{"id":"W2972577577","doi":"10.3928/01477447-20190906-01","title":"Self-Reported Metal Allergy and Early Outcomes After Total Knee Arthroplasty","year":2019,"lang":"en","type":"article","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Arthroplasty; Physical therapy; Cohort; Implant; Orthopedic surgery; Total knee arthroplasty; Osteoarthritis; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002326571,0.0003152612,0.0005472357,0.0001233656,0.00009347024,0.000041678,0.00002574167,0.000170027,0.0009577221],"category_scores_gemma":[0.00006647876,0.0002340896,0.0001806765,0.0001329906,0.0001011865,0.0002137474,0.0001197313,0.0003720266,0.0003491203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002017905,"about_ca_system_score_gemma":0.0001147856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515309,"about_ca_topic_score_gemma":0.00002754728,"domain_scores_codex":[0.9980544,0.00004160835,0.0004512748,0.0004782134,0.0005104993,0.0004640451],"domain_scores_gemma":[0.9989426,0.00006866906,0.0001338286,0.0004274432,0.00007690983,0.0003505118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654298,0.0001700903,0.9859925,0.00006437462,0.0006833592,0.000623782,0.0002742583,9.352021e-7,0.00004011252,0.00007967298,0.0002879924,0.01161751],"study_design_scores_gemma":[0.002583226,0.0004799811,0.8298158,0.00003897651,0.0002021631,0.001112797,0.00007029144,0.0000739876,0.000009088403,0.00000493249,0.1653513,0.0002574406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919401,0.000532891,0.00002895447,0.0003083365,0.00127049,0.0005020432,0.00003236485,0.0001938529,0.005190961],"genre_scores_gemma":[0.9819406,0.0002376275,0.001002138,0.0005602445,0.0003148521,0.0000238706,0.00002812539,0.00005526605,0.01583726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650633,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008811083213962963,"score_gpt":0.2345824507784861,"score_spread":0.2257713675645232,"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."}}