{"id":"W4296801522","doi":"10.25011/cim.v45i3.39272","title":"Fall 2022: Clinician Investigator Trainee Association of Canada (CITAC)","year":2022,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University Health Centre; University of Alberta; Western University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Association (psychology); Medical education; Medicine; Family medicine; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01300709,0.001207332,0.001326044,0.001995375,0.01394187,0.01006512,0.00360892,0.01626822,0.2760275],"category_scores_gemma":[0.03122363,0.001189137,0.001209417,0.001440553,0.003072481,0.002066371,0.005612575,0.01198013,0.09109309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02124033,"about_ca_system_score_gemma":0.1413395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5650023,"about_ca_topic_score_gemma":0.7959044,"domain_scores_codex":[0.9845908,0.001063154,0.0006981716,0.001103734,0.008108605,0.004435613],"domain_scores_gemma":[0.9213461,0.00267479,0.001778163,0.001577958,0.02871704,0.0439058],"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":[0.00003745429,0.00003021365,0.0004052307,0.00002289611,0.000003743531,0.00003346277,0.00003451741,0.00001325128,0.00006621522,0.0003726731,0.9926887,0.006291585],"study_design_scores_gemma":[0.00005756869,0.00004841255,0.003271586,0.0001487085,0.000007052282,0.00005969481,0.0003387955,0.0001162057,0.00007717954,0.0003698647,0.9954742,0.00003074347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003454343,0.004557821,0.00235472,0.5728391,0.145758,0.002853017,0.009663875,0.001774217,0.256745],"genre_scores_gemma":[0.01564699,0.002491327,0.002413079,0.1236093,0.01185818,0.001083644,0.004975119,0.000773165,0.8371493],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9787596,"threshold_uncertainty_score":0.923404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413218086358823,"score_gpt":0.4401240694620456,"score_spread":0.09880226082616328,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}