{"id":"W4362467007","doi":"10.7870/cjcmh-2023-001","title":"Improving Access to Substance Use Treatment for Women: The Integrated Relapse Prevention Program","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Toronto East General Hospital","funders":"","keywords":"Craving; Relapse prevention; Alcohol use disorder; Substance use; Medicine; Pilot program; Alcohol; Psychiatry; Psychotherapist; Psychology; Addiction; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007588975,0.0003503978,0.0002984102,0.0005518058,0.002785517,0.0005916979,0.001269914,0.0003378039,0.006680898],"category_scores_gemma":[0.002134822,0.0001993882,0.0004282497,0.0007440272,0.000511796,0.0003458808,0.002040713,0.0009029309,0.000329424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01168061,"about_ca_system_score_gemma":0.06382778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8614221,"about_ca_topic_score_gemma":0.9657788,"domain_scores_codex":[0.9992694,0.0001085909,0.0000213326,0.00005144759,0.0002276899,0.0003215763],"domain_scores_gemma":[0.9986896,0.00006008327,0.00006530953,0.00003347613,0.0001577362,0.0009937495],"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":[0.001634579,0.009649605,0.07266356,0.0006287008,0.0001353306,0.0006558158,0.004794086,0.0005256666,0.002980189,0.001037726,0.0552754,0.8500193],"study_design_scores_gemma":[0.003559215,0.005642038,0.9004339,0.0007098181,0.0004817334,0.0005501811,0.007927721,0.001550753,0.001622495,0.0006744326,0.07674402,0.0001036992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351456,0.002030039,0.001284986,0.01752939,0.0002639832,0.005402955,0.001729198,0.0005083418,0.03610566],"genre_scores_gemma":[0.9524498,0.004946628,0.01909984,0.003733943,0.0001841657,0.002576901,0.001415886,0.0000444948,0.01554835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8614221,"threshold_uncertainty_score":0.278788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472362321352474,"score_gpt":0.4012023089479644,"score_spread":0.253966076812717,"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."}}