{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":26,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":26,"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":"e2eeec5cfc67","filters":{"venue":"PRiMER"}},"results":[{"id":"W3090533453","doi":"10.22454/primer.2020.349237","title":"Deprescribing Guidelines: Value of an Interactive Mobile Application","year":2020,"lang":"en","type":"article","venue":"PRiMER","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Dalhousie University; Nova Scotia Health Authority; Bruyère; University of Ottawa; University of Waterloo","funders":"College of Pharmacy, Dalhousie University; Faculty of Medicine, Dalhousie University; Dalhousie University; University of South Australia; McGill University","keywords":"Deprescribing; Usability; Guideline; Summative assessment; Analytics; Mobile device; Channel (broadcasting); Mobile apps; Computer science; Medical education; Medicine; Psychology; World Wide Web; Formative assessment; Polypharmacy; Data science; Human–computer interaction; Pedagogy","authors":[{"name":"Barbara Farrell","is_ca":true},{"name":"Roland Grad","is_ca":true},{"name":"Pam Howell","is_ca":true},{"name":"Tammie Quast","is_ca":true},{"name":"Emily Reeve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1008230605329588,"gpt":0.4809315486723584,"spread":0.3801084881393996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002005853,0.0004398616,0.0002978503,0.001083414,0.0003321568,0.002062763,0.0005936238,0.0008664849,0.006267428],"category_scores_gemma":[0.01554136,0.0001940077,0.0006049036,0.0005082713,0.0003324493,0.001638732,0.001384961,0.0005946516,0.001604324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228302,"about_ca_system_score_gemma":0.0007106196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008933044,"about_ca_topic_score_gemma":0.001960584,"domain_scores_codex":[0.9978462,0.0009737856,0.0001736806,0.0001756426,0.0007003428,0.0001302286],"domain_scores_gemma":[0.9830814,0.01287221,0.001055902,0.0005899759,0.001500354,0.0009001911],"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":[0.0007836338,0.0004261262,0.04511137,0.002304621,0.00009156203,0.001071645,0.0021962,0.0002751196,0.007800298,0.0006873482,0.01999171,0.9192603],"study_design_scores_gemma":[0.0007077903,0.01089268,0.4207942,0.01064949,0.001639746,0.02072838,0.00557741,0.01261742,0.02425907,0.005033072,0.4863615,0.0007392982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244097,0.01374603,0.04583563,0.01707677,0.001147227,0.0027843,0.003762329,0.007883514,0.08335448],"genre_scores_gemma":[0.8634646,0.005975991,0.1131153,0.004872623,0.001249884,0.001042567,0.001491459,0.0004930024,0.008294553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006267428,"threshold_uncertainty_score":0.02096665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210583660","doi":"10.22454/primer.2021.290175","title":"Deprescribing Inappropriate Proton Pump Inhibitors in a Family Medicine Residency Practice Office","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Deprescribing; Polypharmacy; Medicine; Medical prescription; Intervention (counseling); Psychological intervention; Beers Criteria; Family medicine; Intensive care medicine; Nursing","authors":[{"name":"Andrew Lai","is_ca":true},{"name":"Amy Odom","is_ca":true},{"name":"Steven E. Roskos","is_ca":true},{"name":"Julie Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03930407623779696,"gpt":0.3293302390041943,"spread":0.2900261627663974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965991,0.0001594453,0.0001531204,0.000341997,0.0004836807,0.0003015473,0.000254451,0.0004202258,0.002879613],"category_scores_gemma":[0.01173673,0.0001249137,0.0001535899,0.0002095648,0.0002078486,0.0003278089,0.0003870429,0.0004074226,0.0002830178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092254,"about_ca_system_score_gemma":0.001423313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118619,"about_ca_topic_score_gemma":0.004554615,"domain_scores_codex":[0.9989355,0.000548526,0.00009213346,0.00007464874,0.0002182618,0.0001308537],"domain_scores_gemma":[0.988519,0.005686166,0.003234866,0.0003105463,0.0006410482,0.001608397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004535399,0.002088036,0.8409027,0.000284869,0.00004817766,0.0006040573,0.001460953,0.0002024644,0.001561299,0.00005360641,0.002105593,0.1502346],"study_design_scores_gemma":[0.00007855858,0.003357169,0.9884241,0.0002269418,0.00005195209,0.00140909,0.0010785,0.0003479212,0.001612559,0.00005044006,0.003351222,0.00001160476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962336,0.0007459,0.0002498231,0.001074853,0.00002927231,0.00005190822,0.00004758331,0.0000174283,0.001549733],"genre_scores_gemma":[0.996403,0.0009243976,0.001382985,0.0006578297,0.00007758897,0.00003910896,0.00006033675,0.000002356056,0.0004524512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002879613,"threshold_uncertainty_score":0.01039726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220690707","doi":"10.22454/primer.2022.535629","title":"Survey of Medical Student Empathy at a Canadian Medical School: A Cross-Sectional Quantitative Survey","year":2022,"lang":"en","type":"article","venue":"PRiMER","topic":"Empathy and Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Empathy; Context (archaeology); Specialty; Psychology; Curriculum; Medical school; Cross-sectional study; Medical education; Clinical psychology; Medicine; Social psychology; Psychiatry; Pedagogy","authors":[{"name":"Safina Adatia","is_ca":true},{"name":"Pierre‐Paul Tellier","is_ca":true},{"name":"Raheem Remtulla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08387156837697012,"gpt":0.4282522433539151,"spread":0.344380674976945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002654964,0.0001994935,0.0004004318,0.001785802,0.00158987,0.0007929376,0.0007664067,0.0005913148,0.001818231],"category_scores_gemma":[0.007383858,0.0003102213,0.00039461,0.003322286,0.0006912266,0.0004690757,0.001108987,0.0006777159,0.0003207716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006373977,"about_ca_system_score_gemma":0.008535585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6485511,"about_ca_topic_score_gemma":0.6931266,"domain_scores_codex":[0.9972652,0.0004424563,0.0002251155,0.0002318677,0.001268252,0.0005670171],"domain_scores_gemma":[0.9938895,0.0007015264,0.00169714,0.0001293734,0.002099114,0.001483328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002932123,0.00008329739,0.9917788,0.00006187639,0.00001702116,0.00004474698,0.003043671,0.00003275552,0.0001902778,0.0000297189,0.0008290707,0.003859449],"study_design_scores_gemma":[0.000001719334,0.00003923328,0.9969953,0.00001396439,0.000002826658,0.00002357375,0.002395585,0.00007246801,0.00002421774,0.000003539279,0.000421697,0.000005832959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971454,0.0001073141,0.0000727528,0.0003232273,0.00000419869,0.0001000904,0.001161584,0.000005782555,0.001079651],"genre_scores_gemma":[0.9984043,0.0001926814,0.0002308915,0.0001793749,0.000004423689,0.00008373326,0.0005315884,0.000002211251,0.000370813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3514489,"threshold_uncertainty_score":0.7070373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912445392","doi":"10.22454/primer.2019.799272","title":"Primary