{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003440148,0.000195366,0.0007174459,0.000260727,0.00009604776,0.00002185658,0.0002293701,0.0002241715,0.0004182735],"category_scores_gemma":[0.006935248,0.0001192819,0.0003348044,0.0007024708,0.0006216078,0.0002016576,0.0001793403,0.001020839,0.000001414157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333704,"about_ca_system_score_gemma":0.001132425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000079341,"about_ca_topic_score_gemma":0.0001023964,"domain_scores_codex":[0.9961419,0.0004110791,0.001557069,0.0002490072,0.001309067,0.0003318843],"domain_scores_gemma":[0.9981217,0.0003498837,0.0006158492,0.0004732291,0.00028727,0.0001520449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006043556,0.001766358,0.5815315,0.0005346915,0.0002688908,0.0002106872,0.001040568,0.00008077197,0.001608238,0.001069301,0.00126532,0.4100193],"study_design_scores_gemma":[0.005548965,0.0003757223,0.9827622,0.001794713,0.000134424,0.001286939,0.0009197249,0.002095236,0.001627025,0.00129837,0.00201646,0.0001402502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890944,0.0004477213,0.0006403077,0.006572437,0.001296562,0.0003369792,0.0000081834,0.00001426256,0.001589183],"genre_scores_gemma":[0.9988797,0.0001304675,0.0001928622,0.0004195823,0.0002028523,0.000002579614,0.000003569661,0.00001156359,0.0001567843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098791,"threshold_uncertainty_score":0.8302641,"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."}}