{"id":"W4387077821","doi":"10.1097/sla.0000000000006098","title":"New Sarculator Prognostic Nomograms for Patients With Primary Retroperitoneal Sarcoma","year":2023,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Nomogram; Interquartile range; Hazard ratio; Cohort; Clinical endpoint; Proportional hazards model; Overall survival; Internal medicine; Confidence interval; Surgery; Urology; Nuclear medicine; Clinical trial","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":[0.005293339,0.0009453403,0.0007224948,0.003908874,0.000454333,0.001387476,0.001012295,0.0004635966,0.001647466],"category_scores_gemma":[0.01453755,0.000202174,0.0009333449,0.002324827,0.0002916917,0.001423792,0.001154001,0.0008574095,0.00081612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009371226,"about_ca_system_score_gemma":0.001318908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473068,"about_ca_topic_score_gemma":0.004729922,"domain_scores_codex":[0.9983317,0.0007497368,0.0001821638,0.0001610325,0.0004608747,0.0001143923],"domain_scores_gemma":[0.9937978,0.001626049,0.00174772,0.0004786296,0.001896298,0.0004534741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004667859,0.0000609021,0.8526942,0.0001549376,0.0002389634,0.000145805,0.0001509344,0.006461399,0.000370371,0.0006477295,0.01800518,0.1206028],"study_design_scores_gemma":[0.0001995665,0.0007575003,0.8436988,0.0003932799,0.0008837254,0.002215579,0.0006467295,0.0894032,0.001498392,0.001679756,0.05850493,0.000118575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891887,0.0151192,0.0631624,0.00436276,0.0008149702,0.0005498899,0.0105853,0.001420581,0.01479625],"genre_scores_gemma":[0.9489807,0.002336612,0.03531004,0.0002792738,0.0003726896,0.0002772369,0.01119045,0.0001249417,0.001128054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005293339,"threshold_uncertainty_score":0.02799422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292048097627133,"score_gpt":0.3182451656082304,"score_spread":0.189040355845517,"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."}}