{"id":"W2091117720","doi":"10.2196/mhealth.3929","title":"Using a Mobile App for Monitoring Post-Operative Quality of Recovery of Patients at Home: A Feasibility Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Ambulatory; Patient satisfaction; mHealth; Mobile apps; Mobile phone; Quality of life (healthcare); Physical therapy; Surgery; Psychological intervention; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005986572,0.0005555614,0.0004677581,0.0008068025,0.0006142553,0.0007605286,0.0004688551,0.0007510741,0.001922287],"category_scores_gemma":[0.008272584,0.0004051848,0.0009073071,0.0003838574,0.0008456639,0.001185667,0.0009029764,0.0008391768,0.0004588661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004678406,"about_ca_system_score_gemma":0.001230183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212773,"about_ca_topic_score_gemma":0.001770874,"domain_scores_codex":[0.9966107,0.001985482,0.0003015275,0.0001991491,0.0005573146,0.0003458159],"domain_scores_gemma":[0.993097,0.00354319,0.001098179,0.0002943641,0.001061564,0.0009056614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01689074,0.0784526,0.8053879,0.00122164,0.0003303151,0.001958339,0.009417851,0.0003502217,0.008996964,0.0001912943,0.0007466987,0.07605537],"study_design_scores_gemma":[0.004297825,0.3069225,0.6709216,0.0002025414,0.0003367398,0.001947889,0.009846196,0.001889122,0.001834757,0.0000771793,0.001600222,0.0001234748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978426,0.0000465281,0.0002741452,0.00004802187,0.000007816868,0.001432865,0.00004218752,0.00000383873,0.0003019906],"genre_scores_gemma":[0.9946973,0.0001967944,0.002246132,0.000143167,0.00002804476,0.002355682,0.0001109888,0.000002915939,0.0002188948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005986572,"threshold_uncertainty_score":0.03166038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753118075784661,"score_gpt":0.4689893403746976,"score_spread":0.2936775327962315,"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."}}