{"id":"W4224227852","doi":"10.17269/s41997-022-00640-w","title":"A novel home- and community-based mobile outreach detoxification service for individuals identifying problematic substance use: implementation and program evaluation","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Outreach; Context (archaeology); Mental health; Substance abuse; Business; Public relations; Service delivery framework; Addiction; Service (business); Medicine; Psychology; Nursing; Political science; Psychiatry; Marketing; Economic growth; Geography; Economics","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":[0.002388939,0.0009095198,0.0008705499,0.0009088134,0.002600009,0.001004823,0.002162483,0.001312487,0.008958939],"category_scores_gemma":[0.003626651,0.0004810457,0.001202647,0.0005988208,0.001047915,0.001154054,0.00307797,0.001621771,0.001016275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719769,"about_ca_system_score_gemma":0.01211768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02399903,"about_ca_topic_score_gemma":0.06602523,"domain_scores_codex":[0.9983723,0.0006277452,0.00008457847,0.0001839002,0.0003131445,0.0004184329],"domain_scores_gemma":[0.9978294,0.0003912289,0.0001772393,0.0001606717,0.0002915407,0.001149962],"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":[0.02418,0.2878613,0.03824848,0.001722099,0.0004225599,0.0007895158,0.003487373,0.001622379,0.005877872,0.0005631953,0.008355261,0.62687],"study_design_scores_gemma":[0.1049785,0.4958259,0.3372537,0.001776261,0.001983998,0.001298698,0.01741615,0.01189516,0.006919012,0.001803946,0.01845041,0.0003981677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810844,0.0001293614,0.001939551,0.0008403723,0.0001221165,0.01299073,0.0005911898,0.0003669799,0.001935265],"genre_scores_gemma":[0.9152866,0.0009692576,0.03810851,0.002183696,0.00018151,0.03563482,0.001243063,0.00008593033,0.006306632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399903,"threshold_uncertainty_score":0.0477187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093790896127314,"score_gpt":0.4202149842700101,"score_spread":0.2108358946572788,"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."}}