568154,0.000302427,0.00023847516],"domain_scores_gemma":[0.9966786,0.00033774556,0.00048699003,0.0021949199,0.00017640747,0.00012535635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005622888,0.00018564238,0.0006188806,0.00018156692,0.00012708992,0.0000309618,0.00078532187,0.00025683024,0.0035513828],"category_scores_gemma":[0.000765286,0.00014248051,0.000096773634,0.0004357387,0.00009378744,0.00012184286,0.00061302254,0.0003078039,0.00006212345],"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":[0.00023730821,0.00016466857,0.0012392167,0.0002617715,0.00014559185,0.000008492972,0.00003948878,0.0000037003613,0.00015095531,0.000008587755,0.99742866,0.00031158925],"study_design_scores_gemma":[0.0009956238,0.00004909163,0.036730114,0.0009816161,0.00055443647,0.000005599566,0.00015876055,0.00013894409,0.00015702027,0.000008700574,0.96008426,0.00013580846],"about_ca_topic_score_codex":0.00395032,"about_ca_topic_score_gemma":0.0006508799,"teacher_disagreement_score":0.037344344,"about_ca_system_score_codex":0.00014589398,"about_ca_system_score_gemma":0.0011000913,"threshold_uncertainty_score":0.9973595},"labels":[],"label_agreement":null},{"id":"W7086983019","doi":"10.6084/m9.figshare.30314257.v1","title":"Additional file 1 of Understanding cholera dynamics in African countries with persistent outbreaks: a mathematical modeling approach","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Trent University; University of Toronto; York University","funders":"","keywords":"Dynamics (music); Cholera; Black box; System dynamics","score_opus":0.0523078379902132,"score_gpt":0.2639557299264346,"score_spread":0.2116478919362214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086983019","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":[0.000029968709,0.0000348126,0.00009120329,0.00020543388,0.0000035675419,0.00019595333,0.9044043,0.000019552575,0.09501521],"genre_scores_gemma":[0.09845907,6.025038e-7,0.0011464981,0.00034105254,0.000018285538,0.000392216,0.8986655,0.0000098251385,0.00096693693],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920964,0.000010828588,0.00020932376,0.00014330707,0.00021163844,0.00021526392],"domain_scores_gemma":[0.9992452,0.00042587452,0.000047256566,0.000114244445,0.00008637982,0.000081022845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034194807,0.00008829713,0.000240494,0.00012260859,0.000040053073,0.000009783855,0.00004416893,0.00006522348,0.82729495],"category_scores_gemma":[0.00068922574,0.000071977454,0.00006488276,0.00023793975,0.000013430803,0.00003668701,0.000024031217,0.00013300784,0.00009069829],"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":[0.0001463847,0.00010426974,0.00001235019,0.0015219321,0.000027423333,0.000012176905,0.000120184224,0.00032803466,1.5111816e-8,0.00074739987,0.9969197,0.000060124832],"study_design_scores_gemma":[0.0006834317,0.000114693685,0.00015244201,0.021589076,0.000026116018,0.00004664526,0.006753254,0.90023994,3.1076456e-7,0.00029747922,0.0699544,0.00014221238],"about_ca_topic_score_codex":0.0000051895454,"about_ca_topic_score_gemma":0.000009622271,"teacher_disagreement_score":0.9269653,"about_ca_system_score_codex":0.0005001542,"about_ca_system_score_gemma":0.00039494917,"threshold_uncertainty_score":0.29351553},"labels":[],"label_agreement":null},{"id":"W7095168671","doi":"","title":"Enabling Change in Attitudes Among Medical Students During a Pediatric Emergency Medicine Elective","year":2015,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Focus group; Scope (computer science); Variety (cybernetics); Middle East; Scope of practice; Globalization; Medical school","score_opus":0.0669344137350942,"score_gpt":0.40432449777185825,"score_spread":0.33739008403676407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095168671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896066,0.0024619633,0.0000093162735,0.0013785278,0.00081777363,0.0004896892,5.897925e-7,0.000088622626,0.0051469067],"genre_scores_gemma":[0.9948769,0.0018107292,0.000019154604,0.00066578836,0.001664997,0.000071911905,0.000007819655,0.000017597155,0.00086505426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967579,0.00007449325,0.0005974794,0.00032332938,0.0015961329,0.000650644],"domain_scores_gemma":[0.9983442,0.000054997854,0.00008242762,0.00018285098,0.00018377687,0.0011517357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016085053,0.00017222848,0.00044642668,0.00041106637,0.000047129004,0.0000039609436,0.00017263817,0.00016280042,0.0013028206],"category_scores_gemma":[0.0014034138,0.00012882559,0.000051674397,0.0008768969,0.000042632342,0.0001353378,0.00011219069,0.00035292414,0.00006276694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015145805,0.00025065284,0.9958745,0.00020771557,0.000014213854,0.00027332568,0.0008235622,3.119894e-7,0.0000047868243,0.000028229228,0.002165224,0.00020597612],"study_design_scores_gemma":[0.002494334,0.00021577853,0.99626017,0.00013468547,0.000029366109,0.000030026524,0.00038830907,0.00007559878,0.000010033643,0.00003550726,0.00020977539,0.00011639807],"about_ca_topic_score_codex":0.0034319921,"about_ca_topic_score_gemma":0.0014962628,"teacher_disagreement_score":0.005270337,"about_ca_system_score_codex":0.00022533354,"about_ca_system_score_gemma":0.00023160613,"threshold_uncertainty_score":0.9996101},"labels":[],"label_agreement":null},{"id":"W7095197839","doi":"","title":"Policy Brief Authors: Coordination and Writing:","year":2009,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Unit (ring theory); Global health; Health policy; Public health; Health services research; International health","score_opus":0.019262459587166915,"score_gpt":0.34211021987597107,"score_spread":0.32284776028880413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095197839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413773,0.00016289442,0.00020079411,0.08671343,0.000048094687,0.00014098086,0.0000011070974,0.000102325306,0.17125306],"genre_scores_gemma":[0.9820296,0.00002450384,0.00033060342,0.013975791,0.00018078757,7.3454044e-7,0.0000057109633,0.0000021408587,0.0034501392],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995464,0.000009408529,0.00010905508,0.00008312138,0.000079711914,0.00017226528],"domain_scores_gemma":[0.999655,0.000020675589,0.000014483583,0.00006139707,0.00004113948,0.00020730443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015388515,0.00004110761,0.00009233862,0.00006653699,0.00003661016,0.000008369083,0.000009334019,0.00004291166,0.000030243644],"category_scores_gemma":[0.0001296641,0.00003389603,0.000016053045,0.00012253948,0.000011658245,0.000035194666,0.0000037252055,0.00005147614,0.000011393971],"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":[0.0001421937,0.00015927396,0.07509457,0.00009992646,0.000007054778,0.000054194785,0.0001350484,1.7664537e-7,0.0009630255,0.26076382,0.09036879,0.5722119],"study_design_scores_gemma":[0.0008403869,0.00028637322,0.9610116,0.00005302313,0.000009084451,0.00015255569,0.000090351954,0.00030876594,0.0002125616,0.0043349913,0.032623187,0.000077126424],"about_ca_topic_score_codex":0.00011254722,"about_ca_topic_score_gemma":0.0000018478231,"teacher_disagreement_score":0.885917,"about_ca_system_score_codex":0.000022070044,"about_ca_system_score_gemma":0.00007205559,"threshold_uncertainty_score":0.138224},"labels":[],"label_agreement":null},{"id":"W7096143808","doi":"","title":"Mississauga PGME INFORMATION Postgraduate Medical Education 2013-2014","year":2013,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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 information; Continuing medical education; Information system; Curriculum","score_opus":0.007348482704123496,"score_gpt":0.2855795320138713,"score_spread":0.27823104930974785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096143808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6474953,0.00037096272,0.00032509738,0.17856103,0.0011652946,0.00078992214,0.0000021479846,0.00020032689,0.17108989],"genre_scores_gemma":[0.93755084,0.00026463257,0.00097254553,0.055106103,0.00023035733,0.000054511413,0.00019275297,0.0000071707805,0.0056210635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889404,0.00002167826,0.00032524645,0.00008225257,0.00040591636,0.0002708765],"domain_scores_gemma":[0.9987327,0.000032854638,0.00005302974,0.00017440796,0.00026165482,0.0007453815],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024449002,0.00008334061,0.00014713225,0.000099621044,0.000046781563,0.000021528956,0.000048702557,0.000117426986,0.008317092],"category_scores_gemma":[0.00038122584,0.00006044993,0.000047853082,0.00010459411,0.000025591513,0.00037949314,0.000015047918,0.00012490319,0.008697823],"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":[0.00001781752,0.0000771664,0.010480143,0.000077131335,0.000004897735,7.3243973e-7,0.000045303,6.187665e-8,0.000011979537,0.0008293882,0.880302,0.10815337],"study_design_scores_gemma":[0.0008251149,0.0001326302,0.26382712,0.0001465014,0.000020147734,0.00018842121,0.00032017246,0.0016308201,0.0001361576,0.0007769219,0.7318296,0.00016642008],"about_ca_topic_score_codex":0.0031375121,"about_ca_topic_score_gemma":0.000017539454,"teacher_disagreement_score":0.29005554,"about_ca_system_score_codex":0.000047520287,"about_ca_system_score_gemma":0.000991785,"threshold_uncertainty_score":0.9925894},"labels":[],"label_agreement":null},{"id":"W7096458962","doi":"","title":"Canada; 6Centre for Global eHealth Innovation,","year":2013,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":0.016163072603059048,"score_gpt":0.2990804985669935,"score_spread":0.28291742596393443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096458962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72869605,0.00014302458,0.001929187,0.15909134,0.0011665436,0.0024730002,0.00008112242,0.00011233429,0.106307425],"genre_scores_gemma":[0.92456174,0.0000040916602,0.0011839971,0.06891408,0.0001363491,0.000040633036,0.000077895806,0.0000042444167,0.0050769504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917614,0.000005458185,0.00023051602,0.00010202646,0.00013812217,0.00034774325],"domain_scores_gemma":[0.99921453,0.000028845536,0.000034038163,0.00010290321,0.00039871671,0.00022095245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008822606,0.000058308644,0.00012906325,0.00001830144,0.000049754824,0.0000052825835,0.000022997763,0.00003545413,0.0004328003],"category_scores_gemma":[0.00014483591,0.00004400393,0.000016382017,0.00028079748,0.000008037218,0.000030253863,0.000005519013,0.000033255175,0.00003337736],"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":[0.000021757764,0.000018618402,0.06627249,0.00008576198,0.000004643973,0.0000015124897,0.0000020376124,1.8652283e-7,0.000004896561,0.03272152,0.88781375,0.013052837],"study_design_scores_gemma":[0.0006924116,0.000059604783,0.27986568,0.000013141353,0.0000049484165,0.000017474438,0.00007232673,0.00015044003,0.00003681627,0.0014952132,0.7175298,0.00006218825],"about_ca_topic_score_codex":0.7466933,"about_ca_topic_score_gemma":0.3848049,"teacher_disagreement_score":0.36188838,"about_ca_system_score_codex":0.00028969237,"about_ca_system_score_gemma":0.0029664177,"threshold_uncertainty_score":0.6264208},"labels":[],"label_agreement":null},{"id":"W7096579423","doi":"","title":"Lead author and coordinator*:","year":2007,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Globalization; Commission; Christian ministry; Work (physics); Cover (algebra)","score_opus":0.02573643539540038,"score_gpt":0.34416984116053123,"score_spread":0.31843340576513085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096579423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8566441,0.00041644802,0.0006136156,0.0030416353,0.00016238909,0.000083716746,4.7144675e-7,0.000054592285,0.13898303],"genre_scores_gemma":[0.9827731,0.000011029697,0.00074082526,0.0035427036,0.000059566897,5.1510244e-7,0.0000014733181,0.0000031891082,0.0128675485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954575,0.0000034413665,0.00009506182,0.0000738544,0.0000721416,0.00020974761],"domain_scores_gemma":[0.9996191,0.000045097102,0.000008925305,0.00006348327,0.000025856572,0.00023751635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034367744,0.00003672471,0.00009099789,0.000033460867,0.000026221784,0.000002407337,0.000008185014,0.000041233783,0.00012051992],"category_scores_gemma":[0.0000621377,0.000027129872,0.000015298772,0.0000639276,0.00002096789,0.000015026421,0.0000069342564,0.000053666754,0.00006411966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003545979,0.00009556055,0.59969515,0.00018737697,0.000013402836,0.00030139225,0.00008645951,1.5115557e-8,0.0007232304,0.023192152,0.16650808,0.20884258],"study_design_scores_gemma":[0.0006616836,0.00013586979,0.6525123,0.000026680196,0.000011524147,0.00017153582,0.00021833407,0.00004106573,0.0010539568,0.00033304415,0.3447624,0.00007155234],"about_ca_topic_score_codex":0.0000622328,"about_ca_topic_score_gemma":0.000017173625,"teacher_disagreement_score":0.20877102,"about_ca_system_score_codex":0.000013806183,"about_ca_system_score_gemma":0.000028333425,"threshold_uncertainty_score":0.13196087},"labels":[],"label_agreement":null},{"id":"W7096655182","doi":"","title":"Editorials","year":2015,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Charter; Promotion (chess); Public health; Health promotion; Consumption (sociology); Bridge (graph theory); Theme (computing); Public sector","score_opus":0.05708412289244228,"score_gpt":0.360323575243497,"score_spread":0.3032394523510547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096655182","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":[0.1843439,0.00024036238,0.00012287192,0.006374603,0.024848508,0.00014503773,0.0000010475001,0.00013793177,0.78378576],"genre_scores_gemma":[0.9723019,0.0000062927224,0.0008036998,0.004707407,0.012714015,0.0000027434576,0.0000045036445,0.000003576817,0.009455866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966246,0.0000060445627,0.00006545067,0.000040359773,0.00011606707,0.00010962145],"domain_scores_gemma":[0.99952143,0.000016941993,0.0000063889197,0.000067405614,0.00006347179,0.0003243389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021737472,0.000021176511,0.00007309578,0.000012403028,0.0000058998753,0.0000017295292,0.000008720387,0.000026403728,0.00012734417],"category_scores_gemma":[0.00023925857,0.000014348772,0.000014505011,0.00003758975,0.0000052705886,0.000013434198,0.0000042665306,0.000024154102,0.00059594586],"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":[0.000043875785,0.000014864822,0.008681796,0.0000057466577,0.0000013631008,0.000010761113,0.00000995039,4.2290804e-8,0.000021067486,0.00086538465,0.989052,0.0012931331],"study_design_scores_gemma":[0.00041436014,0.000066833585,0.002673414,0.0000048688703,0.000003443131,0.000014053358,0.000044286568,0.0000060351445,0.00020391203,0.00041555165,0.9961338,0.000019443212],"about_ca_topic_score_codex":0.000058313664,"about_ca_topic_score_gemma":0.0000013746674,"teacher_disagreement_score":0.78795797,"about_ca_system_score_codex":0.000019200872,"about_ca_system_score_gemma":0.00015098607,"threshold_uncertainty_score":0.7659877},"labels":[],"label_agreement":null},{"id":"W7096734142","doi":"","title":"Original