{"id":"W4285085112","doi":"10.1186/s12891-022-05429-z","title":"Recovery and the use of postoperative physical therapy after total hip or knee replacement","year":2022,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Leiden; Leids Universitair Medisch Centrum; Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Comorbidity; Physical therapy; Rehabilitation; Odds ratio; Sports medicine; Confounding; Orthopedic surgery; Knee replacement; Cohort study; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001891616,0.0002222057,0.0003960087,0.0000777357,0.0001634567,0.0000221718,0.00006423833,0.00003017327,0.0007827918],"category_scores_gemma":[0.0002071058,0.0001293184,0.0003682,0.0002116198,0.0004034295,0.0001670832,0.0002105227,0.0002381982,0.0000110813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005039713,"about_ca_system_score_gemma":0.0001052719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401748,"about_ca_topic_score_gemma":0.0001120471,"domain_scores_codex":[0.9984021,0.0003105095,0.0002666298,0.0003345069,0.0004398416,0.0002464762],"domain_scores_gemma":[0.9988557,0.0005325879,0.00009386532,0.0004074674,0.00003509674,0.00007524759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.30676,0.007314786,0.429606,0.00110078,0.003060535,0.00008178915,0.02975691,0.003826812,0.003430583,0.004132907,0.01314171,0.1977872],"study_design_scores_gemma":[0.04230825,0.01478059,0.876663,0.00008049567,0.0003261029,0.0001595375,0.007354432,0.00296806,0.0001591663,0.0004682261,0.0538779,0.000854234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953237,0.0003552405,0.00006401032,0.002412382,0.0002148055,0.00130557,0.0000344301,0.00003801014,0.0002518237],"genre_scores_gemma":[0.9949313,0.0001076962,0.0003111239,0.0009410593,0.0000450493,0.0003840513,0.00001902849,0.00003597725,0.003224657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447057,"threshold_uncertainty_score":0.8571021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971094667298664,"score_gpt":0.2700671067027651,"score_spread":0.2503561600297785,"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."}}