{"id":"W4386600752","doi":"10.36834/cmej.78084","title":"The overcrowded curriculum is alarming","year":2023,"lang":"en","type":"editorial","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"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":[0.01422605,0.004918978,0.005530584,0.009465104,0.008353827,0.01601561,0.00675458,0.0405564,0.01925041],"category_scores_gemma":[0.06964592,0.001860971,0.004433111,0.004907664,0.005054811,0.005923489,0.002761503,0.03453082,0.01097564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01184833,"about_ca_system_score_gemma":0.0157393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231624,"about_ca_topic_score_gemma":0.06977091,"domain_scores_codex":[0.9843902,0.001679393,0.00137852,0.001134881,0.01021585,0.001201138],"domain_scores_gemma":[0.920259,0.02404843,0.004343299,0.001695216,0.03480979,0.01484434],"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":[0.00001660873,0.000008260387,0.00002072805,0.0001470022,0.00001364065,0.00006011271,0.00001068167,0.00001138079,0.00001423166,0.0001284708,0.9968651,0.002703826],"study_design_scores_gemma":[0.00008320351,0.00002610876,0.0005037446,0.0008271252,0.00008611822,0.0001267843,0.0001201672,0.0001319165,0.00004949882,0.0007451461,0.9972641,0.00003601899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002092167,0.002701378,0.00003187934,0.0514405,0.9447288,0.00001469298,0.00003139549,0.00003169621,0.0009987461],"genre_scores_gemma":[0.0003183669,0.003565701,0.00007225867,0.04360507,0.9466601,0.00002281785,0.00003103257,0.00003209637,0.005692581],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9881517,"threshold_uncertainty_score":0.08596605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145147640735332,"score_gpt":0.3332657196301152,"score_spread":0.3261205719893799,"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."}}