Article Survey of Nongovernmental Organizations Providing Pediatric Cardiovascular Care in Low- and Middle-Income Countries","year":2013,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Outreach; Psychological intervention; Scope (computer science); Quarter (Canadian coin); Developing country; Global health; Capacity building; South asia","score_opus":0.008833197119633124,"score_gpt":0.2348967413638031,"score_spread":0.22606354424416997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096734142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703145,0.001890112,0.000047381498,0.00006587478,0.00007420588,0.00037688942,0.000019750956,0.000018515006,0.0004758468],"genre_scores_gemma":[0.9993927,0.00019984505,0.00018162903,0.00009581836,0.00003566357,0.00000985484,0.000014944058,0.000009052966,0.000060500464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904275,0.00004808624,0.00025138576,0.00014245484,0.00028356878,0.00023177674],"domain_scores_gemma":[0.99927,0.00008118934,0.000034338642,0.00014283166,0.00031995558,0.00015166639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026870356,0.00007857863,0.0002583548,0.00006766723,0.000039914077,0.000012290946,0.000027230562,0.00004814109,0.00013689151],"category_scores_gemma":[0.00019128362,0.00006597089,0.000031698954,0.00048212425,0.00003116328,0.00010607103,0.000025714773,0.00006365841,0.000035283938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026500244,0.000028413211,0.9987126,0.00087476755,0.000015851136,0.000007957236,0.00014696862,0.000006694485,0.000009287379,0.00004840935,0.00007377741,0.000048770868],"study_design_scores_gemma":[0.0007538444,0.00006342662,0.9978354,0.00008797465,0.00003394053,0.000014638247,0.0005066562,0.00013616607,0.00039931698,0.0000025278896,0.00010025696,0.00006585392],"about_ca_topic_score_codex":0.0062856786,"about_ca_topic_score_gemma":0.00045552547,"teacher_disagreement_score":0.0058301534,"about_ca_system_score_codex":0.0001231966,"about_ca_system_score_gemma":0.00022106525,"threshold_uncertainty_score":0.9502108},"labels":[],"label_agreement":null},{"id":"W7096859046","doi":"","title":"Health Research Policy and Systems BioMed Central Editorial Building health research systems to achieve better health","year":2006,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Health policy; Summit; Context (archaeology); Systems research; Work (physics); Healthcare system; Public health; International health","score_opus":0.13501965382954004,"score_gpt":0.4841818361125465,"score_spread":0.34916218228300644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096859046","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":[0.19810936,0.019518703,0.00079751195,0.70538163,0.059034616,0.012301488,0.000342901,0.0005127609,0.0040009976],"genre_scores_gemma":[0.8292554,0.0010006801,0.00079562695,0.00984472,0.15563555,0.00023219876,0.00016829773,0.00010708296,0.0029604689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9837169,0.00356508,0.0017427491,0.0010611111,0.003753615,0.0061605335],"domain_scores_gemma":[0.99148667,0.0012020803,0.0002251694,0.00077540136,0.0010465346,0.0052641644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026464023,0.0003510092,0.0014197873,0.0021843286,0.0015012047,0.0002974156,0.00025342198,0.00030343363,0.000008374293],"category_scores_gemma":[0.0010344542,0.00029321958,0.00009408685,0.0030188295,0.00024761484,0.00014134237,0.00022948116,0.0015787061,0.000089515925],"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":true,"study_design_scores_codex":[0.0007032844,0.0002385119,0.0049493643,0.0035125094,0.00002049743,0.000021701244,0.00038895916,0.000016206768,0.00008048335,0.014494989,0.97126544,0.0043080663],"study_design_scores_gemma":[0.0026558584,0.005251825,0.019334026,0.0022994988,0.0000032070452,0.00020662378,0.0018119375,0.00053311593,0.0000097529655,0.00031811258,0.9672428,0.00033324433],"about_ca_topic_score_codex":0.40718013,"about_ca_topic_score_gemma":0.0016540022,"teacher_disagreement_score":0.6955369,"about_ca_system_score_codex":0.005790528,"about_ca_system_score_gemma":0.011766639,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W7097615573","doi":"","title":"Rinttd in Great Britain PIk S13!j3-4505(96)0002%2 1353-4505/96 S15.00+0.00 Patient Attitudes to Major Surgery in Rural Kenya","year":2016,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Kenya; Quarter (Canadian coin); Patient care; Qualitative research; Public health","score_opus":0.01758239812012832,"score_gpt":0.2809695964012887,"score_spread":0.2633871982811604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097615573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762825,0.0007742521,0.00006305287,0.01164123,0.0008037847,0.0011165085,0.000046715093,0.00017025215,0.009101703],"genre_scores_gemma":[0.98754406,0.0002723572,0.00027903842,0.0070410604,0.00024419854,0.00015298866,0.000038321075,0.0000592035,0.0043687825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951238,0.00024377319,0.0013968721,0.00073262956,0.00074418867,0.0017587489],"domain_scores_gemma":[0.9969286,0.0008376751,0.00014886333,0.00074483483,0.00019621341,0.0011438209],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012253829,0.00050011324,0.0012022819,0.00080262497,0.00008082269,0.00003642924,0.00019760363,0.00030646627,0.002223909],"category_scores_gemma":[0.0010276681,0.00035439443,0.0002816243,0.0008631993,0.00011044818,0.00025615125,0.00018893441,0.00035807883,0.0012543354],"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":[0.0009181665,0.00048031166,0.85201806,0.00023306953,0.000025035679,0.0007316464,0.00018322152,0.0000018579126,0.00037601037,0.00023789296,0.0789801,0.065814644],"study_design_scores_gemma":[0.002696052,0.00038405313,0.9326444,0.0018762344,0.000020343588,0.00012007898,0.0004045746,0.0000263499,0.0014483039,0.00020480096,0.059517473,0.00065731694],"about_ca_topic_score_codex":0.00735202,"about_ca_topic_score_gemma":0.004401928,"teacher_disagreement_score":0.08062638,"about_ca_system_score_codex":0.00077912497,"about_ca_system_score_gemma":0.00052108755,"threshold_uncertainty_score":0.9998908},"labels":[],"label_agreement":null},{"id":"W7099784235","doi":"","title":"Canadian Medical Education Journal 2012, 3(2) e107","year":2012,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Continuing medical education; Public health; Health care; Health education","score_opus":0.013810076720761857,"score_gpt":0.3276925615726094,"score_spread":0.31388248485184755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099784235","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":[0.27246875,0.00479951,0.00005340443,0.09768018,0.005872932,0.00015912161,0.0000013710061,0.000034416422,0.61893034],"genre_scores_gemma":[0.917741,0.00011732126,0.00031857155,0.065713964,0.001900725,0.000002362743,0.0000070573064,0.000005581612,0.014193407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901944,0.000020742838,0.00014741848,0.000042274427,0.00029731393,0.00047282182],"domain_scores_gemma":[0.99326015,0.00001653679,0.00001783374,0.00007859699,0.00009108939,0.0065358197],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062957744,0.000045678356,0.00009167377,0.00009893987,0.000073197145,0.0000063887574,0.000031693737,0.00010419286,0.031483427],"category_scores_gemma":[0.0005987612,0.000033118064,0.000034252975,0.000078900026,0.0000119237075,0.000104070394,0.0000039789516,0.00021841463,0.00085033383],"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":[0.000008189543,0.000074099466,0.10850736,0.000011178027,0.000004414144,0.0000104882165,0.00003483278,4.792391e-9,0.000001294527,0.0017045808,0.8333613,0.056282237],"study_design_scores_gemma":[0.0001536888,0.000018484388,0.11938878,0.00003188248,0.000008122596,0.00161105,0.000108287626,0.0000064025003,0.000005418125,0.000049593873,0.8785804,0.000037885944],"about_ca_topic_score_codex":0.03991904,"about_ca_topic_score_gemma":0.02715101,"teacher_disagreement_score":0.64527225,"about_ca_system_score_codex":0.00020786743,"about_ca_system_score_gemma":0.011397175,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W7100075107","doi":"","title":"Canadian Medical Education Journal Major Contribution / Research Article Procedural skills training for Canadian medical","year":2016,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Likert scale; Scale (ratio); MEDLINE; Continuing medical education; Educational measurement; Medical journal; Curriculum; Medical knowledge","score_opus":0.03131463302759947,"score_gpt":0.3912731776656358,"score_spread":0.35995854463803634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100075107","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":[0.4462764,0.00021912665,0.00022266245,0.54277986,0.0010450574,0.00083537603,0.000029355102,0.000031202584,0.00856093],"genre_scores_gemma":[0.9607459,0.00005593192,0.00017667045,0.035065003,0.0012726219,0.0000696159,0.000019790361,0.000014445785,0.0025800408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633855,0.00012027167,0.00043424664,0.00021508955,0.0013262529,0.0015655939],"domain_scores_gemma":[0.98196065,0.00035689032,0.00003507777,0.00013881842,0.0013049423,0.016203614],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005210741,0.00010268626,0.00023185505,0.00042559562,0.0005101851,0.000034199486,0.00013617994,0.00039029788,0.013240233],"category_scores_gemma":[0.035962533,0.00006514075,0.00007475168,0.00028854056,0.00012338566,0.00011909485,0.000009166449,0.0004846083,0.00020946149],"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":[0.00017532952,0.00013605869,0.016731808,0.000052224874,0.000031433894,0.00021601171,0.0002700474,1.8554662e-8,0.00007018843,0.0108745005,0.69135123,0.28009114],"study_design_scores_gemma":[0.0058233216,0.0005426242,0.0625369,0.0014345787,0.000033686705,0.0048264675,0.0016684728,0.0004608356,0.0003259161,0.0027443117,0.91930145,0.0003014234],"about_ca_topic_score_codex":0.45003432,"about_ca_topic_score_gemma":0.9440082,"teacher_disagreement_score":0.51446944,"about_ca_system_score_codex":0.0017985705,"about_ca_system_score_gemma":0.15228279,"threshold_uncertainty_score":0.9876618},"labels":[],"label_agreement":null},{"id":"W7100267711","doi":"","title":"PHARMACY PRACTICE Practice Spotlight: Volunteer Pharmacists in Sub-Saharan Africa","year":2016,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Economic shortage; Volunteer; Pharmacy practice; Health care; Clinical pharmacy; Distribution (mathematics)","score_opus":0.035179875930519175,"score_gpt":0.3704183808141484,"score_spread":0.3352385048836292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100267711","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":[0.16031502,0.010138033,0.0006284377,0.18299134,0.0020494056,0.0017900614,0.00004051058,0.0005120179,0.64153516],"genre_scores_gemma":[0.957519,0.007999509,0.00143217,0.022168688,0.00039790655,0.000055024222,0.000007760943,0.000042127027,0.010377815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974237,0.00022779267,0.0005537349,0.00041823316,0.00055073807,0.00082580856],"domain_scores_gemma":[0.99694455,0.0015732882,0.00016712457,0.00033343132,0.00038029984,0.0006013143],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014496904,0.0002220107,0.00036171786,0.000200172,0.000059437796,0.000018794142,0.000106168496,0.00007816968,0.0012596073],"category_scores_gemma":[0.0037892966,0.00014116846,0.00009645143,0.00047088135,0.000055574637,0.0009464137,0.000044310767,0.00029974984,0.002868024],"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":[0.009337935,0.00173878,0.0079224575,0.00017553676,0.00010560541,0.0040110433,0.00035188824,2.8466698e-7,0.016178405,0.000440305,0.8605563,0.09918146],"study_design_scores_gemma":[0.005358799,0.00008894214,0.0016508277,0.00011536987,0.000102142505,0.0011130582,0.00006434341,0.000047624024,0.0048055327,0.000031111238,0.98642683,0.00019543974],"about_ca_topic_score_codex":0.00015894469,"about_ca_topic_score_gemma":0.000008124469,"teacher_disagreement_score":0.79720396,"about_ca_system_score_codex":0.00024407695,"about_ca_system_score_gemma":0.0004059545,"threshold_uncertainty_score":0.9996534},"labels":[],"label_agreement":null},{"id":"W7100383781","doi":"","title":"WHO Commission on","year":2007,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Commission; Globalization; Work (physics); Christian ministry; European commission; Global health","score_opus":0.024251611549032576,"score_gpt":0.35356275348811034,"score_spread":0.32931114193907773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100383781","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":[0.29887655,0.000032324566,0.0001899409,0.002082358,0.00010767661,0.000049816263,1.7011467e-7,0.000036772857,0.6986244],"genre_scores_gemma":[0.96672606,0.000007949529,0.00019308223,0.009371479,0.00008538746,2.2012802e-7,0.000001989148,0.0000025868837,0.02361124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999608,0.0000035131588,0.00007877974,0.00005012236,0.00009861721,0.00016097286],"domain_scores_gemma":[0.9996166,0.000046527603,0.000007180111,0.00008520241,0.000016993436,0.00022746566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330324,0.00002904904,0.000068932495,0.000029819515,0.000023224307,0.0000010934108,0.000010033137,0.000031623378,0.00038491024],"category_scores_gemma":[0.000041514606,0.000018948165,0.000020591631,0.00005280469,0.000006172561,0.0000064938386,0.000003574653,0.000056047378,0.00026276667],"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":[0.0008626714,0.0002004812,0.11112143,0.00006796799,0.00000462153,0.00019251782,0.000040875737,1.8836884e-7,0.00040393329,0.016326353,0.7217916,0.14898732],"study_design_scores_gemma":[0.0003652607,0.00017847933,0.32617557,0.000057980393,0.0000023022367,0.00001760997,0.0000393762,0.000020474212,0.00208055,0.00008501674,0.6709465,0.00003091242],"about_ca_topic_score_codex":0.000033055432,"about_ca_topic_score_gemma":0.0000048206766,"teacher_disagreement_score":0.6750131,"about_ca_system_score_codex":0.000019877507,"about_ca_system_score_gemma":0.000020343881,"threshold_uncertainty_score":0.42144972},"labels":[],"label_agreement":null},{"id":"W7100501899","doi":"","title":"© 