{"id":"W2550706702","doi":"","title":"Health service utilization among demented individuals with or without mood disorders in Canada","year":2015,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Mood disorders; Mood; Gerontology; Psychiatry; Psychology; Medicine; Clinical psychology; Anxiety; Disease; Internal medicine","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":[0.0004221973,0.0002493081,0.0003676873,0.001693828,0.002504488,0.0009223234,0.0008099149,0.0003017975,0.001821226],"category_scores_gemma":[0.001717277,0.0002099117,0.0005936091,0.003378739,0.0004673124,0.0002444707,0.0008543204,0.0005788981,0.0001300121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02698097,"about_ca_system_score_gemma":0.03027338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953995,"about_ca_topic_score_gemma":0.9973968,"domain_scores_codex":[0.9993002,0.00004235227,0.00004391876,0.00006751485,0.0002624735,0.0002834956],"domain_scores_gemma":[0.999141,0.00003584254,0.0001522035,0.00001518306,0.0003554776,0.0003002184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006485638,0.00006183619,0.988347,0.00007121185,0.0000622398,0.00008338811,0.0008649728,0.0000816479,0.00007256874,0.0001422563,0.002377455,0.007770522],"study_design_scores_gemma":[0.000005012534,0.00001207176,0.9980931,0.00004296413,0.00001725348,0.00002987687,0.001018633,0.0001238033,0.00002220192,0.00002131866,0.0006078757,0.00000593903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883862,0.001401877,0.00004159607,0.0006794331,0.00001994862,0.0000569011,0.005061762,0.000007536678,0.004344805],"genre_scores_gemma":[0.9956514,0.001204509,0.00009943597,0.0002036517,0.000008302281,0.00001694119,0.002006711,0.000002107176,0.0008069034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02698097,"threshold_uncertainty_score":0.1957615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582375600878796,"score_gpt":0.2894582663417473,"score_spread":0.2636345103329593,"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."}}