{"id":"W3090337331","doi":"10.1111/1475-6773.13564","title":"Changes in early high‐risk opioid prescribing practices after policy interventions in Washington State","year":2020,"lang":"en","type":"article","venue":"Health Services Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Medicine; Opioid; Medical prescription; Population; Psychological intervention; Pharmacy; Emergency medicine; Family medicine; Environmental health; Internal medicine; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007262692,0.0001434763,0.0001433095,0.0005640739,0.0003600013,0.0004711921,0.0004460587,0.0004985164,0.0009397621],"category_scores_gemma":[0.003670569,0.0001826073,0.0002230775,0.0006412611,0.0002779347,0.0003278136,0.0005450005,0.0006286456,0.0001121033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883603,"about_ca_system_score_gemma":0.00221449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1140914,"about_ca_topic_score_gemma":0.1714721,"domain_scores_codex":[0.9994317,0.0001362026,0.0000636773,0.0001067854,0.0001289207,0.0001328238],"domain_scores_gemma":[0.9970605,0.0004405391,0.001826118,0.0001021182,0.0003432601,0.0002274372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001415848,0.0003434193,0.9921916,0.0000276055,0.00005662271,0.00003730506,0.0002445041,0.0003224729,0.0003522309,0.0000420295,0.0003291088,0.005911555],"study_design_scores_gemma":[0.000004042036,0.00007412668,0.9991385,0.00001352452,0.000008552561,0.000008801682,0.0002542291,0.0001985361,0.00012991,0.000008249339,0.0001592438,0.000002427016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991804,0.000051339,0.00008934762,0.00009744512,0.000005418347,0.0000135964,0.0003258534,0.000004521718,0.00023211],"genre_scores_gemma":[0.998556,0.0001158939,0.0002062599,0.00007943813,0.000008563443,0.0000323209,0.0006048518,0.000001330748,0.0003952882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1140914,"threshold_uncertainty_score":0.2268546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100080998481717,"score_gpt":0.451656338677465,"score_spread":0.351575340195748,"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."}}