Care Tracks in Medical Schools","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Primary care; Mentorship; Economic shortage; Family medicine; Medicine; Ambulatory care; Medical education; Health care; Nursing; Psychology; Political science","authors":[{"name":"Maribeth Williams","is_ca":false},{"name":"Denny Fe G. Agana-Norman","is_ca":false},{"name":"Benjamin J. Rooks","is_ca":false},{"name":"Grant Harrell","is_ca":false},{"name":"Rosemary Klassen","is_ca":false},{"name":"Robert L. Hatch","is_ca":false},{"name":"Rebecca A. Malouin","is_ca":false},{"name":"Peter J. Carek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03064152076014534,"gpt":0.4180495766774996,"spread":0.3874080559173543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930778,0.0001313112,0.0002131437,0.001302619,0.002151112,0.002092354,0.0006274257,0.0007816148,0.02100185],"category_scores_gemma":[0.007636463,0.0002579848,0.0002349749,0.002312413,0.0006258532,0.0007737347,0.001990626,0.0006817488,0.001550996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785331,"about_ca_system_score_gemma":0.00519755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018415,"about_ca_topic_score_gemma":0.03640331,"domain_scores_codex":[0.9976063,0.0003804227,0.0001767368,0.000358057,0.0008405679,0.0006379465],"domain_scores_gemma":[0.9803448,0.001847735,0.007348271,0.0003818709,0.001905831,0.008171386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003725421,0.000111044,0.9704493,0.0001037507,0.00001245078,0.00007674058,0.001939168,0.00004682641,0.0002037611,0.0002368888,0.00493785,0.021845],"study_design_scores_gemma":[0.000006489401,0.0001250002,0.9893482,0.00006700688,0.000004621002,0.0001504901,0.003215124,0.00004205306,0.00004498574,0.00006409801,0.006927853,0.000003987711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844791,0.001117621,0.0002589747,0.002686125,0.0001127067,0.0001053242,0.001352433,0.00005183354,0.009835903],"genre_scores_gemma":[0.9957002,0.0004311661,0.0003409512,0.0007255705,0.00009962414,0.00005174775,0.0007335599,0.000007256266,0.001909949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100185,"threshold_uncertainty_score":0.0702582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120884580","doi":"10.22454/primer.2021.453158","title":"Ambiguity Tolerance and Prospective Specialty Choice Among Third-Year Medical Students","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Specialty; Ambiguity; Medical education; Scale (ratio); Psychology; Ambiguity tolerance; Medicine; Family medicine; Computer science","authors":[{"name":"Оксана Бабенко","is_ca":true},{"name":"Delane Linkiewich","is_ca":true},{"name":"Kalee Lodewyk","is_ca":true},{"name":"Ann Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681234540381574,"gpt":0.3536418953703456,"spread":0.3368295499665298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002903675,0.0001882465,0.0002562338,0.000982811,0.0009794282,0.002092469,0.0004048416,0.0004812424,0.003983859],"category_scores_gemma":[0.01432499,0.0001824979,0.000347323,0.000766578,0.0009227396,0.0005611548,0.001369589,0.0008816595,0.0002613488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092868,"about_ca_system_score_gemma":0.002307946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006804553,"about_ca_topic_score_gemma":0.008582515,"domain_scores_codex":[0.9983889,0.0003818465,0.0001563071,0.0001038017,0.0007083448,0.0002607752],"domain_scores_gemma":[0.9815075,0.004839797,0.008518169,0.00031116,0.001405314,0.003417999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006024986,0.0001487835,0.9892062,0.00003947166,0.00001649974,0.00006378534,0.005457354,0.00003307168,0.0002334624,0.00007515886,0.0001165066,0.004549449],"study_design_scores_gemma":[0.000009413991,0.0001886621,0.982586,0.0000696476,0.00001192251,0.0002469297,0.01555454,0.0001924037,0.0002390898,0.0002144225,0.000669545,0.00001752741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993512,0.00008345082,0.00004032271,0.0001019089,0.00000379273,0.000005269854,0.00002179182,7.731693e-7,0.0003914954],"genre_scores_gemma":[0.99971,0.00006019935,0.00006270652,0.00003951702,0.00000312526,0.000004170526,0.00002181299,4.739733e-7,0.00009801605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006804553,"threshold_uncertainty_score":0.01535624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743027378","doi":"10.22454/primer.2017.243866","title":"Do Weekly Alerts From a Mobile Application Influence Reading During Residency?","year":2017,"lang":"en","type":"article","venue":"PRiMER","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Université de Montréal; College of Family Physicians of Canada; McGill University","funders":"Université de Montréal; McMaster University; College of Family Physicians of Canada; McGill University","keywords":"Reading (process); Intervention (counseling); Mobile apps; Medicine; Family medicine; Medical education; World Wide Web; Computer science; Nursing","authors":[{"name":"Roland Grad","is_ca":true},{"name":"Pierre Pluye","is_ca":true},{"name":"Eric Wong","is_ca":true},{"name":"Carlos Brailovsky","is_ca":true},{"name":"Jonathan L. Moscovici","is_ca":false},{"name":"Janusz Kaczorowski","is_ca":true},{"name":"Charo Rodríguez","is_ca":true},{"name":"Francesca Luconi","is_ca":true},{"name":"Mathieu Rousseau","is_ca":false},{"name":"Mark Karanofsky","is_ca":true},{"name":"Bethany Delleman","is_ca":true},{"name":"Stefan Kegel","is_ca":true},{"name":"Mathew Mercuri","is_ca":true},{"name":"Maria Kluchnyk","is_ca":true},{"name":"Inge Schabort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01395080671940098,"gpt":0.3429413007448117,"spread":0.3289904940254107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645351,0.0002034276,0.0002536616,0.0003086039,0.0003905151,0.001064522,0.0003604608,0.0007382372,0.003339198],"category_scores_gemma":[0.0371573,0.0002298225,0.0003686307,0.0002367271,0.0003467251,0.0005775364,0.0004207055,0.0005763469,0.0003280988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985339,"about_ca_system_score_gemma":0.0008138884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738774,"about_ca_topic_score_gemma":0.006829105,"domain_scores_codex":[0.9969712,0.001760344,0.0001713341,0.0003073826,0.0005517006,0.0002379751],"domain_scores_gemma":[0.9670699,0.02509601,0.004827774,0.0004133334,0.0009811764,0.001611816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007530407,0.01172255,0.7467796,0.001455869,0.0005936368,0.0002262245,0.01200771,0.0003544679,0.006578494,0.0001255026,0.003111019,0.2095145],"study_design_scores_gemma":[0.000202955,0.006075722,0.9875367,0.0001851633,0.0003033437,0.00007757497,0.002078518,0.0006088396,0.001258719,0.00007982837,0.001570411,0.00002215883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982323,0.0001859282,0.0001136173,0.0002513121,0.0000170927,0.00005177896,0.00003360916,0.0000149353,0.001099391],"genre_scores_gemma":[0.9979438,0.0002346339,0.0008963763,0.0001835105,0.00002422839,0.00008063902,0.00003696489,0.000008282586,0.0005914755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003738774,"threshold_uncertainty_score":0.01399016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386492432","doi":"10.22454/primer.2023.238868","title":"Protocol