{"id":"W4321495501","doi":"10.1177/02698811221144635","title":"We need to talk: The urgent conversation on chronic pain, mental health, prescribing patterns and the opioid crisis","year":2023,"lang":"en","type":"review","venue":"Journal of Psychopharmacology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Université Laval; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"National Heart, Lung, and Blood Institute","keywords":"Mental health; Conversation; Psychiatry; Chronic pain; Medicine; Multidisciplinary approach; Population; Opioid; Psychological intervention; Psychology; Political science; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001746573,0.0003962678,0.001587204,0.0003777927,0.0001800093,0.00003432155,0.000288853,0.000150302,0.0002962574],"category_scores_gemma":[0.0000886877,0.0001964537,0.0005856522,0.0003016287,0.00007636602,0.00003786822,0.00007749796,0.0008643534,0.00005668201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008496432,"about_ca_system_score_gemma":0.0008233809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007658955,"about_ca_topic_score_gemma":0.00001639666,"domain_scores_codex":[0.9965514,0.001138124,0.001180955,0.0003052272,0.0004376973,0.0003865869],"domain_scores_gemma":[0.9975113,0.0006506585,0.001111769,0.0002919319,0.0000919021,0.000342477],"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":[0.00125543,0.0003773588,0.00002531286,0.01065486,0.00333376,0.0001126606,0.008252772,0.000008505929,0.000005838726,0.00002259008,0.302804,0.6731469],"study_design_scores_gemma":[0.007139796,0.002352792,0.00004671802,0.008023851,0.002098705,0.0003937073,0.002762648,0.0000242116,0.000002386483,0.00002379193,0.9769762,0.0001552065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006888097,0.9056245,0.00003018852,0.0869721,0.003382568,0.003218926,0.00004843936,0.00001917756,0.00001526991],"genre_scores_gemma":[0.0007326508,0.9892393,0.0000218711,0.008458676,0.001127928,0.0001901003,0.00002903102,0.00007029019,0.0001301023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6741722,"threshold_uncertainty_score":0.801115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751218411786312,"score_gpt":0.394322421681932,"score_spread":0.3468102375640689,"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."}}