{"id":"W4312036880","doi":"10.1093/geroni/igac059.2591","title":"THE ASSOCIATION BETWEEN ACCESS TO MEDICAL CARE AND RESIDENT OUTCOMES IN NURSING HOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polypharmacy; Minimum Data Set; Logistic regression; Family medicine; Test (biology); Population; Nursing; Gerontology; Nursing homes; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003384463,0.0002271304,0.0003732104,0.0008807238,0.0003608132,0.0008728997,0.0005333224,0.0003043367,0.002345613],"category_scores_gemma":[0.02380876,0.0001572322,0.0005325309,0.001098655,0.0003608722,0.0006893238,0.001113478,0.000606336,0.0001585803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916567,"about_ca_system_score_gemma":0.0005456445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031367,"about_ca_topic_score_gemma":0.0119325,"domain_scores_codex":[0.9977205,0.001143491,0.0002482088,0.0002277636,0.0004521869,0.0002077697],"domain_scores_gemma":[0.9757347,0.009400978,0.01078197,0.0009183148,0.001523152,0.001640872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004590005,0.00004391018,0.9979554,0.00001160354,0.0000726138,0.00001779321,0.00007950613,0.0001153149,0.0000168308,0.00003385891,0.00005312301,0.00155407],"study_design_scores_gemma":[0.00000455273,0.0001369168,0.9982462,0.00001728738,0.00003238038,0.00005527921,0.0003080878,0.0009039846,0.00003792099,0.00014986,0.0001028879,0.000004563524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990289,0.0001592986,0.0002087845,0.0000833362,0.000004063157,0.000004868058,0.0001700855,0.000004906256,0.000335822],"genre_scores_gemma":[0.9996165,0.00004666806,0.000115352,0.00001252076,0.000006863965,0.000005112178,0.0001047297,0.000001107883,0.00009106671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008031367,"threshold_uncertainty_score":0.01789892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573238480566202,"score_gpt":0.4545811779717401,"score_spread":0.4088487931660781,"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."}}