for the 2023 CERA Clerkship Director Survey","year":2023,"lang":"en","type":"article","venue":"PRiMER","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Directory; Family medicine; Excellence; Medical education; Center of excellence; Descriptive statistics; Survey data collection; Pharmacy; Political science","authors":[{"name":"Amanda Kost","is_ca":false},{"name":"Miranda A. Moore","is_ca":false},{"name":"Tiffany Ho","is_ca":false},{"name":"Ray Biggs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3583023039486382,"gpt":0.5558907862836002,"spread":0.197588482334962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04026357,0.001412558,0.001620603,0.003052298,0.003377184,0.002293551,0.001604644,0.002544123,0.2113533],"category_scores_gemma":[0.04369238,0.002108135,0.001238909,0.002776954,0.0009723396,0.002070252,0.001792145,0.004598161,0.0541925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004542975,"about_ca_system_score_gemma":0.01486742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005294102,"about_ca_topic_score_gemma":0.009861704,"domain_scores_codex":[0.9833661,0.009989169,0.002669931,0.0009243459,0.001856174,0.00119429],"domain_scores_gemma":[0.9641305,0.01083219,0.00255653,0.005157631,0.01532768,0.001995374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006526313,0.005264173,0.006903338,0.005828326,0.00009396483,0.0005411126,0.00421321,0.00190903,0.001462156,0.009158887,0.7663471,0.1917524],"study_design_scores_gemma":[0.008715439,0.003941246,0.03585486,0.004635496,0.00008293958,0.0002428733,0.007494261,0.003040466,0.00197015,0.007919519,0.9258424,0.0002604267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003218975,0.00009477673,0.007208316,0.001114798,0.0006143153,0.9499955,0.0262684,0.0004186498,0.01106631],"genre_scores_gemma":[0.001943072,0.00006649808,0.004730906,0.0006038228,0.00006097006,0.9881048,0.00232025,0.00002889464,0.002140593],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2113533,"threshold_uncertainty_score":0.7070473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968008310","doi":"10.22454/primer.2019.520410","title":"Technology Use to Deliver Faculty Development: A CERA Study","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Athletic Training and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Business","authors":[{"name":"Suzanne Minor","is_ca":false},{"name":"Suzanne C. Baker","is_ca":false},{"name":"Joanna Drowos","is_ca":false},{"name":"Jumana Antoun","is_ca":false},{"name":"Dennis Baker","is_ca":false},{"name":"Suzanne Leonard Harrison","is_ca":false},{"name":"Alexander W. Chessman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1630754522145842,"gpt":0.4665406556249795,"spread":0.3034652034103953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01338126,0.0001998362,0.0003407006,0.002291658,0.002742343,0.004153265,0.0008617915,0.0009236156,0.004004985],"category_scores_gemma":[0.04827802,0.0004433237,0.0005068265,0.002230272,0.001418217,0.002820747,0.003200488,0.001433927,0.0008638654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003264547,"about_ca_system_score_gemma":0.00811829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167459,"about_ca_topic_score_gemma":0.01006703,"domain_scores_codex":[0.9915764,0.003722319,0.0007722532,0.0005736037,0.002350324,0.001005245],"domain_scores_gemma":[0.951768,0.02615184,0.008328452,0.001801333,0.007660027,0.004290326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356045,0.001484134,0.8722285,0.0003254768,0.00005024402,0.0002204305,0.06714915,0.00008612399,0.0003400989,0.0006869151,0.001595471,0.05569795],"study_design_scores_gemma":[0.00005591028,0.00147528,0.8392578,0.0006003205,0.0000702428,0.0008416826,0.1424514,0.0002934548,0.000592981,0.000278528,0.0140429,0.00003942978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914472,0.000634622,0.0004197861,0.001066601,0.00001871806,0.0001475831,0.0001642502,0.00001092707,0.006090291],"genre_scores_gemma":[0.9975345,0.0005425468,0.0004928717,0.0003096709,0.00002219602,0.000151689,0.00010589,0.00001041963,0.000830198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338126,"threshold_uncertainty_score":0.0707677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973094533","doi":"10.22454/primer.2019.433736","title":"Can Teachers Distinguish Competencies From Entrustable Professional Activities?","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Context (archaeology); Medical education; Clinical Practice; Psychology; Medicine; Family medicine","authors":[{"name":"Mark Broussenko","is_ca":true},{"name":"Sarah Burns","is_ca":true},{"name":"Fok‐Han Leung","is_ca":true},{"name":"Diana Toubassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01234528332872822,"gpt":0.2979248759823254,"spread":0.2855795926535971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006924692,0.0003417724,0.0003127998,0.002377973,0.0003452743,0.002142086,0.0006450815,0.000911253,0.003038306],"category_scores_gemma":[0.05416148,0.0002059626,0.0001992403,0.001229236,0.002069442,0.002813511,0.001716758,0.0009189218,0.0005966867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102977,"about_ca_system_score_gemma":0.003433271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716693,"about_ca_topic_score_gemma":0.00577651,"domain_scores_codex":[0.9964612,0.001383784,0.000375248,0.0003241003,0.001136435,0.0003192671],"domain_scores_gemma":[0.9643626,0.02094034,0.008695704,0.001028738,0.003303581,0.001669139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007941191,0.0001679399,0.7652631,0.0006404157,0.00001884208,0.0001130183,0.0162658,0.0001747421,0.0004552471,0.001673206,0.002152273,0.212996],"study_design_scores_gemma":[0.00002307009,0.000362844,0.9405282,0.001972446,0.00002989435,0.0007918903,0.03660189,0.001170761,0.002223768,0.005123571,0.01112681,0.0000449951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656506,0.003192603,0.008837583,0.006413422,0.00009223813,0.0002435409,0.0003633349,0.0001003516,0.0151064],"genre_scores_gemma":[0.9945956,0.0007027671,0.003742181,0.0002767213,0.00001794313,0.00008392219,0.0001291765,0.000004423492,0.0004473919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006924692,"threshold_uncertainty_score":0.03662169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094981044","doi":"10.22454/primer.2020.796230","title":"Association Between Family Medicine Residents’ Mindsets and In-Training Exam Scores","year":2020,"lang":"en","type":"article","venue":"PRiMER","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Association (psychology); Psychology; Medical education; Training (meteorology); Family medicine; Medicine; Applied psychology; Geography; Psychotherapist","authors":[{"name":"Janelle Sloychuk","is_ca":true},{"name":"Olga Szafran","is_ca":true},{"name":"Kimberley Duerksen","is_ca":true},{"name":"Оксана