{"id":"W6958888627","doi":"10.6084/m9.figshare.8330807","title":"Additional file 3: of Concurrent psychiatry for patients enrolled in opioid agonist treatment: a propensity score matched cohort study in Ontario Canada","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Propensity score matching; Mental health; Cohort study; Opioid; Medical prescription; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009907774,0.0005487666,0.0009821417,0.002105665,0.002049093,0.001194602,0.001452356,0.0006438313,0.3808672],"category_scores_gemma":[0.01661194,0.0004584127,0.001387926,0.004526687,0.0004039077,0.0009729345,0.0006922563,0.0008786459,0.01108565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645479,"about_ca_system_score_gemma":0.01084177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8039419,"about_ca_topic_score_gemma":0.8236051,"domain_scores_codex":[0.9990742,0.00009595511,0.0001622007,0.0001860479,0.0002362593,0.0002452647],"domain_scores_gemma":[0.9907386,0.003223849,0.001510701,0.000664948,0.003310335,0.0005516288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003265675,0.00006421889,0.1048214,0.001162846,0.0001789696,0.00009658592,0.0002307148,0.00041292,0.00006684775,0.0008128671,0.8858923,0.005933766],"study_design_scores_gemma":[0.00359368,0.000167259,0.8013086,0.003942292,0.0005591637,0.0005580024,0.001546342,0.003083143,0.0003808967,0.002367956,0.1823288,0.0001638812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003758034,0.00005951033,0.0001636646,0.000227736,0.00002766414,0.0001859282,0.993394,0.00005624731,0.002127256],"genre_scores_gemma":[0.2037747,0.0005512123,0.003121579,0.001461323,0.0001597029,0.00387834,0.7576327,0.000337315,0.02908312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3808672,"threshold_uncertainty_score":0.8831177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675714757271705,"score_gpt":0.2408650627455339,"score_spread":0.2141079151728168,"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."}}