{"id":"W2055887066","doi":"10.1001/jama.2013.1139","title":"Improving Opioid Prescribing","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; Psychiatry","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":[0.00003477372,0.00009139069,0.0001244325,0.00004352341,0.00003802005,0.00004680163,0.00004941634,0.00005397505,0.0006933387],"category_scores_gemma":[0.0001284476,0.00007249676,0.00005190068,0.00006416384,0.00001461768,0.0001463796,0.00004022748,0.00009977186,0.0009781925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530772,"about_ca_system_score_gemma":0.0000481746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007761555,"about_ca_topic_score_gemma":0.00000190082,"domain_scores_codex":[0.999369,0.000009306445,0.0001188879,0.000167492,0.0001366888,0.0001986186],"domain_scores_gemma":[0.9995049,0.00002815439,0.00003081084,0.0002710323,0.00006591287,0.00009916174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000576334,0.0005583045,0.08607367,0.0003812714,0.0001451962,0.00006018962,0.003387824,0.000002254317,0.06104493,0.001376046,0.02061005,0.8263026],"study_design_scores_gemma":[0.006276088,0.0007865543,0.8986466,0.0004367565,0.0002579259,0.0000868525,0.002432043,0.004172806,0.06226897,0.002420184,0.02171161,0.0005035881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834093,0.0005031936,0.0002575321,0.00257222,0.0001553125,0.0005606791,0.000001964447,0.0001289966,0.01241084],"genre_scores_gemma":[0.9896969,0.00002045583,0.006757541,0.0007988001,0.0002052599,0.00009601809,0.00001348028,0.0000219903,0.002389579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825799,"threshold_uncertainty_score":0.9997997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220821766893604,"score_gpt":0.2441387392293373,"score_spread":0.2319305215604013,"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."}}