{"id":"W4411107017","doi":"10.7759/cureus.85444","title":"Comparative Study of Functional Outcomes Between Cemented and Uncemented Total Hip Replacement at a Tertiary Care Hospital in Odisha, India","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tertiary care; Total hip replacement; Hip replacement; Emergency medicine; Surgery; Arthroplasty","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":[0.0004351937,0.0002777003,0.0003092416,0.001200675,0.0008637065,0.0006976132,0.0004873135,0.0003037172,0.001081287],"category_scores_gemma":[0.001374595,0.000295223,0.0004072535,0.001532523,0.0008694747,0.0003460755,0.00101105,0.0004570562,0.0001700259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008869041,"about_ca_system_score_gemma":0.00182778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250287,"about_ca_topic_score_gemma":0.02667244,"domain_scores_codex":[0.9992174,0.0001326832,0.0001075687,0.00009674756,0.0001965916,0.0002490302],"domain_scores_gemma":[0.9983994,0.0002179594,0.0007124661,0.00007970932,0.000193024,0.0003974031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304347,0.0001688289,0.9932411,0.00008451315,0.00004045954,0.0005297184,0.001251847,0.00004000805,0.0005642967,0.00003517131,0.0001242528,0.003789441],"study_design_scores_gemma":[0.0000136905,0.000404451,0.9966879,0.00001348819,0.00002006779,0.0008242503,0.001643454,0.00003048153,0.0000886038,0.00001185355,0.0002535378,0.000008132459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993653,0.0001494892,0.00002666406,0.0000492003,0.000004497681,0.00001404805,0.0001163763,0.000002305192,0.0002721187],"genre_scores_gemma":[0.9995481,0.0001309283,0.00006064646,0.00004041012,0.000007564259,0.00001232568,0.0001183139,6.487654e-7,0.00008106204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250287,"threshold_uncertainty_score":0.0248602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025487477987266,"score_gpt":0.2998795928179581,"score_spread":0.2796247180380854,"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."}}