{"id":"W1931526663","doi":"10.1002/acr.22692","title":"Self‐Reported Knee Instability Before and After Total Knee Replacement Surgery","year":2015,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instability; Knee replacement; Medicine; Knee surgery; Total knee replacement; Surgery; Orthopedic surgery; Osteoarthritis; Physics; Mechanics; Pathology","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":[0.0008985585,0.0002480768,0.0004291265,0.0006021033,0.0003110283,0.0004573907,0.0002241613,0.0004598667,0.00134],"category_scores_gemma":[0.003552033,0.0001862501,0.0005777075,0.0003797552,0.0002108093,0.0003371644,0.0003582712,0.000365772,0.0001762762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924686,"about_ca_system_score_gemma":0.0003654156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901983,"about_ca_topic_score_gemma":0.007363438,"domain_scores_codex":[0.9991673,0.0002007755,0.0001184345,0.0001351855,0.0002429988,0.0001354069],"domain_scores_gemma":[0.9969698,0.0003092436,0.001859513,0.00007667738,0.0002678001,0.0005170669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004764005,0.0001603965,0.9974453,0.00002250914,0.00008426361,0.00004085539,0.0001025134,0.00001613068,0.00020173,0.00000260793,0.00003998726,0.00140735],"study_design_scores_gemma":[0.00001050226,0.0004111608,0.9993834,0.000003659404,0.00001321051,0.00005737821,0.00005282637,0.00001919974,0.00001799505,0.000001668501,0.00002665193,0.000002247877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999597,0.0001145282,0.00002074561,0.00001226461,0.00000417461,0.00001256824,0.0001203605,0.000001059748,0.0001174241],"genre_scores_gemma":[0.9995442,0.0000478054,0.00003469496,0.00001264007,0.000009124081,0.00001578421,0.0002010829,4.227616e-7,0.0001342184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002901983,"threshold_uncertainty_score":0.005770147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126726273344801,"score_gpt":0.3299766796410503,"score_spread":0.2887094169076023,"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."}}