{"id":"W3007841271","doi":"10.1017/s0714980819000771","title":"Determinants of Overnight Stay in Health Centres and Length of Admission: A Study of Canadian Seniors","year":2020,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Global Health Care Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Logistic regression; Hospital admission; Diabetes mellitus; Demography; Multivariate analysis; Stroke (engine); Binomial regression; Gerontology; Emergency medicine; Internal medicine","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":[0.0005861639,0.0002911834,0.0003588218,0.001238956,0.002170298,0.001036728,0.000919343,0.0004972038,0.001822036],"category_scores_gemma":[0.002318712,0.0002832688,0.0006496338,0.00325543,0.0006057396,0.0004146031,0.0007657362,0.0007050876,0.0001863032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008885353,"about_ca_system_score_gemma":0.01120267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753749,"about_ca_topic_score_gemma":0.9788968,"domain_scores_codex":[0.9993693,0.00003705906,0.00004028769,0.00005809201,0.0002507363,0.0002445221],"domain_scores_gemma":[0.9985751,0.00007906613,0.000342,0.00003716982,0.0003984981,0.0005681404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004038403,0.00003524125,0.995994,0.00002233975,0.00002689603,0.00006193438,0.0008400641,0.00002957838,0.00005927679,0.00004778238,0.0004476871,0.002394814],"study_design_scores_gemma":[0.000001975251,0.00002484981,0.998681,0.00001695907,0.000006707073,0.00004214075,0.0008816324,0.00006171229,0.00000740903,0.0000112159,0.0002592474,0.000005204151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972214,0.0003634304,0.00003961281,0.0001871683,0.00001128946,0.0000172135,0.001004462,0.000003251127,0.001152172],"genre_scores_gemma":[0.9989573,0.0002311175,0.00005596901,0.0000588035,0.000006292636,0.000004853432,0.0004262377,0.000001472,0.0002579566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462512,"threshold_uncertainty_score":0.06446803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295492744354576,"score_gpt":0.3279215389208496,"score_spread":0.2949666114773039,"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."}}