{"id":"W4411638613","doi":"10.1016/j.bja.2025.05.027","title":"Frailty and perioperative outcomes: SNAP-3 as a call to action","year":2025,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Ottawa Hospital Anesthesia Alternate Funds Association; Physicians' Services Incorporated Foundation","keywords":"Snap; Call to action; Perioperative; Action (physics); Medicine; Computer science; Business; Surgery; Advertising; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01869812,0.004993882,0.009285083,0.005060927,0.004106979,0.01375626,0.005964344,0.03574182,0.01343723],"category_scores_gemma":[0.06084429,0.002101037,0.006018898,0.003758792,0.003789597,0.006310874,0.003506906,0.03428846,0.009572687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006097342,"about_ca_system_score_gemma":0.009673999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007188906,"about_ca_topic_score_gemma":0.01677422,"domain_scores_codex":[0.9887413,0.002805542,0.002091299,0.00110456,0.004459163,0.0007980548],"domain_scores_gemma":[0.9279714,0.04122572,0.00489626,0.001279091,0.01685708,0.007770522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130505,0.0000157094,0.00007349026,0.000730115,0.00008612974,0.000130438,0.00003262227,0.0000265087,0.00002299295,0.0001978363,0.9940058,0.004565395],"study_design_scores_gemma":[0.0007599301,0.0001532145,0.001535639,0.009075038,0.0009904932,0.0007350486,0.0004660138,0.0004940067,0.0001161949,0.002623116,0.9829245,0.0001268682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003933311,0.01553467,0.00005422025,0.04319933,0.9405053,0.00002080179,0.00006377007,0.00002937254,0.0005533452],"genre_scores_gemma":[0.0003786598,0.009197529,0.00006017379,0.0302655,0.9582196,0.00003417947,0.00003288675,0.00002162759,0.001789863],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03574182,"threshold_uncertainty_score":0.09888625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648232199865609,"score_gpt":0.3223611658389873,"score_spread":0.3058788438403313,"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."}}