{"id":"W4403020484","doi":"10.2196/57635","title":"Patient Engagement in a Mobile App–Based Rehabilitation Program for Total Hip or Knee Arthroplasty: Secondary Data Analysis of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Psychological intervention; Physical therapy; Randomized controlled trial; Medicine; Arthroplasty; Patient education; Health care; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02751841,0.003403751,0.0133413,0.002728813,0.001181115,0.003124565,0.00150973,0.003568623,0.01303888],"category_scores_gemma":[0.0560679,0.001181171,0.0178444,0.003155605,0.001845545,0.00272992,0.001705336,0.00381324,0.00104825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238444,"about_ca_system_score_gemma":0.004262256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468918,"about_ca_topic_score_gemma":0.002125117,"domain_scores_codex":[0.9597615,0.02639161,0.005435409,0.003370108,0.003426217,0.001615217],"domain_scores_gemma":[0.9701137,0.0163361,0.006721568,0.002383715,0.00316527,0.001279671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8817102,0.004644936,0.002564796,0.02747115,0.06041069,0.0001076036,0.0002586049,0.0003863437,0.00065396,0.0004287551,0.00180884,0.01955411],"study_design_scores_gemma":[0.8963506,0.04880017,0.00702011,0.002482464,0.04071851,0.00005976319,0.0001687032,0.0008738742,0.0004811153,0.0007534394,0.00221387,0.00007737967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6192864,0.05391482,0.01385632,0.001824204,0.005402264,0.2856042,0.01211688,0.0009143765,0.007080557],"genre_scores_gemma":[0.6237111,0.007125041,0.01393227,0.001667645,0.001113012,0.3470411,0.003036711,0.0001158732,0.002257334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751841,"threshold_uncertainty_score":0.145533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485082990095244,"score_gpt":0.3845263624847401,"score_spread":0.3496755325837877,"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."}}