{"id":"W3095042330","doi":"10.1177/0003134820949511","title":"Frailty as a Predictor of Postoperative Morbidity and Mortality Following Liver Resection","year":2020,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Perioperative; Odds ratio; Retrospective cohort study; Surgery; Logistic regression; Frailty Index; Resection; Internal medicine; Cohort; Gastroenterology","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":[0.0009052757,0.0002441399,0.0002751671,0.0007306924,0.0003047542,0.0004363806,0.0002607166,0.0002800611,0.001013127],"category_scores_gemma":[0.004755498,0.0001175111,0.0004275398,0.0005534052,0.0003180984,0.0002906687,0.0005928128,0.0005641959,0.0001005622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776601,"about_ca_system_score_gemma":0.0003253995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584818,"about_ca_topic_score_gemma":0.002802207,"domain_scores_codex":[0.9996479,0.00008851347,0.0000520963,0.00005018038,0.0000702336,0.00009123535],"domain_scores_gemma":[0.996525,0.0006549616,0.001903688,0.0001026158,0.0002097444,0.0006038913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008453889,0.000009025224,0.9987981,0.000005375154,0.0000226924,0.00002441086,0.00001180855,0.00003666745,0.00004181887,0.00000561121,0.00003366174,0.0009261509],"study_design_scores_gemma":[0.000002676789,0.0000753828,0.9994099,0.000008427225,0.00001986014,0.0001351584,0.0000256748,0.0002195645,0.00002580416,0.00002887273,0.00004588951,0.000002706868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990544,0.0005105666,0.00006298805,0.00007218338,0.00000650429,0.000002913129,0.00009488525,0.000001821297,0.0001936357],"genre_scores_gemma":[0.9997471,0.00008256046,0.00003345416,0.00001088792,0.000009390941,0.000001809315,0.0000931075,5.162462e-7,0.00002104546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584818,"threshold_uncertainty_score":0.00513953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0486024311375964,"score_gpt":0.3170346781002498,"score_spread":0.2684322469626534,"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."}}