{"id":"W4412668954","doi":"10.1007/s00264-025-06618-w","title":"Trans-osseous repair of the posterior structures is superior to direct suturing in posterior approach total hip arthroplasty: a comparative cadaveric study","year":2025,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Place Centre; Queen's University; University of Toronto; St. Michael's Hospital","funders":"DePuy Synthes Spine","keywords":"Medicine; Cadaveric spasm; Orthopedic surgery; Total hip arthroplasty; Arthroplasty; Surgery","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":[0.0002548514,0.0003134968,0.0006179041,0.0003780298,0.0001114943,0.00004109932,0.0002304758,0.0001004952,0.0001710014],"category_scores_gemma":[0.0001176882,0.000225522,0.0003250738,0.0005405277,0.0001735281,0.0001168129,0.0002198586,0.000367274,0.000004625261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372322,"about_ca_system_score_gemma":0.0002889797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416173,"about_ca_topic_score_gemma":0.0003068807,"domain_scores_codex":[0.9975387,0.0001159194,0.0007612305,0.0005212773,0.0007382769,0.0003245516],"domain_scores_gemma":[0.9990144,0.0001090667,0.0001430434,0.0004044496,0.0002076835,0.0001214052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001669644,0.001088234,0.9695966,0.0001415653,0.0006627581,0.0002006847,0.01069208,0.0002523557,0.002048316,0.00008739992,0.0007323626,0.01282795],"study_design_scores_gemma":[0.003217504,0.0005497815,0.9837894,0.0003057263,0.0001339391,0.0004396271,0.003207814,0.0006054022,0.0007394133,0.000007101746,0.006773695,0.0002305401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920244,0.0001623207,0.0000528378,0.0008796352,0.001859283,0.00141611,0.0001915834,0.00006375992,0.003350107],"genre_scores_gemma":[0.9965982,0.00001168399,0.0004434054,0.0009790582,0.000208777,0.00005951751,0.00001870692,0.00002344302,0.001657146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141928,"threshold_uncertainty_score":0.9196521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943277283844175,"score_gpt":0.2947373671076577,"score_spread":0.275304594269216,"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."}}