2010 Canadian Medical Association or its licensors","year":2010,"lang":"en","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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; Health care; MEDLINE; National Health Interview Survey; Public health; Government (linguistics); Alternative medicine","score_opus":0.01435152418152168,"score_gpt":0.3000942076396744,"score_spread":0.28574268345815274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100501899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5143662,0.00002225949,0.0000013117409,0.062139127,0.0024609382,0.00017718866,0.000008484352,0.00007019835,0.42075428],"genre_scores_gemma":[0.57933396,0.00004552861,0.000165612,0.044946093,0.00075528084,0.0000064734936,0.0000039990186,0.000010011021,0.37473303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880254,0.0000150703345,0.00016232647,0.00010478839,0.0004829768,0.00043230702],"domain_scores_gemma":[0.9977052,0.0001135862,0.00002564727,0.00010993518,0.0001645557,0.0018810742],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065819215,0.000057969704,0.00013635025,0.000069938906,0.000057757064,0.000006777082,0.000041675405,0.0003851257,0.25614938],"category_scores_gemma":[0.003184891,0.00003973054,0.00003368413,0.00012492416,0.000009317723,0.000030329273,0.000005804042,0.00047135033,0.010667312],"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":[0.000033558787,0.00002616941,0.028165882,0.000017964227,0.00000922595,0.0001469372,0.000024459445,1.1831036e-8,0.00007370112,0.0005400678,0.96505946,0.0059025865],"study_design_scores_gemma":[0.00032067535,0.000029623981,0.1798417,0.000010044011,0.000007117461,0.000067205976,0.000023348077,0.0001246915,0.00008877552,0.0000010034153,0.8194386,0.000047254423],"about_ca_topic_score_codex":0.04017595,"about_ca_topic_score_gemma":0.56308454,"teacher_disagreement_score":0.52290857,"about_ca_system_score_codex":0.000114934584,"about_ca_system_score_gemma":0.002634028,"threshold_uncertainty_score":0.990103},"labels":[],"label_agreement":null},{"id":"W7104450566","doi":"10.71781/25513","title":"Géopolitique de la santé : guerres paradigmatiques fratricides et mortelles entre médecines du monde","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Global Health and Surgery","field":"Medicine","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":"ESPACE; Dominance (genetics); Beaker","score_opus":0.01826041814780381,"score_gpt":0.4012604898185377,"score_spread":0.38300007167073385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104450566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6732357,0.023430351,0.00008754658,0.0014510619,0.0011513003,0.0013089554,0.00028530456,0.00001056758,0.2990392],"genre_scores_gemma":[0.9172938,0.026443733,0.0055435197,0.0015589868,0.0010415589,0.0001715569,0.002796001,0.00006789917,0.04508293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956407,0.0011090292,0.0010865721,0.0007147525,0.00038560972,0.0010633365],"domain_scores_gemma":[0.99539495,0.002817432,0.00041819588,0.0004734855,0.00026260226,0.0006333141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018706939,0.00063538185,0.0012534527,0.00034768143,0.00027512736,0.00032141423,0.00054726057,0.000958974,0.005193103],"category_scores_gemma":[0.0016159321,0.00059593114,0.00027793171,0.00042799002,0.00013187711,0.0002671951,0.00012719301,0.00078608806,0.0003517966],"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":[0.0019140013,0.0016387906,0.2650253,0.0037604559,0.0007339787,0.0024886501,0.024390405,0.00013622228,0.00052513945,0.021247452,0.107876085,0.57026356],"study_design_scores_gemma":[0.0028329035,0.0003952844,0.35352626,0.013283665,0.001288969,0.00028319447,0.042852715,0.0011298093,0.014624427,0.008620268,0.5598034,0.0013590637],"about_ca_topic_score_codex":0.007200147,"about_ca_topic_score_gemma":0.003244718,"teacher_disagreement_score":0.56890446,"about_ca_system_score_codex":0.00033538273,"about_ca_system_score_gemma":0.004412634,"threshold_uncertainty_score":0.9996492},"labels":[],"label_agreement":null},{"id":"W7107940592","doi":"10.5281/zenodo.17750143","title":"Report of the EUPHRESCO III stakeholders' consultations to develop a strategic research agenda","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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 Food Inspection Agency","funders":"European Commission","keywords":"Government (linguistics); Strategic planning; Public policy; Public health; Health services research","score_opus":0.16276864039021355,"score_gpt":0.35548811482937626,"score_spread":0.1927194744391627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107940592","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":[0.3981747,0.00017081543,0.001137385,0.015689213,0.00030896426,0.002106351,0.00019538707,0.0003749761,0.5818422],"genre_scores_gemma":[0.9888837,0.00003658619,0.00030640882,0.0008133734,0.000045946857,1.9503308e-7,0.000361239,0.0002703081,0.009282251],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753827,0.00045599675,0.00049186713,0.00035691904,0.0006491135,0.00050784845],"domain_scores_gemma":[0.99552184,0.00010099951,0.000092315546,0.0006489368,0.0033785545,0.00025734512],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002388971,0.000105371015,0.00020536491,0.00041411465,0.0017425303,0.000147625,0.00050305296,0.00007022389,0.0020479131],"category_scores_gemma":[0.005061373,0.00008769532,0.00005120559,0.0036102224,0.00026055693,0.000062591454,0.0007065279,0.00041347125,0.0008786442],"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":[0.00047649012,0.00032662458,0.00015824231,0.00042459276,0.000097280994,0.00018436827,0.0016753398,0.00003142886,0.0058404123,0.031213677,0.93528736,0.024284195],"study_design_scores_gemma":[0.0007713109,0.00015415675,0.007865441,0.0002178139,0.000020179115,0.00024857704,0.0023077726,0.00004691793,0.0010259568,0.00046886478,0.98678446,0.000088527806],"about_ca_topic_score_codex":0.00012427484,"about_ca_topic_score_gemma":0.000004083768,"teacher_disagreement_score":0.590709,"about_ca_system_score_codex":0.00021867665,"about_ca_system_score_gemma":0.00018952216,"threshold_uncertainty_score":0.99989927},"labels":[],"label_agreement":null},{"id":"W7109589849","doi":"10.60787/fpj.vol2no12.242-248","title":"ANALYSING THE IMPACT OF THE AFRICAN FORUM FOR RESEARCH AND EDUCATION IN HEALTH (AFREHEALTH) IN GHANA: A QUALITATIVE EVALUATION STUDY","year":2025,"lang":"","type":"article","venue":"Afrischolar Discovery","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Focus group; Qualitative research; Health education; Program evaluation; Health services; Service (business); Public health","score_opus":0.11609576400901198,"score_gpt":0.5626926404577999,"score_spread":0.44659687644878787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109589849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94419193,0.027327303,0.000053555606,0.017661897,0.00050181616,0.009469758,0.00010844534,0.0000032497526,0.0006820557],"genre_scores_gemma":[0.997947,0.00044187772,0.000024997065,0.0004437731,0.00007176222,0.00052218296,0.000029393945,0.000019055205,0.0004999806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98549026,0.009564302,0.001804016,0.0006902042,0.0012026639,0.0012485782],"domain_scores_gemma":[0.9935123,0.0038769671,0.000592422,0.00088666286,0.00091301487,0.00021868004],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.047710523,0.00028350766,0.00089292944,0.0011861034,0.00072516815,0.00015870229,0.00032533836,0.0001449746,0.000007801608],"category_scores_gemma":[0.008182457,0.00017297642,0.00021759649,0.0049637286,0.0003340932,0.0006831642,0.0002038096,0.0012631186,8.634877e-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":[0.003174752,0.005558305,0.82871586,0.0015672812,0.00030937378,0.0000011854132,0.09084586,0.00023284095,0.000057726567,0.002775756,0.0045746597,0.062186383],"study_design_scores_gemma":[0.0022324964,0.0013564936,0.55742043,0.0015518968,0.000071495044,0.0000010256468,0.4268882,0.0017378591,0.000009107041,0.008564221,0.000077420984,0.00008936562],"about_ca_topic_score_codex":0.049014244,"about_ca_topic_score_gemma":0.018150805,"teacher_disagreement_score":0.33604234,"about_ca_system_score_codex":0.0027792135,"about_ca_system_score_gemma":0.025806911,"threshold_uncertainty_score":0.9997654},"labels":[],"label_agreement":null},{"id":"W7110992230","doi":"10.1371/journal.pone.0331335.s006","title":"Inclusivity in global research.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Orthopedic surgery; Arthroplasty; Joint arthroplasty; Opioid; Pain management; Qualitative research","score_opus":0.10617203276152404,"score_gpt":0.46368487324986135,"score_spread":0.3575128404883373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110992230","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":[0.0119144,0.027666684,3.2362132e-7,0.0082893325,0.0010130898,0.0017475134,0.44171575,0.00007966488,0.50757325],"genre_scores_gemma":[0.9574086,0.00012296719,0.000009381837,0.0045081195,0.0003429174,0.00020107414,0.034094013,0.00001231099,0.0033005963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958279,0.0005424661,0.0006316006,0.0006100571,0.0006375492,0.0017504079],"domain_scores_gemma":[0.9971668,0.000898655,0.000067498935,0.0006578158,0.00059463887,0.000614599],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011245656,0.00024279418,0.0005559092,0.00038937223,0.00029450323,0.00005501305,0.00034521078,0.0004761596,0.21299325],"category_scores_gemma":[0.01948208,0.00025313575,0.000141222,0.0037864235,0.000037005633,0.00011426999,0.0009560191,0.0011793468,0.011564932],"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":[0.00029906983,0.00030919086,0.017856471,0.0030891323,0.00001667548,0.0006444052,0.00005445769,0.0000021357566,0.0000013291813,0.0005504635,0.9346745,0.042502157],"study_design_scores_gemma":[0.0011495334,0.00010082792,0.2760291,0.026305765,0.000007778398,0.000008745056,0.0001523584,0.0003379842,0.000023339931,0.002037553,0.69369704,0.00014995116],"about_ca_topic_score_codex":0.00070058473,"about_ca_topic_score_gemma":0.0010527006,"teacher_disagreement_score":0.94549423,"about_ca_system_score_codex":0.0017634713,"about_ca_system_score_gemma":0.0045884154,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W7111306844","doi":"10.1371/journal.pone.0327971.s001","title":"PRISMA 2020 checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Global Health and Surgery","field":"Medicine","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":"Necrotizing enterocolitis; Gastroschisis; Odds ratio; Congenital diaphragmatic hernia; Odds; Diaphragmatic hernia; Cohort study; Cohort","score_opus":0.021141220507491697,"score_gpt":0.3143258419613129,"score_spread":0.29318462145382124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111306844","genre_codex":"other","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":[0.0010345018,0.0465442,0.0000015149332,0.009748088,0.0024653762,0.0014479571,0.43712482,0.00020224431,0.5014313],"genre_scores_gemma":[0.46667066,0.00047842803,0.000068063586,0.039689615,0.0024051466,0.0004662034,0.33139077,0.00006944696,0.15876168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973354,0.000075088916,0.00066007936,0.0005330703,0.00035239305,0.0010439908],"domain_scores_gemma":[0.99793476,0.00030210224,0.00014541863,0.0006274249,0.00032368302,0.00066662784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014616112,0.0003182544,0.0005802304,0.0001301743,0.000204345,0.00005571898,0.00023513185,0.00042343442,0.6482957],"category_scores_gemma":[0.0054821325,0.00031862807,0.00026359293,0.0009007963,0.000013333641,0.00008478166,0.00020746383,0.00060848787,0.030614419],"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":[0.0001294837,0.000120080826,0.0009343825,0.0045787506,0.000054177028,0.0003015646,0.000052553816,6.441053e-7,0.0000059521253,0.000068112335,0.9675142,0.0262401],"study_design_scores_gemma":[0.00087123306,0.00008259627,0.036815483,0.017496444,0.0000571105,0.000017312903,0.00007657527,0.00031877443,0.0001908865,0.00006408348,0.943801,0.00020853904],"about_ca_topic_score_codex":0.000023778226,"about_ca_topic_score_gemma":0.0000055794185,"teacher_disagreement_score":0.61768126,"about_ca_system_score_codex":0.00022768938,"about_ca_system_score_gemma":0.0019381868,"threshold_uncertainty_score":0.99992657},"labels":[],"label_agreement":null},{"id":"W7115004987","doi":"10.51521/ijsa.2025.11.104","title":"Knowledge and Perception of Anaesthesia and Anaesthesiologists Among Medical Students in a Tertiary Institution in Nigeria: A cross-sectional Study","year":2025,"lang":"","type":"article","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Anesthesiology; Specialty; Perception; Perioperative; Set (abstract data type); Descriptive statistics; MEDLINE","score_opus":0.01587139335311801,"score_gpt":0.3624492598263575,"score_spread":0.3465778664732395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115004987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99431634,0.0028799747,0.000022031,0.0002044335,0.0004137141,0.0015984292,0.0000032510134,0.000020312847,0.00054150634],"genre_scores_gemma":[0.9966685,0.0026483247,0.000017288941,0.00040983778,0.000048087553,0.00007360469,0.000008771039,0.000008356213,0.00011721399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575114,0.000632637,0.0016077451,0.000741051,0.00070533657,0.00056206336],"domain_scores_gemma":[0.9988966,0.00019203304,0.0001438855,0.00024298216,0.00013529083,0.00038918224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004716731,0.00030829883,0.0008258314,0.00095852406,0.00012474078,0.000051362287,0.00018524201,0.0005965063,0.000099037024],"category_scores_gemma":[0.0008359559,0.0002704764,0.0000612764,0.0008237893,0.00087434665,0.00022105384,0.0002626927,0.0005845221,0.0000045641996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010912538,0.003503323,0.97433555,0.00057218736,0.000036111265,0.00025300842,0.0013805464,0.0000027347528,0.000013628891,0.00008995415,0.000036106885,0.018685598],"study_design_scores_gemma":[0.0060286294,0.0010060613,0.9883399,0.0010089065,0.000025371102,0.000019774738,0.0024902802,0.0008154805,0.0000017132146,0.00007302644,0.000024193698,0.00016666797],"about_ca_topic_score_codex":0.004418212,"about_ca_topic_score_gemma":0.01520657,"teacher_disagreement_score":0.01851893,"about_ca_system_score_codex":0.0003808571,"about_ca_system_score_gemma":0.0009424407,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W7115178040","doi":"10.3389/fpubh.2025.1693459","title":"Community-based