{"id":"W2964384778","doi":"10.1097/sla.0000000000003483","title":"A Systematic Review of Behavioral Interventions to Decrease Opioid Prescribing After Surgery","year":2019,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; Public Health Ontario; Women's College Hospital; Toronto General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; PsycINFO; Psychological intervention; CINAHL; MEDLINE; Medical prescription; Opioid; Physical therapy; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01367474,0.002041602,0.009173188,0.01375594,0.001029329,0.003156904,0.002402075,0.002435998,0.005692696],"category_scores_gemma":[0.06365747,0.001168494,0.007826779,0.01241193,0.001019877,0.00268861,0.001621056,0.001627795,0.0004311824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005910167,"about_ca_system_score_gemma":0.01974884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009293249,"about_ca_topic_score_gemma":0.02923559,"domain_scores_codex":[0.9819331,0.008210829,0.005519366,0.0008160809,0.003160589,0.0003600389],"domain_scores_gemma":[0.9636415,0.02659041,0.005661806,0.0004169949,0.003344354,0.0003449552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001378117,0.00001789985,0.000317521,0.9656549,0.006428152,0.00006567143,0.0001971869,0.00007178032,0.00008245499,0.0001550893,0.0009048374,0.0259667],"study_design_scores_gemma":[0.0002971076,0.0002139128,0.001883547,0.9408134,0.04622158,0.0001473201,0.0002403727,0.0000726485,0.00012631,0.0001947745,0.009766922,0.00002206147],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001338789,0.995745,0.0002853729,0.0003769441,0.0002168273,0.001109747,0.0003795355,0.00001384771,0.0005339081],"genre_scores_gemma":[0.01609037,0.9787703,0.001879009,0.0007420216,0.0001010118,0.001995334,0.0002320261,0.000007604644,0.0001822139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375594,"threshold_uncertainty_score":0.07231981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4117621947402513,"score_gpt":0.4481343230261618,"score_spread":0.03637212828591047,"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."}}