{"id":"W3201187245","doi":"10.1016/j.ejca.2021.08.008","title":"Longitudinal prognostication in retroperitoneal sarcoma survivors: Development and external validation of two dynamic nomograms","year":2021,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Nomogram; Sarcoma; Medicine; Radiology; Oncology; 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":[0.0004025061,0.00008896503,0.0002255708,0.00009547431,0.00002136141,0.00001916987,0.00004462448,0.00001085502,0.00005574215],"category_scores_gemma":[0.00005932987,0.00007105358,0.00004808275,0.0001395993,0.00003489275,0.00007257557,0.00002728267,0.0001146465,0.000002678244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219231,"about_ca_system_score_gemma":0.0001569962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003066991,"about_ca_topic_score_gemma":0.0001034793,"domain_scores_codex":[0.9988844,0.0001487989,0.0004755663,0.0001205723,0.0002637662,0.0001068641],"domain_scores_gemma":[0.9992644,0.00003744697,0.0002492011,0.00008885832,0.000280166,0.0000799847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040289,0.0003190712,0.7982931,0.00003749863,0.0000728015,0.000954147,0.0003725271,0.00002313081,0.003683268,0.00001695922,0.000008871139,0.1961147],"study_design_scores_gemma":[0.002183599,0.0001889751,0.9660714,0.000787037,0.00008633946,0.0003799382,0.00007840929,0.0000450761,0.02937686,0.000009194036,0.0007310607,0.00006207233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888409,0.009808015,0.0003795568,0.0004769876,0.0001248548,0.00008639096,0.000001875683,0.000003147527,0.0002782139],"genre_scores_gemma":[0.9925461,0.0006721445,0.006593552,0.0000313868,0.00008756041,0.000003170735,0.000005543721,0.00001509293,0.00004548967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960526,"threshold_uncertainty_score":0.2897481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790402171631311,"score_gpt":0.3117035638429779,"score_spread":0.2837995421266647,"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."}}