{"id":"W4412362731","doi":"10.1007/s00402-025-05987-6","title":"Biomechanical comparison of cemented versus cementless fixation in intraoperative femoral fractures during total hip arthroplasty","year":2025,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Fixation (population genetics); Femur; Orthopedic surgery; Initial stability; Arthroplasty; Internal fixation; Orthodontics; Biomechanics; Surgery; Dentistry; Implant; Anatomy","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":[0.0008064328,0.0004663997,0.0004250069,0.0007495442,0.0001369607,0.0003688158,0.0003787924,0.0003508765,0.0009108828],"category_scores_gemma":[0.001803335,0.0003118175,0.0003552569,0.000383004,0.0006000544,0.0003179559,0.0003638455,0.0002732758,0.0001450735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278302,"about_ca_system_score_gemma":0.0004404771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096649,"about_ca_topic_score_gemma":0.001584183,"domain_scores_codex":[0.9992811,0.0001060557,0.00007894107,0.00007686907,0.0003947445,0.00006226217],"domain_scores_gemma":[0.9986879,0.000250269,0.0004845108,0.0001009724,0.0003683125,0.0001079226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02869893,0.001957849,0.1615296,0.00110807,0.0003935818,0.0005566229,0.000784845,0.002697552,0.7434654,0.00006624035,0.00009094577,0.0586504],"study_design_scores_gemma":[0.0004524898,0.08603252,0.6737239,0.0001604679,0.0006641981,0.003030618,0.001252407,0.006906973,0.2260812,0.0001971674,0.001412407,0.00008563914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992217,0.0003737081,0.0003177816,0.000003775185,0.000004922709,0.0000132373,0.00001615881,0.000003277524,0.00004545766],"genre_scores_gemma":[0.9992338,0.0001556348,0.0004686064,0.000007257453,0.000003781104,0.00001251036,0.00004990561,0.000001792359,0.00006663337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00096649,"threshold_uncertainty_score":0.004264891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257458952568743,"score_gpt":0.3044205548878773,"score_spread":0.278674659631003,"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."}}