{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001400989,0.00007976172,0.0002492451,0.00001845392,0.0000706997,0.000003883171,0.0001010176,0.0001377507,0.0002682151],"category_scores_gemma":[0.001552905,0.00005614299,0.00009591157,0.0001795157,0.0001140261,0.00002551066,0.00004096286,0.0001599384,0.0001037903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007954708,"about_ca_system_score_gemma":0.0003189258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073534,"about_ca_topic_score_gemma":0.000129354,"domain_scores_codex":[0.9990677,0.0002067554,0.0002272318,0.0001841926,0.0001736357,0.0001405118],"domain_scores_gemma":[0.9987486,0.0002831757,0.0001343722,0.0004384438,0.0003466504,0.00004878142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001565775,0.0001910734,0.9641043,0.00003561801,0.0001246417,0.00002646952,0.001309392,0.00000340228,0.02555663,0.003425736,0.00461477,0.0005923461],"study_design_scores_gemma":[0.000418672,0.00009908026,0.9470257,0.00002419226,0.00006934056,0.0001175355,0.000219231,0.0000131792,0.02403465,0.0004357272,0.02749073,0.0000520137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815547,0.0002390594,0.000005541629,0.01183708,0.0001255991,0.0002025964,0.00001020324,0.0000226874,0.006002575],"genre_scores_gemma":[0.992186,0.00005666636,0.0002114975,0.004646107,0.00006723473,0.00003438464,0.00004208229,0.000008862719,0.002747235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287596,"threshold_uncertainty_score":0.2936767,"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."}}