Бабенко","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0857806422847379,"gpt":0.3606624504517706,"spread":0.2748818081670327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586732,0.0001511344,0.0001367029,0.000635128,0.0002463341,0.0004181843,0.0002279622,0.0002266633,0.004930627],"category_scores_gemma":[0.01015394,0.0001211911,0.0001563183,0.0003343334,0.0003030609,0.0003239148,0.0005475448,0.0004672276,0.000220865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404518,"about_ca_system_score_gemma":0.0003674557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255879,"about_ca_topic_score_gemma":0.002024072,"domain_scores_codex":[0.999392,0.0001729124,0.00006496695,0.00007527564,0.0002037636,0.00009108023],"domain_scores_gemma":[0.9896186,0.00371612,0.004501374,0.0002851429,0.0007483166,0.001130479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002224732,0.00003550895,0.9979128,0.000005692763,0.00001298196,0.00001165292,0.0001005124,0.00002118709,0.00006993632,0.00000861515,0.00004498862,0.001753856],"study_design_scores_gemma":[9.989361e-7,0.00004753223,0.9996197,0.000004710181,0.000003337653,0.00004950104,0.0000791912,0.00005401184,0.00005888168,0.00001085604,0.00007017095,9.496765e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993389,0.00006256797,0.00006275401,0.00005416502,0.000002774768,0.000003384445,0.00004563697,0.000002380519,0.0004274041],"genre_scores_gemma":[0.999621,0.00002706602,0.0000899304,0.00001071453,0.00000562728,0.000004266352,0.00005547235,7.546534e-7,0.0001851768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004930627,"threshold_uncertainty_score":0.01649457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896359195","doi":"10.22454/primer.2018.457651","title":"Palliative Care Education in the Family Medicine Clerkship:","year":2018,"lang":"en","type":"article","venue":"PRiMER","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Air Force","keywords":"Palliative care; Medicine; Family medicine; Nursing; Medical education","authors":[{"name":"Carl Bryce","is_ca":false},{"name":"Janel Kam-Magruder","is_ca":false},{"name":"Jeremy T. Jackson","is_ca":false},{"name":"Christy J. W. Ledford","is_ca":false},{"name":"Brian Unwin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1840006797366955,"gpt":0.4799519279568448,"spread":0.2959512482201493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00221764,0.0001179968,0.0001389868,0.0003981734,0.0009543961,0.0008376896,0.000401304,0.0004056041,0.007269162],"category_scores_gemma":[0.009558663,0.0001207652,0.0001419719,0.0004140342,0.0006013282,0.0005607479,0.001142433,0.0005781785,0.0004753794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555858,"about_ca_system_score_gemma":0.005502686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190171,"about_ca_topic_score_gemma":0.02540754,"domain_scores_codex":[0.9986556,0.0004327243,0.00009179991,0.00009762195,0.0003891372,0.0003331449],"domain_scores_gemma":[0.992193,0.001314308,0.002412293,0.0001213628,0.001081635,0.00287736],"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":[0.00008990459,0.000267259,0.9200478,0.0006345018,0.00003031363,0.0004798944,0.006699537,0.0001793927,0.0008014214,0.0002579486,0.008322932,0.062189],"study_design_scores_gemma":[0.0000060371,0.0001126073,0.9869962,0.0002396588,0.000005325487,0.0005927044,0.00469308,0.00006756491,0.0001603394,0.00003841195,0.007081951,0.000006272397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886889,0.002015576,0.0001699943,0.002887534,0.00007368586,0.00006693185,0.0001634064,0.00001262351,0.005921368],"genre_scores_gemma":[0.9971924,0.0008755781,0.0002319904,0.0005961232,0.00004744215,0.00002832219,0.0001262932,0.000002422716,0.0008994339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190171,"threshold_uncertainty_score":0.0243178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043802825","doi":"10.22454/primer.2020.419532","title":"Impact of a Student-Run Free Clinic’s Women’s Health Program on Perceived Readiness for Clinical Rotations","year":2020,"lang":"en","type":"article","venue":"PRiMER","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"Vagelos College of Physicians and Surgeons, Columbia University","keywords":"Curriculum; Medical education; Intervention (counseling); Medicine; Baseline (sea); Psychology; Family medicine; Nursing; Pedagogy","authors":[{"name":"Arielle W. Fein","is_ca":true},{"name":"Heather L. Paladine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2984624007085083,"gpt":0.557401702896857,"spread":0.2589393021883487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001792155,0.0002744309,0.0002040389,0.0002648222,0.000591365,0.0004279695,0.0006070637,0.0004492133,0.004835432],"category_scores_gemma":[0.002730406,0.0001816452,0.0003780087,0.0001414963,0.0003651985,0.0003074551,0.0009242358,0.0007122559,0.0002163536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007549264,"about_ca_system_score_gemma":0.002489157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799408,"about_ca_topic_score_gemma":0.006465713,"domain_scores_codex":[0.9991148,0.0003478106,0.00003088602,0.00008165104,0.000101154,0.0003237943],"domain_scores_gemma":[0.9972723,0.0004720879,0.000244788,0.00007103202,0.0001173105,0.001822399],"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":[0.01028127,0.1466966,0.2932879,0.0009373799,0.0002526309,0.0007131754,0.00529022,0.001089192,0.007898714,0.000283429,0.005518942,0.5277504],"study_design_scores_gemma":[0.002508632,0.07553603,0.9108247,0.0002232111,0.0001285315,0.0002176934,0.003588722,0.001002655,0.002646926,0.00007726235,0.003205555,0.00004005803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990438,0.000042209,0.0000400455,0.0001371626,0.00001345503,0.0001257643,0.00002076628,0.00001179349,0.0005649432],"genre_scores_gemma":[0.998989,0.00004553875,0.0003441665,0.00008230893,0.00001379218,0.0001309055,0.00004934518,0.00000142928,0.0003434164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004835432,"threshold_uncertainty_score":0.0161761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790246828","doi":"10.22454/primer.2018.554037","title":"Comparing Medical Students’ and Preceptors’ Views of a Longitudinal Preclerkship Family Medicine Course","year":2018,"lang":"en","type":"article","venue":"PRiMER","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Memorial University of Newfoundland","funders":"College of Family Physicians of Canada","keywords":"Preceptor; Medical education; Popularity; Psychology; Family medicine; Medicine; Course evaluation; Longitudinal study; Higher education; Social psychology","authors":[{"name":"Karen Willoughby","is_ca":true},{"name":"Charo Rodríguez","is_ca":true},{"name":"Miriam Boillat","is_ca":true},{"name":"Marion Dove","is_ca":true},{"name":"Peter Nugus","is_ca":true},{"name":"Yvonne Steinert","is_ca":true},{"name":"L Lalla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1187352936434502,"gpt":0.4390272266391286,"spread":0.3202919329956784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586536,0.000159884,0.000166083,0.0005844399,0.0006882725,0.00119694,0.0003461148,0.000342091,0.003229918],"category_scores_gemma":[0.01311663,0.0001431472,0.0002836437,0.0002907562,0.0005097735,0.0006560276,0.001309853,0.0006608564,0.0003132337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009244036,"about_ca_system_score_gemma":0.001150459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248902,"about_ca_topic_score_gemma":0.007127315,"domain_scores_codex":[0.9975802,0.0009529398,0.0001753705,0.0001228796,0.0007319135,0.000436571],"domain_scores_gemma":[0.9866807,0.003659257,0.003726415,0.0002247385,0.001564816,0.004144059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003390949,0.000739739,0.9405903,0.0001077996,0.00003519491,0.000157608,0.01919282,0.00009731168,0.00159872,0.0000761392,0.001420104,0.03564512],"study_design_scores_gemma":[0.00001858197,0.000910869,0.9651242,0.00006416519,0.00001123621,0.0001505154,0.03118837,0.0001610045,0.0005073092,0.0000358004,0.001813864,0.00001399239],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991521,0.00004462368,0.00004288243,0.0001200921,0.00000740618,0.00001208394,0.00002421975,0.000001743762,0.0005948996],"genre_scores_gemma":[0.9992822,0.0000917718,0.0001078343,0.00009796187,0.00001506235,0.00002445991,0.00005006963,0.000001142977,0.0003294382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004586536,"threshold_uncertainty_score":0.02425617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947321927","doi":"10.22454/primer.2019.488305","title":"Assessing