{"id":"W2805374478","doi":"10.1007/s00264-018-3997-5","title":"Reconstructed the bone stock after femoral bone loss in Vancouver B3 periprosthetic femoral fractures using cortical strut allograft and impacted cancellous allograft","year":2018,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"West China Hospital, Sichuan University","keywords":"Periprosthetic; Medicine; Orthopedic surgery; Cancellous bone; Femoral bone; Surgery; Cortical bone; Femur; Arthroplasty; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003292191,0.0003692769,0.0004790578,0.0002576488,0.000190533,0.00009562188,0.0001355856,0.0002174869,0.001457464],"category_scores_gemma":[0.000295818,0.0002593834,0.0001687397,0.0002557967,0.001183945,0.0002151143,0.0001630524,0.0007187016,0.00001177524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516719,"about_ca_system_score_gemma":0.0003222617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321225,"about_ca_topic_score_gemma":0.003059921,"domain_scores_codex":[0.9974017,0.0001010509,0.000690558,0.0005124476,0.0007095873,0.0005847207],"domain_scores_gemma":[0.9986967,0.0001022082,0.000224484,0.0003189675,0.0003144023,0.0003432302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00166112,0.0002017998,0.9552315,0.00002512349,0.0001577273,0.001528506,0.0006195961,0.00001050613,0.0007752283,0.00004206762,0.0007470252,0.03899973],"study_design_scores_gemma":[0.004004056,0.0005275111,0.9666016,0.000245114,0.0001497002,0.004041424,0.0002832802,0.006616896,0.0000998844,0.00008412674,0.01695096,0.0003955054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949848,0.0004114748,0.0001815581,0.001085483,0.00217151,0.0005065525,0.0001359273,0.00006773041,0.0004549858],"genre_scores_gemma":[0.9943174,0.00007452517,0.001887899,0.002139414,0.001037326,0.00002435464,0.00005721992,0.00005151666,0.000410406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03860422,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382324777621212,"score_gpt":0.2913559682974292,"score_spread":0.277532720521217,"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."}}