{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301288,0.0001306935,0.0007426399,0.00006300882,0.00002955518,0.000007617152,0.00005218336,0.00009264331,0.0009106823],"category_scores_gemma":[0.0001078789,0.0000872686,0.0003190076,0.0002069825,0.0004101511,0.00002559472,0.00007139113,0.0001814273,0.0001138398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158186,"about_ca_system_score_gemma":0.000122221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727993,"about_ca_topic_score_gemma":0.00003912924,"domain_scores_codex":[0.998584,0.00009010987,0.0005496821,0.0003463435,0.000199484,0.0002304157],"domain_scores_gemma":[0.998071,0.001396753,0.00008458497,0.0002432086,0.00003524785,0.0001692688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003019224,0.001051359,0.8089976,0.00001791573,0.0001721989,0.001813965,0.0002135779,8.316421e-7,0.000003324527,0.0007340821,0.0008183023,0.1858749],"study_design_scores_gemma":[0.001363221,0.002540811,0.6041415,0.00003772743,0.0001059677,0.0001399081,0.00022597,0.00009720389,0.00006099531,0.00001954946,0.3911869,0.00008020508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777423,0.0005868366,0.00000680145,0.00415609,0.0005762459,0.0002216815,0.000008952295,0.00006914373,0.01663196],"genre_scores_gemma":[0.9970964,0.0003428364,0.0009853166,0.000294371,0.0001505509,0.00007025239,0.00001292243,0.00001332715,0.001034035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903686,"threshold_uncertainty_score":0.9971332,"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."}}