{"id":"W4386392750","doi":"10.5770/cgj.26.673","title":"Survey and Interview Findings of an Environmental Scan of Perioperative Geriatric Models of Care in Canada*","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Alberta; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Geriatrics; Context (archaeology); Delirium; Health care; Nursing; Family medicine; Intensive care medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005427994,0.0001378589,0.0004899022,0.0007714797,0.0000407497,0.000009577448,0.0001546068,0.00007407454,0.00008070908],"category_scores_gemma":[0.0001193411,0.0001387019,0.00005247332,0.0006594934,0.00007396888,0.0001219317,0.0000336581,0.0002480456,5.874725e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297351,"about_ca_system_score_gemma":0.005023235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9271974,"about_ca_topic_score_gemma":0.995062,"domain_scores_codex":[0.9984738,0.0001568652,0.0005927001,0.0001637795,0.0003062045,0.0003066828],"domain_scores_gemma":[0.9989097,0.0000683222,0.0001882436,0.0001740385,0.0001279378,0.0005318296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001892489,0.0000597818,0.945568,0.0008325976,0.0001446042,0.0005915129,0.01517469,0.002308598,0.00141772,0.00003186998,0.001109287,0.03257211],"study_design_scores_gemma":[0.001536747,0.0003947843,0.9892598,0.0001716526,0.00004727571,0.0001611898,0.005241158,0.002166448,0.000662872,0.00001360178,0.0001896613,0.0001547894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959275,0.002571073,0.000005307112,0.0001993625,0.0001607578,0.000210027,0.0007652224,0.00000191283,0.0001588999],"genre_scores_gemma":[0.9986442,0.0009750087,0.0001307719,0.00004350639,0.00003464572,0.000001677934,0.00007791402,0.00002149179,0.00007081569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06786461,"threshold_uncertainty_score":0.8911003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294985442532538,"score_gpt":0.2418194111269042,"score_spread":0.2188695567015788,"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."}}