{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008934507,0.0002704307,0.0003236537,0.0008243396,0.001042119,0.000881628,0.0008390121,0.0004235404,0.001034943],"category_scores_gemma":[0.002415467,0.0004869913,0.0005647796,0.001912668,0.0004773438,0.0005606589,0.000578318,0.0005427695,0.0003279255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627797,"about_ca_system_score_gemma":0.002399691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5257003,"about_ca_topic_score_gemma":0.6536394,"domain_scores_codex":[0.9990869,0.00008622034,0.000119889,0.0002546813,0.0002208521,0.0002314366],"domain_scores_gemma":[0.9978732,0.0001539631,0.00101684,0.0002165347,0.0004781482,0.0002612457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004290984,0.00001162048,0.9989824,0.00001072929,0.00003557442,0.00003950778,0.0001887007,0.00001120117,0.00004595579,0.00001006742,0.0002129236,0.0004083808],"study_design_scores_gemma":[0.000004846461,0.00003081937,0.9988735,0.0000158102,0.00002442719,0.0001157896,0.0004792907,0.00006548654,0.0000204096,0.000009158954,0.0003557004,0.000004773604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959962,0.0003229478,0.000103077,0.00005699905,0.00000663838,0.00003298849,0.002958431,0.000004434844,0.000518222],"genre_scores_gemma":[0.9973208,0.0002464998,0.0001197401,0.0000579385,0.000007049897,0.00003202326,0.001873328,0.000003777157,0.0003388761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5257003,"threshold_uncertainty_score":0.9541858,"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."}}