{"id":"W3047968161","doi":"10.1016/j.bja.2020.07.003","title":"Frailty and long-term postoperative disability trajectories: a prospective multicentre cohort study","year":2020,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Dalhousie University; Ottawa Public Health; Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"Zimmer Biomet; Canadian Frailty Network; Ottawa Hospital; Corin Group; Sanofi; University of Ottawa; Medacta International; MicroPort; Ferring","keywords":"Medicine; Confidence interval; Prospective cohort study; Cohort; Cohort study; Physical therapy; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000303473,0.0001996767,0.0006805066,0.00002886697,0.0001146169,0.0001036592,0.0001394001,0.00007728636,0.0001052516],"category_scores_gemma":[0.0007473761,0.0001952053,0.0001338601,0.0002060756,0.0002610729,0.0003060162,0.00003929766,0.000563068,0.000005150371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546768,"about_ca_system_score_gemma":0.0001306433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040845,"about_ca_topic_score_gemma":0.0004615035,"domain_scores_codex":[0.9981478,0.0001674929,0.0005796866,0.0003433316,0.0005244529,0.0002371977],"domain_scores_gemma":[0.9986424,0.00006282967,0.0002280127,0.0001545848,0.0004523185,0.0004598762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005416389,0.001005151,0.9613489,0.00005650784,0.0002727025,0.004418006,0.005870923,0.00000190961,0.00007164077,0.000002596577,0.0003166537,0.02609335],"study_design_scores_gemma":[0.004630527,0.004085035,0.9835582,0.0003152613,0.0002999401,0.003917194,0.002803019,0.00002370616,0.0001173192,0.000008438931,0.000067291,0.0001740949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941144,0.001026411,0.00004964096,0.003202948,0.00006737962,0.001402349,0.00001348447,0.00003119963,0.00009219055],"genre_scores_gemma":[0.9984514,0.0002757325,0.0004164522,0.0005256612,0.000234552,0.00001027098,0.000003616221,0.00002921809,0.00005311766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02591925,"threshold_uncertainty_score":0.7960242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865568395161898,"score_gpt":0.2790742274928723,"score_spread":0.2604185435412533,"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."}}