{"id":"W4390170201","doi":"10.22374/cjgim.v18i3.698","title":"The McMaster Internal Medicine Royal College Review Course: Descriptions of a Novel Program and a Survey of Participants","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Queen's University; Trillium Health Centre; McMaster University","funders":"","keywords":"Subspecialty; Certification; Medicine; Medical education; Session (web analytics); Course evaluation; Anxiety; Family medicine; Higher education; Management; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003569036,0.0004062295,0.0003927767,0.0006960611,0.00179064,0.0009718317,0.0006668856,0.000804545,0.0109608],"category_scores_gemma":[0.006189909,0.000359118,0.000248397,0.000700612,0.0007056348,0.0008664052,0.001338749,0.001370424,0.002263173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004345876,"about_ca_system_score_gemma":0.004980211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008731543,"about_ca_topic_score_gemma":0.02985252,"domain_scores_codex":[0.998533,0.0003946232,0.0001311877,0.0001333759,0.0003092262,0.000498576],"domain_scores_gemma":[0.9940557,0.001335336,0.000620118,0.0001665532,0.0008376549,0.002984602],"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":[0.002289931,0.0282265,0.2372923,0.002213501,0.00003203436,0.005151236,0.08909407,0.0008734027,0.01803086,0.001247646,0.2226675,0.3928812],"study_design_scores_gemma":[0.0006135951,0.01085851,0.6175897,0.0007624762,0.00004046201,0.002906513,0.1131354,0.001451552,0.00495114,0.0006152672,0.246741,0.0003344378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978324,0.0002950602,0.00136036,0.00362557,0.0001305877,0.00712221,0.001775604,0.0002140611,0.007152568],"genre_scores_gemma":[0.9271953,0.001584088,0.01713656,0.005911204,0.0002984918,0.02345079,0.001839343,0.0001159948,0.02246814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109608,"threshold_uncertainty_score":0.03666747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182713277845211,"score_gpt":0.4033397544346951,"score_spread":0.285068426650174,"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."}}