{"id":"W3047550207","doi":"10.1111/ajag.12829","title":"FRAIL scale: Predictive validity and diagnostic test accuracy","year":2020,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Youden's J statistic; Receiver operating characteristic; Scale (ratio); Medicine; Predictive validity; Positive predicative value; Test (biology); Statistics; Gerontology; Predictive value; Internal medicine; Mathematics; Clinical psychology; Cartography","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":[0.009237554,0.0005799754,0.0008810511,0.002967139,0.0002841146,0.00111622,0.0005653479,0.0007998892,0.001620533],"category_scores_gemma":[0.05775845,0.0002106413,0.001050369,0.001362946,0.0006706643,0.001085078,0.0009748269,0.0008489624,0.0003145981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004988023,"about_ca_system_score_gemma":0.0007131515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573094,"about_ca_topic_score_gemma":0.002245271,"domain_scores_codex":[0.9962237,0.001312897,0.0004491601,0.0003308975,0.001519143,0.0001641471],"domain_scores_gemma":[0.9783546,0.01254442,0.005305865,0.0006878542,0.002408598,0.0006986085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003255261,0.00006972298,0.9687191,0.0001131984,0.0003325855,0.00005251045,0.0001140318,0.0008087429,0.0001761231,0.0002150429,0.0008773172,0.0281962],"study_design_scores_gemma":[0.00008877079,0.0004328454,0.9851066,0.0002471107,0.0003379952,0.0009789539,0.0001722809,0.009343279,0.0004014727,0.001630204,0.001222076,0.00003841791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798227,0.005480543,0.006526437,0.001122372,0.000133724,0.0001379268,0.002228353,0.0001311555,0.004416695],"genre_scores_gemma":[0.9960978,0.0004079994,0.002292522,0.00007323542,0.00007536118,0.0000542579,0.0008268996,0.00000831431,0.0001634773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009237554,"threshold_uncertainty_score":0.04885346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373176625226545,"score_gpt":0.2935108916929937,"score_spread":0.2561932291703392,"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."}}