{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":325,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":325,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a1c91c5c640f","filters":{"topic":"Medical Device Sterilization and Disinfection"}},"results":[{"id":"W1895506454","doi":"10.1023/a:1013196629791","title":"Plasma Sterilization: A Review of Parameters, Mechanisms, and Limitations","year":2001,"lang":"en","type":"article","venue":"Plasmas and Polymers","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":289,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Plasma; Sterilization (economics); Microorganism; Plasma etching; Human plasma; Chemistry; Biochemical engineering; Nanotechnology; Materials science; Environmental chemistry; Etching (microfabrication); Biology; Physics; Chromatography; Bacteria; Business","authors":[{"name":"Sophie Lerouge","is_ca":true},{"name":"M. R. Wertheimer","is_ca":true},{"name":"L’H. Yahia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02641662595721956,"gpt":0.2474018133055285,"spread":0.220985187348309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007066675,0.001455664,0.002629132,0.003055949,0.0005765783,0.003426764,0.002231104,0.002307977,0.001338676],"category_scores_gemma":[0.005082718,0.0006721337,0.001003586,0.002598134,0.001532055,0.00371209,0.001023639,0.002381321,0.001117548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345102,"about_ca_system_score_gemma":0.001716585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000886623,"about_ca_topic_score_gemma":0.0008436365,"domain_scores_codex":[0.9970064,0.0006880877,0.0004286414,0.0005432511,0.001213617,0.0001199657],"domain_scores_gemma":[0.9941615,0.003784392,0.0005834041,0.0002153225,0.001096753,0.0001586137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005268661,0.0002847617,0.001772224,0.01764966,0.0001698758,0.0002118542,0.0001995327,0.001180095,0.023452,0.004682675,0.007669808,0.9422006],"study_design_scores_gemma":[0.0001704966,0.002012355,0.005665409,0.00698211,0.0009509256,0.007414725,0.0005308171,0.002812913,0.1077159,0.01194951,0.8535184,0.0002764194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001070554,0.9937189,0.003623323,0.0005699345,0.0001376096,0.0000203628,0.00002085993,0.00003211588,0.0008063674],"genre_scores_gemma":[0.007508018,0.9840539,0.006602313,0.0004504151,0.0005847499,0.00008112379,0.0000518822,0.00002496325,0.0006425991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007066675,"threshold_uncertainty_score":0.03737265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216922782","doi":"10.1136/gutjnl-2021-324729","title":"Estimating the environmental impact of disposable endoscopic equipment and endoscopes","year":2021,"lang":"en","type":"article","venue":"Gut","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medical waste; Medicine; Endoscope; Audit; Waste management; Hospital waste; Endoscopy; Waste disposal; Surgery; Environmental science; Engineering; Business","authors":[{"name":"Sathvik Namburar","is_ca":false},{"name":"Daniel von Renteln","is_ca":true},{"name":"John Damianos","is_ca":false},{"name":"Lisa Bradish","is_ca":false},{"name":"Jeanne Barrett","is_ca":false},{"name":"Andres Aguilera-Fish","is_ca":false},{"name":"Benoı̂t Cushman-Roisin","is_ca":false},{"name":"Heiko Pohl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00965806300255962,"gpt":0.2626656837332831,"spread":0.2530076207307235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002102969,0.000827132,0.0003633262,0.002482527,0.0002931917,0.001238298,0.0006320333,0.0006315754,0.000931364],"category_scores_gemma":[0.008918512,0.000466855,0.0009399659,0.002443972,0.0003150651,0.001343357,0.0009678607,0.0003334644,0.0002467417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181706,"about_ca_system_score_gemma":0.001065193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008021785,"about_ca_topic_score_gemma":0.01143874,"domain_scores_codex":[0.9972602,0.001016694,0.00034522,0.0003349831,0.0008572575,0.0001855628],"domain_scores_gemma":[0.9925032,0.002503578,0.003272444,0.0002826674,0.001266634,0.0001714342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325332,0.0001111681,0.9570187,0.0002062125,0.000251663,0.0001826731,0.00008092452,0.01871762,0.001332834,0.0001009626,0.0001727834,0.02169194],"study_design_scores_gemma":[0.0000180186,0.0007352796,0.9538426,0.0001905685,0.0002745098,0.0004028781,0.0008051221,0.03463813,0.00601451,0.0005866164,0.002445566,0.00004605444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903233,0.0005249101,0.006186038,0.00009313015,0.000007744059,0.0001157763,0.001377556,0.00004192784,0.001329582],"genre_scores_gemma":[0.9858418,0.0008230407,0.01060234,0.00005039,0.00001481499,0.00008645845,0.002023312,0.00002281443,0.0005349357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008021785,"threshold_uncertainty_score":0.01595014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1497562417","doi":"10.1007/bf03021437","title":"Transesophageal echocardiography-related complications","year":2008,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Complication; MEDLINE; Radiology; Intensive care medicine; Internal medicine","authors":[{"name":"Geneviève Côté","is_ca":true},{"name":"André Denault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043520027913704,"gpt":0.2531943405999295,"spread":0.2327591403207925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000721128,0.001091074,0.00188214,0.003011516,0.0002935371,0.001117274,0.001043269,0.001651724,0.003314325],"category_scores_gemma":[0.002000768,0.0003759975,0.0008602803,0.002174784,0.0005411637,0.001250455,0.0006674954,0.001767177,0.001484918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737572,"about_ca_system_score_gemma":0.001230667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210597,"about_ca_topic_score_gemma":0.003199973,"domain_scores_codex":[0.9995551,0.00006524991,0.0001060206,0.00009002417,0.0001435611,0.00004002235],"domain_scores_gemma":[0.9987358,0.0005412285,0.0002750815,0.00003463646,0.0002957322,0.0001175172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007639275,0.00009530317,0.001618949,0.01108104,0.0002186222,0.001289713,0.00003451438,0.0001726972,0.0005792109,0.0004240423,0.0395171,0.9448923],"study_design_scores_gemma":[0.0001614052,0.0004205572,0.01996671,0.02575801,0.001549782,0.03510805,0.0002580448,0.0005683673,0.00126895,0.001747706,0.9130977,0.00009464229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001560949,0.998334,0.0001294421,0.0002334674,0.0004197676,0.00000366996,0.00000988919,0.00000521317,0.0007084423],"genre_scores_gemma":[0.001372425,0.9967076,0.0002158465,0.0003440226,0.0008706475,0.0000051877,0.00003872592,0.000001481673,0.000443988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003314325,"threshold_uncertainty_score":0.01108748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015672147","doi":"10.1016/j.ajic.2012.03.018","title":"Validation of adenosine triphosphate to audit manual cleaning of flexible endoscope channels","year":2012,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":114,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital","funders":"","keywords":"Bioburden; Medicine; Biomedical engineering; Chromatography; Surgery","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Iram Fatima","is_ca":true},{"name":"Nancy Olson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009898932654306115,"gpt":0.2748233125202023,"spread":0.2649243798658962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003682025,0.0008041564,0.0005487666,0.0009628693,0.0004899696,0.0009394179,0.001153974,0.002695265,0.001102401],"category_scores_gemma":[0.01239489,0.0005663669,0.0005174651,0.00048994,0.0008864466,0.0007235524,0.0006665787,0.0007831921,0.000821232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177019,"about_ca_system_score_gemma":0.0007014835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006868109,"about_ca_topic_score_gemma":0.0008559949,"domain_scores_codex":[0.9935349,0.0024339,0.0004730654,0.0009172852,0.002426168,0.0002146559],"domain_scores_gemma":[0.9910598,0.004034593,0.001060448,0.0008456534,0.002748446,0.0002509662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001605066,0.000546218,0.02912964,0.0003949493,0.00009126424,0.0003909948,0.0004272799,0.0006446386,0.9299136,0.0001110629,0.0003813165,0.03636393],"study_design_scores_gemma":[0.0001849749,0.008118587,0.0437627,0.000133926,0.0002955264,0.00295897,0.0005160557,0.01764283,0.9232833,0.0002612231,0.002745889,0.00009600314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096108,0.002583214,0.08258068,0.0004629774,0.000455549,0.0006636148,0.0004577468,0.0005801351,0.002605358],"genre_scores_gemma":[0.9346475,0.0007879648,0.06163155,0.0004728973,0.0000684113,0.0004137953,0.0004295619,0.0001030305,0.001445353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003682025,"threshold_uncertainty_score":0.01947266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159153765","doi":"10.1016/j.jhin.2004.07.003","title":"Considering risks to healthcare workers from glutaraldehyde alternatives in high-level disinfection","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":114,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Peracetic acid; Medicine; Disinfectant; Glutaraldehyde; Personal protective equipment; Environmental health; Health care; Infection control; Hydrogen peroxide; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Pathology","authors":[{"name":"Karen Rideout","is_ca":true},{"name":"Kay Teschke","is_ca":true},{"name":"Helen Dimich‐Ward","is_ca":true},{"name":"Susan Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03827731151144022,"gpt":0.313853467346503,"spread":0.2755761558350628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003976649,0.0004537137,0.0003622782,0.0003263617,0.0009911191,0.001363363,0.0007553441,0.002726873,0.001728735],"category_scores_gemma":[0.00740013,0.0001914194,0.0007555931,0.0001395549,0.0006168969,0.0009807565,0.0006616357,0.00105815,0.0001949428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000675154,"about_ca_system_score_gemma":0.001120729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703749,"about_ca_topic_score_gemma":0.003818368,"domain_scores_codex":[0.9971002,0.001807865,0.0001488704,0.00005992235,0.0006856945,0.0001974282],"domain_scores_gemma":[0.9963049,0.002395489,0.0004476047,0.0001318453,0.0005099054,0.0002103388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01627332,0.002616034,0.3134487,0.004007005,0.001275482,0.03211642,0.009145286,0.01146588,0.1126599,0.01329954,0.01206732,0.4716251],"study_design_scores_gemma":[0.001055977,0.06100724,0.2999935,0.005918603,0.005364273,0.06343594,0.08795829,0.02104907,0.2192834,0.04245913,0.1918286,0.0006460701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447571,0.01357952,0.007241054,0.01872853,0.0005271894,0.0001558476,0.00004215659,0.00003663358,0.014932],"genre_scores_gemma":[0.9918659,0.002675413,0.002912452,0.001085792,0.0002372963,0.00002100259,0.00001021774,0.000005499904,0.001186475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003976649,"threshold_uncertainty_score":0.02103072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028711128","doi":"10.1086/502394","title":"<i>Burkholderia cepacia</i> Infections Associated With Intrinsically Contaminated Ultrasound Gel: The Role of Microbial Degradation of Parabens","year":2004,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique; Health Canada; Winnipeg Regional Health Authority; St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Microbiology; Burkholderia; Contamination; Paraben; Gel electrophoresis; Medicine; Enterobacter cloacae; Burkholderia cepacia complex; Bacteria; Biology; Food science; Enterobacteriaceae; Molecular biology","authors":[{"name":"Jim Hutchinson","is_ca":true},{"name":"Wendy Runge","is_ca":true},{"name":"Mike Mulvey","is_ca":true},{"name":"Gail Norris","is_ca":true},{"name":"Marion Yetman","is_ca":true},{"name":"Nelly Valkova","is_ca":true},{"name":"Richard Villemur","is_ca":true},{"name":"François Lépine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007187637165216047,"gpt":0.229020033323946,"spread":0.22183239615873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000327638,0.0004449475,0.0002025846,0.0006073302,0.000600109,0.0008174143,0.0003532119,0.00046867,0.001204132],"category_scores_gemma":[0.002113396,0.0002213632,0.0001579948,0.0005272914,0.0007551353,0.0003175351,0.0003879168,0.0004875613,0.0001679315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060859,"about_ca_system_score_gemma":0.001440041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05595129,"about_ca_topic_score_gemma":0.04525086,"domain_scores_codex":[0.9992919,0.00007155005,0.00007188765,0.0001011613,0.000204463,0.0002590656],"domain_scores_gemma":[0.9981798,0.000291697,0.0009481909,0.00006166331,0.0002952222,0.0002233592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002497188,0.0000561962,0.961973,0.0001153456,0.00002347701,0.01929278,0.0006282938,0.0001173566,0.01030103,0.00006568617,0.0004528375,0.006724195],"study_design_scores_gemma":[0.00002217469,0.0003405936,0.8919342,0.0000903004,0.0001039397,0.08916809,0.002410301,0.0004891132,0.01306783,0.0000708026,0.002279061,0.0000236097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977317,0.0007396594,0.0004657167,0.000156631,0.000005660204,0.0000267972,0.00009668087,0.00001695049,0.0007601827],"genre_scores_gemma":[0.998857,0.0004167766,0.0003711564,0.0001046485,0.00002009549,0.000003227943,0.0001143112,0.000005026538,0.0001077736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05595129,"threshold_uncertainty_score":0.1112512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032537901","doi":"10.1016/j.ajic.2012.03.015","title":"The