{"id":"W4293084863","doi":"10.2196/40703","title":"Postoperative Outcomes of a Digital Rehabilitation Program After Total Knee Arthroplasty: Retrospective, Observational Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Rehabilitation; Observational study; Anxiety; Patient satisfaction; Arthroplasty; Health care; Population; Exact test; Mann–Whitney U test; 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":[0.004171512,0.0005440846,0.0008430611,0.001182965,0.0009818251,0.0007963743,0.0005481403,0.0009055967,0.001949259],"category_scores_gemma":[0.007647329,0.0008119158,0.001036697,0.00156681,0.0008616179,0.001223349,0.001028553,0.000838714,0.0004979633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008820363,"about_ca_system_score_gemma":0.002024722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368478,"about_ca_topic_score_gemma":0.004355729,"domain_scores_codex":[0.9960732,0.001576005,0.0007108112,0.0004733917,0.0007372727,0.0004293413],"domain_scores_gemma":[0.993554,0.001380484,0.002855071,0.0004528903,0.0009251587,0.000832469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003663352,0.009863274,0.9773703,0.0003214753,0.0001909613,0.0002549779,0.001860614,0.00005010625,0.0005312083,0.0000308821,0.0001193744,0.005743444],"study_design_scores_gemma":[0.0009470423,0.03006315,0.9634352,0.0001010309,0.0002063622,0.0004316852,0.003706125,0.0001989561,0.0002665689,0.00002869539,0.0005845437,0.0000306267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986374,0.0001256003,0.0001395387,0.00001211708,0.000004528036,0.0007182005,0.0001518243,0.000002099602,0.0002088048],"genre_scores_gemma":[0.9972209,0.0001996153,0.0005584059,0.00008180687,0.00001870855,0.001423023,0.0003149642,0.000002859709,0.0001797047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004171512,"threshold_uncertainty_score":0.02206129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054343750527354,"score_gpt":0.401010726623441,"score_spread":0.346666976096087,"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."}}