{"id":"W1497745976","doi":"10.1921/gpwk.v24i1.775","title":"Psychosocial groupwork for older adults having substance use and mental health issues","year":2014,"lang":"en","type":"article","venue":"Groupwork","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"World Health Organization","keywords":"Mental health; Outreach; Psychology; Peer support; Psychosocial; Mutual aid; Support group; Addiction; Harm reduction; Substance use; Clinical psychology; Psychiatry; Medicine; Nursing; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357576,0.0002535385,0.0004665437,0.00006576565,0.0003055066,0.00005418306,0.00007201353,0.000102948,0.00004451532],"category_scores_gemma":[0.0000552935,0.0002155934,0.0001284888,0.0001734469,0.00007438188,0.0002200706,0.00001352709,0.0001216922,0.00001668989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101666,"about_ca_system_score_gemma":0.0000176436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000479644,"about_ca_topic_score_gemma":0.0004066642,"domain_scores_codex":[0.9984991,0.00004427789,0.0002994185,0.0004402574,0.0002317114,0.0004852364],"domain_scores_gemma":[0.9991328,0.0001922465,0.0001239289,0.0002916659,0.00005315209,0.0002062138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086599,0.0002136234,0.9151602,0.0001146277,0.0001128656,0.000004565387,0.01251191,2.127717e-7,0.00002912285,0.001730287,0.02704359,0.0419924],"study_design_scores_gemma":[0.01252411,0.0005632877,0.9634628,0.001480115,0.00008806015,0.00002083924,0.00199598,0.0001159249,0.0001266149,0.0005746017,0.01862258,0.0004250719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874225,0.004884467,0.0009003028,0.004702493,0.0006727133,0.001141276,0.00000730012,0.0001667838,0.0001021815],"genre_scores_gemma":[0.9858084,0.0007504018,0.009027424,0.002231454,0.0008209036,0.00008892076,0.0001117155,0.0000561737,0.001104562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04830261,"threshold_uncertainty_score":0.8791642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213062845812433,"score_gpt":0.3041405173382338,"score_spread":0.2820098888801095,"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."}}