adenosine triphosphate test is a rapid and reliable audit tool to assess manual cleaning adequacy of flexible endoscope channels","year":2012,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":93,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba","funders":"","keywords":"Medicine; Endoscope; Audit; Test (biology); Adenosine; Surgery; Internal medicine; Accounting","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Iram Fatima","is_ca":true},{"name":"Nancy Olson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01358675016672991,"gpt":0.2774515657575894,"spread":0.2638648155908595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046832,0.0006588136,0.0006869579,0.003103263,0.0003469856,0.0006326042,0.0006589944,0.0008617169,0.001490238],"category_scores_gemma":[0.008403596,0.0003492811,0.0005979272,0.001030044,0.0003956106,0.0005643113,0.0004841538,0.0005528862,0.0009709654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604366,"about_ca_system_score_gemma":0.0003826622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000874064,"about_ca_topic_score_gemma":0.0009144329,"domain_scores_codex":[0.9952714,0.001209215,0.0005497278,0.0002505502,0.002587017,0.0001320531],"domain_scores_gemma":[0.9908783,0.003073493,0.00239003,0.0005283456,0.002806077,0.0003236755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00266917,0.0006807561,0.5236311,0.001038901,0.0004635304,0.003311922,0.0008543714,0.0007205329,0.2186253,0.0003592281,0.007962391,0.2396828],"study_design_scores_gemma":[0.0001313528,0.00526233,0.7300429,0.0003490221,0.0005065426,0.01776697,0.0006990844,0.006812026,0.2261717,0.0004018551,0.01166496,0.000191209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222287,0.007226964,0.04765852,0.000912437,0.0004533177,0.0005183062,0.002558921,0.001640501,0.01680234],"genre_scores_gemma":[0.9611047,0.002264842,0.03225804,0.0004093537,0.0001333435,0.0001632664,0.0009610266,0.0001262262,0.002579241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103263,"threshold_uncertainty_score":0.01082486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114188052","doi":"10.1126/science.371.6524.10","title":"Pfizer's vaccine raises allergy concerns","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Allergy; Anaphylactic reactions; Medicine; Anaphylaxis; Immunology; Virology; Dermatology","authors":[{"name":"Jop de Vrieze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02875292186196891,"gpt":0.2835833612901343,"spread":0.2548304394281654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210513,0.0006217293,0.000372808,0.0004137827,0.0008294809,0.001129919,0.0004363442,0.007517978,0.006512233],"category_scores_gemma":[0.01034703,0.000240007,0.0008864698,0.0001821944,0.0008378317,0.001366928,0.0003707269,0.003515433,0.003565335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005399673,"about_ca_system_score_gemma":0.0003396342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047318,"about_ca_topic_score_gemma":0.0003146143,"domain_scores_codex":[0.9981823,0.000728581,0.0001538082,0.0001721437,0.0005572486,0.0002059411],"domain_scores_gemma":[0.9950965,0.00282321,0.0008631175,0.0003915443,0.000563207,0.0002623385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007930982,0.0006589205,0.05507403,0.001129287,0.0002562174,0.2617071,0.001424329,0.0005820215,0.03817365,0.01613853,0.2866782,0.3373847],"study_design_scores_gemma":[0.000130112,0.001687613,0.01291495,0.0007133021,0.0002569646,0.4897606,0.0008426108,0.001020688,0.02502095,0.005009772,0.4625953,0.00004699781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4028515,0.05589142,0.02147735,0.2892832,0.01838733,0.0002947052,0.0002366874,0.002348456,0.2092293],"genre_scores_gemma":[0.875032,0.006577486,0.004351681,0.08992883,0.007345221,0.00005014186,0.0001568483,0.0001636633,0.01639407],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007517978,"threshold_uncertainty_score":0.02178556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097081396","doi":"10.1016/j.gie.2014.12.054","title":"When trainees reach competency in performing ERCP: a systematic review","year":2015,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical education; Medical physics; General surgery","authors":[{"name":"Neal Shahidi","is_ca":true},{"name":"George Ou","is_ca":true},{"name":"Jennifer J. Telford","is_ca":true},{"name":"Robert Enns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04254071746512732,"gpt":0.325675785543053,"spread":0.2831350680779257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007404282,0.00106116,0.005677271,0.004895793,0.000528067,0.002324715,0.001464891,0.002444903,0.003743604],"category_scores_gemma":[0.05071455,0.001163647,0.006031758,0.004878102,0.0008231782,0.002727648,0.002101424,0.001562162,0.0002433215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941025,"about_ca_system_score_gemma":0.01217938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043194,"about_ca_topic_score_gemma":0.05318907,"domain_scores_codex":[0.9916173,0.00231881,0.00367007,0.0007223424,0.001298628,0.0003728514],"domain_scores_gemma":[0.9655861,0.02313782,0.007715139,0.0003818846,0.002422261,0.0007568129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003987677,0.00006309746,0.00541159,0.9178212,0.01412527,0.0001648911,0.0005906895,0.0001029429,0.000129693,0.0001369575,0.003082315,0.05797256],"study_design_scores_gemma":[0.0005687089,0.0003407764,0.01656759,0.8887478,0.07791191,0.000484186,0.001171396,0.00007274169,0.0001402062,0.0001777808,0.01374199,0.00007476907],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002340675,0.9965616,0.00007900511,0.0003503449,0.00009868484,0.0001646223,0.0002424471,0.000004282519,0.0001583695],"genre_scores_gemma":[0.03192568,0.9654946,0.0007534291,0.001148317,0.00008923251,0.0002880571,0.0001856338,0.000004516,0.0001105634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01043194,"threshold_uncertainty_score":0.03915805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1531876209","doi":"10.1093/jaoac/88.1.182","title":"Carrier Tests to Assess Microbicidal Activities of Chemical Disinfectants for Use on Medical Devices and Environmental Surfaces","year":2005,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Human decontamination; Disinfectant; Context (archaeology); Microbicide; Biochemical engineering; Contamination; Environmental science; Computer science; Medicine; Waste management; Engineering; Biology; Pathology","authors":[{"name":"V. Susan Springthorpe","is_ca":true},{"name":"Syed A. Sattar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01958382706201497,"gpt":0.2941009373049143,"spread":0.2745171102428994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008236678,0.00188477,0.001199181,0.004906083,0.0004952583,0.001324483,0.001928841,0.002022011,0.002724568],"category_scores_gemma":[0.007751076,0.0008105012,0.00120678,0.002165177,0.000745507,0.001359779,0.001260977,0.001443695,0.002479387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006128711,"about_ca_system_score_gemma":0.001511532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212189,"about_ca_topic_score_gemma":0.004269803,"domain_scores_codex":[0.9871416,0.004018465,0.0009049336,0.0009760145,0.006551814,0.0004071471],"domain_scores_gemma":[0.9926,0.002467748,0.001371174,0.0003623308,0.003037139,0.0001617609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002366174,0.0005560202,0.009136528,0.01300331,0.0002621007,0.0003288264,0.0003862907,0.0007345755,0.7008427,0.003189164,0.006811986,0.2645119],"study_design_scores_gemma":[0.00008077664,0.004317267,0.02135915,0.002952329,0.0004194874,0.002451648,0.0009448435,0.002054193,0.7828224,0.001326165,0.181062,0.0002096644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.116843,0.4692333,0.3357669,0.002806,0.003078129,0.00928521,0.006489864,0.00182448,0.05467311],"genre_scores_gemma":[0.2011165,0.3183227,0.4346672,0.002650995,0.0007237656,0.006035247,0.006920198,0.0003718201,0.02919161],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008236678,"threshold_uncertainty_score":0.04356021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996752008","doi":"10.1016/j.ahj.2019.11.018","title":"Transesophageal echocardiography complications associated with interventional cardiology procedures","year":2019,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; MitraClip; Cohort; Complication; Surgery; Incidence (geometry); Internal medicine; Catheter; Cardiology; Mitral valve","authors":[{"name":"Afonso B. Freitas‐Ferraz","is_ca":true},{"name":"Josep Rodés‐Cabau","is_ca":true},{"name":"Lucía Junquera Vega","is_ca":true},{"name":"Jonathan Beaudoin","is_ca":true},{"name":"Kim O’Connor","is_ca":true},{"name":"Pierre Yves Turgeon","is_ca":true},{"name":"Jean‐Michel Paradis","is_ca":true},{"name":"Alfredo Nunes Ferreira‐Neto","is_ca":true},{"name":"Lluís Asmarats","is_ca":true},{"name":"Jean Champagne","is_ca":true},{"name":"Gilles O’Hara","is_ca":true},{"name":"Mathieu Bernier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01187805943036218,"gpt":0.2699476127570586,"spread":0.2580695533266964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007035083,0.0003831407,0.0005340269,0.001541642,0.0005356896,0.0008244829,0.0002888792,0.0009786409,0.003170063],"category_scores_gemma":[0.009097675,0.000202602,0.0006018555,0.001007817,0.0004935243,0.0005254999,0.0004424588,0.00154467,0.0003080718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021208,"about_ca_system_score_gemma":0.000554375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282388,"about_ca_topic_score_gemma":0.0008898049,"domain_scores_codex":[0.9986935,0.0002839283,0.000313568,0.0001229471,0.0003158267,0.0002702125],"domain_scores_gemma":[0.9925045,0.002827577,0.002742176,0.0003832614,0.0005827689,0.0009596875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000657157,0.0001849113,0.9504396,0.0001185072,0.0001563481,0.03530136,0.0001903339,0.00009881725,0.001005831,0.0001739813,0.0005533983,0.01111981],"study_design_scores_gemma":[0.00002807046,0.000662397,0.8976367,0.0001315483,0.0002542921,0.09733145,0.0005722774,0.0004241277,0.0009716239,0.0002425281,0.001723373,0.00002166264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813463,0.006774825,0.001197376,0.0006004933,0.0001298051,0.0000530305,0.000243586,0.00003238451,0.00962217],"genre_scores_gemma":[0.9970605,0.001465009,0.0003330728,0.0002395935,0.0003453944,0.00001109762,0.0001817082,0.000007231992,0.0003563127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003170063,"threshold_uncertainty_score":0.01060498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090079646","doi":"10.1016/j.jhin.2008.04.024","title":"Survival of enveloped and non-enveloped viruses on surfaces compared with other micro-organisms and impact of suboptimal disinfectant exposure","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Microbiology; Disinfectant; Glutaraldehyde; Candida albicans; Mycobacterium chelonae; Enterococcus faecalis; Medicine; Biology; Virology; Bacteria; Mycobacterium; Staphylococcus aureus","authors":[{"name":"Rosemarie Howie","is_ca":true},{"name":"Michelle J. Alfa","is_ca":true},{"name":"Kevin M. Coombs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01529534115603919,"gpt":0.256652921190695,"spread":0.2413575800346558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895343,0.0003124118,0.0005638801,0.0002513468,0.0003391434,0.000974905,0.0002845725,0.0004997425,0.002422039],"category_scores_gemma":[0.001219919,0.0001916839,0.0004511799,0.0002374278,0.0003130205,0.0006370121,0.0004550712,0.0004615185,0.000335796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960243,"about_ca_system_score_gemma":0.0002769838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927179,"about_ca_topic_score_gemma":0.001511613,"domain_scores_codex":[0.9991479,0.000172484,0.00005219743,0.0001648363,0.0001490951,0.0003135109],"domain_scores_gemma":[0.9992636,0.0002315619,0.0001011044,0.00007475948,0.0002223348,0.000106698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01099639,0.0005092073,0.06401282,0.0001651408,0.0001013576,0.0002223334,0.000692618,0.0006372358,0.9129185,0.0002829682,0.0002558983,0.009205718],"study_design_scores_gemma":[0.00006936071,0.01429553,0.5222567,0.00005029194,0.0001645029,0.000780041,0.002914663,0.003757909,0.4538224,0.0004256025,0.001411839,0.00005112437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991535,0.0002248901,0.0001298654,0.00001489655,0.00001025015,0.000006933692,0.0001610997,0.000002550403,0.0002959707],"genre_scores_gemma":[0.998348,0.0001724247,0.0002414828,0.00002525167,0.000009476017,0.00001161155,0.0005183232,0.000006225456,0.0006671469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927179,"threshold_uncertainty_score":0.008102536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995557581","doi":"10.1208/s12249-011-9644-8","title":"Radiation and Ethylene Oxide Terminal Sterilization Experiences with Drug Eluting Stent Products","year":2011,"lang":"en","type":"review","venue":"AAPS PharmSciTech","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Sterilization (economics); Medical device; Process engineering; Computer science; Medicine; Biomedical engineering; Business; Engineering","authors":[{"name":"Byron J. Lambert","is_ca":true},{"name":"Todd A. Mendelson","is_ca":true},{"name":"Michael