{"id":"W3204572223","doi":"10.25011/cim.v44i3.37273","title":"Fall 2021: Clinician Investigator Trainee Association of Canada (CITAC)","year":2021,"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":"Western University; McGill University Health Centre; University of Calgary; Queen's University; University of Ottawa","funders":"","keywords":"Association (psychology); Medical education; Continuation; Family medicine; Medicine; Graduate students; Psychology; Gerontology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01083443,0.001180614,0.00118337,0.002047718,0.01936028,0.0121169,0.004019625,0.01937928,0.3302365],"category_scores_gemma":[0.02320481,0.001148556,0.001312586,0.001505872,0.003241463,0.002784992,0.007474989,0.01186106,0.1261747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02905209,"about_ca_system_score_gemma":0.1815395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6211811,"about_ca_topic_score_gemma":0.8644375,"domain_scores_codex":[0.9844503,0.0009348106,0.0005016546,0.001122723,0.007637758,0.005352727],"domain_scores_gemma":[0.9210392,0.001452537,0.001124143,0.001252269,0.02582663,0.04930526],"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":[0.00002259502,0.00003347806,0.0004088816,0.0000192334,0.000002248975,0.00003530586,0.00004351808,0.000009721871,0.00004863682,0.0004083074,0.9943281,0.004639899],"study_design_scores_gemma":[0.00003567772,0.00003670809,0.003139515,0.0001243377,0.000004346638,0.00005075799,0.0004511877,0.00005496198,0.00005382742,0.0003849792,0.9956385,0.00002512631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003941385,0.00277274,0.001546939,0.5426847,0.1133018,0.002433796,0.01019194,0.001751446,0.3213753],"genre_scores_gemma":[0.01089177,0.001362023,0.001398586,0.1338481,0.006015484,0.0008246264,0.003453629,0.0005338791,0.8416719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9709479,"threshold_uncertainty_score":0.9553364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3578683956856362,"score_gpt":0.4491788713636256,"score_spread":0.09131047567798933,"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."}}