{"id":"W2765714776","doi":"10.1007/s00464-017-5920-3","title":"An app for patient education and self-audit within an enhanced recovery program for bowel surgery: a pilot study assessing validity and usability","year":2017,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Society of American Gastrointestinal and Endoscopic Surgeons","keywords":"Usability; Medicine; System usability scale; Intraclass correlation; Audit; Abdominal surgery; Cohen's kappa; Physical therapy; Psychometrics; Web usability; Surgery; Clinical psychology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001819409,0.0003301156,0.0007715583,0.0001094606,0.0005938391,0.0004290139,0.0001208661,0.0001198931,0.00001196618],"category_scores_gemma":[0.001040558,0.0002860285,0.0001221658,0.00007611025,0.0001698258,0.001122528,0.0000676342,0.000205582,8.407694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254588,"about_ca_system_score_gemma":0.000522124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346084,"about_ca_topic_score_gemma":0.0001112847,"domain_scores_codex":[0.9973921,0.0002806237,0.0006133321,0.0009617318,0.0002942708,0.0004579501],"domain_scores_gemma":[0.9966934,0.001179655,0.0004658604,0.000926244,0.0002855016,0.0004493719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01552673,0.05178976,0.4967144,0.001963403,0.0003252186,0.00004177838,0.002496441,0.00001146413,0.007862424,0.00004413198,0.0003493004,0.422875],"study_design_scores_gemma":[0.02054365,0.07303602,0.8047221,0.001328467,0.001099756,0.0001839921,0.002350883,0.003911262,0.08182799,0.00365247,0.005148441,0.002194977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993065,0.00008302613,0.0007282217,0.000127691,0.00122914,0.004374219,0.00003783688,0.0002352318,0.0001196334],"genre_scores_gemma":[0.9808954,0.00004876577,0.01633944,0.00007383087,0.0004016193,0.002036194,0.000101637,0.00005344265,0.0000496688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.42068,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247412775085973,"score_gpt":0.364919514050856,"score_spread":0.3224453862999963,"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."}}