Craven","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0359704780312096,"gpt":0.3017537666964177,"spread":0.2657832886652081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009565513,0.0008299944,0.0008938718,0.001546716,0.0002841341,0.0007259813,0.0007803861,0.001134488,0.002121486],"category_scores_gemma":[0.0008359561,0.0002538033,0.0004753692,0.001476011,0.0005286638,0.001176326,0.0004320732,0.00100905,0.0009784284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096307,"about_ca_system_score_gemma":0.0007568547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007334446,"about_ca_topic_score_gemma":0.001825198,"domain_scores_codex":[0.9996923,0.00005080616,0.00003939821,0.00005371336,0.000137669,0.00002613901],"domain_scores_gemma":[0.9995522,0.0002426555,0.00007303205,0.00001345991,0.00009204801,0.00002648206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009993674,0.0001343164,0.0004049593,0.008646132,0.00005408342,0.0004848572,0.0001113465,0.0002149982,0.004445918,0.0009374255,0.01243586,0.9720303],"study_design_scores_gemma":[0.0000378283,0.0007163256,0.004744746,0.003648856,0.000208437,0.009765599,0.0002352836,0.0001369318,0.006440985,0.001152387,0.9728627,0.00004990589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005375331,0.9982401,0.000123477,0.0000948374,0.00009872916,0.00000343262,0.000004142544,0.000003339406,0.0008943741],"genre_scores_gemma":[0.001879806,0.9965376,0.0002133654,0.0001523117,0.0001888956,0.00000491611,0.00001450016,0.000001858823,0.001006827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002121486,"threshold_uncertainty_score":0.007097065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997048720","doi":"10.1067/mic.2001.114233","title":"Preventing the spread of hepatitis B and C viruses: Where are germicides relevant?","year":2001,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Transmission (telecommunications); Virology; Hepatitis B virus; Virus; Hepatitis B; Cirrhosis; Internal medicine","authors":[{"name":"Syed A. Sattar","is_ca":true},{"name":"Jason A. Tetro","is_ca":true},{"name":"V. Susan Springthorpe","is_ca":true},{"name":"Antonio Giulivi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0161358150080186,"gpt":0.2993138894634119,"spread":0.2831780744553933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375725,0.001602127,0.003024149,0.001660739,0.0004815818,0.001532082,0.001962036,0.003777101,0.003300315],"category_scores_gemma":[0.001769158,0.0003637314,0.0005657335,0.001885406,0.001138801,0.002300401,0.0004913285,0.003424819,0.003003886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000749309,"about_ca_system_score_gemma":0.001380931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045892,"about_ca_topic_score_gemma":0.003631959,"domain_scores_codex":[0.9995705,0.00009339117,0.00005420904,0.00006495543,0.0001735009,0.00004337886],"domain_scores_gemma":[0.9987279,0.0005475095,0.0001479637,0.00003632404,0.0004254852,0.000114762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001384793,0.0001414139,0.0002271382,0.006550062,0.0000844505,0.0002367499,0.00006030502,0.0002772555,0.0009899607,0.002761064,0.05337843,0.9351547],"study_design_scores_gemma":[0.00008225055,0.0002802605,0.001009824,0.003115229,0.0001212131,0.001301041,0.0001362877,0.0001059404,0.0005630908,0.002735362,0.9905232,0.00002638377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008360591,0.9972595,0.0001575349,0.0009454368,0.0009096318,0.000003401263,0.000007028083,0.000008280784,0.0006255679],"genre_scores_gemma":[0.0005335289,0.9973581,0.0002497068,0.0006772645,0.0005365452,0.000005689089,0.00001379293,0.000001676297,0.0006236859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003777101,"threshold_uncertainty_score":0.01104063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W93672273","doi":"10.1155/2011/354546","title":"‘Short’ Double-Balloon Enteroscope for Endoscopic Retrograde Cholangiopancreatography in Patients with a Surgically Altered Upper Gastrointestinal Tract","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Double-balloon enteroscopy; Balloon; Anastomosis; Surgery; Gastroenterostomy; URETEROSCOPE; Major duodenal papilla; Endoscopy; Billroth II; Roux-en-Y anastomosis; Radiology; Internal medicine; Gastric bypass; Pancreatitis; Cancer","authors":[{"name":"Soyun Cho","is_ca":true},{"name":"Patarapong Kamalaporn","is_ca":true},{"name":"Gabor Kandel","is_ca":true},{"name":"Paul Kortan","is_ca":true},{"name":"Norman E. Marcon","is_ca":true},{"name":"Gary R. May","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627280906137226,"gpt":0.2160221367844346,"spread":0.1997493277230624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017389,0.0002862683,0.0003368417,0.0008386907,0.0004614998,0.000453276,0.0003098631,0.0004867843,0.001777576],"category_scores_gemma":[0.001977415,0.000181867,0.0003745601,0.0009436196,0.0006783902,0.0007276314,0.0004231169,0.000429608,0.0003341703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096655,"about_ca_system_score_gemma":0.0004963263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107151,"about_ca_topic_score_gemma":0.002768484,"domain_scores_codex":[0.9997135,0.00005032256,0.00005323913,0.00003821575,0.0000745604,0.00007004382],"domain_scores_gemma":[0.9983571,0.0004420182,0.0007304515,0.00005876016,0.00009456292,0.0003169723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000246796,0.00005183606,0.9598567,0.000101592,0.00003091157,0.02821747,0.0001884588,0.00004316081,0.00168958,0.00003742038,0.000343799,0.00919228],"study_design_scores_gemma":[0.00002011103,0.0007723664,0.7175077,0.000067548,0.0000448103,0.2781515,0.0007622111,0.0001423946,0.0007578712,0.0000355826,0.001727858,0.000009930812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968188,0.001901668,0.0001904568,0.0001112473,0.00001850807,0.00001435933,0.00004180682,0.000007463053,0.0008956455],"genre_scores_gemma":[0.9986036,0.0007461946,0.000274308,0.0001033998,0.0000344375,0.000006272664,0.00008465788,0.000003410564,0.0001438063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001777576,"threshold_uncertainty_score":0.005946636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987507360","doi":"10.1016/j.ajic.2012.12.006","title":"Monitoring and improving the effectiveness of cleaning medical and surgical devices","year":2013,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba","funders":"","keywords":"Medicine; Medical emergency; Operations management; Engineering","authors":[{"name":"Michelle J. Alfa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01150675589012651,"gpt":0.2979577454284371,"spread":0.2864509895383106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199106,0.001350328,0.001954749,0.002412165,0.0002363676,0.0009660075,0.001512663,0.001788277,0.001670474],"category_scores_gemma":[0.001460034,0.0003471763,0.0005979224,0.001825963,0.0007202441,0.001206105,0.0007307808,0.001770759,0.0009887377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671586,"about_ca_system_score_gemma":0.001435529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261305,"about_ca_topic_score_gemma":0.001706071,"domain_scores_codex":[0.999416,0.00008664091,0.00007826705,0.00009444536,0.0002774443,0.00004718187],"domain_scores_gemma":[0.9988655,0.0005198081,0.0002293151,0.00002466012,0.0002958488,0.00006483594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000676198,0.00013029,0.0004385837,0.01064469,0.00009034266,0.00008646995,0.00003141899,0.0002099809,0.001637267,0.001157922,0.01452223,0.9709831],"study_design_scores_gemma":[0.00005423655,0.0004819988,0.00511742,0.007130213,0.0004346849,0.002242651,0.0001432549,0.0004343694,0.002844535,0.002533577,0.9785157,0.00006728928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001179322,0.9990755,0.0001645347,0.0001687419,0.0001721636,0.000004024465,0.000008823095,0.000005322284,0.0002827873],"genre_scores_gemma":[0.001112126,0.9977931,0.0003550133,0.0001729115,0.0002803588,0.000006944515,0.00002301531,0.00000104835,0.0002554917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002412165,"threshold_uncertainty_score":0.006341577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084235320","doi":"10.1186/1471-2334-9-56","title":"Modeling microbial survival in buildup biofilm for complex medical devices","year":2009,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Health Sciences Centre Foundation","keywords":"Biofilm; Disinfectant; Glutaraldehyde; Microbiology; Oxidizing agent; Chemistry; Hydrogen peroxide; Food science; Biology; Bacteria; Chromatography; Biochemistry; Organic chemistry","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Rosemarie Howie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02882218082423847,"gpt":0.2965823416119476,"spread":0.2677601607877091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003910696,0.000823192,0.0005018292,0.0004438194,0.0003534177,0.0008829748,0.0008827628,0.002327974,0.0009384021],"category_scores_gemma":[0.00102109,0.00044473,0.001033577,0.0002581422,0.0004806538,0.000542009,0.0007540424,0.0007216841,0.0002076169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133177,"about_ca_system_score_gemma":0.0009044446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139967,"about_ca_topic_score_gemma":0.005745034,"domain_scores_codex":[0.9998149,0.00004311178,0.00001133235,0.00004794337,0.00004702924,0.00003566224],"domain_scores_gemma":[0.999563,0.0002547016,0.00007757597,0.00001704875,0.00005797143,0.00002956252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003918243,0.0000673824,0.002026185,0.0001155243,0.00002487988,0.00009352675,0.00006109931,0.9794924,0.01454659,0.001145284,0.00008911661,0.002298799],"study_design_scores_gemma":[0.000006215603,0.00007057311,0.000526368,0.000006962074,0.000008103211,0.00002340846,0.00001969367,0.9974735,0.00120955,0.0003508535,0.0002982416,0.000006438891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8318182,0.001733554,0.1579485,0.0004881831,0.00006889072,0.0002531345,0.0007539904,0.0001424244,0.006793075],"genre_scores_gemma":[0.9583126,0.001261259,0.03591274,0.000067659,0.00002205474,0.0004208325,0.0004158777,0.00003540809,0.003551692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139967,"threshold_uncertainty_score":0.02266663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972816756","doi":"10.1016/j.gie.2019.08.043","title":"Impact of wet storage and other factors on biofilm formation and contamination of patient-ready endoscopes: a narrative review","year":2019,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Merck Canada","keywords":"Medicine; Endoscope; Food and drug administration; Biofilm; Contamination; Narrative review; Endoscopy; Intensive care medicine; Surgery; Medical emergency","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Harminder Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03506240642744186,"gpt":0.3361207149786916,"spread":0.3010583085512497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200774,0.0009023366,0.001929303,0.002507236,0.0002213936,0.001770383,0.000785991,0.001382254,0.002906272],"category_scores_gemma":[0.003475062,0.0003097009,0.001388172,0.002481434,0.0004566569,0.001286095,0.0008294616,0.00107205,0.0004244025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004849524,"about_ca_system_score_gemma":0.002156486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763074,"about_ca_topic_score_gemma":0.003724105,"domain_scores_codex":[0.9994911,0.0001039173,0.0001322081,0.0001041991,0.0001339332,0.00003463166],"domain_scores_gemma":[0.9978203,0.001446806,0.0004039276,0.00002872828,0.0002551271,0.0000451262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002657759,0.00008861187,0.001118312,0.2751899,0.001115538,0.0003471956,0.0002703845,0.0002766712,0.001380219,0.001553388,0.0191463,0.6992477],"study_design_scores_gemma":[0.0001015941,0.0005911898,0.008250043,0.207046,0.007407018,0.003932403,0.000902733,0.0002317308,0.001049117,0.002232339,0.7681172,0.0001386487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009477422,0.999634,0.00002428628,0.00007726428,0.00006258306,0.000002854772,0.00001594965,0.000001114144,0.00008704721],"genre_scores_gemma":[0.0006558741,0.9989888,0.00007477905,0.0001241349,0.00007822867,0.000003850282,0.00001542957,5.537396e-7,0.00005838218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002906272,"threshold_uncertainty_score":0.009722412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999156740","doi":"10.1016/j.ajic.2013.08.007","title":"Comparison of clinically relevant benchmarks and channel sampling methods used to assess manual cleaning compliance for flexible gastrointestinal endoscopes","year":2014,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shared Health; St. Boniface Hospital","funders":"","keywords":"Bioburden; Medicine; Suction; Peristaltic pump; Sampling (signal processing); Surgery; Filter (signal processing)","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Brenda-Lee Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1040237024104242,"gpt":0.450997095304034,"spread":0.3469733928936098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01637157,0.0007540064,0.0009097314,0.001749624,0.0006686769,0.001787578,0.001061754,0.001420039,0.0005162691],"category_scores_gemma":[0.04561508,0.0004470829,0.0006837184,0.001397081,0.0007519553,0.001136055,0.0009082894,0.0007138209,0.0002477461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398785,"about_ca_system_score_gemma":0.001186856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721773,"about_ca_topic_score_gemma":0.00352521,"domain_scores_codex":[0.9725892,0.01354158,0.002315384,0.001774476,0.008961564,0.0008178579],"domain_scores_gemma":[0.9588713,0.02432915,0.006270596,0.002000983,0.007644267,0.0008837066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00945383,0.002217656,0.8627557,0.0008548353,0.0004631089,0.0001302996,0.003101552,0.001453278,0.02249721,0.0005816481,0.001238642,0.0952523],"study_design_scores_gemma":[0.0001782999,0.0201714,0.9344721,0.0002457919,0.0003829511,0.0004952336,0.002727996,0.009044088,0.02956368,0.0004590123,0.00215995,0.000099478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893855,0.0009942083,0.007128438,0.0001690942,0.0001141999,0.0001748278,0.0002792176,0.00009391445,0.00166056],"genre_scores_gemma":[0.990886,0.0002427396,0.007930394,0.0001112186,0.00002846716,0.0001347223,0.0003210758,0.00002937025,0.0003159798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637157,"threshold_uncertainty_score":0.08658224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187610086","doi":"","title":"Dental