{"id":"W4200462936","doi":"10.1186/s13033-021-00512-9","title":"Shifting North American drug markets and challenges for the system of care","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Provincial Health Services Authority; University of British Columbia Hospital; BC Mental Health & Substance Use Services; University of British Columbia","funders":"University of British Columbia","keywords":"Revenue; Health care; Corporate governance; Public health; Health administration; Business; Competition (biology); Legislation; Drug; Health economics; Public economics; Medicine; Economics; Economic growth; Psychiatry; Political science; Finance; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005435944,0.0002196269,0.0003172952,0.0009632095,0.006640924,0.007655823,0.001337784,0.004191132,0.01084955],"category_scores_gemma":[0.005973327,0.0002345304,0.0004407791,0.001575274,0.005654948,0.004745434,0.005128532,0.00612353,0.0006239717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01623648,"about_ca_system_score_gemma":0.02327173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06666681,"about_ca_topic_score_gemma":0.1288188,"domain_scores_codex":[0.9962236,0.001414829,0.0001306948,0.0003716356,0.0008077713,0.001051365],"domain_scores_gemma":[0.9935121,0.001187634,0.0008411306,0.0002057919,0.001150025,0.003103371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001538988,0.0003584769,0.02903594,0.0004841978,0.0001329298,0.001260164,0.01095976,0.002007401,0.0007066185,0.5804008,0.2282882,0.1462116],"study_design_scores_gemma":[0.00007511686,0.000186109,0.07571948,0.001134014,0.0000477905,0.001129293,0.03309772,0.002481804,0.0003109973,0.2036033,0.6820222,0.0001922144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04530707,0.01077717,0.001129695,0.9110841,0.0008949206,0.00001961876,0.0001709472,0.00003260205,0.03058389],"genre_scores_gemma":[0.8269889,0.01930137,0.003850949,0.1360035,0.001598675,0.0001014178,0.0001811421,0.0000386892,0.01193549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06666681,"threshold_uncertainty_score":0.1325575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240571277464357,"score_gpt":0.3288502330170487,"score_spread":0.3064445202424051,"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."}}