{"id":"W1975066118","doi":"10.1080/08897070109511467","title":"Faculty Rating of Learning Objectives for an Undergraduate Medical Curriculum in Substance Abuse","year":2001,"lang":"en","type":"article","venue":"Substance Abuse","topic":"Innovations in Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"Division of Undergraduate Education; Centre for Addiction and Mental Health","keywords":"Substance abuse; Curriculum; Psychological intervention; Medicine; Family medicine; Epidemiology; Psychiatry; Medical education; Psychology; Clinical psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061763,0.0001981829,0.0004093425,0.0002482814,0.0001194636,0.00001357397,0.0001996486,0.0001877005,0.00006503587],"category_scores_gemma":[0.001026071,0.0001843402,0.00007240002,0.001404795,0.0002103989,0.0003354095,0.000003185538,0.0005932511,0.000007763381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226818,"about_ca_system_score_gemma":0.0001753535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004834669,"about_ca_topic_score_gemma":0.001341412,"domain_scores_codex":[0.9976165,0.00009364895,0.0007025941,0.0004200445,0.000727414,0.0004398056],"domain_scores_gemma":[0.998561,0.0001433602,0.0002767184,0.0003420536,0.0005466319,0.0001303003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005742967,0.002135288,0.8834707,0.000403359,0.00009272688,0.00008142382,0.07554264,0.000475651,0.003933755,0.003967406,0.002184093,0.02713863],"study_design_scores_gemma":[0.0512488,0.004763726,0.4804803,0.01343426,0.0004918288,0.0006044522,0.198074,0.143579,0.02142003,0.01142329,0.07068902,0.00379129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871911,0.0002560089,0.01029529,0.0008460009,0.0003006154,0.000602964,0.000003481847,0.00008848983,0.0004160194],"genre_scores_gemma":[0.9871432,0.0007032749,0.01085934,0.0003093854,0.0002301506,0.0001308623,0.0002000546,0.00004034703,0.0003833836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4029904,"threshold_uncertainty_score":0.7517174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731571934133857,"score_gpt":0.354059750353249,"score_spread":0.3267440310119105,"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."}}