{"id":"W4200107046","doi":"10.1097/aln.0000000000004080","title":"Preoperative Frailty Assessment: An Opportunity to Add Value to Perioperative Care","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Perioperative; Value (mathematics); MEDLINE; Preoperative care; Patient care","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":[0.001622982,0.0007204593,0.001296619,0.002011381,0.0008820519,0.002974765,0.0007963242,0.001447099,0.006936976],"category_scores_gemma":[0.01490445,0.0002314564,0.0005862941,0.0007785002,0.0003315447,0.003028987,0.001979114,0.00335627,0.001477562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794581,"about_ca_system_score_gemma":0.002859457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107088,"about_ca_topic_score_gemma":0.007353348,"domain_scores_codex":[0.9992443,0.0002147782,0.0001292521,0.00005452343,0.0002552127,0.0001019382],"domain_scores_gemma":[0.9929837,0.001949434,0.0008185164,0.0002625916,0.002173692,0.001812014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006787585,0.0009853552,0.1702333,0.0007621422,0.0001638964,0.002326349,0.0005510763,0.0006775058,0.001701347,0.003049922,0.08903029,0.72984],"study_design_scores_gemma":[0.0006303476,0.003777594,0.5611128,0.01685203,0.0008365702,0.01393129,0.008385996,0.008411783,0.003606383,0.06959262,0.3119212,0.0009413853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2509007,0.1559086,0.03637433,0.3664012,0.02590371,0.0005687461,0.002765187,0.001657182,0.1595202],"genre_scores_gemma":[0.8031256,0.08491129,0.04423324,0.02615347,0.02660435,0.0003545012,0.002094392,0.0002050559,0.0123181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006936976,"threshold_uncertainty_score":0.02320647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017457211162005,"score_gpt":0.3639731317752333,"score_spread":0.3237985596636133,"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."}}