{"id":"W7111991621","doi":"","title":"Patient-Reported Outcome Trajectories After Total Knee Arthroplasty in a Multiethnic Asian Cohort: A 5-Year Registry-Based Study","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Osteoarthritis; Perioperative; Total knee arthroplasty; Arthroplasty; Cohort; Cohort study; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001832617,0.0003399365,0.0004740956,0.00102049,0.0007102634,0.0009534713,0.0005549283,0.0004406857,0.0008214744],"category_scores_gemma":[0.002652354,0.000357062,0.0006893412,0.001825226,0.0003369922,0.00109978,0.0009689628,0.0006711003,0.0002745764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898532,"about_ca_system_score_gemma":0.0007967573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009096687,"about_ca_topic_score_gemma":0.01042897,"domain_scores_codex":[0.9990464,0.0002685238,0.000172242,0.0002067428,0.0001577745,0.0001482938],"domain_scores_gemma":[0.9971237,0.0002650395,0.001560866,0.0003130599,0.0003488644,0.0003885772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003777905,0.0000244212,0.9994661,0.000004017781,0.00003253144,0.00002973297,0.00007034978,0.00001390665,0.0000456034,0.000005545579,0.00003192317,0.0002380983],"study_design_scores_gemma":[0.00000665005,0.00008973116,0.9990886,0.000006207218,0.00003353329,0.0001374956,0.0003701284,0.0001420168,0.00002714984,0.000009744375,0.00008416041,0.000004506344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991956,0.00006663342,0.00007944045,0.00002566741,0.000003091084,0.00001421886,0.0004788798,0.000002204199,0.0001342469],"genre_scores_gemma":[0.9990294,0.00007392947,0.0001101294,0.00002656653,0.000007652065,0.00002947554,0.0006698206,0.000002091992,0.00005096249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009096687,"threshold_uncertainty_score":0.01808745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326725330455584,"score_gpt":0.2671562058221244,"score_spread":0.2538889525175685,"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."}}