{"id":"W2749895937","doi":"10.1186/s13011-017-0120-7","title":"Chronic pain and opioid misuse: a review of reviews","year":2017,"lang":"en","type":"review","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Pierre Elliott Trudeau Foundation","keywords":"Health psychology; Opioid; Pain medicine; Chronic pain; Public health; Medicine; Psychiatry; Psychology; Nursing; Internal medicine; Anesthesiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005945371,0.0007639343,0.003716675,0.0002843589,0.0001320026,0.00003149164,0.0001410474,0.0002357101,0.00014091],"category_scores_gemma":[0.0001067987,0.0005239387,0.0008695929,0.0002494255,0.0001585086,0.000116098,0.00002015578,0.0001630497,0.00005240435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006358789,"about_ca_system_score_gemma":0.0008789196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007679408,"about_ca_topic_score_gemma":0.0001003182,"domain_scores_codex":[0.9970982,0.0005098348,0.00115179,0.0006584026,0.0002112511,0.0003705012],"domain_scores_gemma":[0.9971375,0.0001024119,0.001213192,0.001229137,0.00006663923,0.0002510563],"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":[0.000008132055,0.0002263786,0.00003377393,0.2316236,0.0004275349,0.00001478873,0.0003681132,1.412293e-9,1.975112e-7,0.0001061257,0.0004535881,0.7667378],"study_design_scores_gemma":[0.001123419,0.0007980693,0.00003278649,0.3142718,0.003246594,0.00005163761,0.00000575637,2.083936e-7,0.000001011509,0.00003822283,0.6802158,0.00021468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004292432,0.9932042,0.00000694858,0.0002236326,0.00006370513,0.005698928,0.00007632206,0.00004111688,0.000642178],"genre_scores_gemma":[0.000003352581,0.9890712,0.000255123,0.0001334954,0.0002735523,0.001097745,0.0005564589,0.00007254953,0.008536536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7665231,"threshold_uncertainty_score":0.9997212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309988811946036,"score_gpt":0.4267764731042334,"score_spread":0.343676584984773,"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."}}