participatory research: a lifeline to achieve people-centered care","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute; National Institute on Minority Health and Health Disparities; Centers for Disease Control and Prevention; National Institutes of Health; Hillman Foundation","keywords":"Operationalization; Participatory action research; Health equity; Community-based participatory research; Public health; Health care; Health promotion; Blueprint","score_opus":0.25089512956444954,"score_gpt":0.44622316652096233,"score_spread":0.1953280369565128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115178040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5494814,0.0030430856,0.009850362,0.42371288,0.0035628153,0.0033239552,0.00012950599,0.0002486192,0.0066473903],"genre_scores_gemma":[0.9267942,0.00010239665,0.0041237148,0.068029515,0.00010672871,0.0002470942,0.00023365297,0.000022334894,0.00034041572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385303,0.0027070534,0.0007517509,0.0003413582,0.0005755054,0.0017712953],"domain_scores_gemma":[0.9966018,0.0002774814,0.00007009278,0.0008693372,0.0004974539,0.0016837887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007742144,0.00018218787,0.0007073655,0.0014804784,0.00052054937,0.00004192167,0.0003017348,0.000167418,0.000018463086],"category_scores_gemma":[0.0020273603,0.00018073713,0.0000913553,0.0026055714,0.00011110719,0.000072249735,0.00013935451,0.0014976838,0.000025327183],"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":[0.00070462,0.00066921226,0.4023079,0.0018441427,0.000021909002,0.000016403646,0.0051031853,0.0000079185365,0.000001339902,0.0003088127,0.5503276,0.03868696],"study_design_scores_gemma":[0.002738881,0.0010407564,0.19146065,0.0007433616,0.000006575375,0.0000020260557,0.01847336,0.0006737701,0.0000054267507,0.00019721703,0.78450453,0.0001534433],"about_ca_topic_score_codex":0.0026079314,"about_ca_topic_score_gemma":0.0020009063,"teacher_disagreement_score":0.37731278,"about_ca_system_score_codex":0.0020239046,"about_ca_system_score_gemma":0.0086142225,"threshold_uncertainty_score":0.997006},"labels":[],"label_agreement":null},{"id":"W7116064017","doi":"10.1053/j.gastro.2025.12.023","title":"The SENENDO Volunteer Mission — A Training and Care Delivery Model That Addresses Lacking Digestive Endoscopy Resources in Sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"McGill University Health Centre; Ministry of Defense; McGill University","keywords":"Volunteer; Endoscopy; Training (meteorology); Patient care","score_opus":0.030679352476248496,"score_gpt":0.2839118332033032,"score_spread":0.25323248072705473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116064017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857362,0.010258674,0.00014842606,0.0025017543,0.00019241351,0.0002682881,0.000018848481,0.000033806733,0.00084159063],"genre_scores_gemma":[0.99684256,0.0014857482,0.00020427121,0.0012895017,0.000035641897,0.000023975075,0.000012366978,0.00001024461,0.00009567867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985445,0.00014519294,0.00024603654,0.000287351,0.00012752507,0.0006493587],"domain_scores_gemma":[0.9993205,0.0002448709,0.00006250169,0.00016653397,0.00006365928,0.00014193387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023285853,0.00015332089,0.0003322932,0.0001503733,0.00017476828,0.000018429648,0.00008110515,0.00009223256,0.0000030844042],"category_scores_gemma":[0.00013325317,0.0001111754,0.000054719916,0.00009781666,0.00014134824,0.000044798126,0.00008062309,0.00028081742,0.0000014438264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061529237,0.00007134157,0.961865,0.00023613824,0.00006479647,0.00018602645,0.007405067,0.00029974277,0.0013263567,0.000027044196,0.0069873943,0.015378154],"study_design_scores_gemma":[0.011727662,0.0018495725,0.8541335,0.0030832873,0.00026478825,0.00025280527,0.02051452,0.02846716,0.00088890176,0.0004126407,0.078060955,0.000344192],"about_ca_topic_score_codex":0.00007920797,"about_ca_topic_score_gemma":0.00030564232,"teacher_disagreement_score":0.107731506,"about_ca_system_score_codex":0.00007610617,"about_ca_system_score_gemma":0.000098479104,"threshold_uncertainty_score":0.4533601},"labels":[],"label_agreement":null},{"id":"W7116834059","doi":"10.1016/j.pecglo.2025.100002","title":"From local voices to global impact: Introducing PEC Global","year":2025,"lang":"en","type":"article","venue":"PEC Global","topic":"Global Health and Surgery","field":"Medicine","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; University Health Network","funders":"","keywords":"Perspective (graphical); Key (lock); Work (physics); Agency (philosophy)","score_opus":0.008031260327635466,"score_gpt":0.3466854466568071,"score_spread":0.33865418632917166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116834059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122431,0.0026299933,0.0056516714,0.01278635,0.0032383273,0.00063461176,0.0016989593,0.0003461385,0.06077082],"genre_scores_gemma":[0.98696876,0.000027844073,0.0014017115,0.009774285,0.0013778519,0.000020690431,0.0001650523,0.000011360395,0.00025242075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603236,0.0000969395,0.00072472054,0.0009757478,0.0007206459,0.0014496148],"domain_scores_gemma":[0.9973539,0.00008022307,0.00011128753,0.0008180042,0.00029284615,0.0013437435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036662622,0.00048574523,0.00088251976,0.000058698217,0.00019544756,0.00010340332,0.00035701512,0.00030004387,0.00041692003],"category_scores_gemma":[0.00059962843,0.00043074062,0.00037132524,0.0017190807,0.0001426516,0.00014407713,0.00029739598,0.0002447345,0.0009323156],"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":[0.0019838691,0.00032294006,0.67516357,0.00013054122,0.00023202007,0.0002968641,0.000072111696,0.00016773614,0.000023386443,0.004030055,0.236851,0.0807259],"study_design_scores_gemma":[0.0022484611,0.00034487477,0.90066713,0.0003890181,0.00023845526,0.00015496387,0.00054745964,0.0004523329,0.000034753113,0.005889451,0.08860798,0.00042511628],"about_ca_topic_score_codex":0.029287677,"about_ca_topic_score_gemma":0.003181416,"teacher_disagreement_score":0.22550356,"about_ca_system_score_codex":0.003745417,"about_ca_system_score_gemma":0.0013863933,"threshold_uncertainty_score":0.99984556},"labels":[],"label_agreement":null},{"id":"W7116900453","doi":"10.1002/alz70862_109998","title":"Enhancing Dementia Imaging in Low‐and‐Middle Income Countries Through Training of Skilled MRI Personnel","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Global Health and Surgery","field":"Medicine","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); Royal Ottawa Mental Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Training (meteorology); Dementia; Low and middle income countries; Medical imaging; Developing country; Health care","score_opus":0.018911187362181385,"score_gpt":0.29081975791872366,"score_spread":0.2719085705565423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116900453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76096666,0.22780143,0.0008133218,0.0018228125,0.0007458751,0.00063500786,0.000010231528,0.00007311308,0.0071315276],"genre_scores_gemma":[0.99446136,0.0006183846,0.002811516,0.0019842153,0.00004571167,0.00002866379,0.000014502485,0.000016998792,0.000018657343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980583,0.000060993993,0.0007008168,0.00033777338,0.00024944794,0.0005926765],"domain_scores_gemma":[0.9992659,0.0001458385,0.00014010836,0.00023496641,0.00010019331,0.00011296858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356211,0.00020416653,0.00050624606,0.00020669679,0.0001353834,0.000020908874,0.00008972251,0.00007533774,0.00016773495],"category_scores_gemma":[0.0000693328,0.0002016677,0.00009385473,0.00031190025,0.00012136145,0.00015694677,0.00008865317,0.00017570898,0.000012120868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000614681,0.00032002726,0.9504999,0.0014062829,0.0086043365,0.00016127019,0.018513262,0.000015242286,0.0011033592,0.006928939,0.0009067514,0.01092597],"study_design_scores_gemma":[0.022241814,0.00049591763,0.75516176,0.021947574,0.045328643,0.00015589833,0.046048064,0.0030469473,0.0684229,0.0039449073,0.031174652,0.0020309302],"about_ca_topic_score_codex":0.00077785266,"about_ca_topic_score_gemma":0.00026290223,"teacher_disagreement_score":0.23349467,"about_ca_system_score_codex":0.000016962607,"about_ca_system_score_gemma":0.0002838429,"threshold_uncertainty_score":0.822377},"labels":[],"label_agreement":null},{"id":"W7116964497","doi":"10.2478/jdis-2025-0053","title":"From definitions to implementation – A guide to collect and apply the Lancet Commission on Global Surgery indicators: An Utstein consensus report","year":2025,"lang":"en","type":"article","venue":"Journal of Data and Information Science","topic":"Global Health and Surgery","field":"Medicine","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":"Kwame Nkrumah University of Science and Technology; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Cape Town; Laerdal Foundation for Acute Medicine; University of Rwanda; Universiteit Stellenbosch; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; Busitema University; Eberhard Karls Universität Tübingen; Faculty of Medicine and Health, University of Sydney; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Commission; Metadata; Preparedness; Population; Global health; Health care; Suite","score_opus":0.08475629260661689,"score_gpt":0.44147727141510884,"score_spread":0.35672097880849196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116964497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96984833,0.000035301386,0.0014790808,0.024180194,0.00022484083,0.0002351267,0.00042062943,0.0000066636785,0.0035698244],"genre_scores_gemma":[0.98010886,0.00010680515,0.004464359,0.015082348,0.00009030579,0.0000031117731,0.00013523898,9.741577e-7,0.000007982642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987426,0.00003247778,0.0005885219,0.000087171036,0.0004039463,0.00014530064],"domain_scores_gemma":[0.99875677,0.0001997765,0.0002509501,0.00028582933,0.00021218584,0.0002945088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842926,0.000051666688,0.00017089953,0.0003083212,0.00025642355,0.0001237584,0.00014978653,0.000019812192,0.000007983722],"category_scores_gemma":[0.0013775912,0.000033120275,0.000012327703,0.0009390041,0.00007011379,0.0010868007,0.00009491614,0.0000735265,0.0000028740515],"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":[0.000565203,0.000041577496,0.105888434,0.000040934883,0.000015599917,0.000025685174,0.0007329549,0.000005061862,0.000132842,0.0017455091,0.72168416,0.16912201],"study_design_scores_gemma":[0.00060538977,0.00020280991,0.47592804,0.00022772358,0.000025057585,0.00038152066,0.0038732362,0.00025245175,0.00011688891,0.00018416133,0.51814413,0.000058596648],"about_ca_topic_score_codex":0.00015167805,"about_ca_topic_score_gemma":0.00002186483,"teacher_disagreement_score":0.37003958,"about_ca_system_score_codex":0.00007185086,"about_ca_system_score_gemma":0.0010253559,"threshold_uncertainty_score":0.19722286},"labels":[],"label_agreement":null},{"id":"W7117237125","doi":"10.1002/alz70856_101482","title":"Enhancing Dementia Imaging in Low‐and‐Middle Income Countries Through Training of Skilled MRI Personnel","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Global Health and Surgery","field":"Medicine","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); Royal Ottawa Mental Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Training (meteorology); Dementia; Low and middle income countries; Medical imaging; Developing country; Health care","score_opus":0.018911187362181385,"score_gpt":0.29081975791872366,"score_spread":0.2719085705565423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117237125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76096666,0.22780143,0.0008133218,0.0018228125,0.0007458751,0.00063500786,0.000010231528,0.00007311308,0.0071315276],"genre_scores_gemma":[0.99446136,0.0006183846,0.002811516,0.0019842153,0.00004571167,0.00002866379,0.000014502485,0.000016998792,0.000018657343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980583,0.000060993993,0.0007008168,0.00033777338,0.00024944794,0.0005926765],"domain_scores_gemma":[0.9992659,0.0001458385,0.00014010836,0.00023496641,0.00010019331,0.00011296858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356211,0.00020416653,0.00050624606,0.00020669679,0.0001353834,0.000020908874,0.00008972251,0.00007533774,0.00016773495],"category_scores_gemma":[0.0000693328,0.0002016677,0.00009385473,0.00031190025,0.00012136145,0.00015694677,0.00008865317,0.00017570898,0.000012120868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000614681,0.00032002726,0.9504999,0.0014062829,0.0086043365,0.00016127019,0.018513262,0.000015242286,0.0011033592,0.006928939,0.0009067514,0.01092597],"study_design_scores_gemma":[0.022241814,0.00049591763,0.75516176,0.021947574,0.045328643,0.00015589833,0.046048064,0.0030469473,0.0684229,0.0039449073,0.031174652,0.0020309302],"about_ca_topic_score_codex":0.00077785266,"about_ca_topic_score_gemma":0.00026290223,"teacher_disagreement_score":0.23349467,"about_ca_system_score_codex":0.000016962607,"about_ca_system_score_gemma":0.0002838429,"threshold_uncertainty_score":0.822377},"labels":[],"label_agreement":null},{"id":"W7120552969","doi":"","title":"Estudos colaborativos na América Latina: desafios e oportunidades em cirurgia ortopédica e traumatológica","year":2013,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Global Health and Surgery","field":"Medicine","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":"Context (archaeology); Latin Americans; Exploratory research; Promotion (chess); Plan (archaeology); Action plan; Orthopedic