{"id":"W4412855794","doi":"10.47176/mjiri.39.51","title":"Dual Mobility Acetabular Cup Utilization in Total Hip Arthroplasty: Mitigating Instability Risks","year":2025,"lang":"en","type":"article","venue":"Medical Journal of the Islamic Republic of Iran","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Harris Hip Score; Total hip arthroplasty; Arthroplasty; Retrospective cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005013606,0.0003657828,0.0003380054,0.001059625,0.0003898604,0.0006659051,0.0003171406,0.000272233,0.001007601],"category_scores_gemma":[0.002754124,0.0001321372,0.0003901488,0.0005316579,0.0002685422,0.0003914487,0.0006040685,0.0002734194,0.0001187844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222171,"about_ca_system_score_gemma":0.0007255048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096132,"about_ca_topic_score_gemma":0.002486944,"domain_scores_codex":[0.999645,0.00008225206,0.00005520973,0.00003372033,0.0001117814,0.00007208629],"domain_scores_gemma":[0.9988262,0.0001611159,0.000687491,0.00002743669,0.0001229584,0.0001747569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005206221,0.0002334102,0.9304309,0.0003690831,0.0001278323,0.001381622,0.0002499726,0.0002093601,0.002041389,0.0001083667,0.0005916691,0.06373578],"study_design_scores_gemma":[0.00005884186,0.001832035,0.9723207,0.0003551758,0.0003554546,0.01706791,0.001156399,0.001163351,0.001682122,0.0003648372,0.003610712,0.00003238561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891546,0.008788384,0.000606866,0.0003602351,0.00004463539,0.00002396986,0.00006300593,0.000009718831,0.0009484809],"genre_scores_gemma":[0.9976099,0.001607251,0.0005073252,0.00004310335,0.00005381218,0.00001014014,0.00004933997,0.000001504172,0.0001177414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001059625,"threshold_uncertainty_score":0.003370702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457771472362831,"score_gpt":0.313846817261155,"score_spread":0.2792691025375267,"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."}}