burs and endodontic files: are routine sterilization procedures effective?","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Sterilization (economics); Dentistry; Dental instruments; Medicine; ENDODONTIC PROCEDURES; Root canal; Business","authors":[{"name":"Archie Morrison","is_ca":true},{"name":"Susan Conrod","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007352027532496624,"gpt":0.2104773212291067,"spread":0.2031252936966101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006974778,0.0007379446,0.0009088797,0.0007404078,0.000356201,0.001108201,0.0006405419,0.001565009,0.003640386],"category_scores_gemma":[0.01981867,0.0003386477,0.0003327841,0.0006510635,0.002166152,0.001489477,0.0003653944,0.0005987592,0.0009596079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570848,"about_ca_system_score_gemma":0.0006657505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004272869,"about_ca_topic_score_gemma":0.0006032869,"domain_scores_codex":[0.9960024,0.001415437,0.0003268828,0.0006980569,0.001200219,0.0003569206],"domain_scores_gemma":[0.9733984,0.01432486,0.007850836,0.001204812,0.002528545,0.0006925733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001957302,0.0008404568,0.1712056,0.002645915,0.0003168632,0.0004261209,0.0007079695,0.0001600834,0.03725152,0.0004604656,0.002142344,0.7818854],"study_design_scores_gemma":[0.0002092687,0.008134621,0.8770517,0.002210909,0.000934928,0.01166749,0.003629543,0.0007494979,0.06588641,0.001187818,0.02823826,0.00009964099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8117977,0.1675683,0.008252093,0.003920452,0.000323682,0.0001964658,0.0001274821,0.0001958477,0.007618005],"genre_scores_gemma":[0.9674857,0.02623042,0.004597114,0.0004703348,0.0004272069,0.00004825436,0.000100129,0.00003222681,0.0006086645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006974778,"threshold_uncertainty_score":0.03688657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090313913","doi":"10.1086/502035","title":"A Survey of Reprocessing Methods, Residual Viable Bioburden, and Soil Levels in Patient-Ready Endoscopic Retrograde Choliangiopancreatography Duodenoscopes Used in Canadian Centers","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Bioburden; Medicine; Surgery","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Pat DeGagné","is_ca":true},{"name":"Michele Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03960247820236268,"gpt":0.3136157394163074,"spread":0.2740132612139448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000228,0.0003530655,0.0003238404,0.001190336,0.001226781,0.0009326347,0.0009823383,0.0003851764,0.001024245],"category_scores_gemma":[0.004680532,0.0004231246,0.0002911474,0.002399727,0.0008080971,0.000404297,0.000635786,0.0003814882,0.000160932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006333373,"about_ca_system_score_gemma":0.007345145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7438316,"about_ca_topic_score_gemma":0.826206,"domain_scores_codex":[0.9977322,0.0002060631,0.0001931291,0.0002460604,0.001139347,0.0004832137],"domain_scores_gemma":[0.9946638,0.0005310418,0.001636715,0.0001208461,0.001799681,0.001247894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009821884,0.00004047762,0.989606,0.0000682359,0.00002177062,0.000203318,0.002459292,0.0000285017,0.001334718,0.00001312175,0.0002714046,0.005854828],"study_design_scores_gemma":[0.000002204215,0.0001244493,0.9943527,0.00002675789,0.000009530697,0.0001770223,0.00452095,0.00005645796,0.0002275197,0.000001935258,0.0004929415,0.000007516135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989512,0.0002757409,0.00005209506,0.00006184023,0.000002721453,0.00002207666,0.0002604105,0.000004909793,0.0003690748],"genre_scores_gemma":[0.9985116,0.0005826902,0.0002626886,0.00009416338,0.000003088267,0.000008399385,0.0002996893,0.000005415531,0.0002321852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561684,"threshold_uncertainty_score":0.515354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078670114","doi":"10.1016/j.ajic.2006.01.010","title":"Automated washing with the Reliance Endoscope Processing System and its equivalence to optimal manual cleaning","year":2006,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Endoscope; Biomedical engineering; Surgery","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Pat DeGagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004672839850548058,"gpt":0.2427028131339806,"spread":0.2380299732834326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290936,0.0003793574,0.0005961038,0.0008682904,0.0004194176,0.0008702836,0.0007974804,0.0006270527,0.001718458],"category_scores_gemma":[0.007097927,0.0004725167,0.0005382813,0.0004557912,0.0007522366,0.0008747594,0.0008677953,0.0005771429,0.0004175778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988278,"about_ca_system_score_gemma":0.0007268023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008760819,"about_ca_topic_score_gemma":0.0008638024,"domain_scores_codex":[0.995626,0.001253372,0.0002470961,0.0005950096,0.002064036,0.0002145068],"domain_scores_gemma":[0.9953963,0.002180446,0.0004838218,0.001098625,0.0007398683,0.000100993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005911347,0.001207954,0.01162395,0.0005281388,0.0001002208,0.0001662763,0.0003516152,0.002330653,0.6699719,0.002890636,0.001219323,0.303698],"study_design_scores_gemma":[0.0004637109,0.009281205,0.08010259,0.0001322371,0.0003228425,0.003072071,0.0002295226,0.02150382,0.8687363,0.002790799,0.0132245,0.0001404823],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808215,0.006456694,0.1739744,0.0004786416,0.0005207214,0.0003679843,0.0001987737,0.001034494,0.008753336],"genre_scores_gemma":[0.9019365,0.001811119,0.09289591,0.0002233562,0.0001818906,0.000142989,0.0002333433,0.0001739889,0.002400947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290936,"threshold_uncertainty_score":0.01211578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2403052939","doi":"10.1016/j.ajic.2016.03.040","title":"Evaluation of the ability of different detergents and disinfectants to remove and kill organisms in traditional biofilm","year":2016,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Biofilm; Disinfectant; Microbiology; Enterococcus faecalis; Glutaraldehyde; Bacteria; Pseudomonas aeruginosa; Hydrogen peroxide; Colony-forming unit; Food science; Chemistry; Biology; Staphylococcus aureus; Chromatography; Biochemistry","authors":[{"name":"Cristiana da Costa Luciano","is_ca":false},{"name":"Nancy Olson","is_ca":true},{"name":"Anaclara Ferreira Veiga Tipple","is_ca":false},{"name":"Michelle J. Alfa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485447605527085,"gpt":0.2536877823964814,"spread":0.2388333063412105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006775577,0.0006512456,0.0003900189,0.0004152479,0.0003124957,0.0003381635,0.0003716566,0.0005199287,0.001222564],"category_scores_gemma":[0.001176493,0.0002798298,0.000589397,0.0004798817,0.0002988256,0.0006047114,0.0004030437,0.0006954339,0.0002290022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411192,"about_ca_system_score_gemma":0.0003217686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291553,"about_ca_topic_score_gemma":0.002205918,"domain_scores_codex":[0.9993514,0.0001200199,0.0001086675,0.0001010522,0.0002114299,0.0001073286],"domain_scores_gemma":[0.9987335,0.0004428193,0.0001866495,0.00008088489,0.0004549274,0.0001012263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004157364,0.0002885534,0.001244443,0.0002245743,0.00003505433,0.00004449955,0.0001528085,0.00009204908,0.9935564,0.00005259254,0.00003742766,0.003855786],"study_design_scores_gemma":[0.00002731108,0.005809968,0.01527985,0.00002744235,0.0001106157,0.0001735335,0.0002761393,0.0005106512,0.9767129,0.00005238891,0.0009972164,0.00002193423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995767,0.001472128,0.001429533,0.00005531167,0.00005973333,0.00006305819,0.0002221507,0.0000128788,0.0009183141],"genre_scores_gemma":[0.9809639,0.003441278,0.01051179,0.00009751824,0.00004118831,0.0001144741,0.0009394875,0.00002097159,0.003869413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291553,"threshold_uncertainty_score":0.004089832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083091054","doi":"10.1017/s0266462308080562","title":"Reuse of single use medical devices in Canada: Clinical and economic outcomes, legal and ethical issues, and current hospital practice","year":2008,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Institute of Health Economics; Calgary General Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Reuse; Medicine; Liability; Health care; Medical emergency; Adverse effect; Business; Accounting","authors":[{"name":"David Hailey","is_ca":true},{"name":"Philip Jacobs","is_ca":true},{"name":"Nola M. Ries","is_ca":true},{"name":"Julie Polisena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04124287589221643,"gpt":0.4567365930714785,"spread":0.4154937171792621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01593171,0.0003996809,0.001320717,0.00725315,0.00237685,0.004736607,0.001937733,0.00131462,0.002092272],"category_scores_gemma":[0.08942299,0.0005467237,0.001828865,0.01772761,0.003095817,0.001469791,0.00159045,0.001407368,0.00008712549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07701252,"about_ca_system_score_gemma":0.1679289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9483177,"about_ca_topic_score_gemma":0.9652901,"domain_scores_codex":[0.9758143,0.005194073,0.003901007,0.001363534,0.01245908,0.00126799],"domain_scores_gemma":[0.850878,0.05148785,0.04656911,0.002011195,0.04362121,0.005432619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009519825,0.0001902155,0.6506086,0.07040589,0.005061911,0.0007889593,0.003619537,0.001541995,0.0004108885,0.006912491,0.01589212,0.2436154],"study_design_scores_gemma":[0.0003567152,0.0004538075,0.8840287,0.06560443,0.004571126,0.001068259,0.006137279,0.001515473,0.0005511984,0.002199319,0.03330222,0.0002114454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1916245,0.7570182,0.0009946275,0.02725638,0.0003472089,0.0004656748,0.006422756,0.00002679002,0.01584386],"genre_scores_gemma":[0.760088,0.2310907,0.002257557,0.004235487,0.0001319778,0.0001555809,0.001495063,0.00001368152,0.0005318907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07701252,"threshold_uncertainty_score":0.5587676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030292764","doi":"10.1016/j.ajic.2011.10.006","title":"Development and validation of rapid use scope test strips to determine the efficacy of manual cleaning for flexible endoscope channels","year":2012,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Protocol (science); Audit; Medical physics; Pathology","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Pat DeGagné","is_ca":true},{"name":"Patricia J. Simner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02657793721862995,"gpt":0.2872550028651878,"spread":0.2606770656465578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102343,0.001362882,0.0008507967,0.001950212,0.0004402473,0.001115891,0.001490202,0.001818378,0.0009725004],"category_scores_gemma":[0.01484007,0.0009939384,0.00126295,0.0008245332,0.0009159292,0.0007327767,0.0008216783,0.0009327346,0.0005349039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003319457,"about_ca_system_score_gemma":0.0007870999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110832,"about_ca_topic_score_gemma":0.00140282,"domain_scores_codex":[0.9863818,0.004711419,0.001039395,0.001446847,0.006018884,0.0004017896],"domain_scores_gemma":[0.9838359,0.007229656,0.002097326,0.001264149,0.005111165,0.0004618055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00230888,0.002316501,0.06339651,0.0006989765,0.0002304786,0.0001547484,0.0008025042,0.001036138,0.8733871,0.0002821393,0.0007180442,0.05466793],"study_design_scores_gemma":[0.0003677209,0.02466152,0.09315942,0.0001996612,0.0004178184,0.0015361,0.0004012266,0.006901353,0.8676738,0.0001656326,0.004417204,0.00009852248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021093,0.004638716,0.0842996,0.0004213443,0.0004250289,0.00260327,0.001645374,0.0007465836,0.0031108],"genre_scores_gemma":[0.8200272,0.002075488,0.1700636,0.0005159636,0.000122011,0.001559165,0.003068183,0.0001230232,0.002445345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102343,"threshold_uncertainty_score":0.05412477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137338214","doi":"10.1136/oem.60.4.254","title":"Physician diagnosed asthma, respiratory symptoms, and associations with workplace tasks among radiographers in Ontario, Canada","year":2003,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Work & Health; University of Toronto; Sinai Health System","funders":"Ontario Physiotherapy Association; York University; Workplace Safety and Insurance Board","keywords":"Medicine; Asthma; Occupational asthma; Physical therapy; Family medicine; Environmental health; Internal medicine","authors":[{"name":"Gary M. Liss","is_ca":true},{"name":"Susan M. Tarlo","is_ca":true},{"name":"Joanne