{"id":"W3199984170","doi":"10.36834/cmej.73532","title":"Overcrowded curriculum is an impediment to change (Part A)","year":2021,"lang":"en","type":"editorial","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Computer science; Data science; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01191892,0.003077497,0.0030288,0.004035691,0.005744745,0.01101441,0.004111001,0.02121861,0.01503836],"category_scores_gemma":[0.06048393,0.001308841,0.002443946,0.002455255,0.003871264,0.004921812,0.001838,0.01949327,0.006699952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009231651,"about_ca_system_score_gemma":0.01450881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720598,"about_ca_topic_score_gemma":0.05903937,"domain_scores_codex":[0.9896281,0.001379302,0.001275293,0.0007988958,0.006175373,0.0007430588],"domain_scores_gemma":[0.9329709,0.02739704,0.00254675,0.0009220058,0.02955969,0.006603556],"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":[0.00001216421,0.000006579721,0.00002542033,0.0002243664,0.00001004813,0.00005011164,0.00001583886,0.00001109466,0.00001876143,0.0001541333,0.9956241,0.003847525],"study_design_scores_gemma":[0.00005955924,0.00003545181,0.0006294091,0.001298252,0.00008084089,0.0002823474,0.000136815,0.0001460022,0.00009372817,0.0008702059,0.996326,0.0000413695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002548117,0.003654628,0.00004682442,0.03670568,0.9585126,0.00002015609,0.00002484899,0.00002209274,0.0009876405],"genre_scores_gemma":[0.0005634493,0.006087624,0.00009963745,0.02919018,0.9583157,0.00002890311,0.00002759704,0.0000295484,0.005657314],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9907684,"threshold_uncertainty_score":0.06698066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754269120013262,"score_gpt":0.3508855047665239,"score_spread":0.3333428135663913,"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."}}