Family Medicine Residents’ Preparedness for the Practice of Geriatric Care","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; McGill University; St Mary's Hospital Centre","funders":"College of Family Physicians of Canada","keywords":"Preparedness; Geriatrics; Affect (linguistics); Medicine; Family medicine; Demographics; Exploratory research; Curriculum; Perception; Gerontology; Nursing; Psychology; Psychiatry","authors":[{"name":"Emily Ingram","is_ca":true},{"name":"Owen Dunkley","is_ca":true},{"name":"Karen Willoughby","is_ca":true},{"name":"Mark J. Yaffe⃰","is_ca":true},{"name":"Charo Rodríguez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07919162452395812,"gpt":0.4682246816627757,"spread":0.3890330571388176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004707171,0.0001586067,0.0001256491,0.0005111724,0.0003937112,0.000510392,0.0003301993,0.0003981286,0.00269218],"category_scores_gemma":[0.008384766,0.0001497755,0.0002173601,0.0002618461,0.0002886345,0.0004429992,0.0006033735,0.0003889072,0.0003246822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723273,"about_ca_system_score_gemma":0.001074607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237615,"about_ca_topic_score_gemma":0.003211423,"domain_scores_codex":[0.9990436,0.0004976832,0.0001059783,0.00004638847,0.0002158422,0.00009042001],"domain_scores_gemma":[0.9961452,0.001187348,0.001113832,0.0001011409,0.0008978038,0.0005546067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005345417,0.00058409,0.9391875,0.0001946325,0.00003807797,0.0001352968,0.007363251,0.0001328907,0.001448585,0.00007727445,0.002368163,0.04841671],"study_design_scores_gemma":[0.0000159973,0.000846644,0.9825962,0.0001669554,0.0000158187,0.0007642317,0.009688385,0.0002513899,0.0005873888,0.00008430783,0.004966204,0.00001652911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959161,0.0004046955,0.0004942073,0.0005596882,0.0000270864,0.0001441514,0.00009736707,0.00002188538,0.002334796],"genre_scores_gemma":[0.9945018,0.0006940659,0.003290185,0.0002902552,0.00001887429,0.0001698361,0.0001243711,0.000002151884,0.0009084492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004707171,"threshold_uncertainty_score":0.02489418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393094212","doi":"10.22454/primer.2024.812665","title":"Protocol for the 2023 CERA Department Chair Survey","year":2024,"lang":"en","type":"article","venue":"PRiMER","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Protocol (science); Medicine; Alternative medicine","authors":[{"name":"Heather L. Paladine","is_ca":false},{"name":"Ray Biggs","is_ca":false},{"name":"Miranda A. Moore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3717758617016927,"gpt":0.5493536952892956,"spread":0.1775778335876028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05756455,0.001290285,0.001244725,0.002982578,0.003816966,0.002745322,0.001849447,0.00299485,0.1767959],"category_scores_gemma":[0.06911643,0.001922955,0.001215959,0.002882609,0.001085089,0.002143325,0.002089072,0.004938306,0.05056673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006222324,"about_ca_system_score_gemma":0.02330485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007482376,"about_ca_topic_score_gemma":0.01214156,"domain_scores_codex":[0.9764946,0.01431463,0.003565774,0.001381847,0.002770177,0.001473035],"domain_scores_gemma":[0.9385619,0.01697933,0.00389825,0.007875702,0.02920729,0.003477542],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003390636,0.002694225,0.004666395,0.002775549,0.00005186414,0.0002415494,0.002027551,0.0009308124,0.0007555762,0.007232005,0.846569,0.1286648],"study_design_scores_gemma":[0.005337879,0.002117398,0.03194365,0.003270744,0.00005778499,0.0001913778,0.003732449,0.002080051,0.001471352,0.006645366,0.9429451,0.0002069094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003160369,0.0001292972,0.01273056,0.002832711,0.0012259,0.9272999,0.03646456,0.0006745571,0.01548212],"genre_scores_gemma":[0.002551952,0.00009016144,0.007529152,0.001249576,0.0001191365,0.980532,0.004507398,0.00004438746,0.003376247],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9424354,"threshold_uncertainty_score":0.5914412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406310377","doi":"10.22454/primer.2025.889328","title":"Use of AI in Family Medicine Publications: A Joint Editorial From Journal Editors","year":2025,"lang":"en","type":"editorial","venue":"PRiMER","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Joint (building); Library science; Computer science; Engineering","authors":[{"name":"Sarina Schrager","is_ca":false},{"name":"Dean A. Seehusen","is_ca":false},{"name":"Sumi M. Sexton","is_ca":false},{"name":"Caroline R. Richardson","is_ca":false},{"name":"Jon O. Neher","is_ca":false},{"name":"Nicholas Pimlott","is_ca":true},{"name":"Marjorie A. Bowman","is_ca":false},{"name":"José E. Rodríguez","is_ca":false},{"name":"Christopher P. Morley","is_ca":false},{"name":"Li Li","is_ca":false},{"name":"James Dom Dera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.182647754469784,"gpt":0.4424603804418225,"spread":0.2598126259720384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02323731,0.002709871,0.003248075,0.007639642,0.006239689,0.0163748,0.003658094,0.01879494,0.01012061],"category_scores_gemma":[0.07652864,0.00158594,0.002411787,0.003840601,0.004823073,0.009468596,0.002824483,0.01859601,0.007202692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005985801,"about_ca_system_score_gemma":0.01032954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290245,"about_ca_topic_score_gemma":0.007207771,"domain_scores_codex":[0.9780768,0.004384428,0.003674296,0.001417793,0.0114737,0.0009729371],"domain_scores_gemma":[0.8863486,0.04593603,0.005305156,0.00184533,0.05043189,0.010133],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002577871,0.00001324802,0.00003360344,0.0003349185,0.00001750671,0.0001140333,0.00004727879,0.00001935265,0.00003410736,0.0004186878,0.9909539,0.007987678],"study_design_scores_gemma":[0.00006070753,0.00002990095,0.0002514607,0.001410535,0.00005297682,0.0003437761,0.0001397365,0.00008744761,0.00008236813,0.001254026,0.9962547,0.00003235747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003194415,0.005521836,0.0001112875,0.07925825,0.9140295,0.00002503891,0.00002196017,0.00003396259,0.0009662708],"genre_scores_gemma":[0.0004807661,0.007664656,0.0002280359,0.05159714,0.9351298,0.00004119629,0.00002140926,0.00004760985,0.004789334],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9767627,"threshold_uncertainty_score":0.1228921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399519128","doi":"10.22454/primer.2024.690812","title":"Virtual