{"id":"W4389195515","doi":"10.1590/scielopreprints.7558","title":"QUANTO HÁ DE DOENÇA CELÍACA NA SÍNDROME DISPÉPTICA?","year":2023,"lang":"pt","type":"preprint","venue":"","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gynecology","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":[],"category_scores_codex":[0.00106882,0.0008685596,0.0009179177,0.0001853604,0.0002939362,0.0001397806,0.0008961735,0.002601938,0.0002956611],"category_scores_gemma":[0.0002429441,0.0007543174,0.000627919,0.000248447,0.0002484624,0.000004198164,0.00140493,0.001064553,0.002462294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070624,"about_ca_system_score_gemma":0.001288502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225347,"about_ca_topic_score_gemma":0.0002690969,"domain_scores_codex":[0.9948363,0.0004293303,0.001084597,0.001760943,0.0004355755,0.001453307],"domain_scores_gemma":[0.996947,0.00009165907,0.0004303576,0.001496674,0.0002532936,0.0007810105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002327349,0.005025939,0.08973912,0.0278908,0.01436396,0.002717849,0.007628846,0.007295559,0.4824766,0.0451176,0.2962132,0.01920318],"study_design_scores_gemma":[0.01083571,0.008238845,0.1279269,0.01001018,0.00270665,0.001644894,0.01152892,0.01040649,0.1016316,0.006135199,0.6938301,0.01510452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757439,0.01407317,0.0358909,0.01080786,0.01691146,0.005568952,0.001344358,0.0009085248,0.1570558],"genre_scores_gemma":[0.861086,0.005958887,0.0005469762,0.0005327673,0.0008108065,0.0001355168,0.001057412,0.0002007245,0.1296709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3976169,"threshold_uncertainty_score":0.9994908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275263646372629,"score_gpt":0.3171005321618097,"score_spread":0.2843478956980834,"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."}}