{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008181836,0.0003721612,0.0003656022,0.0005187402,0.0005021266,0.0008657699,0.0007164631,0.0005029704,0.001052741],"category_scores_gemma":[0.01457947,0.0003823737,0.0007642588,0.0006596271,0.0005809987,0.0006823143,0.0006535125,0.0006800885,0.0004333505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555123,"about_ca_system_score_gemma":0.0007548105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744839,"about_ca_topic_score_gemma":0.00509836,"domain_scores_codex":[0.9972854,0.001143489,0.000274234,0.0005906993,0.0004487931,0.0002573429],"domain_scores_gemma":[0.9894155,0.002652587,0.003123105,0.002782658,0.001551655,0.0004745501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700279,0.00004080027,0.9987803,0.00000492678,0.00005951852,0.00001306892,0.00006572116,0.00001932471,0.0001177277,0.00001182514,0.0000498705,0.0006668533],"study_design_scores_gemma":[0.00001783166,0.0004006696,0.9987086,0.000008993417,0.000055501,0.00007829605,0.0001220441,0.0003144127,0.00008679056,0.0000132205,0.0001891766,0.000004491203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987046,0.00009886838,0.0005786174,0.000022167,0.000009116695,0.00003673972,0.0003268679,0.000003865803,0.0002191187],"genre_scores_gemma":[0.9987206,0.0000562143,0.00038703,0.00002684766,0.000007747182,0.00005029358,0.0006189276,0.000005204447,0.0001271425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181836,"threshold_uncertainty_score":0.04327023,"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."}}