Care Integration: Balancing Physician Well-Being","year":2024,"lang":"en","type":"article","venue":"PRiMER","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Alberta","funders":"University of Alberta","keywords":"Autonomy; Self-determination theory; Competence (human resources); Psychology; Basic needs; Job satisfaction; Health care; Coronavirus disease 2019 (COVID-19); Applied psychology; Social psychology; Medicine","authors":[{"name":"Gabriel LaPlante","is_ca":true},{"name":"Оксана Бабенко","is_ca":true},{"name":"Adam Neufeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01386345292450976,"gpt":0.3288484313024656,"spread":0.3149849783779559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447625,0.00009832304,0.00007777263,0.0003358059,0.001121214,0.002580078,0.0003913213,0.0005232797,0.003826421],"category_scores_gemma":[0.003908817,0.00006399534,0.0001101094,0.0002593718,0.001828217,0.0008409162,0.001939612,0.0004498228,0.000128502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020184,"about_ca_system_score_gemma":0.004096753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328362,"about_ca_topic_score_gemma":0.02893124,"domain_scores_codex":[0.9986431,0.0008366344,0.00003147162,0.00008182914,0.0002299861,0.0001769662],"domain_scores_gemma":[0.9977824,0.0007602731,0.000467112,0.00006478183,0.0001311434,0.000794204],"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":[0.0002524368,0.000424546,0.3942032,0.0006273211,0.00006871267,0.0009475533,0.06146232,0.0007312076,0.002736829,0.02812672,0.01499307,0.4954261],"study_design_scores_gemma":[0.00006660073,0.0007106293,0.7358895,0.001245642,0.0000885648,0.004805113,0.1282171,0.002322998,0.001404879,0.02065971,0.1045278,0.0000614685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9051827,0.006187558,0.004836608,0.02587592,0.0001915906,0.00006897347,0.00004868419,0.00005337206,0.05755449],"genre_scores_gemma":[0.9962696,0.0006058057,0.001255238,0.0007665887,0.00002966898,0.00001340391,0.000009795238,0.000002393176,0.001047375],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01328362,"threshold_uncertainty_score":0.02641261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408177055","doi":"10.22454/primer.2025.677955","title":"Methodology, Respondents, and Past Topics for 2024 CERA Clerkship Director Survey","year":2025,"lang":"en","type":"article","venue":"PRiMER","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Demographics; Sampling frame; Directory; Curriculum; Medicine; Family medicine; Medical education; Grading (engineering); Psychology; Demography; Computer science; Sociology; Pedagogy; Environmental health; Engineering","authors":[{"name":"Amanda Kost","is_ca":false},{"name":"Rachel Ellenbogen","is_ca":false},{"name":"Ray Biggs","is_ca":false},{"name":"Heather L. Paladine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2700129698517832,"gpt":0.5357681651367406,"spread":0.2657551952849574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557306,0.0008629403,0.0004629088,0.004281909,0.002479256,0.001706556,0.001358626,0.0009167696,0.02251327],"category_scores_gemma":[0.01626393,0.0008992725,0.0005492637,0.004567935,0.000600155,0.0009473879,0.001666063,0.0008294272,0.01395043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421245,"about_ca_system_score_gemma":0.006928464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454157,"about_ca_topic_score_gemma":0.01804376,"domain_scores_codex":[0.9844375,0.00758687,0.002169377,0.001126801,0.003341668,0.001337816],"domain_scores_gemma":[0.9870173,0.002034484,0.002014747,0.001176252,0.006678639,0.001078573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006416831,0.003435857,0.5931864,0.001738835,0.00006804372,0.0005237642,0.01570505,0.00075704,0.005185801,0.002692246,0.1669365,0.2091287],"study_design_scores_gemma":[0.0002836519,0.001895681,0.7166936,0.0007790046,0.00004979397,0.0004604011,0.03077078,0.002022791,0.004106313,0.0007735294,0.2420753,0.00008911818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.534453,0.0005695196,0.04452588,0.003494794,0.000796077,0.2507142,0.1029394,0.0009412133,0.06156593],"genre_scores_gemma":[0.2271044,0.000709928,0.06736574,0.005965522,0.0003640665,0.6194041,0.05245803,0.000211712,0.02641656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251327,"threshold_uncertainty_score":0.08235919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207284433","doi":"10.22454/primer.2021.389603","title":"Mindsets of Early-Career Family Physicians Trained in Competency-Based Education","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Mindset; Graduation (instrument); Medical education; Psychology; Cohort; Medicine; Family medicine","authors":[{"name":"Mao Ding","is_ca":true},{"name":"Sudha Koppula","is_ca":true},{"name":"Olga Szafran","is_ca":true},{"name":"Lillian Au","is_ca":true},{"name":"Оксана Бабенко","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02077317006923642,"gpt":0.312674933998861,"spread":0.2919017639296246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070726,0.0001573657,0.0001653812,0.0005223401,0.0005788683,0.0006109876,0.0002432519,0.0003096566,0.00165628],"category_scores_gemma":[0.00335925,0.0001223902,0.0001918177,0.0002096567,0.0004067185,0.0003344061,0.0005686822,0.0005948971,0.0001558653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008904901,"about_ca_system_score_gemma":0.00136764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246003,"about_ca_topic_score_gemma":0.02266051,"domain_scores_codex":[0.9996874,0.00004793213,0.00001692722,0.00002695332,0.0001360681,0.00008463749],"domain_scores_gemma":[0.9971616,0.0003579671,0.00128553,0.00006333437,0.0003934314,0.0007380631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002916089,0.0001715829,0.9920271,0.00002439306,0.00001749386,0.00002820189,0.002148775,0.0000358861,0.0004129451,0.00002821173,0.000155132,0.004921171],"study_design_scores_gemma":[0.000001910568,0.00008046789,0.998283,0.00001475799,0.000002547187,0.00003447855,0.001234659,0.00003728219,0.00007145552,0.00002202565,0.000214971,0.000002473133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994592,0.00006895731,0.00002716507,0.00007431798,0.000002639461,0.000006299023,0.00002801089,0.000001148948,0.0003322779],"genre_scores_gemma":[0.999429,0.00008259426,0.0001048024,0.00004855281,0.000003351413,0.000007115451,0.00005379321,4.272386e-7,0.000270345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246003,"threshold_uncertainty_score":0.02477497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412451280","doi":"10.22454/primer.2025.330739","title":"Mental Health Challenges and Barriers to Care Among Arab Refugees: A Scoping Review of US and Canadian Studies","year":2025,"lang":"en","type":"review","venue":"PRiMER","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CINAHL; Mental health; Refugee; Medicine; Health care; Scopus; Population; Stigma (botany); MEDLINE; Nursing; Gerontology; Psychiatry; Political science; Environmental health; Psychological