{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0232142,0.000881183,0.0005312585,0.001633251,0.0005245078,0.001117992,0.001208529,0.0005952161,0.001004528],"category_scores_gemma":[0.03648496,0.0002774947,0.0008907871,0.0009462423,0.0006992792,0.000617056,0.001573658,0.0007455915,0.0004757749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007769779,"about_ca_system_score_gemma":0.001141098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231252,"about_ca_topic_score_gemma":0.001527466,"domain_scores_codex":[0.9921341,0.004518779,0.0005114737,0.001158483,0.001438275,0.0002387995],"domain_scores_gemma":[0.9588268,0.02073381,0.004558279,0.008747743,0.006294811,0.0008385672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000983022,0.0002560093,0.9539248,0.0001047599,0.0004494333,0.0001371115,0.0003197797,0.008006534,0.002130145,0.0001656008,0.001157646,0.03236512],"study_design_scores_gemma":[0.0003699784,0.001355964,0.903152,0.0001752595,0.0005889385,0.001509252,0.0003334506,0.07350713,0.01148992,0.0004983041,0.00695082,0.00006897669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818428,0.0002553362,0.01451023,0.00006449307,0.00003818582,0.0003083566,0.001273284,0.0001238177,0.00158353],"genre_scores_gemma":[0.9913313,0.00005350156,0.005569531,0.00003795563,0.00001944787,0.0001603452,0.002699005,0.00002489169,0.0001039959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0232142,"threshold_uncertainty_score":0.1227698,"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."}}