{"id":"W2461039205","doi":"10.14283/jfa.2014.29","title":"CONSIDERATIONS FOR THE PERIOPERATIVE CARE OF ELDERLY AND FRAIL PATIENTS","year":2014,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kuraray (Canada)","funders":"","keywords":"Medicine; Delirium; Perioperative; Intensive care medicine; Psychological intervention; Intervention (counseling); Anesthetic; Anesthesiology; Cognition; Anesthesia; Nursing; Psychiatry","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":[0.0004879792,0.00007140526,0.0003231295,0.00003127864,0.0001783092,0.00001911136,0.00004915971,0.00002595814,0.00002296048],"category_scores_gemma":[0.000624036,0.0000327873,0.0001662007,0.00003690434,0.0001077864,0.00005370295,0.00001236247,0.0001422253,5.096422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411411,"about_ca_system_score_gemma":0.00005166942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001776418,"about_ca_topic_score_gemma":0.000008769679,"domain_scores_codex":[0.9993118,0.0001062219,0.0002572545,0.00004467956,0.0001907489,0.00008931538],"domain_scores_gemma":[0.9969513,0.002376195,0.0001484438,0.000114854,0.000359672,0.00004957462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001741654,0.0003158751,0.4716873,0.0005074859,0.002160896,0.00003915406,0.2321432,0.0007810828,0.007271745,0.0275474,0.006767024,0.2490371],"study_design_scores_gemma":[0.01040079,0.002788813,0.7411848,0.0004520746,0.002108932,0.0006811458,0.01906591,0.0005178503,0.004125991,0.0006916829,0.2177,0.0002820455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848119,0.001578045,0.001338102,0.01038031,0.0001175179,0.0002544157,0.000003896431,0.000003648826,0.001512167],"genre_scores_gemma":[0.9981433,0.00008145783,0.0005268399,0.0009191046,0.0001368844,0.000001846389,7.033138e-7,0.000007066666,0.0001828678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694974,"threshold_uncertainty_score":0.1371428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219654050948858,"score_gpt":0.2833055448502325,"score_spread":0.2611090043407439,"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."}}