{"id":"W2899116196","doi":"10.1213/ane.0000000000003913","title":"Is Activity Tracker–Measured Ambulation an Accurate and Reliable Determinant of Postoperative Quality of Recovery? A Prospective Cohort Validation Study","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; St. Michael's Hospital; Western University; University of Toronto; Toronto General Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Activity tracker; Confidence interval; Prospective cohort study; Intraclass correlation; Reliability (semiconductor); Physical therapy; Spearman's rank correlation coefficient; Cohort; Correlation; Surgery; Physical activity; Statistics; Internal medicine; Psychometrics","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":[0.001312506,0.0002328619,0.0007594766,0.0001793296,0.00009716085,0.00002277427,0.00007809772,0.0001331918,0.00004211603],"category_scores_gemma":[0.000152967,0.0002033487,0.00009945952,0.0004055134,0.0001859776,0.0006598115,0.00001781854,0.0001405163,0.000004680215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008843836,"about_ca_system_score_gemma":0.0001578948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007334654,"about_ca_topic_score_gemma":0.0001493746,"domain_scores_codex":[0.9978219,0.000378869,0.0006013783,0.0005243604,0.000464084,0.000209409],"domain_scores_gemma":[0.9979295,0.0001254607,0.0005442445,0.0005337805,0.0007639563,0.000103097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002531885,0.0008852794,0.9203488,0.00007398829,0.000188392,0.00002579354,0.00285244,0.000004611212,0.07018654,0.00001516024,0.00003575797,0.002851371],"study_design_scores_gemma":[0.0006828358,0.002463603,0.7487129,0.00008996582,0.0001597979,0.00005148374,0.0003008129,0.0001863757,0.2471122,0.00008264414,0.000008031259,0.0001493667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979478,0.00003869452,0.0003018181,0.0002038693,0.00003406921,0.001313662,0.000005526428,0.00003384936,0.00012073],"genre_scores_gemma":[0.9991227,0.00002915423,0.0004546965,0.0001092194,0.00004360539,0.00004654493,0.00001502955,0.00002680823,0.0001521857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1769256,"threshold_uncertainty_score":0.829232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690857098888525,"score_gpt":0.3334037100362172,"score_spread":0.2964951390473319,"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."}}