{"id":"W2963925088","doi":"10.1177/0310057x19856895","title":"Retrospective frailty determination in critical illness from a review of the intensive care unit clinical record","year":2019,"lang":"en","type":"review","venue":"Anaesthesia and Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Services Research and Development","keywords":"Medicine; Intensive care unit; Intensive care; Medical record; Retrospective cohort study; Comorbidity; Population; Severity of illness; Emergency medicine; Intensive care medicine; Gerontology; Internal medicine","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":[0.01596282,0.0003654747,0.0009698971,0.006813379,0.0006539006,0.001245851,0.001073565,0.0005169114,0.001136095],"category_scores_gemma":[0.06386054,0.0004882879,0.0007305556,0.005267689,0.0005384553,0.001379935,0.00174339,0.0007213015,0.0004708213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171799,"about_ca_system_score_gemma":0.002309807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082871,"about_ca_topic_score_gemma":0.01707225,"domain_scores_codex":[0.9786773,0.006580479,0.007840883,0.001951081,0.004345219,0.0006051579],"domain_scores_gemma":[0.9124038,0.02049374,0.03834016,0.007918608,0.0191801,0.001663638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003433966,0.00005707183,0.9726579,0.001359893,0.0001993166,0.0005206254,0.001928855,0.0001104314,0.0008451387,0.0001019126,0.002324585,0.01955095],"study_design_scores_gemma":[0.0000250225,0.0002844476,0.9922789,0.0005096328,0.0001312295,0.000779907,0.001331028,0.0003866861,0.0004869837,0.00006399953,0.003693643,0.00002844298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9633824,0.007841914,0.005955007,0.0006435234,0.0001437652,0.00363411,0.01482012,0.0000860019,0.003493225],"genre_scores_gemma":[0.9714437,0.003567978,0.0070515,0.0003494464,0.0001330095,0.00231395,0.01443615,0.00001890297,0.0006853212],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01596282,"threshold_uncertainty_score":0.0844205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136988040994362,"score_gpt":0.4273642660670939,"score_spread":0.3136654619676577,"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."}}