{"id":"W4308767359","doi":"10.1093/ageing/afac246","title":"Frailty change based on minimally important difference in nursing home residents: FIRST cohort study findings.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Frailty Index; Prospective cohort study; Odds ratio; Cohort; Cohort study; Gerontology; Population; Nursing homes; Malnutrition; Demography; Internal medicine; Nursing","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":[0.004040719,0.0005626415,0.0004288161,0.0008636547,0.0008125827,0.0009844496,0.0007838319,0.0005091203,0.0009129412],"category_scores_gemma":[0.004574533,0.0005402469,0.001389869,0.0008524415,0.0003103349,0.0007012058,0.001026658,0.001073884,0.0002729217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007991798,"about_ca_system_score_gemma":0.000897109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0609214,"about_ca_topic_score_gemma":0.08060042,"domain_scores_codex":[0.9991282,0.0002597261,0.00008582536,0.0002111506,0.0001795132,0.0001356289],"domain_scores_gemma":[0.9973884,0.0003064456,0.0009194292,0.000453581,0.0005332043,0.0003989245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001608543,0.00005699759,0.998211,0.00001451177,0.0001776031,0.00005289368,0.0003051523,0.0000146502,0.00007680397,0.00001332395,0.0001235766,0.0007927211],"study_design_scores_gemma":[0.00002172982,0.0001575871,0.9989869,0.00001505409,0.00008503911,0.0001443897,0.0002496727,0.0001316855,0.00003246645,0.00001180833,0.0001574343,0.000006224339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987557,0.0002051075,0.0001671328,0.00003079347,0.00000974778,0.00004321868,0.0006270656,0.000003591399,0.0001575702],"genre_scores_gemma":[0.9985232,0.0001087989,0.0002908492,0.00003340801,0.000009851403,0.00006085487,0.0006757547,0.000002914867,0.0002944778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0609214,"threshold_uncertainty_score":0.1211336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379815014782385,"score_gpt":0.2827116419080579,"score_spread":0.2389134917602341,"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."}}