{"id":"W2403514711","doi":"10.1002/cncr.29931","title":"External validation of a multi‐institutional retroperitoneal sarcoma nomogram","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Nomogram; Medicine; Confidence interval; Sarcoma; Concordance; Cohort; Soft tissue sarcoma; Prognostic variable; Retrospective cohort study; Radiology; Oncology; Cancer; Internal medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003553926,0.00007244288,0.0001387102,0.00003716233,0.00002653425,0.000003462506,0.00003251716,0.00003292759,0.0006616868],"category_scores_gemma":[0.00002359376,0.00003878692,0.00007372096,0.00005325877,0.00007705454,0.0000468492,0.00001327888,0.00002638765,0.00003786294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509597,"about_ca_system_score_gemma":0.00009306599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149555,"about_ca_topic_score_gemma":0.00001019567,"domain_scores_codex":[0.9994771,0.00001083159,0.0001320099,0.000127733,0.0001508133,0.0001014805],"domain_scores_gemma":[0.9996634,0.00002239951,0.00004591215,0.0001274486,0.00007856369,0.00006231178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112131,0.0004156242,0.7352344,0.00002143482,0.0000690552,0.00003999033,0.00003961998,0.00000380195,0.05158038,0.0004471253,0.0003351949,0.2117021],"study_design_scores_gemma":[0.003548188,0.0001304059,0.7855257,0.0004332643,0.00008252286,0.00003769797,0.000006962344,0.00004274032,0.2008073,0.00003307535,0.009277209,0.00007496171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951892,0.002427094,0.0007515947,0.0008306394,0.000197158,0.0001599903,0.00003796643,0.0000188717,0.0003874851],"genre_scores_gemma":[0.9974391,0.000298079,0.001514024,0.0001037863,0.0001764014,0.0000844391,0.000005586283,0.000007315738,0.0003712317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116272,"threshold_uncertainty_score":0.7245006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027847869355641,"score_gpt":0.3235205756129222,"score_spread":0.2832420969193659,"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."}}