{"id":"W4382242643","doi":"10.1097/cxa.0000000000000177","title":"Description and Initial Evaluation of a Postdischarge Intervention to Support Transition of Care in Substance Use Disorder Treatment","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Medicine; Intervention (counseling); Addiction; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005470076,0.0005468743,0.0003906331,0.0007673666,0.00367065,0.00136033,0.001915463,0.001192775,0.005828483],"category_scores_gemma":[0.00983886,0.0003544009,0.0008668025,0.0005676951,0.0009983683,0.0007490256,0.00400521,0.002166676,0.0005373368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005764093,"about_ca_system_score_gemma":0.0179111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007271144,"about_ca_topic_score_gemma":0.02173818,"domain_scores_codex":[0.9935054,0.004306674,0.0003567079,0.000255288,0.0005669431,0.001009001],"domain_scores_gemma":[0.9943839,0.001174097,0.0003454449,0.0002723548,0.001029933,0.002794192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005102829,0.06078032,0.02638126,0.004351784,0.0001743841,0.003663078,0.06772177,0.001720951,0.00442023,0.003500971,0.01825929,0.8039232],"study_design_scores_gemma":[0.02022621,0.1224898,0.2855187,0.005950361,0.0006179787,0.003395217,0.2743847,0.005048899,0.01127896,0.00400202,0.2667104,0.0003768981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143375,0.001356441,0.007276654,0.009023794,0.0009593451,0.03406394,0.0009106527,0.000263278,0.03180841],"genre_scores_gemma":[0.9097663,0.001791072,0.04147507,0.003265233,0.0003243291,0.03465684,0.001085245,0.00006738696,0.007568551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007271144,"threshold_uncertainty_score":0.04182166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09227570960833732,"score_gpt":0.3832098188879378,"score_spread":0.2909341092796005,"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."}}