{"id":"W1971421177","doi":"10.1016/j.arth.2007.04.035","title":"Quality of Life Outcomes in Revision vs Primary Total Hip Arthroplasty","year":2007,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Total hip arthroplasty; Quality of life (healthcare); Univariate analysis; Univariate; Health related quality of life; Multivariate analysis; Arthroplasty; Surgery; Osteoarthritis; Joint arthroplasty; Multivariate statistics; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005161399,0.0002978763,0.001218347,0.0003177529,0.000104316,0.00001333733,0.0001389905,0.0001487676,0.000335159],"category_scores_gemma":[0.001010523,0.0001705325,0.0003693966,0.0003485628,0.0003964575,0.0002625681,0.000114236,0.0007825571,0.00003185969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009225185,"about_ca_system_score_gemma":0.0004125247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004040944,"about_ca_topic_score_gemma":0.00009081315,"domain_scores_codex":[0.9957663,0.0002989206,0.002132664,0.0001862059,0.001110647,0.0005052484],"domain_scores_gemma":[0.9965882,0.001053264,0.001263942,0.0004364974,0.0003117741,0.0003462997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00738328,0.001021395,0.9036864,0.0002520024,0.0002416213,0.0001991945,0.001008539,0.0000787821,0.002973278,0.0001503433,0.00193725,0.08106792],"study_design_scores_gemma":[0.005566766,0.001382876,0.9838183,0.0003548441,0.00007898632,0.00116418,0.0007925708,0.00001239933,0.0003554932,0.00003311526,0.006249238,0.00019125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945043,0.0009820133,0.001083483,0.001145286,0.000967338,0.0003239368,0.00001872117,0.00001735481,0.0009575133],"genre_scores_gemma":[0.9969239,0.0008122046,0.0008941149,0.0006201016,0.000378999,4.595934e-7,0.000003933088,0.00002966547,0.0003366439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08087667,"threshold_uncertainty_score":0.6954112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489502514053419,"score_gpt":0.3034526904397113,"score_spread":0.2785576652991771,"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."}}