{"id":"W2732819228","doi":"10.1093/geroni/igx004.3473","title":"ADVANCING HOSPITAL CARE FOR OLDER ADULTS: SCIENCE, POLICY, AND PRACTICE FROM FOUR GLOBAL PARTNERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Harm; Unintended consequences; Delirium; Scale (ratio); Quality (philosophy); Nursing; Psychology; Medicine; Political science; Psychiatry; Geography","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":[0.07110786,0.001254625,0.001078887,0.002796732,0.006957998,0.0180323,0.002537589,0.01414212,0.006366113],"category_scores_gemma":[0.0617459,0.0009090438,0.0009741798,0.003407117,0.009954016,0.01332275,0.02721582,0.02000143,0.00159537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282995,"about_ca_system_score_gemma":0.05839075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007442534,"about_ca_topic_score_gemma":0.01308516,"domain_scores_codex":[0.9651918,0.02052175,0.001822019,0.001507211,0.007570676,0.003386545],"domain_scores_gemma":[0.9114653,0.02560414,0.00249121,0.00338676,0.01400291,0.04304964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001421734,0.0006456049,0.006666264,0.002081163,0.00009649502,0.0004423553,0.01475582,0.000487435,0.0006429036,0.08320987,0.5657513,0.3250787],"study_design_scores_gemma":[0.000150754,0.0003794465,0.005774724,0.006688462,0.00007684333,0.0003199296,0.01968468,0.0003773214,0.0004511408,0.04764956,0.9183219,0.0001252384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0016612,0.0233404,0.0005789741,0.965571,0.003383094,0.00007237394,0.00002581778,0.00002812623,0.005338984],"genre_scores_gemma":[0.09553466,0.1595952,0.01208687,0.7026392,0.00944889,0.0008038617,0.0002113079,0.0001762502,0.01950383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07110786,"threshold_uncertainty_score":0.3760588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293230879083604,"score_gpt":0.4598660891575013,"score_spread":0.4269337803666652,"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."}}