intervention","authors":[{"name":"Yasmeen Berry","is_ca":false},{"name":"Sabrina J. Khan","is_ca":false},{"name":"Reema Smadi","is_ca":false},{"name":"Sarah Rehman","is_ca":false},{"name":"Joseph Hanania","is_ca":false},{"name":"Mukhlis Alabdalrazzak","is_ca":false},{"name":"Oase Sbei","is_ca":false},{"name":"Morhaf Al Achkar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0723378330338473,"gpt":0.4490583380018635,"spread":0.3767205049680161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01737906,0.001462822,0.004739949,0.02337429,0.002179999,0.004996184,0.002280323,0.002279813,0.003268695],"category_scores_gemma":[0.05576253,0.001256549,0.005257277,0.02746456,0.00150239,0.002568353,0.002894852,0.001384215,0.0002102556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01421668,"about_ca_system_score_gemma":0.07255978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2020486,"about_ca_topic_score_gemma":0.4198289,"domain_scores_codex":[0.9919299,0.002154891,0.003044029,0.0004769322,0.001885772,0.0005084382],"domain_scores_gemma":[0.9616567,0.02566625,0.004970312,0.000446571,0.006671187,0.0005890664],"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":[0.0001290614,0.00002632087,0.002355243,0.9113518,0.003842311,0.0002107748,0.001675019,0.0001060796,0.0001327722,0.0005117771,0.002801341,0.07685751],"study_design_scores_gemma":[0.00004330002,0.00005148059,0.00576209,0.9592058,0.01443143,0.0002238985,0.001747909,0.00004233673,0.0000817555,0.0001559591,0.01822686,0.00002726263],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001087574,0.9974288,0.0000678515,0.0004477106,0.00007468073,0.0002250013,0.0002279303,0.00000336326,0.0004370363],"genre_scores_gemma":[0.01040496,0.9881696,0.0004087303,0.0003752559,0.0000272684,0.0003502352,0.0001800992,0.00000265629,0.00008129312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7979513,"threshold_uncertainty_score":0.4017451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947624417","doi":"10.22454/primer.2019.619113","title":"Selected Abstracts From the Proceedings of the 2019 Society of Teachers of Family Medicine Conference on Medical Student Education","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical education; Family medicine; Medicine; Medical school; Continuing medical education; Library science; Psychology; Continuing education","authors":[{"name":"David R. Norris","is_ca":false},{"name":"Bonnie T. Jortberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06217780715431482,"gpt":0.4424152342977618,"spread":0.380237427143447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005545287,0.001896944,0.001626973,0.006565556,0.00189668,0.006295884,0.001482163,0.002161998,0.3522011],"category_scores_gemma":[0.02631277,0.0005490114,0.001193352,0.005834133,0.0004706346,0.002198914,0.003267275,0.002322619,0.1472615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442428,"about_ca_system_score_gemma":0.004642527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042808,"about_ca_topic_score_gemma":0.006376022,"domain_scores_codex":[0.9944044,0.001036676,0.0006807896,0.0002788019,0.003169854,0.0004294231],"domain_scores_gemma":[0.9773968,0.004463017,0.001944613,0.0003602144,0.01203903,0.00379627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003557151,0.00001138443,0.00004293084,0.0006479495,0.000003720519,0.00003139695,0.00003692271,0.000007700225,0.00005837781,0.0000669225,0.9823455,0.01671155],"study_design_scores_gemma":[0.00004039974,0.00003073043,0.001129902,0.002430223,0.000009613576,0.0000580815,0.0001670451,0.00002122203,0.00007510056,0.0002087956,0.9958124,0.00001650894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002381357,0.122645,0.001937711,0.08406331,0.3767415,0.005963153,0.03474229,0.001063611,0.3704621],"genre_scores_gemma":[0.009728342,0.1162222,0.002797525,0.02886418,0.1592936,0.007492895,0.03214411,0.001342112,0.6421151],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3522011,"threshold_uncertainty_score":0.9240065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989909482","doi":"10.22454/primer.2019.635563","title":"If You Build It They Will Come…and Stay: A Community-Based Family Medicine Program","year":2019,"lang":"en","type":"article","venue":"PRiMER","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Regent Park Community Health Centre; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Graduation (instrument); Government (linguistics); Tracking (education); Medical education; Medicine; Population; Economic shortage; Work (physics); Family medicine; Psychology; Pedagogy; Engineering","authors":[{"name":"Mary-Kay Whittaker","is_ca":true},{"name":"Stu Murdoch","is_ca":true},{"name":"Linda Rozmovits","is_ca":true},{"name":"Caroline Abrahams","is_ca":true},{"name":"Risa Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07495541452280433,"gpt":0.4520788198350653,"spread":0.377123405312261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008590578,0.0001442955,0.00008152399,0.0002512967,0.004526126,0.0008317282,0.0009614098,0.0005868554,0.01141266],"category_scores_gemma":[0.001131504,0.0001816019,0.0001493247,0.0002586722,0.001427702,0.0007501342,0.002672415,0.001153272,0.0009694435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004522498,"about_ca_system_score_gemma":0.02404359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1328013,"about_ca_topic_score_gemma":0.5376152,"domain_scores_codex":[0.9994642,0.0001044195,0.000008822287,0.00003846309,0.00008120596,0.0003028641],"domain_scores_gemma":[0.9961125,0.00007268792,0.00007910316,0.00003194831,0.0001148374,0.003588974],"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":[0.0003336867,0.004794452,0.2112987,0.001021847,0.00003751427,0.005861479,0.09187671,0.0002628455,0.006624485,0.001755926,0.2231835,0.4529489],"study_design_scores_gemma":[0.0001906133,0.001986667,0.6471576,0.001222534,0.00002791327,0.002572473,0.1211571,0.0002480409,0.0006811622,0.0005767831,0.2241239,0.00005513446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262688,0.001532931,0.0005242332,0.03272162,0.0003793249,0.0007679107,0.0003541376,0.0001220962,0.03732902],"genre_scores_gemma":[0.9676484,0.001577758,0.002334046,0.008649472,0.0001807071,0.0002299455,0.0003079558,0.00002077585,0.01905088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328013,"threshold_uncertainty_score":0.2640566,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4415593326","doi":"10.22454/primer.2025.174022","title":"Methodology and New Avenues for the 2025 CERA Clerkship Director Survey","year":2025,"lang":"en","type":"article","venue":"PRiMER","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Outreach; Program director; Survey data collection; Survey research; Graduate students","authors":[{"name":"Amanda Kost","is_ca":false},{"name":"Ray