{"id":"W4385271400","doi":"10.1302/1358-992x.2023.12.016","title":"LOW RATE OF PERIPROSTHETIC FEMORAL FRACTURE WITH THE ANTERIOR APPROACH USING STEMS CEMENTED ACCORDING TO THE “FRENCH PARADOX”","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Lesser Trochanter; Femoral neck; Calcar; Surgery; Greater trochanter; Femoral canal; Dentistry; Total hip arthroplasty; Arthroplasty; Femur; Osteoporosis; Internal medicine","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":[0.0006896694,0.0002379128,0.0003280459,0.0009756646,0.0003131719,0.0005531908,0.0003204253,0.0005733218,0.001446901],"category_scores_gemma":[0.003506445,0.0002592739,0.0004148056,0.0006171839,0.000479927,0.0004238856,0.0004460734,0.000286836,0.0002332797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261075,"about_ca_system_score_gemma":0.0003581591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432685,"about_ca_topic_score_gemma":0.00295221,"domain_scores_codex":[0.9990714,0.0002147468,0.0001108077,0.0002008609,0.0002808647,0.0001213524],"domain_scores_gemma":[0.9968753,0.0004679053,0.00192313,0.0002337652,0.0002316582,0.0002683279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007607802,0.00001953156,0.9954196,0.00001398314,0.0000262807,0.0004708553,0.00006208898,0.00001623726,0.0003582521,0.00001421364,0.00004796793,0.003474884],"study_design_scores_gemma":[0.000008082943,0.0003674926,0.9884566,0.00001194838,0.00003360908,0.01020979,0.0002860916,0.0001259338,0.0001371619,0.00003122019,0.0003239056,0.000008117428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992505,0.0003353904,0.0001603128,0.00002051646,0.000005083848,0.000005211143,0.00002518687,0.000003273261,0.0001945156],"genre_scores_gemma":[0.9995902,0.0001494692,0.0001119167,0.0000290085,0.00001583501,0.000002397039,0.00003753796,0.000001189541,0.00006242986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446901,"threshold_uncertainty_score":0.004840374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990081277104049,"score_gpt":0.2565084212518649,"score_spread":0.2366076084808244,"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."}}