{"id":"W4394914047","doi":"10.1001/jamanetworkopen.2024.6578","title":"Incidence of Total Knee Arthroplasty After Arthroscopic Surgery for Knee Osteoarthritis","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Fowler Kennedy Sport Medicine Clinic; Western University","funders":"Lawson Health Research Institute; Canadian Institutes of Health Research; ConMed; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Osteoarthritis; Orthopedic surgery; Surgery; Randomized controlled trial; Arthroplasty; Incidence (geometry); Knee surgery; Clinical trial; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007738573,0.0005036132,0.001349168,0.0007827526,0.0003445387,0.0008237989,0.0007445524,0.0008705744,0.001436319],"category_scores_gemma":[0.01673021,0.0003376923,0.002497066,0.0008315734,0.0006164308,0.000570627,0.000555714,0.0009425482,0.0001708018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185926,"about_ca_system_score_gemma":0.001616575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795165,"about_ca_topic_score_gemma":0.004889286,"domain_scores_codex":[0.9912007,0.00378864,0.001439363,0.001223444,0.001986946,0.0003609343],"domain_scores_gemma":[0.9830838,0.004533388,0.009040248,0.000989006,0.001182426,0.001171036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1317255,0.002048061,0.7871872,0.004768304,0.01428325,0.0001370694,0.0001584316,0.0009072447,0.001807973,0.0002148628,0.001281692,0.0554804],"study_design_scores_gemma":[0.01373798,0.03502448,0.9389232,0.0004381813,0.006909099,0.0005214899,0.0001257739,0.001168204,0.001166078,0.0002303908,0.001688321,0.00006679813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97258,0.02248203,0.0008902753,0.0004346776,0.0002466285,0.0005155782,0.00159585,0.00002309903,0.001232025],"genre_scores_gemma":[0.9961946,0.001680205,0.000596657,0.0001457245,0.0001493298,0.0002257925,0.0007615565,0.000003128971,0.0002431151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007738573,"threshold_uncertainty_score":0.04092598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519257987648599,"score_gpt":0.2762817666310192,"score_spread":0.2610891867545332,"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."}}