{"id":"W2737831160","doi":"10.1080/08897077.2017.1355868","title":"Core Addiction Medicine Competencies for Doctors: An International Consultation on Training","year":2017,"lang":"en","type":"article","venue":"Substance Abuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Simon Fraser University; University of Calgary","funders":"Division of Undergraduate Education; National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Addiction medicine; Addiction; Curriculum; Core competency; Health care; Medical education; Medicine; Family medicine; Substance abuse; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000192212,0.000196046,0.0003166434,0.0001238819,0.0003376173,0.00004457372,0.0002123963,0.0000777922,0.0001779751],"category_scores_gemma":[0.000301733,0.0001528313,0.00007961066,0.00005836388,0.0002316477,0.0005446417,0.000002916202,0.0001077973,0.00002336512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347601,"about_ca_system_score_gemma":0.00003723399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163146,"about_ca_topic_score_gemma":0.0004995767,"domain_scores_codex":[0.9988082,0.00001141559,0.0002765775,0.000329416,0.0003342152,0.0002401501],"domain_scores_gemma":[0.9985585,0.0002357148,0.0002539417,0.000549196,0.0002830345,0.0001195885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009112695,0.0007214237,0.6684659,0.00006045253,0.001033546,0.0002167487,0.1914613,0.00005450922,0.01587244,0.02641917,0.005856301,0.08072554],"study_design_scores_gemma":[0.03975728,0.002484817,0.8869709,0.001783233,0.0005704527,0.00005467774,0.02259264,0.002114033,0.005332311,0.001994816,0.0356387,0.0007061205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937491,0.0001578932,0.0002237456,0.000857055,0.001233463,0.0005503583,0.00001817551,0.0001415118,0.003068639],"genre_scores_gemma":[0.9948085,0.0005266806,0.001688296,0.0005607996,0.0007225896,0.00009455284,0.0003538468,0.00003002149,0.001214736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185051,"threshold_uncertainty_score":0.623228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861225440318214,"score_gpt":0.3853479425952891,"score_spread":0.1992253985634677,"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."}}