Doherty","is_ca":true},{"name":"James T. Purdham","is_ca":true},{"name":"Jessica Greene","is_ca":true},{"name":"Lisa McCaskell","is_ca":false},{"name":"Michael Kerr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005904733835993806,"gpt":0.1930975392467256,"spread":0.1871928054107318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004402144,0.0001978619,0.0002416347,0.001104046,0.001445068,0.0006647098,0.0008907104,0.0004238888,0.002198174],"category_scores_gemma":[0.001678313,0.0002913876,0.0002678955,0.002012726,0.000541173,0.0002170513,0.0004645867,0.0004089522,0.0001648204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130438,"about_ca_system_score_gemma":0.01361922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883858,"about_ca_topic_score_gemma":0.9935403,"domain_scores_codex":[0.9991325,0.00006698626,0.00005926543,0.0001196201,0.0003848512,0.0002368488],"domain_scores_gemma":[0.9979234,0.0001466126,0.0005815854,0.00003604366,0.0007191724,0.0005931879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002231576,0.00001763079,0.9976293,0.00002913921,0.00001319393,0.00008739316,0.0004250853,0.00002257459,0.0001392512,0.000009721256,0.000423019,0.001181428],"study_design_scores_gemma":[0.000002544647,0.000009389697,0.9993162,0.00001229759,0.000004293521,0.00002730196,0.0003888235,0.00002950853,0.00001011362,0.000001585288,0.0001963003,0.000001636964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951716,0.0009593718,0.00004381576,0.0004038547,0.00001118943,0.00003143219,0.001544016,0.000007107399,0.001827639],"genre_scores_gemma":[0.9984309,0.000442704,0.00005881945,0.00008574902,0.000006370482,0.000009777304,0.0004479092,0.000001776907,0.0005159904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116142,"threshold_uncertainty_score":0.08201939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006106027","doi":"10.1016/j.ajic.2011.02.023","title":"Establishing a clinically relevant bioburden benchmark: A quality indicator for adequate reprocessing and storage of flexible gastrointestinal endoscopes","year":2011,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital","funders":"","keywords":"Bioburden; Medicine; Endoscope; Guideline; Surgery; Pathology","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Shadi Sepehri","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Alana Wald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03059969850122561,"gpt":0.3117169892709662,"spread":0.2811172907697406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117172,0.0009894553,0.001201094,0.001571944,0.0007703585,0.003464915,0.001034693,0.001784607,0.0006580624],"category_scores_gemma":[0.0211555,0.0002731094,0.0004362072,0.001087663,0.0008462028,0.001484382,0.001112568,0.001224544,0.0004944029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089478,"about_ca_system_score_gemma":0.003051088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196417,"about_ca_topic_score_gemma":0.00107974,"domain_scores_codex":[0.9864802,0.004931414,0.001969897,0.0007429137,0.005383045,0.0004926489],"domain_scores_gemma":[0.982891,0.003950937,0.004414389,0.0008420402,0.006787722,0.001113929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003563063,0.00285934,0.653531,0.000940577,0.0001681647,0.000469532,0.0009819603,0.00433639,0.1581286,0.002640533,0.00617851,0.1662024],"study_design_scores_gemma":[0.0001764256,0.02379948,0.6072317,0.000641103,0.0003949051,0.00228226,0.002745025,0.02597754,0.3153247,0.003298728,0.01791276,0.0002153073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192104,0.006482679,0.05674405,0.004957051,0.0006740087,0.001031814,0.001140433,0.0005258382,0.009233679],"genre_scores_gemma":[0.9754052,0.0005811074,0.0214876,0.0005660109,0.0001301518,0.000213149,0.001104964,0.00003292188,0.0004788525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117172,"threshold_uncertainty_score":0.06196719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947973176","doi":"10.1016/j.ajic.2019.02.027","title":"Biofilms on instruments and environmental surfaces: Do they interfere with instrument reprocessing and surface disinfection? Review of the literature","year":2019,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Biofilm; Microbiology; Disinfectant; Medicine; Bacteria; Biology; Pathology","authors":[{"name":"Michelle J. Alfa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008604717611023468,"gpt":0.2575533048987724,"spread":0.2489485872877489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127261,0.001148753,0.002682233,0.003607029,0.0002977239,0.001504182,0.001070511,0.001580441,0.001960668],"category_scores_gemma":[0.002011275,0.0004337872,0.001000244,0.003461014,0.0005828103,0.001496661,0.0008486054,0.001147993,0.000525517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004855268,"about_ca_system_score_gemma":0.001675922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887761,"about_ca_topic_score_gemma":0.00369922,"domain_scores_codex":[0.9993999,0.00009913037,0.0001384791,0.00009827257,0.0002261005,0.00003817907],"domain_scores_gemma":[0.9987361,0.0006116669,0.0003093215,0.00001909028,0.0002601394,0.00006371339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530963,0.000092607,0.0007898557,0.09861077,0.0003252109,0.0003393293,0.0001322184,0.0001889399,0.001455436,0.0009975199,0.01825264,0.8786623],"study_design_scores_gemma":[0.00009298805,0.0006090421,0.01132071,0.09719346,0.003067175,0.007218738,0.0007458515,0.0002919394,0.00138056,0.002373848,0.8755637,0.0001419171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005611017,0.9997409,0.0000159311,0.00006953908,0.00005409701,0.000001402724,0.000006737038,8.015541e-7,0.00005446626],"genre_scores_gemma":[0.0003284871,0.9994417,0.00004959669,0.00006725917,0.00006919009,0.000001789071,0.000006976677,2.402203e-7,0.00003472493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003607029,"threshold_uncertainty_score":0.006559074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1560203402","doi":"","title":"Glutaraldehyde-induced colitis.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Sigmoidoscopy; Colonoscopy; Endoscopy; Gastroenterology; Internal medicine; Colitis; Biopsy; Colorectal cancer; Surgery; Cancer","authors":[{"name":"Barry Stein","is_ca":true},{"name":"E Lamoureux","is_ca":false},{"name":"Mark A. Miller","is_ca":false},{"name":"Carol‐Ann Vasilevsky","is_ca":false},{"name":"L Julien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02713695797501801,"gpt":0.2315659208272123,"spread":0.2044289628521943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001187179,0.0002489919,0.0001089293,0.0004000943,0.00019652,0.0001586126,0.0001357942,0.0001801492,0.002123464],"category_scores_gemma":[0.0007732991,0.000055334,0.000138478,0.000349653,0.0001706437,0.0001813289,0.0001370352,0.0001818136,0.0003072786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243401,"about_ca_system_score_gemma":0.0003197927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260773,"about_ca_topic_score_gemma":0.002001662,"domain_scores_codex":[0.9998691,0.00002669068,0.00001757852,0.00002005567,0.0000238406,0.00004274533],"domain_scores_gemma":[0.9995738,0.00007726876,0.0002258804,0.00001522888,0.00004069549,0.00006705254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004109636,0.000125285,0.9296153,0.0004115592,0.00004223716,0.03357828,0.0001985584,0.0001700577,0.004186994,0.0002084563,0.001310659,0.02974163],"study_design_scores_gemma":[0.00004070905,0.0007825749,0.8430095,0.0001488615,0.00005800392,0.1453667,0.0001996268,0.0003050406,0.001885102,0.00006447804,0.00813056,0.000008866562],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810158,0.01198864,0.000844157,0.0002826954,0.00005939309,0.000125515,0.0004562229,0.00006597712,0.005161702],"genre_scores_gemma":[0.996913,0.001822975,0.0004022535,0.0001054281,0.00002832338,0.00001119816,0.0002138541,0.00000339071,0.0004996727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002123464,"threshold_uncertainty_score":0.007103741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947631471","doi":"10.1016/j.ajic.2019.02.029","title":"Medical instrument reprocessing: current issues with cleaning and cleaning monitoring","year":2019,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Sterilization (economics); Medical device; Medical emergency; Risk analysis (engineering); Biomedical engineering","authors":[{"name":"Michelle J. Alfa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02893167931345775,"gpt":0.3455614152997464,"spread":0.3166297359862887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003725724,0.001312901,0.00254354,0.003442948,0.0004742997,0.002662905,0.001947421,0.00330812,0.003398093],"category_scores_gemma":[0.004604831,0.0004625035,0.0008768138,0.003187419,0.001473524,0.003327794,0.001414794,0.003377757,0.002213186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061535,"about_ca_system_score_gemma":0.003513431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628618,"about_ca_topic_score_gemma":0.002656419,"domain_scores_codex":[0.998439,0.0002958908,0.0002483931,0.0002706558,0.0006394102,0.0001065945],"domain_scores_gemma":[0.9941775,0.002738552,0.0008172987,0.0001225604,0.001752751,0.0003913604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009014584,0.00009613379,0.0003580174,0.01362702,0.00005245549,0.00009388598,0.00005841584,0.000159529,0.0006379615,0.002561068,0.04216978,0.9400955],"study_design_scores_gemma":[0.00002642976,0.0002081156,0.001606117,0.008843667,0.0001865894,0.001119587,0.0001490658,0.0001981236,0.0003703399,0.00222283,0.9850265,0.0000426467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000376548,0.9984295,0.0001358475,0.0005802611,0.0004967937,0.000002447983,0.000006287986,0.000007252628,0.000303921],"genre_scores_gemma":[0.0004964141,0.9970294,0.000379474,0.0007024751,0.001012845,0.000006706801,0.00001665819,0.000002961939,0.0003531112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003725724,"threshold_uncertainty_score":0.01970375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509324464","doi":"10.9778/cmajo.20150092","title":"Comparing surgical trays with redundant instruments with trays with reduced instruments: a cost analysis","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Mount Sinai Hospital; Western University","funders":"","keywords":"Surgical instrument; Operations management; Computer science; Engineering; Mechanical engineering","authors":[{"name":"Ava John‐Baptiste","is_ca":true},{"name":"Leigh J. Sowerby","is_ca":true},{"name":"Christopher J. Chin","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Brian Rotenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02869533782913541,"gpt":0.2783061007791314,"spread":0.249610762949996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01396457,0.00223155,0.001759652,0.004111961,0.0005282064,0.002627777,0.002161263,0.001467406,0.004991871],"category_scores_gemma":[0.03615678,0.001089582,0.0133698,0.004127689,0.0009051402,0.002605487,0.001572347,0.002222141,0.0002540365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01867688,"about_ca_system_score_gemma":0.006869521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04012318,"about_ca_topic_score_gemma":0.02115861,"domain_scores_codex":[0.9882085,0.007526282,0.0006390119,0.0008147702,0.001782527,0.001029106],"domain_scores_gemma":[0.9663607,0.0272982,0.003154205,0.000939915,0.001794281,0.0004528511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01178143,0.001330836,0.07182118,0.003949269,0.01813604,0.0005346388,0.0001641855,0.8414312,0.001544693,0.009428039,0.002223307,0.03765527],"study_design_scores_gemma":[0.004097431,0.0137378,0.1444401,0.001889102,0.03498088,0.001351018,0.001031914,0.7717454,0.005294682,0.01309202,0.007801186,0.0005384407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952769,0.0083074,0.02380089,0.001276772,0.000164061,0.002891845,0.005694442,0.00007560592,0.005020126],"genre_scores_gemma":[0.9888523,0.001595075,0.006787019,0.0002171709,0.00003410479,0.0006484336,0.001334819,0.00002131164,0.0005098001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012318,"threshold_uncertainty_score":0.1355109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W13405673","doi":"10.1155/2001/691584","title":"The Clinical Risks of Infection Associated with Endoscopy","year":2001,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Sterilization (economics); Intensive care medicine; Endoscopy; Infection risk; Transmission (telecommunications); Risk of infection; Infection control; Antibiotic prophylaxis; Antibiotics; Surgery; Microbiology; Biology","authors":[{"name":"Alistair Cowen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09037075088259616,"gpt":0.3684253888078198,"spread":0.2780546379252237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000676525,0.0007716299,0.00139215,0.001487326,0.0003869584,0.001064068,0.0005494792,0.001768882,0.00278939],"category_scores_gemma":[0.00165205,0.0001840146,0.000425721,0.001261977,0.000674987,0.0008592895,0.0005205689,0.001127101,0.001726657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303454,"about_ca_system_score_gemma":0.0008415194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009529514,"about_ca_topic_score_gemma":0.001345047,"domain_scores_codex":[0.9993774,0.0001414916,0.00005890497,0.00006633813,0.0003067818,0.00004913825],"domain_scores_gemma":[0.9992566,0.0003624173,0.0001153493,0.00002488167,0.0001837298,0.00005708096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000574369,0.00006178362,0.001939137,0.007022115,0.00006574481,0.001458728,0.000102239,0.0001529117,0.001520604,0.001579334,0.02670489,0.959335],"study_design_scores_gemma":[0.00002751436,0.0004052231,0.01791443,0.008891733,0.0002157687,0.05404805,0.0006719671,0.0001914894,0.001930823,0.006871605,0.9087707,0.00006063545],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004136439,0.9958928,0.0002173917,0.0006076934,0.0002568655,0.00000315594,0.000005567487,0.000007725321,0.002595091],"genre_scores_gemma":[0.004318133,0.9933095,0.0002730985,0.0003839453,0.0005560396,0.000005998173,0.00001133257,0.000001446337,0.001140446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00278939,"threshold_uncertainty_score":0.009331405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065579633","doi":"10.1055/s-2007-966644","title":"Reprocessing