{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001739479,0.0001613475,0.0004917672,0.0001856725,0.00004625879,0.00001241449,0.00004725287,0.00006016532,0.00003264258],"category_scores_gemma":[0.0001741846,0.0001147937,0.0002475563,0.0004042958,0.00004322518,0.00007220468,0.00002759884,0.00005284901,0.00003064643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001715301,"about_ca_system_score_gemma":0.000180015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005878947,"about_ca_topic_score_gemma":0.000002179273,"domain_scores_codex":[0.998719,0.00001784011,0.0003118412,0.0002500189,0.0003441611,0.0003571777],"domain_scores_gemma":[0.9985996,0.0005741976,0.0001150785,0.0002681621,0.000240997,0.0002019289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004610075,0.0007008823,0.8760355,0.0001703238,0.000210278,0.00005406656,0.00003100422,6.58275e-7,0.00002642821,0.00002016987,0.04615054,0.07613921],"study_design_scores_gemma":[0.001040392,0.0004811825,0.9897171,0.0003280592,0.00009162573,0.00000463568,0.00001313027,0.000007320275,0.000904705,0.00004851426,0.007239815,0.0001235592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962558,0.0006142898,0.00001028915,0.001958939,0.000130274,0.0007477014,0.00005541887,0.00008995524,0.0001373467],"genre_scores_gemma":[0.9975877,0.0001837523,0.0006809153,0.0005567324,0.0001289352,0.0001151674,0.0005434062,0.00004307806,0.000160329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136816,"threshold_uncertainty_score":0.468115,"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."}}