{"id":"W2162021208","doi":"10.5770/cgj.18.122","title":"A Long-Term Care—Comprehensive Geriatric Assessment (LTC-CGA) Tool: Improving Care for Frail Older Adults?","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Long-term care; Stakeholder; Gerontology; Geriatrics; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006143715,0.0003700954,0.0003599963,0.001467322,0.0009934836,0.001332452,0.0009003291,0.0005469137,0.001646723],"category_scores_gemma":[0.02422136,0.0001288271,0.0003469482,0.001186607,0.0005586311,0.0009744541,0.001696042,0.0006558957,0.0003338334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325418,"about_ca_system_score_gemma":0.009889586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05320675,"about_ca_topic_score_gemma":0.1538135,"domain_scores_codex":[0.9976166,0.001229013,0.0002948568,0.0001599276,0.0004972148,0.0002023699],"domain_scores_gemma":[0.9870715,0.003950302,0.002827831,0.0004192983,0.003457951,0.002273289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002911708,0.0006789393,0.6423874,0.001864625,0.00009024432,0.0008064541,0.02342893,0.0003482097,0.001269017,0.0003574205,0.03360446,0.2948731],"study_design_scores_gemma":[0.00005582608,0.0006248154,0.9623904,0.002239796,0.000075894,0.0005118643,0.01847155,0.0008664867,0.0005331396,0.0002482749,0.01390932,0.00007258866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675509,0.002679123,0.002265468,0.01224679,0.0002211955,0.002094929,0.002929691,0.0002700562,0.009741791],"genre_scores_gemma":[0.9790719,0.001436605,0.01554756,0.0009902335,0.00005589116,0.001059536,0.001054497,0.0000116754,0.0007720795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05320675,"threshold_uncertainty_score":0.1057941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367532670768673,"score_gpt":0.3533046640127989,"score_spread":0.3196293373051121,"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."}}