flexible gastrointestinal endoscopes after a period of disuse: is it necessary?","year":2007,"lang":"en","type":"article","venue":"Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Endoscope; Gastrointestinal tract; Endoscopy; Surgery; Endoscopic retrograde cholangiopancreatography; General surgery; Internal medicine; Pancreatitis","authors":[{"name":"Ashley Vergis","is_ca":true},{"name":"Denise Thomson","is_ca":true},{"name":"Peter Pieroni","is_ca":true},{"name":"Sonny S. Dhalla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01676007343109856,"gpt":0.3029938846059019,"spread":0.2862338111748033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006531575,0.0004965253,0.0006615429,0.0004414589,0.0006674277,0.001642693,0.0009312277,0.002187533,0.002331489],"category_scores_gemma":[0.02790432,0.0002389248,0.0008278926,0.0005859653,0.001971625,0.00255847,0.0004778623,0.001207664,0.0005655416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480223,"about_ca_system_score_gemma":0.001492666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007961744,"about_ca_topic_score_gemma":0.001684534,"domain_scores_codex":[0.9961193,0.001485029,0.0006702539,0.0002967262,0.001007486,0.0004213365],"domain_scores_gemma":[0.9651788,0.01353124,0.01281954,0.001577413,0.005404463,0.001488527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006005541,0.001650091,0.4854903,0.005794415,0.0004287199,0.007569706,0.003398708,0.0004067052,0.02532855,0.001051782,0.005887615,0.4569878],"study_design_scores_gemma":[0.0001928318,0.02437362,0.7888063,0.01057701,0.001229345,0.05662053,0.02023796,0.001490072,0.03855916,0.003254524,0.05439842,0.0002603379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382423,0.04325252,0.002688029,0.01128919,0.0007393716,0.0001010982,0.00005358815,0.00006341402,0.003570536],"genre_scores_gemma":[0.977122,0.0153075,0.003355935,0.002929574,0.0007019055,0.00002705597,0.00005978645,0.00003001588,0.0004661874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006531575,"threshold_uncertainty_score":0.03454274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251959259","doi":"10.1067/mge.2002.129522","title":"The safety profile of oral sodium phosphate for colonic cleansing before colonoscopy in adults","year":2002,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Colonoscopy; Phosphate; Gastroenterology; Sodium; Internal medicine; Colorectal cancer; Cancer","authors":[{"name":"Lawrence Hookey","is_ca":true},{"name":"William T. Depew","is_ca":false},{"name":"Stephen Vanner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02307854305719206,"gpt":0.3008431270887373,"spread":0.2777645840315453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881861,0.0005856988,0.001590177,0.000906526,0.0001517019,0.0005200464,0.0006667868,0.001017527,0.001062945],"category_scores_gemma":[0.001555153,0.00018165,0.0005860268,0.0008579824,0.0003056046,0.0005797764,0.0001882232,0.0007379688,0.0005083954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034018,"about_ca_system_score_gemma":0.0008594917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009150268,"about_ca_topic_score_gemma":0.001343729,"domain_scores_codex":[0.9995651,0.00007900997,0.000102987,0.00006090339,0.0001723217,0.00001974524],"domain_scores_gemma":[0.9988425,0.0006034479,0.0003062015,0.00001769287,0.0001908774,0.00003926491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008141824,0.0001250276,0.002608196,0.01193344,0.0001966916,0.001151715,0.00005935169,0.0002088962,0.002725142,0.0002538355,0.005543864,0.9743797],"study_design_scores_gemma":[0.001043977,0.01131614,0.07424362,0.01432684,0.00347494,0.06234542,0.0006522037,0.0009772038,0.01910949,0.001665441,0.81067,0.0001747764],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002468596,0.9962777,0.00025028,0.0002621514,0.000108284,0.000005657554,0.00002821053,0.000006779198,0.0005922431],"genre_scores_gemma":[0.01196714,0.986214,0.0004860698,0.0004041105,0.0003392356,0.0000127202,0.00006912481,0.000002801512,0.0005047968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001590177,"threshold_uncertainty_score":0.004697204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987661385","doi":"10.1086/529587","title":"Economic Analysis of Reprocessing Single-Use Medical Devices: A Systematic Literature Review","year":2008,"lang":"en","type":"review","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Capital District Health Authority; Canadian Agency for Drugs and Technologies in Health; Institute of Health Economics; University of Alberta","funders":"","keywords":"Reuse; Single use; Incentive; Medicine; Medical literature; Cost–benefit analysis; Quality (philosophy); Risk analysis (engineering); Systematic review; MEDLINE; Computer science; Engineering; Process engineering; Waste management; Pathology; Economics","authors":[{"name":"Philip Jacobs","is_ca":true},{"name":"Julie Polisena","is_ca":true},{"name":"David Hailey","is_ca":true},{"name":"Susan Lafferty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03433088105515919,"gpt":0.3348797892061774,"spread":0.3005489081510183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01362559,0.001707497,0.009002752,0.01076958,0.0004969517,0.002570879,0.001940023,0.00190763,0.004871949],"category_scores_gemma":[0.06281442,0.001050164,0.007774953,0.01102182,0.0005929309,0.001855661,0.000982621,0.001201514,0.0002462319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645598,"about_ca_system_score_gemma":0.009862406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005585612,"about_ca_topic_score_gemma":0.01201394,"domain_scores_codex":[0.9875969,0.006828896,0.002548921,0.0004485471,0.002281927,0.0002947323],"domain_scores_gemma":[0.9473662,0.04219714,0.006301854,0.0004106244,0.003414299,0.0003099186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008162902,0.00008543726,0.001811783,0.8621025,0.02246559,0.0003514514,0.00009057323,0.0007222506,0.00009433398,0.0007208014,0.002029604,0.1087093],"study_design_scores_gemma":[0.001328504,0.0008166675,0.01070377,0.8229217,0.1318829,0.001491716,0.0004264073,0.001080523,0.0004777956,0.001837632,0.02694193,0.00009042956],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00174197,0.996595,0.0002739981,0.0003424686,0.00007709935,0.0003083209,0.0002351387,0.000005220035,0.0004207762],"genre_scores_gemma":[0.02300526,0.9747691,0.001121342,0.0002250399,0.0000698424,0.0005504181,0.0001506569,0.000004068611,0.000104293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01362559,"threshold_uncertainty_score":0.07205987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618592517","doi":"10.1016/j.gie.2017.05.014","title":"A novel polytetrafluoroethylene-channel model, which simulates low levels of culturable bacteria in buildup biofilm after repeated endoscope reprocessing","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Ministerio de Economía y Competitividad","keywords":"Glutaraldehyde; Bacteria; Enterococcus faecalis; Microbiology; Biofilm; Pseudomonas aeruginosa; Endoscope; Medicine; Biology; Surgery; Staphylococcus aureus; Pathology","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"Maíra Marques Ribeiro","is_ca":false},{"name":"Cristiana da Costa Luciano","is_ca":false},{"name":"Rodrigo França","is_ca":true},{"name":"Nancy Olson","is_ca":true},{"name":"Pat DeGagné","is_ca":true},{"name":"Harminder Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.025738796857413,"gpt":0.2837669161267929,"spread":0.25802811926938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001518052,0.0003380557,0.0002349297,0.0002006725,0.0001970309,0.0003289892,0.0004265613,0.000949119,0.0008302527],"category_scores_gemma":[0.0002610305,0.0001473671,0.000214005,0.000202435,0.0002441339,0.0003690256,0.0001378711,0.0002673984,0.0001447129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843241,"about_ca_system_score_gemma":0.0005984483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558494,"about_ca_topic_score_gemma":0.002494312,"domain_scores_codex":[0.9998811,0.00001441886,0.000006656652,0.00004169301,0.00003092876,0.00002514651],"domain_scores_gemma":[0.9997446,0.00007729656,0.0000632557,0.00002645186,0.00004970478,0.00003872345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002262627,0.0002919884,0.001043532,0.00008271512,0.00001039415,0.000143497,0.00003056843,0.03420629,0.9613662,0.0006099051,0.0001100338,0.001878634],"study_design_scores_gemma":[0.00009422458,0.001212686,0.004813309,0.00001530251,0.00005191952,0.0002065861,0.00008402172,0.4297307,0.5611431,0.0004653607,0.002136454,0.00004626713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581086,0.0001821367,0.03984512,0.00009010739,0.00005999624,0.00006406997,0.0004805951,0.000137414,0.001031895],"genre_scores_gemma":[0.9718831,0.0002570798,0.02592703,0.00002701412,0.000005209718,0.00008531194,0.0002919579,0.0000234205,0.001499764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002558494,"threshold_uncertainty_score":0.005087137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317754495","doi":"10.1001/jamainternmed.2022.6394","title":"Effect of Disposable Elevator Cap Duodenoscopes on Persistent Microbial Contamination and Technical Performance of Endoscopic Retrograde Cholangiopancreatography","year":2023,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Queen's University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Infection control; Contamination; Surgery","authors":[{"name":"Nauzer Forbes","is_ca":true},{"name":"B. Joseph Elmunzer","is_ca":false},{"name":"Thibault Allain","is_ca":true},{"name":"Michael D. Parkins","is_ca":true},{"name":"Prameet M. Sheth","is_ca":true},{"name":"Barbara J. Waddell","is_ca":true},{"name":"Kristine Du","is_ca":true},{"name":"Katya Douchant","is_ca":true},{"name":"Olajumoke Oladipo","is_ca":true},{"name":"April Saleem","is_ca":true},{"name":"Shane Cartwright","is_ca":true},{"name":"Millie Chau","is_ca":true},{"name":"Megan Howarth","is_ca":true},{"name":"Jackie McKay","is_ca":true},{"name":"Tamim Nashad","is_ca":true},{"name":"Yibing Ruan","is_ca":true},{"name":"Kirles Bishay","is_ca":true},{"name":"E.I. González-Moreno","is_ca":true},{"name":"Zhao Wu Meng","is_ca":true},{"name":"Sydney Bass","is_ca":true},{"name":"Robert Bechara","is_ca":true},{"name":"M.J. Cole","is_ca":true},{"name":"Diederick Jalink","is_ca":true},{"name":"Rachid Mohamed","is_ca":true},{"name":"Christian Turbide","is_ca":true},{"name":"Paul J. Belletrutti","is_ca":true},{"name":"Ahmed Kayal","is_ca":true},{"name":"Puja Kumar","is_ca":true},{"name":"Robert J. Hilsden","is_ca":true},{"name":"André G. Buret","is_ca":true},{"name":"Lawrence Hookey","is_ca":true},{"name":"Steven J. Heitman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006405181698788314,"gpt":0.2537256453037881,"spread":0.2473204636049998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00734086,0.0006775219,0.0008867207,0.0002989145,0.000319185,0.0008576947,0.0005142542,0.001145061,0.001611247],"category_scores_gemma":[0.01851364,0.0005029608,0.00158149,0.0002851801,0.0009384552,0.0007911552,0.0005643645,0.0008127487,0.0001351526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923183,"about_ca_system_score_gemma":0.001199231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005787605,"about_ca_topic_score_gemma":0.001206913,"domain_scores_codex":[0.9939587,0.003827632,0.0006567563,0.0005550574,0.0006711069,0.0003306803],"domain_scores_gemma":[0.9819291,0.009134277,0.006135771,0.0008731075,0.0006699047,0.001257923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8754662,0.01155084,0.07468937,0.0008248742,0.002441378,0.00005776751,0.0001061156,0.0004606112,0.002250677,0.00006796129,0.0002153,0.03186899],"study_design_scores_gemma":[0.1174858,0.6834899,0.1890731,0.0002286895,0.003456096,0.000137058,0.000145319,0.001569369,0.003441878,0.0001191006,0.0007995589,0.0000540621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984431,0.0008315645,0.0001240849,0.00005745321,0.00004991674,0.0002154328,0.00004474077,0.000003619127,0.000230186],"genre_scores_gemma":[0.9987225,0.0002799509,0.0005027677,0.00005610708,0.00007325878,0.0002017132,0.00004857205,0.000001401624,0.0001136992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00734086,"threshold_uncertainty_score":0.03882265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001976084","doi":"10.4103/1319-3767.118128","title":"Appropriateness and diagnostic yield of upper gastrointestinal endoscopy in an open-access endoscopy system","year":2013,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Endoscopy; Medicine; Upper gastrointestinal endoscopy; General surgery; Gastroenterology; Radiology","authors":[{"name":"Majid A. Almadi","is_ca":true},{"name":"AbdulrahmanM Aljebreen","is_ca":true},{"name":"Khalid