{"id":"W4415430176","doi":"10.1302/1358-992x.2025.10.059","title":"WHEN DOES PATIENT FUNCTION “PLATEAU” AFTER TOTAL JOINT REPLACEMENT? A COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Joint arthroplasty; Arthroplasty; Confounding; Cohort study; Retrospective cohort study; Cohort; Prospective cohort study; Patient-reported outcome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00356269,0.0002881473,0.0007274318,0.001477915,0.001184066,0.001845131,0.000976776,0.0008445398,0.0009219412],"category_scores_gemma":[0.009409259,0.0003079297,0.001041079,0.002895715,0.0008849878,0.00188277,0.001139519,0.001363929,0.0002757417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054719,"about_ca_system_score_gemma":0.001471752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827692,"about_ca_topic_score_gemma":0.0176079,"domain_scores_codex":[0.9972109,0.000720419,0.0004149776,0.0006315761,0.000466577,0.0005555421],"domain_scores_gemma":[0.9942442,0.0009544747,0.00243875,0.0006227249,0.0008208781,0.0009190419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009303746,0.00002984107,0.9988635,0.000007097454,0.00004310926,0.000071011,0.0002462204,0.000008823932,0.00002922546,0.00002542254,0.00005843228,0.0005242301],"study_design_scores_gemma":[0.000007570937,0.0002282253,0.9982604,0.00001626206,0.00003177583,0.0001997454,0.0008930018,0.00008232078,0.00001579087,0.00005434066,0.0002021399,0.000008442084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979399,0.0006296703,0.0001328054,0.0001660653,0.00001498204,0.00003685492,0.0005067681,0.000003697375,0.0005692975],"genre_scores_gemma":[0.9990358,0.0001607748,0.00005866137,0.00006050795,0.0000141675,0.00002306425,0.0005656383,0.000003033299,0.00007831685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827692,"threshold_uncertainty_score":0.03634107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007785060630431724,"score_gpt":0.2431118071744472,"score_spread":0.2353267465440155,"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."}}