{"id":"W2782380327","doi":"","title":"Ooorzakelijke HPV-typen van anuscarcinoom.","year":2016,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Computer science; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088071,0.0006827118,0.000878031,0.0001754188,0.0004937632,0.000160812,0.00163949,0.0002036799,0.001003698],"category_scores_gemma":[0.0000496999,0.0004475198,0.0001544917,0.0004081278,0.0003666508,0.0005709071,0.002482041,0.0004963907,0.001037982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006380775,"about_ca_system_score_gemma":0.0001366199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151763,"about_ca_topic_score_gemma":0.002747142,"domain_scores_codex":[0.9956869,0.0003422258,0.0007125473,0.001501564,0.000552518,0.00120421],"domain_scores_gemma":[0.9959992,0.0007510813,0.0002713755,0.002120736,0.00007454731,0.000783021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002515209,0.0004985433,0.5223262,0.00285951,0.0009072364,0.0007931443,0.005145659,0.00002302586,0.01518164,0.000482457,0.01879905,0.4304683],"study_design_scores_gemma":[0.003946642,0.001120487,0.8112441,0.005289599,0.001246648,0.0003398541,0.002182279,0.04098685,0.0002737416,0.001350723,0.1305959,0.001423181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546846,0.008249401,0.0006453178,0.002181547,0.001062988,0.0005857824,0.001651866,0.0002112301,0.03072727],"genre_scores_gemma":[0.9789838,0.004086256,0.0002157946,0.0009467245,0.002984296,0.00001281732,0.001302596,0.00009262018,0.01137516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4290451,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329646157773247,"score_gpt":0.2511716057958561,"score_spread":0.2278751442181236,"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."}}