surgery","score_opus":0.023786840255256746,"score_gpt":0.26488647206670907,"score_spread":0.24109963181145233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120552969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6617553,0.00068103545,0.0017357025,0.056175277,0.0016425808,0.0041413847,0.00012300907,0.0016260151,0.27211967],"genre_scores_gemma":[0.99159807,0.000368062,0.004115035,0.0016590605,0.0004725251,0.00070643687,0.0002505905,0.00009052216,0.00073971605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945243,0.00039086276,0.0013298809,0.0009923949,0.0012936059,0.0014689271],"domain_scores_gemma":[0.9951979,0.00035809318,0.0005268791,0.0009075982,0.001105017,0.0019045197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068030675,0.00068534823,0.0010618584,0.0005592554,0.0008780689,0.00027830026,0.00046643216,0.0007295951,0.00030866908],"category_scores_gemma":[0.000997023,0.00055871095,0.00037316076,0.0013624029,0.000050366903,0.0006083912,0.00018318588,0.0010054555,0.00018004474],"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":[0.0017348693,0.0052323136,0.033259723,0.0014355831,0.00091786,0.0029341371,0.0043908306,0.00003876368,0.007449917,0.83789897,0.05642444,0.048282593],"study_design_scores_gemma":[0.0023966422,0.0002831189,0.098601565,0.0003458174,0.00014439588,0.003149659,0.0012093369,0.0007067259,0.000628338,0.00028035682,0.8915459,0.00070814195],"about_ca_topic_score_codex":0.000008239601,"about_ca_topic_score_gemma":0.0000814537,"teacher_disagreement_score":0.8376186,"about_ca_system_score_codex":0.0007383932,"about_ca_system_score_gemma":0.0017092387,"threshold_uncertainty_score":0.9996864},"labels":[],"label_agreement":null},{"id":"W7127012493","doi":"","title":"Broadening the Perspectives: An International Outlook","year":2025,"lang":"en","type":"article","venue":"Åbo Akademi University Research Portal","topic":"Global Health and Surgery","field":"Medicine","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":"Government (linguistics); Work (physics); Globalization; Focus (optics)","score_opus":0.0515908448611729,"score_gpt":0.40688120092378205,"score_spread":0.35529035606260917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127012493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63250864,0.00020794479,0.00007823975,0.011824905,0.000225324,0.00030026186,0.000016183978,0.00006427671,0.35477424],"genre_scores_gemma":[0.96549016,0.00022849896,0.00008137011,0.00038708412,0.00015680116,8.9861436e-7,0.00002682226,0.0000048447077,0.033623517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983395,0.0001918889,0.00011546091,0.0002844094,0.0005998757,0.0004688661],"domain_scores_gemma":[0.9987571,0.00020110216,0.000025938902,0.00029635208,0.00044579897,0.0002736721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115558,0.000077475765,0.00013612419,0.00034655968,0.00044175464,0.000025754502,0.00034560106,0.000107895255,0.00054463814],"category_scores_gemma":[0.0004619365,0.00006373966,0.00008533919,0.00055494637,0.00032246293,0.00022054464,0.00017300848,0.0008397709,0.000054987704],"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":[0.0021354498,0.00063480245,0.6030797,0.00010935343,0.0003701346,0.002613311,0.007048441,0.000010026444,0.000496166,0.17530786,0.19683631,0.011358463],"study_design_scores_gemma":[0.0017938331,0.000254367,0.29185167,0.00018936596,0.000047255864,0.00010944398,0.17235816,0.00089832343,0.00009144423,0.0004944999,0.5317487,0.00016295454],"about_ca_topic_score_codex":0.00049588096,"about_ca_topic_score_gemma":0.00006828282,"teacher_disagreement_score":0.3349124,"about_ca_system_score_codex":0.00023853825,"about_ca_system_score_gemma":0.00077327207,"threshold_uncertainty_score":0.5963406},"labels":[],"label_agreement":null},{"id":"W7128182928","doi":"10.1007/s11024-025-09586-y","title":"The World Health Organization and the Struggle to Coordinate Global Health Research","year":2025,"lang":"en","type":"article","venue":"Minerva","topic":"Global Health and Surgery","field":"Medicine","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","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mandate; Negotiation; Global health; International health; Public health; Medical research; Pandemic; Right to health; Normative","score_opus":0.03693010378378635,"score_gpt":0.4204230242599698,"score_spread":0.38349292047618344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128182928","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":[0.10297084,0.01243835,0.00020484604,0.8700703,0.0005591064,0.0014064803,0.00001939517,0.000057446177,0.012273229],"genre_scores_gemma":[0.9287103,0.00057012204,0.00017442688,0.048851933,0.00015800052,0.000027903521,0.000020049816,0.00000990069,0.021477379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982291,0.00037008856,0.00030051373,0.00019610394,0.0003016592,0.0006025204],"domain_scores_gemma":[0.99847776,0.0005430122,0.00004558325,0.0003113963,0.00028278003,0.00033944283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032532304,0.00008147719,0.00024365191,0.000075310425,0.00078387995,0.000051054798,0.00010732351,0.00002726029,0.000015937452],"category_scores_gemma":[0.0011338498,0.00004351998,0.000022700504,0.0020683263,0.00014716586,0.000020928888,0.00010941645,0.00020209962,0.000028881235],"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":[0.00034832937,0.00003406028,0.021352991,0.00015149574,0.000016412669,0.000003189932,0.00018087366,0.0000017942482,0.000002830089,0.042361096,0.83604234,0.099504575],"study_design_scores_gemma":[0.0020749203,0.00022082252,0.16081515,0.00031220185,0.000009008987,0.000027260005,0.00065970345,0.00023670077,0.000014093911,0.002260513,0.8333021,0.000067561596],"about_ca_topic_score_codex":0.0021665823,"about_ca_topic_score_gemma":0.0034330566,"teacher_disagreement_score":0.82573944,"about_ca_system_score_codex":0.00036045088,"about_ca_system_score_gemma":0.001247233,"threshold_uncertainty_score":0.60290504},"labels":[],"label_agreement":null},{"id":"W7128434808","doi":"10.7189/001c.29066","title":"Global surgery research collaborations during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Global Health Economics and Policy","topic":"Global Health and Surgery","field":"Medicine","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; Western University; Dalhousie University; McMaster University; University of Toronto","funders":"","keywords":"Pandemic; Pooling; Global health; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Key (lock); MEDLINE","score_opus":0.12617737807649468,"score_gpt":0.4693329088104623,"score_spread":0.34315553073396765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128434808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8267835,0.008889834,0.000011730589,0.16235498,0.0004520992,0.0001624028,0.00023495466,0.000008623308,0.0011018951],"genre_scores_gemma":[0.92167324,0.04532344,0.00009906908,0.03144611,0.0013254972,0.0000034522648,0.000008030484,0.000007430095,0.00011374292],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754137,0.00035497634,0.0009804493,0.00018426836,0.00021486277,0.0007240767],"domain_scores_gemma":[0.99659497,0.00051466184,0.00040495786,0.00023984213,0.00050409406,0.0017414528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032626567,0.00012522594,0.00056498824,0.000114206334,0.00060492876,0.00007893311,0.00009387324,0.00011262635,0.000025069503],"category_scores_gemma":[0.0016358305,0.000097136915,0.00015239681,0.0009553906,0.00014928481,0.000104040504,0.00006996548,0.00031175924,0.000008168342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00063828204,0.00012718828,0.8804954,0.00048184744,0.0000811361,0.00017183575,0.00014167547,0.00011417692,0.0000016685444,0.03737427,0.07253256,0.007839906],"study_design_scores_gemma":[0.0011521414,0.00016834651,0.46531585,0.00008214521,0.000015494576,0.011725625,0.00065089134,0.000041315296,9.814238e-7,0.0068302383,0.5139213,0.00009563691],"about_ca_topic_score_codex":0.0020943927,"about_ca_topic_score_gemma":0.003117938,"teacher_disagreement_score":0.4413888,"about_ca_system_score_codex":0.004021092,"about_ca_system_score_gemma":0.03584477,"threshold_uncertainty_score":0.9998023},"labels":[],"label_agreement":null},{"id":"W7128527510","doi":"10.4314/gmj.v56i3.4s","title":"Historical and contemporary factors that influenced the emergence and continuity of WANEL: Lessons for sustainable HPSR network formation in LMICs","year":2022,"lang":"","type":"article","venue":"Ghana Medical Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"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":"International Development Research Centre","keywords":"Sustainability; Thematic analysis; Process (computing); Plan (archaeology); Global network; Corporate governance; Qualitative research; Global health; Health policy; Sustainable development","score_opus":0.0453108406094135,"score_gpt":0.3137389323464836,"score_spread":0.2684280917370701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128527510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.924425,0.049864706,0.0015140611,0.021262946,0.0016018644,0.0010231312,0.000020872758,0.00001213853,0.00027524598],"genre_scores_gemma":[0.99388903,0.004337888,0.000031721313,0.0011987266,0.0003081626,0.000032788914,0.000008527403,0.00001540887,0.00017773504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953424,0.0006344391,0.0013940408,0.0002652646,0.0013377737,0.0010260891],"domain_scores_gemma":[0.9964242,0.001260294,0.00074593135,0.00018168954,0.00027459016,0.0011132882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067612673,0.0002410743,0.00084226014,0.00018507839,0.001021197,0.000035799814,0.00026155802,0.00021683628,0.00015208867],"category_scores_gemma":[0.002909934,0.00017428369,0.00015316495,0.00047925074,0.00031303093,0.00032224195,0.0002765365,0.0016153083,1.5301912e-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":[0.0049851034,0.00068421575,0.7017344,0.002741782,0.00020861311,0.0013581979,0.0137909865,0.00011283278,0.000018545463,0.006887844,0.21375267,0.053724807],"study_design_scores_gemma":[0.015650311,0.004366292,0.46439353,0.002212762,0.0004618172,0.0032446242,0.17798118,0.015187646,0.00006883271,0.009854437,0.30558616,0.0009923977],"about_ca_topic_score_codex":0.0008842736,"about_ca_topic_score_gemma":0.00007953477,"teacher_disagreement_score":0.23734085,"about_ca_system_score_codex":0.0007214356,"about_ca_system_score_gemma":0.0017160914,"threshold_uncertainty_score":0.78543246},"labels":[],"label_agreement":null},{"id":"W7129041067","doi":"10.1111/epic.70016","title":"Co‐designing a Large Language Model Benchmarking Dataset for Primary Care with Nurses in Kenya","year":2025,"lang":"en","type":"article","venue":"Ethnographic Praxis in Industry Conference Proceedings","topic":"Global Health and Surgery","field":"Medicine","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":"Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Benchmarking; Primary care; Context (archaeology); Participatory design; Benchmark (surveying); Health care; Citizen journalism; Work (physics); Participatory evaluation","score_opus":0.0268118763577169,"score_gpt":0.34225828370547723,"score_spread":0.3154464073477603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7129041067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98496896,0.0007426041,0.0006468632,0.00066751876,0.00016595508,0.0016523042,0.0008448653,0.00008799943,0.010222915],"genre_scores_gemma":[0.99315876,0.00006458068,0.0025121942,0.0018385238,0.000056443936,0.00040147905,0.0017899907,0.000022492854,0.00015555018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975404,0.00002114736,0.0005333183,0.0006364262,0.00033659177,0.0009320756],"domain_scores_gemma":[0.9989979,0.00013787046,0.00015220635,0.00022657629,0.00027827956,0.00020716294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009069432,0.00031561538,0.0005907245,0.0009585969,0.00014598705,0.00006409673,0.0002396292,0.00068319857,0.000017933637],"category_scores_gemma":[0.00022997048,0.00028909958,0.00006366323,0.0014403757,0.00016254674,0.00031203634,0.000056951943,0.0016176599,7.7813394e-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":[0.0010783079,0.00025804565,0.96717685,0.0033569816,0.00003957499,0.000060609967,0.009179961,0.000017702232,0.0008806232,0.0013092811,0.006823988,0.009818092],"study_design_scores_gemma":[0.041205652,0.0034021328,0.41764367,0.06885374,0.00067377934,0.00019860675,0.36027724,0.050265312,0.006396561,0.003381224,0.043474372,0.004227719],"about_ca_topic_score_codex":0.00016014412,"about_ca_topic_score_gemma":0.00016945979,"teacher_disagreement_score":0.5495332,"about_ca_system_score_codex":0.00019407496,"about_ca_system_score_gemma":0.0012022563,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W7133020072","doi":"","title":"Accountability in the Aftermath of OxyContin: A Network Analysis of Global Health Systems","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Global Health and Surgery","field":"Medicine","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":"Accountability; Global health; Public health; Health care; Narrative; Health policy; Action (physics); Grey literature","score_opus":0.01989622899905785,"score_gpt":0.40673079003805057,"score_spread":0.3868345610389927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133020072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439177,0.043441195,0.00010881864,0.0010150967,0.0019741445,0.0022495182,0.00030355688,0.000014651029,0.0069753495],"genre_scores_gemma":[0.9960684,0.0016131727,0.000026615127,0.0007593225,0.00016652718,0.00008432143,0.0007670805,0.000010337639,0.00050420576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931509,0.0013357183,0.0027139615,0.00063333026,0.0010758258,0.0010902969],"domain_scores_gemma":[0.99503654,0.0007665287,0.0020396821,0.001281716,0.00060493173,0.00027062782],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005826178,0.00048733197,0.0035502568,0.00035160466,0.00011166386,0.000024327037,0.00044035778,0.0005085806,0.00007066675],"category_scores_gemma":[0.0004775629,0.00037794482,0.00079237844,0.0074244295,0.00009802943,0.0000504558,0.000044111595,0.00056275015,0.0000035103708],"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":[0.004872256,0.0011067358,0.9222005,0.028160473,0.0024913454,0.000025529767,0.022811811,0.003778437,0.0000058757423,0.0033307038,0.0061052283,0.005111089],"study_design_scores_gemma":[0.0007639611,0.00023900336,0.93159205,0.0046206755,0.0026819962,0.0000032589935,0.054132525,0.004674753,0.000001243572,0.000038757633,0.0010529615,0.00019881548],"about_ca_topic_score_codex":0.08937838,"about_ca_topic_score_gemma":0.029871982,"teacher_disagreement_score":0.059506398,"about_ca_system_score_codex":0.0008183253,"about_ca_system_score_gemma":0.0042418567,"threshold_uncertainty_score":0.99986726},"labels":[],"label_agreement":null},{"id":"W7133030382","doi":"","title":"Decolonizing Global Health Partnerships: Exploring International Partnerships in Health Professions Education Through a Postcolonial Lens","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Operationalization; Colonialism; Health professions; Power (physics); Population health; Perspective (graphical); Health