{"id":"W6939243880","doi":"10.6084/m9.figshare.21628708.v1","title":"Additional file 1 of Stimulant use disorder diagnosis and opioid agonist treatment dispensation following release from prison: a cohort study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Opioid use disorder; Stimulant; Mental illness; Odds; Odds ratio; Cohort; Mental health; Substance abuse","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001380619,0.0008198255,0.0009250988,0.00195158,0.001513404,0.0009118333,0.001231784,0.000935323,0.5570186],"category_scores_gemma":[0.01935422,0.0004929099,0.0008371873,0.00384573,0.0001950057,0.001731863,0.0009502527,0.001048565,0.03931493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632301,"about_ca_system_score_gemma":0.00297572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04059728,"about_ca_topic_score_gemma":0.04173452,"domain_scores_codex":[0.9989104,0.0002100058,0.0002701477,0.0002445677,0.0001924939,0.0001722538],"domain_scores_gemma":[0.9896679,0.004640599,0.001991004,0.0007485705,0.002524682,0.0004272159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002538034,0.0001055982,0.01972342,0.001345032,0.00006225672,0.00008251136,0.0001898151,0.000187899,0.00003419053,0.0006617666,0.9726018,0.004751861],"study_design_scores_gemma":[0.005055742,0.000852193,0.4492244,0.01775188,0.0005093187,0.001737252,0.003751191,0.003299657,0.0005542269,0.007412732,0.509562,0.0002894223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001291959,0.00003699156,0.0001504848,0.0001635691,0.00002233711,0.0003222515,0.9966097,0.00003743207,0.001365199],"genre_scores_gemma":[0.03897497,0.0004831031,0.00273509,0.001159405,0.0001831788,0.01170333,0.9305617,0.0002214494,0.01397775],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5570186,"threshold_uncertainty_score":0.6318592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751474606644214,"score_gpt":0.2693709158531598,"score_spread":0.2418561697867177,"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."}}