{"id":"W3004533595","doi":"10.1177/0733464819901255","title":"How Often, Where, and by Which Specialty Do Long-Term Care Home Residents Receive Specialist Physician Care? A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère; Ottawa Hospital; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; Government of Ontario","keywords":"Medicine; Long-term care; Specialty; Cohort; Retrospective cohort study; Dementia; Family medicine; Gerontology; Nursing homes; Cohort study; Nursing; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003327983,0.0003561952,0.001383946,0.0001478091,0.0005420052,0.00007808001,0.0003718443,0.0003550155,0.0001128847],"category_scores_gemma":[0.00009893432,0.0003176138,0.0001273889,0.0003860795,0.0001268522,0.0001789954,0.0001481477,0.00129455,0.00002188219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136916,"about_ca_system_score_gemma":0.0003544199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246623,"about_ca_topic_score_gemma":0.005414987,"domain_scores_codex":[0.9969394,0.0003747605,0.000863362,0.0005699926,0.0006395197,0.000612963],"domain_scores_gemma":[0.9968461,0.0001624432,0.001207653,0.0003205082,0.001088112,0.0003751962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925266,0.0001507842,0.8214459,0.0002620361,0.0003396806,0.0001249699,0.09023581,5.328944e-7,0.0002881269,0.0001157862,0.08069961,0.004411441],"study_design_scores_gemma":[0.003279748,0.001166348,0.8759645,0.00008345069,0.0003362883,0.00001073219,0.1165881,1.689822e-7,0.00004313539,0.0001825463,0.002071795,0.000273211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785074,0.004580983,0.00005728445,0.004012036,0.002006145,0.001623691,0.00006877494,0.00003929491,0.009104404],"genre_scores_gemma":[0.9947355,0.0004960021,0.0001029738,0.0004750545,0.003936289,0.00003592998,0.00002627784,0.00005158067,0.0001403754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07862782,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294334978337827,"score_gpt":0.3366936089160567,"score_spread":0.3137502591326784,"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."}}