Alswat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02282929324395423,"gpt":0.2904816113394085,"spread":0.2676523180954543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147822,0.0001958223,0.0002887003,0.001323602,0.0003564845,0.0008106029,0.0004061646,0.0004364401,0.001571952],"category_scores_gemma":[0.02037123,0.0002378334,0.0003112627,0.001202372,0.0005600407,0.000666078,0.0007432732,0.0004884495,0.0002867524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007315239,"about_ca_system_score_gemma":0.0005791661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911279,"about_ca_topic_score_gemma":0.002994111,"domain_scores_codex":[0.996107,0.001208531,0.0008747902,0.0003089371,0.001160799,0.000339779],"domain_scores_gemma":[0.9728801,0.007618008,0.01532419,0.0004825818,0.002269056,0.001426048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002618594,0.00000968902,0.9992834,0.00000653097,0.000007208458,0.0001438352,0.00003091879,0.00002396853,0.00005590639,0.000006456914,0.00004575156,0.000360095],"study_design_scores_gemma":[0.000003031729,0.00008208444,0.9973006,0.00001717775,0.00001191835,0.001684942,0.0003053005,0.0003208738,0.0001244722,0.00001806318,0.0001268787,0.000004752258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998611,0.0002869797,0.0000869267,0.000109527,0.000009383009,0.000009325984,0.0001962149,0.000004085107,0.0006865907],"genre_scores_gemma":[0.999694,0.00006683611,0.00006818756,0.00001964304,0.00001196755,0.000002459691,0.000118288,0.000001106862,0.00001747396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911279,"threshold_uncertainty_score":0.007817686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158391616","doi":"10.1016/j.jhin.2004.04.025","title":"Manual versus automated methods for cleaning reusable accessory devices used for minimally invasive surgical procedures","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Forceps; Porting; Flushing; Lumen (anatomy); Biomedical engineering; Enterococcus faecalis; Peristaltic pump; Surgery; Computer science; Mechanical engineering","authors":[{"name":"Michelle J. Alfa","is_ca":true},{"name":"R. Nemes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02797932361259375,"gpt":0.3803831865908436,"spread":0.3524038629782499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002829647,0.0003538402,0.0006527512,0.0007758652,0.0002730896,0.0007388432,0.000564873,0.0007098946,0.003080179],"category_scores_gemma":[0.007967594,0.0002564215,0.0006290397,0.0004002805,0.0005093961,0.0007250303,0.000407431,0.0004609891,0.0003511005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212687,"about_ca_system_score_gemma":0.0003643217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202848,"about_ca_topic_score_gemma":0.001301578,"domain_scores_codex":[0.9972212,0.001175446,0.0002746953,0.0002691917,0.0008185249,0.0002409817],"domain_scores_gemma":[0.992374,0.004704057,0.001380203,0.0005171138,0.0007212196,0.0003033254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1444203,0.006124402,0.0650934,0.005295971,0.001176329,0.0006699579,0.001686462,0.0007696548,0.09812479,0.001049821,0.00230825,0.6732807],"study_design_scores_gemma":[0.008356605,0.2807081,0.5230229,0.001676437,0.004616559,0.008471192,0.005075716,0.006628089,0.1347698,0.002167182,0.024138,0.0003694551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874494,0.008890358,0.001700163,0.0001227797,0.0002149795,0.00008026176,0.00006187248,0.0000334396,0.001446643],"genre_scores_gemma":[0.9901384,0.003290133,0.004475327,0.0001391326,0.0001967398,0.00006875784,0.00008201633,0.00002012489,0.001589266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080179,"threshold_uncertainty_score":0.01496476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984349438","doi":"10.1097/00005176-200210000-00019","title":"Antimicrobial Prophylaxis for Gastrointestinal Procedures: Current Practices in North American Academic Pediatric Programs","year":2002,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Current (fluid); Intensive care medicine; MEDLINE; Family medicine; Microbiology","authors":[{"name":"John R. Snyder","is_ca":false},{"name":"Barbara Bratton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02756665494607227,"gpt":0.2843149897564222,"spread":0.2567483348103499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262624,0.0001495121,0.0001558153,0.001616853,0.0007310692,0.0008769355,0.0007516573,0.0006098961,0.002164391],"category_scores_gemma":[0.006429811,0.0001730567,0.0001863087,0.003093406,0.0007210465,0.0007961433,0.0007295784,0.0004480411,0.0002270585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136315,"about_ca_system_score_gemma":0.003450644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03336629,"about_ca_topic_score_gemma":0.04656215,"domain_scores_codex":[0.9986909,0.0002872672,0.0002001635,0.0001777003,0.0004438399,0.0002002311],"domain_scores_gemma":[0.9888447,0.001621558,0.005696279,0.0001763785,0.001614768,0.002046343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003903563,0.0001099121,0.9675714,0.000163504,0.00001516767,0.0001576589,0.002551057,0.00007254476,0.0002202697,0.00008710421,0.001624936,0.02738732],"study_design_scores_gemma":[0.000005457654,0.00009034164,0.9906546,0.0001875958,0.00001074122,0.0006062388,0.005645425,0.0001612789,0.0000969167,0.0000273952,0.002507741,0.000006177765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865146,0.006185852,0.0002494091,0.003059401,0.0000298008,0.00003763525,0.0004475473,0.00004587386,0.003430015],"genre_scores_gemma":[0.9932787,0.004942861,0.0006184436,0.0005528256,0.00004329771,0.00003210768,0.0003003552,0.000005901793,0.0002254414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03336629,"threshold_uncertainty_score":0.06634414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024278089","doi":"10.1086/587648","title":"Reprocessing and Reuse of Single-Use Medical Devices: A National Survey of Canadian Acute-Care Hospitals","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; University of Alberta; University of Calgary; Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Reuse; Single use; Medicine; Medical emergency; Acute care; Family medicine; Health care; Waste management; Engineering; Political science","authors":[{"name":"Julie Polisena","is_ca":true},{"name":"David Hailey","is_ca":true},{"name":"Kristen Moulton","is_ca":true},{"name":"Hussein Z Noorani","is_ca":true},{"name":"Philip Jacobs","is_ca":true},{"name":"Nola M. Ries","is_ca":true},{"name":"Sarah Normandin","is_ca":true},{"name":"Michael Gardam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04743805094939927,"gpt":0.2976899223007891,"spread":0.2502518713513898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172583,0.0003382291,0.0003566456,0.001478665,0.001259031,0.0007835859,0.00117223,0.0005653983,0.001157748],"category_scores_gemma":[0.005059103,0.0003777076,0.0004050203,0.004881779,0.0006233812,0.0004633161,0.0006437632,0.0005815598,0.0001540616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01949119,"about_ca_system_score_gemma":0.02071451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865515,"about_ca_topic_score_gemma":0.9884053,"domain_scores_codex":[0.9974992,0.0001612193,0.000187244,0.0001809508,0.001474688,0.000496639],"domain_scores_gemma":[0.9952242,0.000308002,0.001316404,0.0001000862,0.002187762,0.0008636256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005729507,0.00003770299,0.9906852,0.0001249232,0.00004348026,0.00004924991,0.001225553,0.0001029363,0.000244613,0.00005320697,0.001708486,0.005667259],"study_design_scores_gemma":[0.000002554928,0.00001902044,0.9984837,0.00002347963,0.000006791047,0.00002874577,0.0006995936,0.0001036915,0.00003323056,0.000004926815,0.0005871823,0.000006965338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906295,0.001163718,0.0001505236,0.0009351884,0.00001194391,0.00007159856,0.004247566,0.0000151053,0.002774815],"genre_scores_gemma":[0.9964027,0.001099054,0.0002491048,0.000281287,0.000007427915,0.00001792778,0.001510706,0.000002815106,0.0004287458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949119,"threshold_uncertainty_score":0.1414191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101824041","doi":"10.1128/jcm.40.11.4077-4080.2002","title":"Method for Inactivating and Fixing Unstained Smear Preparations of <i>Mycobacterium tuberculosis</i> for Improved Laboratory Safety","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Mycobacterium tuberculosis; Sputum; Tuberculosis; Microbiology; Mycobacterium; Biosafety; Medicine; Chemistry; Biology; Pathology","authors":[{"name":"Pamela Chedore","is_ca":true},{"name":"Cecelia Th'ng","is_ca":true},{"name":"Dennis H. Nolan","is_ca":false},{"name":"George Churchwell","is_ca":false},{"name":"David E. Sieffert","is_ca":false},{"name":"Yvonne M. Hale","is_ca":false},{"name":"Frances Jamieson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03165064383188297,"gpt":0.3588900786440121,"spread":0.3272394348121291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005073884,0.0007655334,0.0003841463,0.001052553,0.0005295918,0.0002829819,0.0009029171,0.0005405422,0.004139052],"category_scores_gemma":[0.000717313,0.0003218913,0.0003788352,0.000381617,0.0003350839,0.0003079004,0.0003077419,0.0009713998,0.001921638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807954,"about_ca_system_score_gemma":0.000457237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006762797,"about_ca_topic_score_gemma":0.001445924,"domain_scores_codex":[0.9995046,0.00009373209,0.00005743909,0.00009864326,0.000185668,0.00005998155],"domain_scores_gemma":[0.9994025,0.0001917845,0.0001007341,0.0001299374,0.0001322184,0.00004272253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007765389,0.00005198487,0.000343534,0.0002332225,0.00001088817,0.0001170219,0.00005596449,0.00003026192,0.9859155,0.0002160779,0.0004934595,0.01245426],"study_design_scores_gemma":[0.00004415251,0.0007327687,0.005193641,0.0000842404,0.00009660843,0.003024075,0.0000677362,0.0008620197,0.9658211,0.0001981704,0.02383786,0.00003779097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.322491,0.01625046,0.6359283,0.0008793602,0.00108442,0.002884217,0.001164515,0.003447821,0.01586998],"genre_scores_gemma":[0.2877741,0.01168054,0.6764264,0.0005624597,0.0001325585,0.002451809,0.002450366,0.0003018159,0.01821987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004139052,"threshold_uncertainty_score":0.01384658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051214212","doi":"10.1086/590357","title":"Reprocessing and Reuse of Single-Use Medical Devices Used During Hemodynamic Procedures in Brazil: A Widespread and Largely Overlooked Problem","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Reuse; Single use; Medicine; Hemodynamics; Medical device; Medical emergency; Intensive care medicine; Medical physics; Biomedical engineering; Cardiology; Process engineering; Engineering; Waste management","authors":[{"name":"Jorge Manoel Buchdid Amarante","is_ca":false},{"name":"Cristiana M. Toscano","is_ca":false},{"name":"Michele L. Pearson","is_ca":false},{"name":"Virginia Roth","is_ca":true},{"name":"William R. Jarvis","is_ca":false},{"name":"Anna S. Levin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01691430471530348,"gpt":0.2719503784049721,"spread":0.2550360736896686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003921764,0.000361847,0.0003342088,0.001317431,0.0006344782,0.001240155,0.0009007591,0.0008431191,0.001628468],"category_scores_gemma":[0.02070121,0.0003041745,0.0003569364,0.001533228,0.001495756,0.001053174,0.0009919022,0.0004905412,0.0002345586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345925,"about_ca_system_score_gemma":0.002457463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401509,"about_ca_topic_score_gemma":0.01331773,"domain_scores_codex":[0.995624,0.001469553,0.0007156599,0.0004264595,0.001407611,0.0003567044],"domain_scores_gemma":[0.9739988,0.00817812,0.01315045,0.001611574,0.002006675,0.001054225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129707,0.0001108057,0.7885285,0.001774892,0.00006696845,0.001600812,0.01133399,0.0001127757,0.006768853,0.0009250054,0.002185561,0.1864789],"study_design_scores_gemma":[0.00001854278,0.0003761738,0.9507002,0.002396164,0.00009935829,0.009054396,0.01414615,0.0005816373,0.00359429,0.0007287195,0.01823447,0.00006985477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670073,0.01680762,0.003867346,0.006771073,0.00007563297,0.0001155082,0.0002788618,0.0001035099,0.004973055],"genre_scores_gemma":[0.9901731,0.006696935,0.001904352,0.0007713875,0.000039991,0.00002417423,0.0000942479,0.00001603721,0.0002797479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401509,"threshold_uncertainty_score":0.02786702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1949238772","doi":"10.1016/j.ajic.2015.06.025","title":"Sterile reprocessing of surgical instruments in low- and middle-income countries: A multicenter pilot study","year":2015,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Low and middle income countries; Sterilization (economics); Developing country; Descriptive statistics; Emergency medicine; Environmental health","authors":[{"name":"Nathan N. O’Hara","is_ca":true},{"name":"Kushal R. Patel","is_ca":false},{"name":"Amber Caldwell","is_ca":false},{"name":"Samantha Shone","is_ca":true},{"name":"Elizabeth