{"id":"W4361004784","doi":"10.3390/curroncol30040278","title":"Staging Systems and Nomograms for Soft Tissue Sarcoma","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nomogram; Medicine; Soft tissue sarcoma; Event (particle physics); Staging system; Medical physics; Sarcoma; Oncology; Cancer; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781987,0.001290927,0.001550478,0.006108733,0.0003239534,0.0009669155,0.001165292,0.0006480124,0.003613636],"category_scores_gemma":[0.003485358,0.0003729225,0.001971612,0.004391786,0.0006759127,0.001585314,0.0007854878,0.001642824,0.001759117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009811247,"about_ca_system_score_gemma":0.001506004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414039,"about_ca_topic_score_gemma":0.004169432,"domain_scores_codex":[0.9993925,0.000180692,0.0001325923,0.00009149413,0.0001735471,0.00002915117],"domain_scores_gemma":[0.9988092,0.0006865417,0.0001647381,0.00004575961,0.0002565762,0.00003707034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006234052,0.00002686535,0.00118661,0.02018061,0.0003038914,0.0001048817,0.00008423313,0.001227868,0.0004378294,0.005477189,0.02943216,0.9414755],"study_design_scores_gemma":[0.00002967231,0.000127406,0.006720511,0.0177498,0.0008934497,0.002099377,0.0001641674,0.0007878841,0.0005704943,0.007188453,0.9635934,0.00007535567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003272791,0.9940327,0.002173939,0.0007182977,0.0004622471,0.00004216463,0.0003430094,0.00003630425,0.001864101],"genre_scores_gemma":[0.003271029,0.9912717,0.003482243,0.0003230103,0.0002884804,0.00005852664,0.0006820392,0.00001147742,0.0006115051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006108733,"threshold_uncertainty_score":0.01208889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413873267363666,"score_gpt":0.5124239298764194,"score_spread":0.1710366031400528,"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."}}