{"id":"W3194827107","doi":"10.2139/ssrn.3572896","title":"Nationwide Incidence of Sarcomas and Tumors of Intermediate Malignancy in France","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Incidence (geometry); Malignancy; Medicine; Sarcoma; Demography; Internal medicine; Pathology; Sociology","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":[0.0003971923,0.00007985988,0.0002825802,0.00009790756,0.0000164129,0.000002942007,0.00009319954,0.00003415084,0.00003724961],"category_scores_gemma":[0.0001444017,0.00007158134,0.00005081226,0.0001750989,0.0000729304,0.0001186966,0.00002430961,0.0007249037,0.000001093221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310638,"about_ca_system_score_gemma":0.001479237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006314416,"about_ca_topic_score_gemma":0.0001673091,"domain_scores_codex":[0.9988053,0.00003406421,0.000386507,0.00011659,0.0001809796,0.0004765621],"domain_scores_gemma":[0.9995901,0.00003708528,0.0001650042,0.00006747046,0.00006455506,0.0000757621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005466596,0.00007712647,0.8959954,0.0003144801,0.0001262732,0.00005456947,0.002264716,0.00006060692,0.0445814,0.007081346,0.00003236002,0.04886507],"study_design_scores_gemma":[0.007937715,0.00282144,0.9523225,0.0008083083,0.00007626686,0.00071063,0.00256061,0.002327965,0.01776198,0.01197406,0.0004198712,0.0002785828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906995,0.007428108,0.0005516292,0.000938432,0.00003184749,0.0001010934,0.000002663786,0.000004387709,0.0002423335],"genre_scores_gemma":[0.9948723,0.004437863,0.0001020611,0.0004221434,0.0000605311,0.000001586746,0.000001766403,0.000008821089,0.00009287195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05632718,"threshold_uncertainty_score":0.3149386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008214719907890015,"score_gpt":0.2442393246168829,"score_spread":0.2360246047089928,"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."}}