{"id":"W2519719651","doi":"10.1503/cmaj.109-5322","title":"Doctors need education on prescribing opioids","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fentanyl; Opioid; Medicine; Opioid-Related Disorders; Opioid abuse; Opioid epidemic; Opioid overdose; Psychiatry; Medical emergency; Anesthesia; (+)-Naloxone; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003621711,0.000356963,0.0008077826,0.0008131395,0.005530613,0.003060174,0.0009740387,0.01059681,0.06489126],"category_scores_gemma":[0.03314545,0.0005746643,0.000898574,0.0006678457,0.002910882,0.005271901,0.003270508,0.01170513,0.01311208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003838809,"about_ca_system_score_gemma":0.02011598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03097199,"about_ca_topic_score_gemma":0.08954799,"domain_scores_codex":[0.9957985,0.000688546,0.0002764519,0.0002099948,0.002068949,0.0009574404],"domain_scores_gemma":[0.9575567,0.01023498,0.00259266,0.001347935,0.009388114,0.01887958],"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":[0.00003757213,0.0003742934,0.006596929,0.0006808967,0.00002147511,0.0008752757,0.002599343,0.00008735082,0.0007006881,0.002256627,0.8727673,0.1130023],"study_design_scores_gemma":[0.0001234761,0.0002170592,0.02045076,0.002654998,0.00003844641,0.00200184,0.006427238,0.00009209508,0.0002086154,0.008460515,0.9592463,0.00007869891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005188024,0.005728392,0.0005380795,0.9300894,0.008295611,0.00008647337,0.0001192077,0.0001505658,0.04980425],"genre_scores_gemma":[0.0521363,0.0253508,0.004816389,0.868636,0.008614496,0.0001523993,0.0002952392,0.00008881086,0.03990952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06489126,"threshold_uncertainty_score":0.2170829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008015349625992494,"score_gpt":0.2544069326567464,"score_spread":0.2463915830307539,"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."}}