{"id":"W2766675147","doi":"10.1503/cjs.001417","title":"Is current preoperative frailty assessment adequate?","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of Alberta Hospital; University of Manitoba; Ottawa Hospital; Trinity Western University; University of Calgary; Manitoba Health; University of Ottawa; University of British Columbia; University of Alberta; University of New Brunswick","funders":"","keywords":"Medicine; Perioperative; MEDLINE; Health care; Patient assessment; Risk assessment; Health professionals; Perception; Gerontology; Physical therapy; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00236289,0.000229461,0.0006556889,0.001307448,0.0006368755,0.001151952,0.0005370918,0.0006586855,0.006097103],"category_scores_gemma":[0.02598205,0.0001115046,0.0004696419,0.001210461,0.0004975259,0.001715844,0.000688135,0.0009693077,0.00101128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228835,"about_ca_system_score_gemma":0.002191932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187543,"about_ca_topic_score_gemma":0.0234489,"domain_scores_codex":[0.9986681,0.0002298535,0.0003785572,0.0001399134,0.0004046424,0.0001789118],"domain_scores_gemma":[0.9898412,0.001996757,0.003427264,0.0002340543,0.003394246,0.001106526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001961622,0.00006027525,0.865451,0.0006550255,0.00009620949,0.0002535953,0.0004543958,0.0001321447,0.0001388681,0.0001916808,0.01787039,0.1145003],"study_design_scores_gemma":[0.00002862079,0.0002490433,0.9729851,0.00294361,0.0002505248,0.001640417,0.002808502,0.0007574999,0.0002614403,0.001286902,0.01673306,0.00005523214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7874861,0.07070129,0.002755345,0.08594282,0.001761307,0.0001494488,0.008718987,0.0001817293,0.04230302],"genre_scores_gemma":[0.9880433,0.006259241,0.0006501196,0.002481232,0.0003767537,0.00003698225,0.001632456,0.0000106775,0.0005093356],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01187543,"threshold_uncertainty_score":0.02361262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428537025737874,"score_gpt":0.3711328494898033,"score_spread":0.2282791469160159,"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."}}