{"id":"W3128927756","doi":"10.1097/aln.0000000000003699","title":"Complications as a Mediator of the Perioperative Frailty–Mortality Association","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Perioperative; Confidence interval; Confounding; Retrospective cohort study; Cohort study; Internal medicine; Surgery; Risk of mortality","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":[0.01396413,0.0008444375,0.000721075,0.00124763,0.0005205279,0.001628509,0.001039901,0.0008145804,0.003207097],"category_scores_gemma":[0.04189403,0.0004281003,0.004076732,0.0008527329,0.000738252,0.0008272388,0.002265005,0.002052978,0.0001519587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800325,"about_ca_system_score_gemma":0.00182937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274557,"about_ca_topic_score_gemma":0.002410279,"domain_scores_codex":[0.9931232,0.004613521,0.0006099115,0.0007370948,0.0005277327,0.0003884237],"domain_scores_gemma":[0.9505724,0.03502689,0.00914098,0.002244332,0.001665776,0.001349586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009466517,0.00009591143,0.9867396,0.0001889168,0.002246284,0.0001173227,0.0001928965,0.0006603263,0.0001094384,0.0006618006,0.0002420422,0.007798661],"study_design_scores_gemma":[0.0003003984,0.001017662,0.9774346,0.0004495457,0.006790012,0.0006696148,0.0003038772,0.006368909,0.0006976478,0.004575559,0.001331868,0.00006031247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798499,0.005791792,0.008882522,0.002157083,0.0001017929,0.0001687992,0.0008816029,0.00003165445,0.002134933],"genre_scores_gemma":[0.9975851,0.000435191,0.001403823,0.0001247582,0.00003417331,0.00007996472,0.0001798434,0.000003306433,0.0001539107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396413,"threshold_uncertainty_score":0.07385027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443204456783874,"score_gpt":0.3191538990604827,"score_spread":0.284721854492644,"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."}}