care; Neocolonialism","score_opus":0.25628853870882723,"score_gpt":0.4942468331118399,"score_spread":0.2379582944030127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133030382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66242635,0.012680033,0.00008552255,0.2630236,0.0475302,0.0063044266,0.00013872392,0.00058350834,0.0072275954],"genre_scores_gemma":[0.9503443,0.018136961,0.0008419603,0.010604162,0.0026140502,0.0017896943,0.00538708,0.00019535766,0.010086412],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98842806,0.0015869584,0.00311802,0.0017679291,0.0016819085,0.0034171492],"domain_scores_gemma":[0.99427235,0.00059623073,0.0021247496,0.0008507703,0.0006041693,0.0015517072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004075722,0.0010978915,0.0021001617,0.000723357,0.0010691157,0.00013496036,0.0005690835,0.00084516796,0.00027678255],"category_scores_gemma":[0.0025125768,0.0012246945,0.00044852248,0.0026501082,0.00013165278,0.0007241666,0.00016753025,0.002254375,0.0006924693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.009880175,0.0071309465,0.26388803,0.023491958,0.0007360324,0.0004381041,0.43501344,0.0001833069,0.000040908286,0.054219697,0.10494733,0.10003009],"study_design_scores_gemma":[0.0050942325,0.0018933641,0.2715295,0.039770257,0.0001437995,0.0001139445,0.51357615,0.00056353654,0.000033862154,0.0016446403,0.16386026,0.001776474],"about_ca_topic_score_codex":0.015234337,"about_ca_topic_score_gemma":0.043717854,"teacher_disagreement_score":0.28791794,"about_ca_system_score_codex":0.00916417,"about_ca_system_score_gemma":0.037137777,"threshold_uncertainty_score":0.9990203},"labels":[],"label_agreement":null},{"id":"W7133080267","doi":"","title":"Do Research Ethics Guidelines Promote Equitable Power Relationships Between Low-and-Middle-Income Country Communities and High-Income Country Researchers?","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Global Health and Surgery","field":"Medicine","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":"Redress; Participatory action research; Research ethics; Power (physics); Global health; Community-based participatory research; Agency (philosophy); Respect for persons","score_opus":0.3461467221380332,"score_gpt":0.515956772562961,"score_spread":0.1698100504249278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133080267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87832975,0.088664025,0.000029682069,0.016289402,0.0023231457,0.00300771,0.0005909774,0.0002533806,0.010511896],"genre_scores_gemma":[0.9134029,0.031762328,0.0005200539,0.00042358428,0.0013606123,0.00021484667,0.0031961834,0.000322669,0.048796818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9816547,0.005086927,0.0026833764,0.001495688,0.005228373,0.0038509297],"domain_scores_gemma":[0.97601247,0.012996172,0.000575095,0.0020171856,0.006149622,0.0022494777],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.051760703,0.0012334585,0.0022995456,0.0019186081,0.0043524117,0.0011377849,0.00082886015,0.00406826,0.00062836934],"category_scores_gemma":[0.017244572,0.0011823798,0.00019597527,0.0029447651,0.001897461,0.00054265483,0.0011306339,0.021987328,0.0004926189],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0082077235,0.00073062594,0.22952622,0.21321426,0.0027496936,0.00169574,0.43092343,0.000026172276,0.00028990558,0.08340593,0.0265177,0.0027125885],"study_design_scores_gemma":[0.0044689286,0.0024668109,0.10452123,0.14247693,0.0014373489,0.00021750589,0.65043956,0.0012995221,0.00013839164,0.016557157,0.0731878,0.0027888292],"about_ca_topic_score_codex":0.02402094,"about_ca_topic_score_gemma":0.004533937,"teacher_disagreement_score":0.21951611,"about_ca_system_score_codex":0.0012529369,"about_ca_system_score_gemma":0.006952898,"threshold_uncertainty_score":0.99989915},"labels":[],"label_agreement":null},{"id":"W7133546600","doi":"10.1093/bjs/znaf289","title":"Systematic review of the Lancet Commission on Global Surgery indicators with quality assessment of modelled estimates","year":2025,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","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":"Centre for Global Health Research","funders":"Department of Health and Social Care; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Commission; Perioperative; Workforce; Government (linguistics); Transparency (behavior); MEDLINE; Developing country; Global health; Audit","score_opus":0.04972424686318506,"score_gpt":0.375765074556798,"score_spread":0.3260408276936129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133546600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90879476,0.08277352,0.00029446412,0.003260052,0.0007496163,0.00080569583,0.00009036061,0.000018871277,0.00321265],"genre_scores_gemma":[0.97848284,0.019528443,0.00021937233,0.0016673978,0.000045287772,0.000007409433,0.000006905826,0.000008629541,0.00003369134],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99577326,0.0005982397,0.002275862,0.00012984803,0.0009373218,0.0002854801],"domain_scores_gemma":[0.9945799,0.0023295186,0.0020176596,0.00036151437,0.00051661086,0.00019477156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064428197,0.00015062146,0.00272334,0.00017537862,0.000070951995,0.000013048489,0.00015460007,0.00008291506,0.000025646428],"category_scores_gemma":[0.0037042652,0.00009903552,0.00060159736,0.0008436573,0.0001121464,0.0000688424,0.000036009136,0.0003168412,3.8657336e-7],"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":[0.000326219,0.00045439455,0.5232063,0.43571556,0.00029982103,0.00019061552,0.000004667891,0.000016618538,0.00000639518,0.00020225263,0.037693728,0.0018834498],"study_design_scores_gemma":[0.00035463655,0.00003609311,0.38080207,0.6174409,0.0003334129,0.00068925193,0.000029737508,0.000029444893,0.000059102556,0.00007918895,0.000075447,0.0000707476],"about_ca_topic_score_codex":0.000110643465,"about_ca_topic_score_gemma":0.000004211339,"teacher_disagreement_score":0.18172532,"about_ca_system_score_codex":0.00016503413,"about_ca_system_score_gemma":0.0018454088,"threshold_uncertainty_score":0.4434619},"labels":[],"label_agreement":null},{"id":"W7134487885","doi":"","title":"Programa global de trenamento em saúde: uma oportunidade para abrir a mente","year":2013,"lang":"es","type":"article","venue":"Revista Digital Palabra (Universidad Pontificia Bolivariana)","topic":"Global Health and Surgery","field":"Medicine","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; Infectious disease (medical specialty); Global health; International health; Work (physics); Public health","score_opus":0.01474044928730433,"score_gpt":0.27484290592185967,"score_spread":0.26010245663455533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134487885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80355513,0.010363488,0.0007948154,0.0123660965,0.0011616648,0.004891691,0.0025529664,0.00076761446,0.16354653],"genre_scores_gemma":[0.9834365,0.00072969584,0.0005071663,0.0013797049,0.0006412819,0.00005731958,0.0012066491,0.00013183648,0.011909823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921844,0.00030228036,0.001346957,0.0015705499,0.0013442773,0.0032515535],"domain_scores_gemma":[0.99347055,0.00019831039,0.0008428257,0.0016134549,0.000652171,0.0032226923],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007022323,0.0012224254,0.0018494169,0.00047544434,0.0005726111,0.0051071206,0.00086415984,0.00073870935,0.0014244347],"category_scores_gemma":[0.0004120419,0.0013064283,0.000951016,0.0021481449,0.0004332724,0.0023085766,0.00038873358,0.0007740875,0.003546279],"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":[0.0012142507,0.003040195,0.13600726,0.0035274022,0.0017324308,0.0037138765,0.0010232223,0.000004467828,0.00037117465,0.19689535,0.15883765,0.49363273],"study_design_scores_gemma":[0.0035941794,0.00088421017,0.1930616,0.0031037661,0.00092586834,0.0004728123,0.010166205,0.0010222764,0.000015876047,0.0010236165,0.78395456,0.0017750248],"about_ca_topic_score_codex":0.0012333675,"about_ca_topic_score_gemma":0.00003791627,"teacher_disagreement_score":0.62511694,"about_ca_system_score_codex":0.0020097946,"about_ca_system_score_gemma":0.0017365725,"threshold_uncertainty_score":0.9994884},"labels":[],"label_agreement":null},{"id":"W7135044061","doi":"10.5281/zenodo.18992066","title":"Methodological Assessment and Multilevel Regression Analysis of Rural Clinics Systems in Rwanda: A Systematic Literature Review","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Multilevel model; Systematic review; Psychological intervention; Meta-regression; Regression analysis; Variance (accounting); Scale (ratio); Health care; Regression","score_opus":0.12653584553647051,"score_gpt":0.4020141351109692,"score_spread":0.27547828957449866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135044061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77129275,0.18528286,0.006827279,0.004287617,0.00046951446,0.012317201,0.00051477086,0.00075993,0.018248096],"genre_scores_gemma":[0.97093916,0.026080584,0.0009789517,0.00049502583,0.000035531855,6.1431473e-7,0.0010093703,0.00023853473,0.00022223586],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99697447,0.0014980568,0.00069467747,0.00021478889,0.00036125092,0.00025678476],"domain_scores_gemma":[0.9983417,0.00020917294,0.000243463,0.00034206663,0.00063466234,0.00022893345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031679235,0.00011846183,0.00080155197,0.00037423978,0.0002281857,0.00012344282,0.00017253774,0.000094990646,0.00086483127],"category_scores_gemma":[0.002367253,0.000081713595,0.000097673685,0.0010046109,0.0000647172,0.00010741698,0.00024152684,0.0002847708,0.00012125146],"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":[0.0006762458,0.0017524731,0.005684377,0.64755225,0.0019988876,0.00030450983,0.0037931881,0.00010810036,0.003647459,0.008459382,0.13550115,0.19052199],"study_design_scores_gemma":[0.005216861,0.0022317553,0.48104137,0.33165735,0.0031191437,0.0014305743,0.0041038077,0.06865581,0.000030668434,0.00018619008,0.10139525,0.0009312147],"about_ca_topic_score_codex":0.000024028514,"about_ca_topic_score_gemma":9.97089e-8,"teacher_disagreement_score":0.475357,"about_ca_system_score_codex":0.00010766046,"about_ca_system_score_gemma":0.000006773642,"threshold_uncertainty_score":0.94692963},"labels":[],"label_agreement":null},{"id":"W7135096803","doi":"10.5281/zenodo.18992067","title":"Methodological Assessment and Multilevel Regression Analysis of Rural Clinics Systems in Rwanda: A Systematic Literature Review","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Surgery","field":"Medicine","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":"Multilevel model; Systematic review; Psychological intervention; Meta-regression; Regression analysis; Variance (accounting); Scale (ratio); Health care; Regression","score_opus":0.12653584553647051,"score_gpt":0.4020141351109692,"score_spread":0.27547828957449866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135096803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77129275,0.18528286,0.006827279,0.004287617,0.00046951446,0.012317201,0.00051477086,0.00075993,0.018248096],"genre_scores_gemma":[0.97093916,0.026080584,0.0009789517,0.00049502583,0.000035531855,6.1431473e-7,0.0010093703,0.00023853473,0.00022223586],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99697447,0.0014980568,0.00069467747,0.00021478889,0.00036125092,0.00025678476],"domain_scores_gemma":[0.9983417,0.00020917294,0.000243463,0.00034206663,0.00063466234,0.00022893345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031679235,0.00011846183,0.00080155197,0.00037423978,0.0002281857,0.00012344282,0.00017253774,0.000094990646,0.00086483127],"category_scores_gemma":[0.002367253,0.000081713595,0.000097673685,0.0010046109,0.0000647172,0.00010741698,0.00024152684,0.0002847708,0.00012125146],"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":[0.0006762458,0.0017524731,0.005684377,0.64755225,0.0019988876,0.00030450983,0.0037931881,0.00010810036,0.003647459,0.008459382,0.13550115,0.19052199],"study_design_scores_gemma":[0.005216861,0.0022317553,0.48104137,0.33165735,0.0031191437,0.0014305743,0.0041038077,0.06865581,0.000030668434,0.00018619008,0.10139525,0.0009312147],"about_ca_topic_score_codex":0.000024028514,"about_ca_topic_score_gemma":9.97089e-8,"teacher_disagreement_score":0.475357,"about_ca_system_score_codex":0.00010766046,"about_ca_system_score_gemma":0.000006773642,"threshold_uncertainty_score":0.94692963},"labels":[],"label_agreement":null},{"id":"W7135719803","doi":"","title":"Co-design and evaluation of an audio podcast about sustainable development goals for undergraduate nursing and midwifery students","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Global Health and Surgery","field":"Medicine","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":"Queen's University","funders":"","keywords":"Thematic analysis; Focus group; Sustainable development; Resource (disambiguation); Relevance (law); Professional development; Qualitative research; Qualitative property","score_opus":0.04641499138130343,"score_gpt":0.40108220879718265,"score_spread":0.3546672174158792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135719803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911463,0.00016561268,0.0010723659,0.0020035927,0.00003585633,0.0020510836,0.000011683723,0.000024208259,0.003489259],"genre_scores_gemma":[0.9916657,0.00022132564,0.0011817935,0.000045016146,0.000016699465,0.0000074096833,0.00006364475,0.000009669126,0.0067887125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721175,0.00046002466,0.0002446493,0.00036630925,0.0010508979,0.0006663544],"domain_scores_gemma":[0.9977413,0.00030598126,0.00007459534,0.0001923961,0.0012870606,0.00039869835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004639264,0.0001318229,0.00031871974,0.00063377677,0.0005479152,0.000035221492,0.00011432008,0.00011547757,0.000016391987],"category_scores_gemma":[0.00031397596,0.00014026996,0.000038270544,0.0004736353,0.00026022803,0.00023262163,0.00007812208,0.00020986788,0.0000012359687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025410118,0.0072286776,0.5629533,0.013868269,0.0020766172,0.0029737507,0.007626362,0.00035187785,0.0018445293,0.095965944,0.08866703,0.19103353],"study_design_scores_gemma":[0.011727306,0.001598633,0.9260642,0.0020987308,0.00040149072,0.00002842813,0.03437298,0.0015220747,0.0034490195,0.0049393126,0.013375261,0.00042254818],"about_ca_topic_score_codex":0.00029300567,"about_ca_topic_score_gemma":0.000009999096,"teacher_disagreement_score":0.3631109,"about_ca_system_score_codex":0.0005548919,"about_ca_system_score_gemma":0.0024025762,"threshold_uncertainty_score":0.57200426},"labels":[],"label_agreement":null},{"id":"W7135931073","doi":"","title":"Global awareness","year":2017,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Global Health and