{"id":"W7132998448","doi":"","title":"Chronische diarree","year":2012,"lang":"","type":"book-chapter","venue":"Pure Amsterdam UMC","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001593341,0.001517345,0.002802126,0.0004974138,0.0003849355,0.00009766837,0.000937723,0.001684204,0.03245636],"category_scores_gemma":[0.0006824,0.001363041,0.001219418,0.00008796324,0.001513483,0.0003666778,0.001051714,0.003615825,0.01769875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483368,"about_ca_system_score_gemma":0.000324162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007527354,"about_ca_topic_score_gemma":0.00008614368,"domain_scores_codex":[0.9916157,0.0003783996,0.00182724,0.001506172,0.001149315,0.003523248],"domain_scores_gemma":[0.9943066,0.0001679619,0.0006806106,0.001955761,0.0003395013,0.00254958],"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":[0.00361392,0.0008244939,0.04722849,0.004156576,0.003911685,0.002803114,0.0004705745,0.000004886001,0.003811197,0.04128879,0.1329775,0.7589087],"study_design_scores_gemma":[0.003231004,0.002923032,0.00832612,0.001913213,0.0008345278,0.001057853,0.00004284101,0.0000752194,0.00007335891,0.001516835,0.9790004,0.001005614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004345128,0.09836375,0.001457317,0.01639141,0.006039809,0.00366978,0.0007210185,0.0003032343,0.8687086],"genre_scores_gemma":[0.6292324,0.03559195,0.0008663022,0.00454705,0.01487404,0.0001856624,0.0009038916,0.0004701541,0.3133285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8460228,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04516312858311899,"score_gpt":0.3074930308059583,"score_spread":0.2623299022228393,"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."}}