{"id":"W3019425301","doi":"10.1186/s13293-020-00298-4","title":"Social functioning outcomes in men and women receiving medication-assisted treatment for opioid use disorder","year":2020,"lang":"en","type":"article","venue":"Biology of Sex Differences","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; NOSM University; McMaster University","funders":"Canadian Institutes of Health Research; Mach-Gaensslen Foundation of Canada","keywords":"Opioid use disorder; Medicine; Addiction; Demography; Psychiatry; Logistic regression; Internal medicine; Opioid","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":[0.000578351,0.0002291503,0.0003580635,0.0007981117,0.0007967828,0.0006592124,0.0003169599,0.0002938476,0.001731433],"category_scores_gemma":[0.002049974,0.0001767704,0.0003719121,0.0007519434,0.0005333232,0.0003880383,0.000717592,0.0003737767,0.0001513008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052971,"about_ca_system_score_gemma":0.0006500321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04556566,"about_ca_topic_score_gemma":0.08941482,"domain_scores_codex":[0.9996819,0.00007308403,0.00002400074,0.00004603852,0.00006830786,0.0001067394],"domain_scores_gemma":[0.9993198,0.00008784381,0.0002874848,0.00001478817,0.00005306051,0.0002371684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005708548,0.00002109143,0.998643,0.000004547938,0.00001908586,0.00004039182,0.0002831535,0.000006253332,0.00002771833,0.000007474843,0.00005783213,0.0008323615],"study_design_scores_gemma":[0.00000379712,0.00004829573,0.9992291,0.000004283217,0.000006093172,0.00003837827,0.0005867353,0.00001862211,0.000006178246,0.000007580416,0.00004969322,0.000001282599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992917,0.0001767334,0.00000625258,0.0000490952,0.000003857632,0.000005550981,0.0001490977,6.75249e-7,0.0003170857],"genre_scores_gemma":[0.9996232,0.00008489055,0.000009484701,0.00002759488,0.000004590974,0.00000627805,0.0001433712,3.637154e-7,0.0001001148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04556566,"threshold_uncertainty_score":0.09060091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07048024540490852,"score_gpt":0.3170411093761669,"score_spread":0.2465608639712583,"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."}}