Surgery","field":"Medicine","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":"","score_opus":0.0840759799083796,"score_gpt":0.43853998302156405,"score_spread":0.35446400311318443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135931073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7186458,0.0007421242,0.000016330083,0.004769162,0.00085532997,0.0009509245,0.00022326621,0.00011323417,0.27368382],"genre_scores_gemma":[0.99008125,0.00023541116,0.0001472618,0.00053921517,0.0006622039,0.00007977039,0.000050662275,0.000030733783,0.008173499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950717,0.00017158614,0.0004921825,0.00062324275,0.0018442752,0.0017970214],"domain_scores_gemma":[0.99605024,0.00019477376,0.00015532512,0.001505551,0.000797929,0.0012962109],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025522355,0.0002445833,0.00059531856,0.00021092675,0.0017542788,0.0001700733,0.0005853458,0.00025669287,0.0006909328],"category_scores_gemma":[0.0022563336,0.00021715916,0.00022233483,0.00052176183,0.0005270935,0.0002936283,0.00040127808,0.00060331856,0.0004907888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001001869,0.0003618478,0.8335342,0.00042333623,0.00007824549,0.009553216,0.00002630563,0.00000120293,0.00006913731,0.021910338,0.12518564,0.007854646],"study_design_scores_gemma":[0.0030078273,0.0004976813,0.78525496,0.0005037865,0.000029902338,0.0007957587,0.0003102929,0.0002792952,0.0002306644,0.002427752,0.2063258,0.00033626347],"about_ca_topic_score_codex":0.00344022,"about_ca_topic_score_gemma":0.0016542077,"teacher_disagreement_score":0.2714354,"about_ca_system_score_codex":0.0002602268,"about_ca_system_score_gemma":0.002451039,"threshold_uncertainty_score":0.9995453},"labels":[],"label_agreement":null},{"id":"W7136106217","doi":"10.1136/bmjgh-2025-021212","title":"From face-to-face to e-learning: transitioning to new training models to strengthen the health system by supporting primary healthcare workers in low- and middle-income countries","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","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":"University of Cape Town; National Institutes of Health; Inyuvesi Yakwazulu-Natali; National Institute for Health and Care Research; Michael and Susan Dell Foundation; International Development Research Centre; Department of Health, Western Cape Government; U.S. President’s Emergency Plan for AIDS Relief; Government of the United Kingdom; Bill and Melinda Gates Foundation","keywords":"Workforce; Workforce development; Enabling; Accreditation; Digital health; Health care; mHealth; Workflow; Telehealth","score_opus":0.03752591884305091,"score_gpt":0.3496525461494094,"score_spread":0.3121266273063585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136106217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6803512,0.0031503614,0.01362027,0.29564053,0.0005793342,0.005317905,0.0005643793,0.00024705383,0.00052900653],"genre_scores_gemma":[0.89840066,0.000073486604,0.004045712,0.09668106,0.00021469491,0.00015192924,0.00012502182,0.00003577296,0.00027167646],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99376225,0.00058515725,0.0018141422,0.00097475725,0.0007698191,0.0020938988],"domain_scores_gemma":[0.99512106,0.00037509194,0.0003074075,0.0005069435,0.00013637394,0.003553125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003032462,0.00045809362,0.0014126478,0.00027251942,0.0006298673,0.00010246194,0.00026538112,0.00018820654,0.0000066327502],"category_scores_gemma":[0.00024981867,0.00041293757,0.00010244744,0.0016741935,0.000034125358,0.00012465526,0.00013739505,0.000580342,0.00003468039],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0144903,0.00034385463,0.15934622,0.029950775,0.0002688289,0.00025721765,0.20993881,0.06613842,0.0000073853193,0.0058591524,0.1153305,0.39806852],"study_design_scores_gemma":[0.011171903,0.0077456743,0.26702696,0.17558879,0.0001282653,0.0003447639,0.46271178,0.018355297,0.000014535915,0.0009287589,0.05333561,0.002647644],"about_ca_topic_score_codex":0.054485723,"about_ca_topic_score_gemma":0.0055923965,"teacher_disagreement_score":0.39542088,"about_ca_system_score_codex":0.0038435564,"about_ca_system_score_gemma":0.007514785,"threshold_uncertainty_score":0.9999805},"labels":[],"label_agreement":null},{"id":"W7146773775","doi":"","title":"Global Health Symposium : Bridging Different Worlds and Learning Strategy Related to Global Health","year":2019,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; Bridging (networking); Global strategy; Global Leadership; Global education; Global challenges","score_opus":0.01171901760313539,"score_gpt":0.31988937559164615,"score_spread":0.3081703579885108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146773775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714544,0.0033847017,0.001435198,0.010912923,0.003878926,0.0010873586,0.0006881821,0.00029084214,0.0068674865],"genre_scores_gemma":[0.9934475,0.00028833086,0.0005474472,0.0034247795,0.0004341541,0.000022897451,0.0011671194,0.000016424894,0.00065135414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614394,0.00022256313,0.00092461956,0.0008033684,0.0008805438,0.0010249859],"domain_scores_gemma":[0.9974189,0.00008706512,0.00026493834,0.0004927853,0.00020124912,0.0015350747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007204517,0.00037564634,0.00073995074,0.000100034165,0.0008194704,0.00011568919,0.00012814802,0.00012237222,0.000033548735],"category_scores_gemma":[0.00022825837,0.0003444884,0.00010816993,0.00071198953,0.00014815557,0.00035485183,0.00021630964,0.00048773986,0.000082921855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013095026,0.00041483433,0.8516859,0.0013505081,0.00016986365,0.0004239825,0.00022307194,0.0016374749,0.0002639438,0.112034604,0.012544751,0.017941603],"study_design_scores_gemma":[0.0032452426,0.0019028343,0.86823994,0.0029878353,0.00006172021,0.0038946532,0.00044373624,0.0014507085,0.00005703711,0.00031995145,0.116675496,0.00072086626],"about_ca_topic_score_codex":0.0046453946,"about_ca_topic_score_gemma":0.00037272484,"teacher_disagreement_score":0.11171465,"about_ca_system_score_codex":0.0025303864,"about_ca_system_score_gemma":0.0036615415,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W7148732533","doi":"10.52768/2766-7820/3761","title":"Global health education in Canadian ophthalmology residency: Perspectives from program directors and residents","year":2025,"lang":"","type":"article","venue":"Journal of Clinical Images and Medical Case Reports","topic":"Global Health and Surgery","field":"Medicine","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":"Global health; MEDLINE; Public health; Curriculum; Health education","score_opus":0.02918115121910671,"score_gpt":0.5022089350354022,"score_spread":0.4730277838162955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7148732533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8089641,0.14667366,0.000003870769,0.036797743,0.004778916,0.00055255706,0.000020383102,0.0000062398767,0.0022025732],"genre_scores_gemma":[0.9509839,0.0438957,0.00058641133,0.0029506697,0.0011910294,0.000006764187,0.0000073116657,0.000011724034,0.00036648917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99109566,0.0011955118,0.005163276,0.0006991882,0.00083963625,0.0010067377],"domain_scores_gemma":[0.9890713,0.0016290502,0.0017524522,0.0003379376,0.00065701583,0.0065522566],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011326451,0.00031663838,0.0020377222,0.00043235222,0.00019637078,0.00007269741,0.000078711724,0.00074762804,0.0002880498],"category_scores_gemma":[0.035901368,0.00025955314,0.00029091432,0.0005261845,0.00078445213,0.00019090372,0.00010157824,0.0015032077,0.0000010203737],"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":[0.000337355,0.0007059957,0.49493808,0.00021236765,0.0000932265,0.2236409,0.000096925214,6.1106824e-8,6.978617e-8,0.00004591044,0.011225523,0.2687036],"study_design_scores_gemma":[0.0012655507,0.0010669978,0.794682,0.0037818328,0.0001777402,0.18695323,0.0018596937,0.000020973594,3.4970796e-7,0.0024321584,0.007629544,0.0001299131],"about_ca_topic_score_codex":0.58311325,"about_ca_topic_score_gemma":0.17325962,"teacher_disagreement_score":0.4098536,"about_ca_system_score_codex":0.0007824611,"about_ca_system_score_gemma":0.08096015,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W7161815853","doi":"10.82308/30583","title":"Development and implementation of a novel web-based trauma and operating theater registry in Tanzania: The Amber Database initiatives","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Commission; Health care; Major trauma; Service (business); Global health; Narrative review; Service provider; Trauma care","score_opus":0.033236537694363445,"score_gpt":0.36296432618786656,"score_spread":0.3297277884935031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161815853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939543,0.00059715484,0.000012649578,0.00042014397,0.00008819586,0.00055307074,0.00007795759,0.000012831874,0.004283689],"genre_scores_gemma":[0.9951201,0.000052245927,0.0022242616,0.0007326963,0.00002202984,0.000056237495,0.0013350988,0.000016948145,0.0004403469],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989215,0.000026565984,0.00045762808,0.00023502692,0.00018294514,0.00017632399],"domain_scores_gemma":[0.9995824,0.00009094387,0.00009010752,0.00011113258,0.000056771143,0.00006862866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003857503,0.00015983121,0.0002856659,0.000112607486,0.00005202739,0.000022362245,0.000025453972,0.00008889054,0.00007678496],"category_scores_gemma":[0.000030785184,0.00009902785,0.000020938378,0.00011932447,0.000026718326,0.000060035396,0.000013182849,0.00020104491,0.0000010332085],"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":[0.006404679,0.0024644332,0.28472745,0.10331823,0.0017296145,0.0009778953,0.22074015,0.000014102128,0.06215266,0.013374124,0.017598342,0.2864983],"study_design_scores_gemma":[0.007368615,0.00021181928,0.80059034,0.0035284038,0.00042633188,0.00006906109,0.14453624,0.001502541,0.037502732,0.000021010279,0.0036943126,0.000548591],"about_ca_topic_score_codex":0.0004989313,"about_ca_topic_score_gemma":0.0051311287,"teacher_disagreement_score":0.5158629,"about_ca_system_score_codex":0.000040965275,"about_ca_system_score_gemma":0.00058138126,"threshold_uncertainty_score":0.40382385},"labels":[],"label_agreement":null},{"id":"W7161959932","doi":"10.82308/3761","title":"MAID in Ecuador: Breaking the paradigm: A legal analysis of the unconstitutionality of the MAID prohibition in Ecuador","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Surgery","field":"Medicine","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":"Obligation; Proportionality (law); Work (physics); Human rights; Right to life","score_opus":0.013976259822091946,"score_gpt":0.30193756617243694,"score_spread":0.287961306350345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161959932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97719246,0.00053887564,0.000002471828,0.0014060995,0.00042418297,0.0008744336,0.00009622073,0.000007991521,0.019457256],"genre_scores_gemma":[0.99733233,0.000061124796,0.000019024177,0.00071429845,0.000039981518,0.00005628056,0.00057933055,0.000009037058,0.0011885753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972953,0.00037367846,0.0010143967,0.0003189788,0.0006829407,0.00031469448],"domain_scores_gemma":[0.9983917,0.00022766675,0.0004936128,0.00062860496,0.00019895115,0.000059506117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010627091,0.00021303601,0.00077195925,0.00028656135,0.000091754366,0.0000119435945,0.00020799083,0.00025371453,0.00021178961],"category_scores_gemma":[0.00037833766,0.000106073436,0.00057433295,0.0026201017,0.00016339294,0.000058086276,0.00003977159,0.00055162236,0.0000015824596],"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":[0.0013985967,0.0011435773,0.95597595,0.0027254247,0.0010711112,0.00012539528,0.0012560926,0.00078719464,0.00071326183,0.028435856,0.001252261,0.005115249],"study_design_scores_gemma":[0.0005125963,0.000017954759,0.9922001,0.0012236575,0.00071863714,0.000015066267,0.0020299552,0.00018561886,0.0023548908,0.0004195595,0.00021466738,0.000107346714],"about_ca_topic_score_codex":0.009918894,"about_ca_topic_score_gemma":0.0788064,"teacher_disagreement_score":0.0688875,"about_ca_system_score_codex":0.0002536608,"about_ca_system_score_gemma":0.0019123652,"threshold_uncertainty_score":0.9966741},"labels":[],"label_agreement":null},{"id":"W7162117456","doi":"10.82308/12814","title":"Ethics beyond borders : how Canadian health professionals experience ethics in humanitarian assistance and development work","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Surgery","field":"Medicine","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); Humanitarian aid; Health care; Qualitative research; Health professionals; Identity (music); Research ethics; Public health","score_opus":0.0635437165543463,"score_gpt":0.41127282531096326,"score_spread":0.34772910875661694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162117456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67682695,0.020783413,0.000028455803,0.24584067,0.0031343934,0.0035028444,0.000050693077,0.0001387321,0.049693864],"genre_scores_gemma":[0.84645784,0.0023860892,0.0065912213,0.097974576,0.00019979272,0.00025378613,0.002953689,0.0000783241,0.043104697],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99706525,0.00020202166,0.00059220236,0.0005191422,0.0007173303,0.00090403616],"domain_scores_gemma":[0.9978485,0.0003321216,0.00021059057,0.00023208298,0.00028628146,0.001090424],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018406018,0.00032043568,0.0006002848,0.00038998498,0.00060475274,0.00003969653,0.0001007377,0.0011819174,0.00014574025],"category_scores_gemma":[0.00079607667,0.0002985332,0.00003533501,0.00035845023,0.00005736919,0.00007881196,0.000011783057,0.003080031,0.000010057438],"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":[0.001339793,0.0006502794,0.120951,0.011045314,0.00012374404,0.00053528714,0.5982531,0.0000025313504,0.000006352287,0.014926672,0.1363841,0.11578185],"study_design_scores_gemma":[0.00068370905,0.00007136419,0.5792179,0.004431238,0.0000092481005,0.0000111283625,0.06412195,0.0000029440598,0.000018680912,0.00007883481,0.35080048,0.0005525248],"about_ca_topic_score_codex":0.04249941,"about_ca_topic_score_gemma":0.947974,"teacher_disagreement_score":0.9054746,"about_ca_system_score_codex":0.0010366302,"about_ca_system_score_gemma":0.031559408,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W7164892359","doi":"10.1080/17153379.2021.12559761","title":"Fencing