{"id":"W2490626844","doi":"10.22038/fmej.2016.6773","title":"Alteration of Abused Drugs Should be Added to the Medical Curricula","year":2016,"lang":"en","type":"article","venue":"future of medical education journal","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Curriculum; Medicine; Pharmacology; Medical education; Psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001865247,0.0001096629,0.0002666636,0.0001078879,0.00007254469,0.00001231185,0.000311991,0.0001818195,0.01291031],"category_scores_gemma":[0.00587997,0.00004830592,0.0001352603,0.0002243735,0.0001172395,0.0001325263,0.00003959309,0.0005704527,0.00002193987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004613032,"about_ca_system_score_gemma":0.002141286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007302666,"about_ca_topic_score_gemma":0.000003353507,"domain_scores_codex":[0.9962069,0.0002076613,0.0006319028,0.0001288741,0.002644782,0.0001798307],"domain_scores_gemma":[0.9974947,0.0004334596,0.0003030239,0.0002068755,0.0003738255,0.001188111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004337062,0.001182061,0.005975032,0.0001074777,0.0001257049,0.00001305758,0.002791865,9.190961e-7,0.0006035006,0.002899518,0.3634805,0.6223867],"study_design_scores_gemma":[0.003027062,0.0004402094,0.007845042,0.001391863,0.0001892134,0.0006038266,0.001861872,0.000294115,0.001370471,0.0002357414,0.9826133,0.0001272378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1990833,0.0008081514,0.001762885,0.793312,0.004006882,0.0002653972,0.000004548741,0.000009736509,0.0007471867],"genre_scores_gemma":[0.9537389,0.001205787,0.0006328321,0.03819863,0.005818843,0.00001283854,0.00001040053,0.00001416713,0.0003676491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7551133,"threshold_uncertainty_score":0.987992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06781438031447705,"score_gpt":0.4453691694773248,"score_spread":0.3775547891628477,"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."}}