{"id":"W2890092615","doi":"10.1161/jaha.118.008721","title":"Phase Angle as a Biomarker for Frailty and Postoperative Mortality: The BICS Study","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Jewish General Hospital","keywords":"Medicine; Confidence interval; Hazard ratio; Odds ratio; Body mass index; Sarcopenia; Internal medicine; Lean body mass; Surgery; Body weight","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":[0.00245909,0.0008467509,0.0007815933,0.00100035,0.0005989498,0.001038898,0.0007543079,0.0007534835,0.0008310358],"category_scores_gemma":[0.002834853,0.0003221201,0.0008748114,0.001322468,0.0005140964,0.000419309,0.001138206,0.0008772409,0.0001898685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078305,"about_ca_system_score_gemma":0.0009137099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452294,"about_ca_topic_score_gemma":0.01123715,"domain_scores_codex":[0.9992373,0.0003006774,0.00007353508,0.0001358163,0.0001143688,0.0001384013],"domain_scores_gemma":[0.9973925,0.0002626977,0.0009796661,0.0002343015,0.0004511598,0.0006796182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001695163,0.00006581686,0.9956702,0.00004091798,0.0003181756,0.00002422632,0.00005260711,0.00006996073,0.0000999524,0.00002906122,0.0003273334,0.001606603],"study_design_scores_gemma":[0.0001651025,0.0004226818,0.9982005,0.00003311425,0.0002539577,0.0000957221,0.00009530736,0.0002327783,0.00003557245,0.00005813973,0.0003975503,0.000009410473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955427,0.002123468,0.0001871864,0.0001701323,0.00002633114,0.00005360295,0.001320399,0.000005013458,0.0005712298],"genre_scores_gemma":[0.9976162,0.0003807867,0.0001847824,0.00008183392,0.0000475585,0.00006775736,0.001445311,0.000003235168,0.0001725961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452294,"threshold_uncertainty_score":0.02887684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649735840481094,"score_gpt":0.4072606694492304,"score_spread":0.3407633110444195,"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."}}