{"id":"W4408148672","doi":"10.1097/cxa.0000000000000228","title":"Qualitative Study Exploring Implementation of Digital CBT for Substance Use Disorders in Ontario, Canada: Delivery of “Breaking Free” at Hôtel-Dieu Grace Healthcare in Windsor-Essex","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu Grace Healthcare; Homewood Research Institute","funders":"","keywords":"Windsor; Substance use; Qualitative research; Psychology; Medicine; Psychiatry; Sociology; Environmental science; Anthropology","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":[0.005189159,0.0004325768,0.0006065082,0.0008583656,0.01735127,0.002667504,0.002614538,0.001114428,0.003866272],"category_scores_gemma":[0.007875917,0.0005843429,0.0003993589,0.001850219,0.009099043,0.001181939,0.003257488,0.001940088,0.0002219628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0785597,"about_ca_system_score_gemma":0.08972871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9252416,"about_ca_topic_score_gemma":0.9690554,"domain_scores_codex":[0.9947802,0.002258174,0.0001910678,0.0004253303,0.0007405215,0.001604706],"domain_scores_gemma":[0.9907547,0.003507637,0.000786131,0.0002193294,0.00187921,0.002853062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006207908,0.00008072097,0.006480027,0.0002210754,0.000006206135,0.00130246,0.9821098,0.00008225114,0.0009565334,0.0007733094,0.001884211,0.006041481],"study_design_scores_gemma":[0.000008568817,0.00007505079,0.007321115,0.0001972682,0.000006366808,0.0001147007,0.9772269,0.0001075372,0.0002286719,0.00004737377,0.01464814,0.00001846561],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841644,0.0006163464,0.001456552,0.003450813,0.00007990035,0.0006402097,0.0003917155,0.00003058633,0.009169492],"genre_scores_gemma":[0.9853538,0.0008221345,0.001772212,0.001797338,0.00001869893,0.0004262774,0.0001420788,0.00003631055,0.009631217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0785597,"threshold_uncertainty_score":0.5699933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020509419917506,"score_gpt":0.3936389112405098,"score_spread":0.2915879692487592,"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."}}