{"id":"W2326874341","doi":"10.3109/14659891.2015.1112853","title":"Off the record: Substance-related disorders in the undergraduate medical curricula in Ireland","year":2016,"lang":"en","type":"article","venue":"Journal of Substance Use","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"Irish Research Council; Health Research Board","keywords":"CINAHL; Curriculum; PsycINFO; Addiction; Medical education; Inclusion (mineral); MEDLINE; Medicine; Cochrane Library; Documentation; Irish; Addiction medicine; Family medicine; Alternative medicine; Psychology; Psychiatry; Psychological intervention; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001071114,0.0002155097,0.0004215557,0.0001972305,0.00005485355,0.00002299153,0.0003712675,0.0001330347,0.000100198],"category_scores_gemma":[0.0003270162,0.00008637989,0.0001826273,0.0007060213,0.0002029911,0.0003065293,0.000009696665,0.0006438764,0.00002271706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548642,"about_ca_system_score_gemma":0.0001770701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009868329,"about_ca_topic_score_gemma":0.00859164,"domain_scores_codex":[0.9972865,0.0002815999,0.000888277,0.0001979653,0.000965155,0.0003805005],"domain_scores_gemma":[0.9981965,0.0007891339,0.0003845106,0.0003937703,0.0001030174,0.0001331019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005816934,0.0009134912,0.9551534,0.00001865301,0.0001170372,0.0007957271,0.005499224,0.00001669663,0.0000768067,0.0006698102,0.002470465,0.03368702],"study_design_scores_gemma":[0.01486079,0.0004975178,0.9531472,0.002767741,0.0001532368,0.0004582715,0.002576535,0.00008774407,0.00004714745,0.00715134,0.01799098,0.0002615175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945603,0.004236808,0.00008486601,0.04899161,0.0003549699,0.0003804577,0.000002952998,0.000009867916,0.0003354749],"genre_scores_gemma":[0.9729146,0.02615275,0.00009686783,0.0004246264,0.00006725309,0.00001531962,0.000001549756,0.00002544963,0.0003015716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04856698,"threshold_uncertainty_score":0.4794337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307597937250554,"score_gpt":0.2633071146390607,"score_spread":0.2502311352665552,"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."}}