{"id":"W2947984306","doi":"10.2196/14523","title":"Digital Versus Conventional Rehabilitation After Total Hip Arthroplasty: A Single-Center, Parallel-Group Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Rehabilitation; Quality of life (healthcare); Range of motion; Biofeedback; Arthroplasty; Physical medicine and rehabilitation; Surgery; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001745519,0.0003210948,0.0004640513,0.0003573234,0.00009410059,0.0001056817,0.00007114949,0.0001204533,0.0001313496],"category_scores_gemma":[0.001419709,0.0002804942,0.0001413653,0.0003404494,0.0006817083,0.0005554259,0.0001721972,0.0002783959,0.0002467108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149547,"about_ca_system_score_gemma":0.0000387591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003970962,"about_ca_topic_score_gemma":0.00002464429,"domain_scores_codex":[0.9979641,0.00007550806,0.0004987952,0.0006910383,0.0004512726,0.0003193065],"domain_scores_gemma":[0.9978335,0.001301019,0.0001657417,0.0004274173,0.0001947062,0.0000775377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006246679,0.004778104,0.9657832,0.0001717578,0.0001457453,0.00001333582,0.0004927216,0.00000318798,0.0006075642,0.0008919596,0.0003784141,0.02048738],"study_design_scores_gemma":[0.01216321,0.04323231,0.920663,0.0001586271,0.00003985298,0.00002667942,0.02044524,0.00003423847,0.000008586753,0.0002765562,0.00265759,0.0002941111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908313,0.0001061173,0.00008944189,0.003670415,0.0004583987,0.003142617,0.00005471904,0.0008319766,0.00081508],"genre_scores_gemma":[0.9946283,0.000002877691,0.003584347,0.00002774769,0.00002919225,0.0008752964,0.00005365042,0.00003267703,0.0007659209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04512016,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181728326518293,"score_gpt":0.2752801098697549,"score_spread":0.2571072772179256,"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."}}