{"id":"W3169208941","doi":"10.1016/j.chest.2021.05.049","title":"Routine Frailty Screening in Critical Illness","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Health Research Council of New Zealand; Shire; Austin Medical Research Foundation; QEII Foundation; Dalhousie Medical Research Foundation; Canadian Institutes of Health Research; Alzheimer Society; Novartis; Jackson Laboratory; Roche","keywords":"Medicine; Critical illness; Intensive care medicine; Gerontology; Critically ill","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004072015,0.0003998381,0.0005918654,0.001224093,0.0005844103,0.0006526629,0.0002337397,0.00068188,0.003020742],"category_scores_gemma":[0.004132272,0.000152705,0.0003028671,0.0005672794,0.0002076949,0.000554239,0.0005287613,0.0008078546,0.0003490984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247463,"about_ca_system_score_gemma":0.0007848293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645205,"about_ca_topic_score_gemma":0.009460777,"domain_scores_codex":[0.9997101,0.00006034973,0.00004930269,0.00002966047,0.00005554871,0.00009496012],"domain_scores_gemma":[0.9989501,0.0002194616,0.0002166881,0.00002446939,0.0001953366,0.0003940575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006199556,0.0003117365,0.9483468,0.000280421,0.00006921756,0.002564456,0.000344877,0.0001045521,0.0008909185,0.0001108897,0.005024529,0.04133153],"study_design_scores_gemma":[0.00004475777,0.0006650946,0.9933813,0.0004150739,0.00006612525,0.002057824,0.0007005975,0.0002707789,0.0001868391,0.0002719836,0.00192703,0.00001264837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9656415,0.01293681,0.0004172229,0.002680872,0.0004338541,0.0001267,0.0006162392,0.00004172235,0.01710509],"genre_scores_gemma":[0.9949005,0.002433311,0.0003706376,0.0007641934,0.0004321782,0.00004058488,0.0003379176,0.000004265582,0.0007165161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004645205,"threshold_uncertainty_score":0.01010537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06999019446920919,"score_gpt":0.3645178090196579,"score_spread":0.2945276145504487,"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."}}