{"id":"W4400287458","doi":"10.3138/cim-2024-2740","title":"Spring 2024: Clinician Investigator Trainee Association of Canada (CITAC)","year":2024,"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":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Spring (device); Association (psychology); Medicine; Psychology; Engineering; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006347972,0.001150337,0.001213855,0.002523845,0.006325528,0.006130777,0.002458957,0.008123106,0.4581088],"category_scores_gemma":[0.01491257,0.001122812,0.001179824,0.001446753,0.001252966,0.001117579,0.004068238,0.00583485,0.1617022],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02506046,"about_ca_system_score_gemma":0.231205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7727646,"about_ca_topic_score_gemma":0.9222049,"domain_scores_codex":[0.992289,0.0003728015,0.0002121519,0.0005168141,0.003472225,0.003137038],"domain_scores_gemma":[0.9396436,0.001495222,0.0007773254,0.0009938829,0.02778075,0.0293092],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008781592,0.00004103683,0.0006303356,0.00002392468,0.00000458888,0.00002996021,0.00002032164,0.00003342927,0.0000876022,0.0003091247,0.988813,0.009918941],"study_design_scores_gemma":[0.000154825,0.0000622264,0.006622917,0.0001331655,0.000009895743,0.00003429655,0.0002635554,0.0002099596,0.0001020721,0.0003306984,0.9920564,0.00001991338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007738007,0.004913579,0.002083479,0.3101654,0.09195701,0.003894907,0.0615991,0.003642527,0.514006],"genre_scores_gemma":[0.005629349,0.0006555332,0.0008197628,0.01247567,0.001503097,0.0002900061,0.004710634,0.0002744233,0.9736416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.993652,"threshold_uncertainty_score":0.772942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3615679146574838,"score_gpt":0.4601121154953207,"score_spread":0.09854420083783694,"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."}}