{"id":"W4391112454","doi":"10.1016/j.suronc.2024.102038","title":"Clinical outcomes of total femoral replacement. First Latin American experience","year":2024,"lang":"en","type":"article","venue":"Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Femur; Complication; Sarcoma; Medical diagnosis; Retrospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006185537,0.0002865605,0.0002352556,0.000925105,0.0003681596,0.0005955001,0.0002663463,0.0002848974,0.002426866],"category_scores_gemma":[0.001460699,0.0001299413,0.0002828298,0.001352326,0.0003436915,0.0003566945,0.0004760793,0.0002059281,0.0004023078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545106,"about_ca_system_score_gemma":0.0007894962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005026413,"about_ca_topic_score_gemma":0.006815806,"domain_scores_codex":[0.9997374,0.0000575074,0.00003399599,0.00003764356,0.00007605883,0.00005735995],"domain_scores_gemma":[0.9989699,0.0001143561,0.0005911685,0.00004933981,0.0001378327,0.0001374961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300309,0.000117656,0.9763352,0.0001100777,0.00005048064,0.00280908,0.0004973739,0.00008751352,0.0005389369,0.00005822645,0.0007222204,0.01854335],"study_design_scores_gemma":[0.0000588597,0.0006011619,0.9583861,0.0002365071,0.00007249761,0.03081965,0.002010737,0.0001748655,0.000438159,0.0001138873,0.007066418,0.0000211237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914215,0.003617869,0.0001528425,0.0002178143,0.0000197192,0.00002644419,0.0005357927,0.00001611391,0.003991789],"genre_scores_gemma":[0.996758,0.001951578,0.0001562677,0.0001544663,0.00002184547,0.00002134136,0.0005098676,0.000004438117,0.0004221277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005026413,"threshold_uncertainty_score":0.009994268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875541606850941,"score_gpt":0.4276709425864399,"score_spread":0.3689155265179305,"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."}}