{"id":"W4319987869","doi":"10.21608/ejhm.2023.280210","title":"Results of Using Modular Mega Prosthesis after Proximal Femoral Tumor Resection","year":2023,"lang":"en","type":"article","venue":"The Egyptian Journal of Hospital Medicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mega-; Resection; Prosthesis; Modular design; Surgery; General surgery; Radiology","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":[0.00148735,0.0001898786,0.0005712542,0.0003230043,0.00009242826,0.000009180259,0.0001438757,0.00005619099,0.00008734501],"category_scores_gemma":[0.0007326636,0.00009947972,0.0001712979,0.0005494528,0.0003400135,0.0001570454,0.00005139185,0.0004054252,0.00000942954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288921,"about_ca_system_score_gemma":0.000134935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002085998,"about_ca_topic_score_gemma":0.000002452242,"domain_scores_codex":[0.9976663,0.00009567412,0.0009046709,0.0001674455,0.0008376184,0.0003283138],"domain_scores_gemma":[0.998445,0.00008293224,0.0006292716,0.000296538,0.0003483041,0.000197903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1087844,0.004036498,0.4211511,0.003513784,0.004106686,0.0414833,0.05156884,0.001082798,0.134654,0.0004822656,0.0981104,0.131026],"study_design_scores_gemma":[0.02893407,0.0486034,0.8574774,0.009173854,0.001972974,0.01181868,0.008756095,0.004449617,0.01568593,0.0006373826,0.0117573,0.0007332435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874914,0.0005024453,0.00006228218,0.01006319,0.001198001,0.0003816063,0.0000158333,0.00002369658,0.0002615429],"genre_scores_gemma":[0.9971096,0.00007646929,0.000424588,0.0001898905,0.001720005,0.00000372154,0.000004628117,0.0000319978,0.0004390781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4363264,"threshold_uncertainty_score":0.4056665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173867559508418,"score_gpt":0.2763835599087447,"score_spread":0.2546448843136605,"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."}}