{"id":"W4389204079","doi":"10.3390/surgeries4040062","title":"Myosteatosis as a Prognostic Marker for Postoperative Mortality in Adult Patients Undergoing Surgery in General—A Systematic Review","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Mortality rate; Surgery; Internal medicine; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297386,0.0009476642,0.005129607,0.008112452,0.00039357,0.001846542,0.001141182,0.001435182,0.003375291],"category_scores_gemma":[0.01832874,0.000564513,0.00569352,0.00817547,0.0005216077,0.00147267,0.0008073839,0.0006462464,0.0002484093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411675,"about_ca_system_score_gemma":0.004388226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041122,"about_ca_topic_score_gemma":0.01058488,"domain_scores_codex":[0.9972952,0.0006360848,0.001195545,0.0002782855,0.000498386,0.00009657803],"domain_scores_gemma":[0.9829862,0.0125536,0.003176771,0.0001851011,0.000938663,0.0001597948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002006914,0.00001304211,0.002617507,0.9632741,0.00931238,0.0001393266,0.0001310207,0.00006514488,0.0001243829,0.00009393324,0.001114057,0.02291443],"study_design_scores_gemma":[0.0002291455,0.0002743773,0.01634595,0.8425437,0.1247853,0.0009729891,0.0002764344,0.0001226537,0.0001691206,0.0002719406,0.0139581,0.00005021648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001745328,0.9973099,0.00007025903,0.0001425885,0.00006228108,0.0001067506,0.0003998776,0.000005142744,0.0001578189],"genre_scores_gemma":[0.02223855,0.9763277,0.000310349,0.0003499946,0.0001111756,0.0002517114,0.0003053237,0.000003840824,0.0001012338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008112452,"threshold_uncertainty_score":0.01572746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348157149120901,"score_gpt":0.2956314576508202,"score_spread":0.2721498861596112,"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."}}