{"id":"W3081686198","doi":"10.1158/1538-7755.disp19-d013","title":"Abstract D013: EHE Foundation","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Medicine; Foundation (evidence); Ethnic group; Cancer; Family medicine; Library science; Political science; Internal medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000781586,0.0001646006,0.0004329129,0.00005845503,0.00008252926,0.000005895951,0.00008604235,0.0001595456,0.001198785],"category_scores_gemma":[0.0005225231,0.0001440573,0.0003643447,0.000175509,0.0001068776,0.000113169,0.00003389363,0.000179416,0.000224258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009586787,"about_ca_system_score_gemma":0.0001151491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009364376,"about_ca_topic_score_gemma":0.00001983591,"domain_scores_codex":[0.9984826,0.0002010388,0.0004866914,0.0004227362,0.0001006253,0.0003062807],"domain_scores_gemma":[0.9991494,0.0001243608,0.0002255063,0.000207085,0.00006451833,0.0002291309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008245636,0.0001846368,0.6176378,0.0004551502,0.001358398,0.00005545183,0.0001893435,0.000037816,0.02191336,0.001350809,0.06817017,0.2878225],"study_design_scores_gemma":[0.001907676,0.0002867572,0.916459,0.0002932364,0.0003426463,0.00002730652,0.00008170753,0.001380854,0.0008610736,0.003269414,0.07483817,0.0002521461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122623,0.0215849,0.02098405,0.1382069,0.001349084,0.001496603,0.00001295112,0.0004118446,0.003691359],"genre_scores_gemma":[0.9896968,0.0007884283,0.002804381,0.005338144,0.0006397882,0.00007803646,0.0002586081,0.0000270974,0.0003687094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988212,"threshold_uncertainty_score":0.9997143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122301315133816,"score_gpt":0.3864434635882384,"score_spread":0.2742133320748568,"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."}}