Biggs","is_ca":false},{"name":"Tiffany Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5049460395423376,"gpt":0.5668621007317067,"spread":0.0619160611893691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05064476,0.0007211008,0.000543644,0.004300393,0.001898622,0.002167678,0.002033073,0.001027544,0.01901679],"category_scores_gemma":[0.05390036,0.001020377,0.001023098,0.005144834,0.0007676763,0.001233591,0.001943846,0.001169869,0.006712995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096376,"about_ca_system_score_gemma":0.00598023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008730396,"about_ca_topic_score_gemma":0.01201922,"domain_scores_codex":[0.9344751,0.04855536,0.005587721,0.002763588,0.006945627,0.001672533],"domain_scores_gemma":[0.9650913,0.01015673,0.003514086,0.006128745,0.01376986,0.001339154],"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":[0.001372902,0.002963889,0.3079684,0.002856073,0.0001756271,0.0004425978,0.01033156,0.002556463,0.003651723,0.03606649,0.1986549,0.4329593],"study_design_scores_gemma":[0.001047259,0.004301112,0.453744,0.001711017,0.0001157735,0.0005429648,0.01433605,0.01083453,0.005218566,0.00898545,0.4989681,0.0001952691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1889815,0.0007380542,0.3128998,0.006600376,0.002543252,0.3608781,0.05920153,0.001062967,0.06709452],"genre_scores_gemma":[0.1143859,0.0003329056,0.2818869,0.004552308,0.0004916307,0.5626975,0.02458823,0.0001644699,0.01090037],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05064476,"threshold_uncertainty_score":0.2678384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408657161","doi":"10.22454/primer.2025.600324","title":"Protocol for the 2024 CERA Department Chair Survey","year":2025,"lang":"en","type":"article","venue":"PRiMER","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mentorship; Population; Protocol (science); Family medicine; Medicine; Survey research; Medical education; Psychology; Alternative medicine; Environmental health","authors":[{"name":"Heather L. Paladine","is_ca":false},{"name":"Alexis Reedy-Cooper","is_ca":false},{"name":"Wade M. Rankin","is_ca":false},{"name":"Miranda A. Moore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3798286249788199,"gpt":0.5460926531257302,"spread":0.1662640281469103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05455497,0.001329879,0.001179649,0.002896633,0.003358241,0.002352685,0.001619817,0.002744098,0.1604532],"category_scores_gemma":[0.06376357,0.001939474,0.001035751,0.002720797,0.00118197,0.001876765,0.001952471,0.004491991,0.04784693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004571774,"about_ca_system_score_gemma":0.01701512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433253,"about_ca_topic_score_gemma":0.007541943,"domain_scores_codex":[0.9741364,0.01708484,0.003667378,0.00126456,0.002502777,0.001344037],"domain_scores_gemma":[0.9469927,0.01663874,0.003269081,0.008004916,0.02236362,0.002731016],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005799585,0.004357891,0.00610041,0.004386936,0.00007472895,0.0004099388,0.003881985,0.001283207,0.001891838,0.01133233,0.7694671,0.191014],"study_design_scores_gemma":[0.005301419,0.002911813,0.03086762,0.003252792,0.00005359788,0.0002399094,0.00480119,0.002447108,0.002010653,0.006627613,0.9412951,0.0001912699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003241848,0.0001062809,0.01391283,0.001762906,0.0009252279,0.9480201,0.01859064,0.0004516535,0.0129885],"genre_scores_gemma":[0.002750661,0.00007835204,0.007392065,0.001036415,0.0001147773,0.9829846,0.002602944,0.00003263941,0.003007486],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9454451,"threshold_uncertainty_score":0.5367695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200102203","doi":"10.22454/primer.2021.501713","title":"Examining Access to Psychiatric Care in Michigan’s Upper Peninsula","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economic shortage; Mental health; Mental health care; Peninsula; Health care; Mental healthcare; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06028340209819232,"gpt":0.4018835918389935,"spread":0.3416001897408012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002653785,0.0001280728,0.00005789975,0.0006575396,0.001156644,0.0007574171,0.0003885414,0.0002585642,0.004181434],"category_scores_gemma":[0.001115454,0.00009941203,0.0001124044,0.0007923295,0.0002890228,0.0004675584,0.0008387479,0.0003704293,0.0001961568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547703,"about_ca_system_score_gemma":0.001555162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1580678,"about_ca_topic_score_gemma":0.3590247,"domain_scores_codex":[0.9998364,0.0000499936,0.000009603156,0.0000217243,0.00003153604,0.00005057876],"domain_scores_gemma":[0.999212,0.0001329018,0.0002068785,0.00001625314,0.000111756,0.0003201524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001644743,0.00004545978,0.989579,0.00001936117,0.00001335837,0.0001231816,0.001557583,0.00005456381,0.0002385955,0.0001281971,0.001566293,0.006657919],"study_design_scores_gemma":[0.000002418929,0.00003781684,0.9901558,0.00004001407,0.000007022845,0.000134693,0.007285086,0.0001984134,0.000111634,0.00006491079,0.001959421,0.000002762938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945632,0.0001151008,0.0001066577,0.001074321,0.000004563985,0.00002475285,0.0008337087,0.000007392314,0.0032705],"genre_scores_gemma":[0.997663,0.0002201958,0.0005420483,0.0003209678,0.00001022229,0.00006787461,0.0005117846,0.000002231885,0.0006616312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580678,"threshold_uncertainty_score":0.3142954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411343456","doi":"10.22454/primer.2025.315637","title":"Understanding Rural Patients’ Perspectives on Patient Care Teams","year":2025,"lang":"en","type":"article","venue":"PRiMER","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Thompson Rivers University","funders":"","keywords":"Family medicine; Medicine; Health care; Nursing; Economic shortage; Primary care","authors":[{"name":"Amy Tite","is_ca":true},{"name":"Brynn Magner","is_ca":true},{"name":"Mindy A Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04005228596814427,"gpt":0.4130078886816081,"spread":0.3729556027134639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003961926,0.0001714945,0.0002218623,0.0005191774,0.003385807,0.00317365,0.0006243775,0.001065598,0.005992269],"category_scores_gemma":[0.01341316,0.0002008482,0.0002709355,0.0004737999,0.002678772,0.002553571,0.002696076,0.001776001,0.0003772486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536503,"about_ca_system_score_gemma":0.00283272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009036734,"about_ca_topic_score_gemma":0.0114666,"domain_scores_codex":[0.9952608,0.003556415,0.0001233104,0.0001780773,0.0003631822,0.0005183555],"domain_scores_gemma":[0.9916142,0.004196241,0.001778012,0.00014438,0.0006408178,0.001626403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001419134,0.0001597938,0.122144,0.0003070509,0.00005530658,0.001422998,0.832567,0.0002359395,0.0008100692,0.00406894,0.009594084,0.02849285],"study_design_scores_gemma":[0.00002263743,0.0002210944,0.03199452,0.0003134768,0.00002041166,0.001149921,0.9474495,0.0002297456,0.00008116656,0.001500695,0.01699013,0.00002672243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736912,0.000981303,0.0004009027,0.01466984,0.00005718534,0.00001939435,0.00007221725,0.000007455597,0.01010041],"genre_scores_gemma":[0.9971794,0.0006567414,0.0001542351,0.001532277,0.00002937598,0.00001232721,0.00002237212,0.000004032237,0.0004092765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009036734,"threshold_uncertainty_score":0.02095288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}