{"id":"W2897055705","doi":"","title":"Alcohol use among Older Adults in Inpatient Psychiatry in Ontario: Individual and Community Factors Related to Problematic Use","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Medicine; Gerontology; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719939,0.0002097427,0.0002775011,0.0008649247,0.001873016,0.0009186837,0.000667588,0.0003209173,0.001533821],"category_scores_gemma":[0.001662088,0.0002788061,0.0003997019,0.002430003,0.0005554471,0.0004951087,0.001098394,0.0005640421,0.0001480882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009035471,"about_ca_system_score_gemma":0.008649275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9216892,"about_ca_topic_score_gemma":0.9674042,"domain_scores_codex":[0.9994734,0.00004336521,0.00006972699,0.00005845519,0.0001859842,0.0001691188],"domain_scores_gemma":[0.9983823,0.0000701867,0.0007526032,0.00004057371,0.0003702078,0.0003840502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001570405,0.00001800453,0.9979626,0.0000196223,0.00001111562,0.00005103017,0.0008359746,0.00001131342,0.00005497759,0.00001199303,0.0001901785,0.0008174141],"study_design_scores_gemma":[0.00000132421,0.00001205533,0.9985117,0.00001599423,0.000006866954,0.00002621545,0.001176057,0.00003811718,0.000007698643,0.000005418744,0.0001967391,0.000001833971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974432,0.0003180678,0.0000339371,0.0002515145,0.000005953241,0.00004150105,0.0007993898,0.000003276968,0.001103217],"genre_scores_gemma":[0.9987697,0.0003065754,0.00007082735,0.0000939482,0.000008207724,0.00001740644,0.0003738364,0.000001566567,0.0003578987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07831079,"threshold_uncertainty_score":0.1575439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966155552294973,"score_gpt":0.2719932423529327,"score_spread":0.242331686829983,"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."}}