Bryce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608084419101948,"gpt":0.2771602695449859,"spread":0.2610794253539664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003366795,0.001513948,0.0008869358,0.0007273209,0.001373957,0.001186671,0.0006678222,0.001150241,0.001617612],"category_scores_gemma":[0.004311776,0.0007387192,0.0008746356,0.0009742968,0.001869322,0.001328527,0.001039199,0.0009723572,0.0003638314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558139,"about_ca_system_score_gemma":0.001348043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006000233,"about_ca_topic_score_gemma":0.005559985,"domain_scores_codex":[0.9978012,0.001206617,0.0001232397,0.000280569,0.0001797519,0.0004086418],"domain_scores_gemma":[0.9962281,0.001005833,0.001032178,0.0003698999,0.0006058674,0.000758132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02361758,0.0279055,0.9249721,0.0001781351,0.0003469857,0.001189357,0.006632047,0.0002233286,0.005269829,0.0001339514,0.000387393,0.009143896],"study_design_scores_gemma":[0.004115714,0.09074629,0.889356,0.00004819893,0.0004060365,0.0007203562,0.01238858,0.0003654676,0.001086023,0.00007041088,0.0006311143,0.00006568852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996703,0.00003193267,0.0000332273,0.00001186823,0.000003131469,0.0001008356,0.00003758134,0.000001228277,0.0001099817],"genre_scores_gemma":[0.9994023,0.00006942179,0.0001520344,0.00005353333,0.000008940304,0.0001168758,0.0001080984,0.000001746256,0.00008704869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006000233,"threshold_uncertainty_score":0.01780552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059936729","doi":"10.1016/j.ajic.2006.02.003","title":"A new peroxide-based flexible endoscope-compatible high-level disinfectant","year":2006,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Klox Technologies (Canada)","funders":"","keywords":"Hydrogen peroxide; Disinfectant; Glutaraldehyde; Sterilization (economics); Compatibility (geochemistry); Medicine; Peroxide; Pulp and paper industry; Combinatorial chemistry; Organic chemistry; Chemistry; Materials science; Composite material","authors":[{"name":"Navid Omidbakhsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00768330670805468,"gpt":0.2331000343671747,"spread":0.22541672765912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142298,0.0005546546,0.0002069366,0.0001372402,0.000142905,0.000243467,0.0004784539,0.0004552756,0.0008788761],"category_scores_gemma":[0.000109514,0.0002018993,0.0002286793,0.0000955329,0.0001652929,0.0004742728,0.0003021187,0.000593045,0.00048298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201488,"about_ca_system_score_gemma":0.0001494822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358401,"about_ca_topic_score_gemma":0.0002067347,"domain_scores_codex":[0.9999014,0.00001229768,0.000005841893,0.00002965822,0.0000350541,0.00001568083],"domain_scores_gemma":[0.9999417,0.000007677987,0.00001811191,0.000006306946,0.00001084521,0.00001537229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004781167,0.00001839465,0.00007395745,0.00007651316,0.000002807054,0.00008760263,0.00001142791,0.00003225506,0.993314,0.0001831442,0.0001704575,0.005981585],"study_design_scores_gemma":[0.00001754363,0.0006595303,0.0008499633,0.00000614251,0.0000173219,0.000903347,0.00001084137,0.0008127194,0.9885774,0.00004934184,0.008086369,0.000009459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038362,0.01242387,0.1705465,0.0007918,0.0005252328,0.0002836916,0.0004504481,0.001397118,0.009745215],"genre_scores_gemma":[0.8960426,0.005122568,0.08605676,0.0003529331,0.00007002219,0.0001179626,0.000599102,0.00009455768,0.01154346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008788761,"threshold_uncertainty_score":0.002940118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299693075","doi":"10.1097/sga.0b013e31829c6d5b","title":"Standards of Infection Control in Reprocessing of Flexible Gastrointestinal Endoscopes","year":2013,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Guideline; Licensure; Medicine; Disclaimer; Nursing; Family medicine; Gastroenterology; Political science; Pathology; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008479547314940765,"gpt":0.2696692239926386,"spread":0.2611896766776978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1763728,0.001759932,0.001747887,0.007470685,0.003864013,0.008027551,0.0113379,0.0089676,0.004069751],"category_scores_gemma":[0.261736,0.001162135,0.001879868,0.003830482,0.006329698,0.003374495,0.005765804,0.008995753,0.004677889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937806,"about_ca_system_score_gemma":0.05076635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752196,"about_ca_topic_score_gemma":0.01449451,"domain_scores_codex":[0.6832962,0.1097089,0.05538772,0.004477263,0.1418558,0.005274124],"domain_scores_gemma":[0.6115564,0.09194142,0.03042426,0.03250879,0.2260749,0.007494259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000203693,0.001372378,0.01506617,0.005896338,0.0001318655,0.0007173985,0.01101958,0.0028788,0.01039535,0.0740518,0.2423076,0.6359589],"study_design_scores_gemma":[0.0001275108,0.001581846,0.05504493,0.04021528,0.0002068806,0.002939468,0.007384014,0.005122692,0.01310092,0.02903424,0.8448423,0.0003999639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02804992,0.06218893,0.3579983,0.1773335,0.02265147,0.0186012,0.001798347,0.003575103,0.3278033],"genre_scores_gemma":[0.1608187,0.03439351,0.7172884,0.0297754,0.003897565,0.01149541,0.003099596,0.0009167706,0.03831464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1763728,"threshold_uncertainty_score":0.9327594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1769493060","doi":"","title":"An outbreak of hepatitis B associated with reusable subdermal electroencephalogram electrodes.","year":2000,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Outbreak; Computer science; Electroencephalography; Hepatitis; Medicine; Virology; Psychiatry","authors":[{"name":"Ian L. Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003159793618609531,"gpt":0.2047176594687453,"spread":0.2015578658501358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008588159,0.001379945,0.0004686261,0.001015137,0.003281643,0.001413846,0.0008714724,0.006239458,0.002248876],"category_scores_gemma":[0.004338596,0.0007570952,0.0006334915,0.001101086,0.001653692,0.001317671,0.001202832,0.004630081,0.0006850169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003394268,"about_ca_system_score_gemma":0.002794858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08306149,"about_ca_topic_score_gemma":0.04500679,"domain_scores_codex":[0.9986622,0.0002604988,0.0001262313,0.0001554354,0.0003802102,0.0004154038],"domain_scores_gemma":[0.9980426,0.0004210086,0.0003345589,0.0001489357,0.0003551054,0.0006977968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002219551,0.001795816,0.3415427,0.0004113558,0.0002815705,0.6039115,0.006780815,0.0005730003,0.007088466,0.001164389,0.01671232,0.01751839],"study_design_scores_gemma":[0.0004400028,0.004091084,0.5100505,0.0005189635,0.0002664637,0.4456889,0.01265698,0.002030376,0.004118192,0.001182837,0.01876934,0.0001864177],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743702,0.001326759,0.001410928,0.00674023,0.0006409914,0.0003559848,0.0004446763,0.0001293163,0.01458107],"genre_scores_gemma":[0.9933161,0.001090836,0.0005465007,0.003168188,0.0004942379,0.00002569785,0.0001869956,0.0000152732,0.00115614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08306149,"threshold_uncertainty_score":0.165156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170863377","doi":"10.1017/ice.2021.99","title":"Biofilm accumulation in new flexible gastroscope channels in clinical use","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Biofilm; Air water; Biomedical engineering; Materials science; Chromatography; Chemistry; Medicine; Bacteria; Biology","authors":[{"name":"Mariusa Gomes Borges Primo","is_ca":false},{"name":"Anaclara Ferreira Veiga Tipple","is_ca":false},{"name":"Dayane de Melo Costa","is_ca":false},{"name":"Simone Vieira Toledo Guadagnin","is_ca":false},{"name":"Adriana da Silva Azevedo","is_ca":false},{"name":"Lara Stefânia Netto de Oliveira Leão‐Vasconcelos","is_ca":false},{"name":"Michelle J. Alfa","is_ca":true},{"name":"Karen Vickery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08337713243879712,"gpt":0.3806800890468898,"spread":0.2973029566080926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001469949,0.0003935394,0.0005399133,0.0005952544,0.0003005381,0.0005932259,0.0002781725,0.0006517581,0.001042726],"category_scores_gemma":[0.002892272,0.0003339457,0.0003980279,0.0003187851,0.0006321071,0.0008366689,0.000768573,0.0004214037,0.0001905644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364855,"about_ca_system_score_gemma":0.000299859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006644638,"about_ca_topic_score_gemma":0.0008375244,"domain_scores_codex":[0.9985959,0.0003221134,0.00007883241,0.0002466272,0.0005645772,0.0001919716],"domain_scores_gemma":[0.997621,0.0005763634,0.0007574094,0.0001684495,0.0006230755,0.000253666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007721088,0.001029704,0.2197389,0.0003183474,0.0000880342,0.001773641,0.001928054,0.00030582,0.7421989,0.00003655947,0.0001829965,0.02467797],"study_design_scores_gemma":[0.0001171386,0.03456071,0.7545356,0.00004611943,0.0001337581,0.002463508,0.001955809,0.001524325,0.2034848,0.00004784752,0.001076321,0.00005404562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994431,0.0001461361,0.0002463566,0.00000791063,0.000002564285,0.00003454473,0.00001965971,0.000005938222,0.00009367843],"genre_scores_gemma":[0.9983076,0.0001256694,0.001202954,0.00003529341,0.000005775696,0.00003406197,0.00008327659,0.000004201139,0.0002010884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469949,"threshold_uncertainty_score":0.007773936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139577084","doi":"10.2486/indhealth.45.289","title":"The Effect of Work Practices on Personal Exposure to Glutaraldehyde among Health Care Workers","year":2007,"lang":"en","type":"article","venue":"Industrial Health","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Glutaraldehyde; Personal protective equipment; Occupational safety and health; Medicine; Occupational exposure; Ventilation (architecture); Work (physics); Health care; Irritation; Environmental health; Toxicology; Internal medicine; Immunology; Pathology; Biology; Geography; Coronavirus disease 2019 (COVID-19); Engineering","authors":[{"name":"Ataollah Nayebzadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04178979178123535,"gpt":0.3518863274955653,"spread":0.3100965357143299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222785,0.0002963417,0.0001985536,0.0004301345,0.0004008496,0.0005493941,0.000350324,0.0004043614,0.0009237244],"category_scores_gemma":[0.003873041,0.0001938199,0.0004248921,0.0004119091,0.0005067089,0.0001915783,0.0004266178,0.000352112,0.0001275661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982799,"about_ca_system_score_gemma":0.0005644202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0331426,"about_ca_topic_score_gemma":0.04955778,"domain_scores_codex":[0.9981687,0.0006553988,0.0001275445,0.0002444369,0.0005082318,0.0002956669],"domain_scores_gemma":[0.994462,0.002385986,0.001422182,0.0004188018,0.0007133941,0.0005975129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003325297,0.0002002106,0.9895291,0.00002995258,0.00008756638,0.0001031791,0.001039683,0.00007109035,0.003594965,0.00001098572,0.00004850396,0.004952238],"study_design_scores_gemma":[6.677269e-7,0.0002315798,0.9993198,0.000002794385,0.000007753561,0.00001940291,0.0002028438,0.00003091272,0.0001418621,0.00000302607,0.0000375625,0.000001823154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994379,0.0001256785,0.00005635982,0.00001836571,0.000002582166,0.000007026375,0.00004497281,0.000001857948,0.0003051814],"genre_scores_gemma":[0.9994195,0.00008346917,0.00009254547,0.00001488014,0.000003538872,0.000005401356,0.00005464689,0.000001191238,0.0003248449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0331426,"threshold_uncertainty_score":0.06589937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086471068","doi":"10.1097/aap.0b013e3182a0e12f","title":"Investigation of Current Infection-Control Practices for Ultrasound Coupling Gel","year":2013,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Contamination; Medicine; Ultrasound; Infection control; Surgery; Radiology; Biology","authors":[{"name":"David Provenzano","is_ca":false},{"name":"Michael A. Liebert","is_ca":false},{"name":"Barbara Steen","is_ca":false},{"name":"Debra Lovetro","is_ca":false},{"name":"David L. Somers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04620163605438952,"gpt":0.2972864917623205,"spread":0.251084855707931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007855908,0.000229945,0.0002108696,0.0008771289,0.0007389843,0.001060831,0.00127201,0.0005748094,0.002196125],"category_scores_gemma":[0.03052773,0.0002331534,0.0001579154,0.0007879835,0.0008974107,0.0007388787,0.0006140624,0.0006568941,0.0003325107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591115,"about_ca_system_score_gemma":0.005062628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499375,"about_ca_topic_score_gemma":0.01757491,"domain_scores_codex":[0.9900968,0.003346095,0.001427969,0.0006988108,0.00394241,0.000487997],"domain_scores_gemma":[0.9508891,0.01223466,0.01930951,0.001308497,0.01390069,0.002357448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002257569,0.0005725664,0.9259385,0.0005881484,0.00004118375,0.0003591719,0.007056213,0.0001220076,0.00754726,0.0001034426,0.00102814,0.05641754],"study_design_scores_gemma":[0.00001946354,0.002208931,0.9643559,0.0005190086,0.00008223892,0.001805707,0.01388855,0.0008940808,0.008289665,0.00008343384,0.007802786,0.00005009638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907198,0.002000171,0.001732606,0.001945955,0.00002404335,0.0001873544,0.0001196037,0.00007606942,0.003194379],"genre_scores_gemma":[0.9931628,0.001318936,0.004143989,0.000540218,0.00002810986,0.00005498895,0.00009681282,0.00001497416,0.0006393038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499375,"threshold_uncertainty_score":0.04154652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}