{"id":"W3176117086","doi":"10.19271/irons-00058-2018-23","title":"IMPACT OF AGE, BODY MASS INDEX AND PREOPERATIVE SEVERITY OF OSTEOARTHRITIS ON EARLY - TERM TOTAL KNEE ARTHROPLASTY RESULTS. DEMOGRAPHICS AND KNEE ARTHROPLASTY RESULTS","year":2018,"lang":"en","type":"article","venue":"Issues of Rehabilitation Orthopaedics Neurophysiology and Sport Promotion – IRONS","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Total knee arthroplasty; Body mass index; Medicine; Demographics; Osteoarthritis; Arthroplasty; Index (typography); Physical therapy; Surgery; Internal medicine; Demography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003920536,0.0003819784,0.0009417312,0.0003915252,0.000181168,0.00001304377,0.00003961459,0.0002867727,0.0000231478],"category_scores_gemma":[0.001166348,0.0003286045,0.0002096226,0.0003559549,0.003593488,0.0002962891,0.0001009944,0.000421043,0.000002870774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001841613,"about_ca_system_score_gemma":0.0001067449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008959186,"about_ca_topic_score_gemma":0.0000670458,"domain_scores_codex":[0.9971789,0.0002648486,0.001126663,0.0007422114,0.000374931,0.000312424],"domain_scores_gemma":[0.9975892,0.0005178179,0.0006416241,0.0005030053,0.0005246302,0.0002237583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006493136,0.0007169239,0.9685882,0.0003277329,0.0001508,0.0000371101,0.002742552,0.00003438411,0.01426215,0.000249771,0.000037224,0.006360056],"study_design_scores_gemma":[0.005633404,0.04626708,0.9465487,0.0002938823,0.00009239698,0.00006755941,0.0002289755,0.0001190386,0.00030604,0.0001544139,0.00007258441,0.0002159139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976072,0.0001423907,0.00001889063,0.0003435057,0.0002217309,0.001031512,0.0004691887,0.00004746776,0.000118062],"genre_scores_gemma":[0.9981138,0.0003000135,0.001095589,0.00001754118,0.00008826306,0.00001640117,0.0001244398,0.00003337002,0.0002106037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04555016,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941127890209879,"score_gpt":0.2755565556788517,"score_spread":0.2661452767767529,"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."}}