in Aids: Gender, Vulnerability, and Care in Papua New Guinea.","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Health and Surgery","field":"Medicine","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":"Fencing","score_opus":0.027111526248187336,"score_gpt":0.291607464486961,"score_spread":0.26449593823877365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164892359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70503235,0.018055195,0.000041642845,0.0009519204,0.00045682542,0.00035951048,0.000010714605,0.000058391837,0.27503344],"genre_scores_gemma":[0.99818957,0.00035908865,0.00077022234,0.00008692152,0.000092931,0.000008664576,0.000032537257,0.000012438734,0.0004476281],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985522,0.000093812654,0.00034467742,0.0003726345,0.00019580335,0.00044087757],"domain_scores_gemma":[0.99916947,0.000108984255,0.00003098545,0.0002976318,0.000062498446,0.00033045394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035627175,0.00013164879,0.00035442985,0.00011715641,0.000035573903,0.000013712788,0.000034561832,0.00011318676,0.00013270121],"category_scores_gemma":[0.00041745382,0.0001262876,0.000049466256,0.0004379555,0.000034504985,0.00005569185,0.000047463825,0.00027291814,0.00001940535],"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":[0.00019564612,0.00012800521,0.9136299,0.0009397177,0.000010866594,0.0011383605,0.012197608,0.000016643806,0.0004180504,0.0004424132,0.0026718655,0.06821094],"study_design_scores_gemma":[0.004581904,0.00024489817,0.2154797,0.00064744655,0.00003164524,0.0002790436,0.76107216,0.00021840895,0.0008069166,0.0015213746,0.014681338,0.00043518588],"about_ca_topic_score_codex":0.0003778619,"about_ca_topic_score_gemma":0.00094653334,"teacher_disagreement_score":0.74887455,"about_ca_system_score_codex":0.0002040731,"about_ca_system_score_gemma":0.00056758587,"threshold_uncertainty_score":0.5149859},"labels":[],"label_agreement":null},{"id":"W7164892627","doi":"10.1080/17153379.2016.12557586","title":"Biomedicine in an Unstable Place: Infrastructure and Personhood in a Papua New Guinean Hospital. Experimental Futures.","year":2016,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Health and Surgery","field":"Medicine","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":"University of British Columbia","funders":"","keywords":"Personhood; Biomedicine","score_opus":0.0068807309234263,"score_gpt":0.25518914422374667,"score_spread":0.24830841330032036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164892627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726565,0.0036133535,0.000016709744,0.0035796687,0.00053368945,0.0005582762,0.000022500655,0.000069392314,0.01894992],"genre_scores_gemma":[0.9983122,0.00021416364,0.000347072,0.00011185939,0.00029202242,0.000016752547,0.000026248537,0.000024657791,0.0006550639],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99827015,0.000048689726,0.00035351343,0.00043372117,0.00026677424,0.0006271432],"domain_scores_gemma":[0.99889493,0.000051172305,0.000063839274,0.00028946684,0.000026546975,0.0006740236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024754446,0.00023411294,0.00043181586,0.0002847446,0.000045829456,0.00001330678,0.000072240946,0.00017509321,0.00035428716],"category_scores_gemma":[0.000086763765,0.00015539133,0.00003941131,0.00036687782,0.00012343466,0.00017975259,0.00003530334,0.00019120393,0.0000165591],"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":[0.0026543192,0.0010746612,0.74181247,0.0003590873,0.000046809233,0.0012262603,0.034588218,0.0000023776568,0.022266062,0.00069905474,0.10148696,0.09378373],"study_design_scores_gemma":[0.022426385,0.0035597447,0.29527333,0.0014291544,0.00003586395,0.0002871387,0.6474229,0.00022102532,0.0020395434,0.00041509882,0.025978917,0.00091088866],"about_ca_topic_score_codex":0.00019542714,"about_ca_topic_score_gemma":0.000105427935,"teacher_disagreement_score":0.6128347,"about_ca_system_score_codex":0.00024051552,"about_ca_system_score_gemma":0.00025531882,"threshold_uncertainty_score":0.63366747},"labels":[],"label_agreement":null},{"id":"W73889470","doi":"","title":"Canadian surgery and the events of 2003.","year":2003,"lang":"en","type":"editorial","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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; Surprise; Attendance; Law","score_opus":0.011444070650966783,"score_gpt":0.231398220814962,"score_spread":0.21995415016399522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W73889470","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":[0.0015879936,0.0053804894,2.4900143e-7,0.0013988046,0.9808299,0.0012354435,0.00021808932,0.000010516677,0.009338491],"genre_scores_gemma":[0.024148095,0.006340041,0.000013421154,0.0025413136,0.94083375,0.0016311447,0.0005977268,0.00007533236,0.023819195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981274,0.0001334989,0.00038918774,0.00019769739,0.00046487837,0.00068734953],"domain_scores_gemma":[0.99755305,0.00086742325,0.00015469432,0.00028312518,0.0003613188,0.0007803732],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020307305,0.0001589208,0.00071321253,0.00017674765,0.00005608868,0.0000063272314,0.000060463946,0.00046085854,0.00002417122],"category_scores_gemma":[0.008556309,0.00010507281,0.00010127884,0.00030347778,0.000092529415,0.000017592292,0.000011754357,0.0004089478,0.0000055145874],"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":[0.0001916781,0.000011011859,0.00599324,0.00027000048,0.00004650074,0.000021981203,0.000007972382,1.05580975e-8,2.5193465e-9,0.000025413041,0.9842788,0.009153386],"study_design_scores_gemma":[0.00074520824,0.0000037924215,0.03406887,0.00005915108,0.00008553403,0.0000074687136,0.0000059812814,2.8921335e-7,5.649198e-7,0.00004286856,0.96490175,0.00007852576],"about_ca_topic_score_codex":0.13776742,"about_ca_topic_score_gemma":0.027923813,"teacher_disagreement_score":0.109843604,"about_ca_system_score_codex":0.00021674299,"about_ca_system_score_gemma":0.003234912,"threshold_uncertainty_score":0.999795},"labels":[],"label_agreement":null},{"id":"W754423671","doi":"10.1007/s11673-015-9633-9","title":"Erratum to: Ethical Considerations of Physician Career Involvement in Global Health Work: A Framework","year":2015,"lang":"en","type":"erratum","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","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":"Medical law; Work (physics); Engineering ethics; Philosophy of medicine; Psychology; Medicine; Medical education; Alternative medicine; Psychiatry; Engineering; Pathology","score_opus":0.14013001779603182,"score_gpt":0.4337163249438142,"score_spread":0.29358630714778233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W754423671","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":[0.012722129,0.04017082,0.0026150127,0.79349893,0.13290739,0.0026693856,0.00042938007,0.00008862727,0.01489831],"genre_scores_gemma":[0.4000868,0.0040068394,0.023098994,0.5423002,0.02682398,0.000049514278,0.0003560452,0.00019737954,0.003080201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925107,0.00078710134,0.0029433453,0.00044232924,0.0023063524,0.0010102205],"domain_scores_gemma":[0.9932368,0.00064509583,0.0014432365,0.00056957756,0.0019861732,0.0021191412],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0050817123,0.00048127832,0.0026058136,0.00050014013,0.00008932458,0.00004352756,0.00025013363,0.0037891595,0.00005572381],"category_scores_gemma":[0.0055349944,0.0003994787,0.0005729525,0.0012905879,0.00062777195,0.00006980961,0.00016853544,0.012772511,0.000025133762],"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":[0.0008290668,0.0005933632,0.0013299284,0.00078949187,0.00015057143,0.00045227684,0.002120675,0.000018622426,0.0000031728068,0.0029213922,0.98866725,0.0021241903],"study_design_scores_gemma":[0.0051875855,0.010438398,0.039309207,0.052392654,0.00059110904,0.0007266075,0.006508384,0.000053884152,0.000024687755,0.11312541,0.7702134,0.0014286526],"about_ca_topic_score_codex":0.0002889792,"about_ca_topic_score_gemma":0.00032971488,"teacher_disagreement_score":0.38736466,"about_ca_system_score_codex":0.0017305503,"about_ca_system_score_gemma":0.0150241805,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W8046102","doi":"10.1007/978-81-322-1050-4_54","title":"Participatory Design for Surgical Innovation in the Developing World","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Global Health and Surgery","field":"Medicine","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 British Columbia","funders":"","keywords":"Participatory design; Face (sociological concept); Process (computing); Context (archaeology); Space (punctuation); Set (abstract data type); Citizen journalism; Field (mathematics); Knowledge management; Engineering ethics; Engineering; Computer science; Medicine; Management science; Business; Sociology; Operations management; Geography","score_opus":0.07017380061958998,"score_gpt":0.3044512096505331,"score_spread":0.23427740903094307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8046102","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":[0.0022418487,0.0014309698,0.98555976,0.0036256805,0.0009101476,0.0029679956,0.000008115293,0.0001409642,0.0031145003],"genre_scores_gemma":[0.9126003,0.00018661114,0.0737762,0.008376823,0.0016489142,0.00097404106,0.00017842322,0.00024912154,0.0020095874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998177,0.000026597596,0.0007164778,0.00029889337,0.00026137492,0.0005196912],"domain_scores_gemma":[0.99784905,0.0016776775,0.000084736945,0.000225323,0.00008743696,0.000075804535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012286898,0.00028860118,0.0005473048,0.0004277635,0.000026783124,0.00001581206,0.000113123046,0.0004472292,0.00008019049],"category_scores_gemma":[0.0009993109,0.00021447225,0.00008201918,0.00030077208,0.000012956714,0.000029858149,0.000024813638,0.0009284341,0.000016702901],"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":[0.000514108,0.000066230474,0.00004689273,0.0017401305,0.00007554454,0.00049773953,0.00021014005,0.018986985,0.0003606634,0.92572886,0.00071018125,0.051062517],"study_design_scores_gemma":[0.0068227863,0.0006966124,0.0005512189,0.008587844,0.00021786788,0.000330884,0.000009832024,0.22325912,0.002898385,0.19577654,0.5585508,0.0022981556],"about_ca_topic_score_codex":0.000009399839,"about_ca_topic_score_gemma":0.000024630926,"teacher_disagreement_score":0.9117836,"about_ca_system_score_codex":0.0002555641,"about_ca_system_score_gemma":0.0001785386,"threshold_uncertainty_score":0.8745925},"labels":[],"label_agreement":null},{"id":"W855572839","doi":"","title":"Canada can do more to Fight Ebola","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Ebola virus; Political science; Geography; Virology; Medicine; Outbreak","score_opus":0.04936241996722156,"score_gpt":0.30592527921257023,"score_spread":0.25656285924534866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W855572839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920654,0.000049546037,0.00008840039,0.005059931,0.0005093112,0.00038289517,0.00007456345,0.00011321956,0.0016567155],"genre_scores_gemma":[0.97068304,0.00001178484,0.000036003315,0.017409407,0.0001979342,0.0000013284439,0.000044607354,0.000038028575,0.011577883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974651,0.00016342965,0.0002823613,0.00057611836,0.0006184607,0.00089452864],"domain_scores_gemma":[0.997252,0.00011573116,0.000102517966,0.0006958698,0.00023656493,0.0015973076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034131287,0.00031839902,0.0005014651,0.000361384,0.0002331078,0.00007720423,0.00039392957,0.00018476819,0.00006105371],"category_scores_gemma":[0.00015486398,0.00033216758,0.00011850584,0.0005851002,0.000051042407,0.00026131512,0.00018828914,0.000524712,0.00014875348],"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":[0.00023739059,0.000051197483,0.99676955,0.00011927923,0.000035555397,0.00077370246,0.00013831044,0.000012739518,0.00016042836,0.00009934912,0.00019857033,0.0014039382],"study_design_scores_gemma":[0.0009577677,0.00014935395,0.80366975,0.00023519417,0.0000631672,0.00006507482,0.00015900956,3.4767334e-7,0.0005895511,0.000012407271,0.19379584,0.00030252791],"about_ca_topic_score_codex":0.0124319075,"about_ca_topic_score_gemma":0.5637003,"teacher_disagreement_score":0.5512684,"about_ca_system_score_codex":0.0007269962,"about_ca_system_score_gemma":0.0012976364,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W994080972","doi":"","title":"Review of a Canadian forum on international surgery: the Bethune Round Table.","year":2005,"lang":"en","type":"review","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","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","funders":"","keywords":"Medicine; Round table; Profiling (computer programming); Disadvantaged; Table (database); Medical education; Economic growth","score_opus":0.10302496140897763,"score_gpt":0.3404748264461083,"score_spread":0.2374498650371307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W994080972","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":[3.637262e-7,0.9531883,1.7047762e-7,0.015061646,0.0013922009,0.0023514507,0.00024685357,0.000014432856,0.02774456],"genre_scores_gemma":[0.00000812957,0.97722644,0.00000540198,0.017813934,0.0006585127,0.001655472,0.0005207253,0.000030777133,0.0020806044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975174,0.00013665465,0.0009037556,0.00026106482,0.00039907705,0.0007820489],"domain_scores_gemma":[0.9977756,0.0005659188,0.0004005092,0.00048085782,0.00014709821,0.00063002686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018375242,0.0002615652,0.0017961136,0.00062279426,0.000055213593,0.0000122817255,0.00022741537,0.00019275097,0.00019057024],"category_scores_gemma":[0.0013515678,0.00015769002,0.0006171447,0.00090379786,0.00004716417,0.000035252877,0.00002771351,0.000416462,0.000057373734],"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":[0.000004814617,0.00001725707,0.000024997777,0.028332671,0.00007147274,0.000012023041,7.1466866e-7,5.638725e-9,4.692525e-11,0.00012648487,0.30918416,0.66222537],"study_design_scores_gemma":[0.00006220352,0.000005856168,0.0003958325,0.06157108,0.0003287069,0.00008609731,0.0000018709904,1.3201425e-7,1.1981294e-8,0.0000047284975,0.9374369,0.000106593725],"about_ca_topic_score_codex":0.018234616,"about_ca_topic_score_gemma":0.013173256,"teacher_disagreement_score":0.6621188,"about_ca_system_score_codex":0.00059185683,"about_ca_system_score_gemma":0.0020459704,"threshold_uncertainty_score":0.98830307},"labels":[],"label_agreement":null}]}