{"id":"W3172044762","doi":"10.1016/j.chest.2021.06.009","title":"Baseline Frailty as a Predictor of Survival After Critical Care","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Ottawa; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Mechanical ventilation; Emergency medicine; Retrospective cohort study; Proportional hazards model; Cohort; Intensive care unit; Cohort study; Internal medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001026265,0.0002884395,0.0002579956,0.0006508962,0.0004508972,0.0005908742,0.0004280919,0.0003684166,0.001288368],"category_scores_gemma":[0.004708931,0.000105442,0.0003478344,0.0005860556,0.000400548,0.0003797708,0.000452365,0.0006830794,0.00009780098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291512,"about_ca_system_score_gemma":0.0007384145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166639,"about_ca_topic_score_gemma":0.0223801,"domain_scores_codex":[0.9996176,0.00006934072,0.00003796972,0.00008346319,0.00006670035,0.0001248005],"domain_scores_gemma":[0.9964514,0.0005262514,0.001646458,0.0001623595,0.0003707014,0.0008427647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000880782,0.00001402808,0.9989026,0.000005610336,0.00001950781,0.00001839585,0.00002431811,0.00003429544,0.00003185785,0.000007735275,0.00006579877,0.0007877282],"study_design_scores_gemma":[0.000004185828,0.00005968473,0.9995514,0.000008219884,0.00001083695,0.0000423323,0.00004759657,0.0001781614,0.00001826334,0.00002850949,0.00004886881,0.000002020482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989653,0.0004223938,0.00004225167,0.00009227065,0.000007474888,0.000005524456,0.0003021612,0.000002497666,0.0001602003],"genre_scores_gemma":[0.9995692,0.00008086878,0.00002464344,0.00001516085,0.00001234964,0.000003866668,0.0002581215,5.105177e-7,0.00003520831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166639,"threshold_uncertainty_score":0.0331338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333087151383895,"score_gpt":0.3270163691504512,"score_spread":0.2937076540120617,"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."}}