{"id":"W4403823940","doi":"10.1093/eurpub/ckae144.1591","title":"Innovations in residential treatment that promote multi-drug addiction recovery","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Addiction; Drug; Addiction treatment; Business; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003460829,0.0002135214,0.000153354,0.0005935384,0.005384642,0.002261745,0.001848244,0.001433891,0.008221046],"category_scores_gemma":[0.006131865,0.0001708819,0.0004495826,0.0005736666,0.005804708,0.001643097,0.006295618,0.002060536,0.000626165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004348441,"about_ca_system_score_gemma":0.007789475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004305128,"about_ca_topic_score_gemma":0.0163682,"domain_scores_codex":[0.9945059,0.004274089,0.00006599738,0.0001468829,0.0003123437,0.0006945958],"domain_scores_gemma":[0.9953498,0.001783937,0.0004772072,0.0003282025,0.0003508094,0.001709951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002156186,0.00481288,0.02107447,0.001936444,0.00004828875,0.004702648,0.5373814,0.001818735,0.004150541,0.0597327,0.04048595,0.3236403],"study_design_scores_gemma":[0.0002200926,0.001445079,0.03696862,0.001538016,0.00005036413,0.001877415,0.6335691,0.002189412,0.001761374,0.01360901,0.3066778,0.00009362721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275879,0.001652755,0.01446875,0.04614435,0.0006617107,0.001367379,0.00007663591,0.0004151891,0.1076254],"genre_scores_gemma":[0.9869773,0.0005422944,0.006987535,0.001664708,0.0001142909,0.0002491389,0.000018471,0.00002122851,0.003425148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008221046,"threshold_uncertainty_score":0.03155029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152344334376691,"score_gpt":0.4136378473193849,"score_spread":0.2612935129426939,"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."}}