{"id":"W1883516431","doi":"10.1002/jor.23065","title":"Enhancing fixation strength in periprosthetic femur fractures by orthogonal plating—A biomechanical study","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Research®","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AO Foundation; Alexander Foundation for Orthodontic Research and Education","keywords":"Periprosthetic; Osteosynthesis; Femur; Fixation (population genetics); Prosthesis; Orthodontics; Medicine; Cadaveric spasm; Arthroplasty; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007003263,0.0002274672,0.0006054898,0.000880443,0.0001458176,0.00008416024,0.0002020618,0.0001599839,0.0002821766],"category_scores_gemma":[0.002884371,0.0001617165,0.0001790526,0.0007650915,0.0001762322,0.0003142807,0.0001232001,0.001680282,0.00002800159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285809,"about_ca_system_score_gemma":0.001289926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006847476,"about_ca_topic_score_gemma":0.0001160073,"domain_scores_codex":[0.9945083,0.0005835817,0.001193287,0.0003224238,0.002741171,0.0006512849],"domain_scores_gemma":[0.9974067,0.0003718857,0.000413298,0.0002766011,0.0007780468,0.0007534434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005372563,0.006541038,0.7255398,0.0001714625,0.0003052296,0.008532685,0.006195065,0.00004264464,0.0171585,0.0001485992,0.02018267,0.2098097],"study_design_scores_gemma":[0.07543451,0.0611901,0.6422235,0.003615715,0.0004188808,0.01351062,0.06089451,0.002364288,0.009877219,0.001357488,0.1274551,0.001657993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962636,0.0009138952,0.0001896379,0.001030301,0.0004160298,0.0005594971,0.0000119957,0.0000178054,0.0005972254],"genre_scores_gemma":[0.9982288,0.000115529,0.0004675941,0.0001295084,0.0006572222,0.00001033987,0.00001432157,0.00003644828,0.0003401704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081517,"threshold_uncertainty_score":0.7300081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643548800103322,"score_gpt":0.3883859769752264,"score_spread":0.3240310969648942,"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."}}