{"id":"W4409510363","doi":"10.5312/wjo.v16.i4.105273","title":"Impact of preoperative factors on clinical outcomes after total hip arthroplasty","year":2025,"lang":"en","type":"article","venue":"World Journal of Orthopedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Body mass index; Physical therapy; Osteoarthritis; Depression (economics); Arthroplasty; Total hip arthroplasty; Harris Hip Score; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007230962,0.0001999254,0.0002745984,0.0004525104,0.0002462612,0.0004767854,0.0001527761,0.0002336102,0.001583655],"category_scores_gemma":[0.004906863,0.00009226686,0.0003268017,0.0005822973,0.0003492118,0.0003334908,0.0003239991,0.0004360909,0.0001599949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433908,"about_ca_system_score_gemma":0.0003860347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007746948,"about_ca_topic_score_gemma":0.00156081,"domain_scores_codex":[0.9993505,0.0001760262,0.0001234215,0.00006730558,0.0001749331,0.0001079188],"domain_scores_gemma":[0.994912,0.00165128,0.002246808,0.0002227108,0.0003898225,0.000577422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001662526,0.0000302813,0.9977201,0.00001089833,0.00003487195,0.00008152826,0.00002184021,0.00004090622,0.0001118137,0.000006751454,0.00003465255,0.001740111],"study_design_scores_gemma":[0.000002174155,0.0001335295,0.999316,0.000005025131,0.00001829162,0.0002583211,0.00005215236,0.00007582828,0.00006944804,0.00001323336,0.00005294455,0.000003084789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987898,0.0004482566,0.00009714838,0.00003522752,0.000008352521,0.000006522474,0.0002129484,0.000002930926,0.0003988371],"genre_scores_gemma":[0.9996995,0.00006533381,0.00003200721,0.000006927281,0.000007049937,0.000003696329,0.0001500802,7.533305e-7,0.00003473557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583655,"threshold_uncertainty_score":0.005297899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626170296182428,"score_gpt":0.3596989200840222,"score_spread":0.3334372171221979,"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."}}