{"id":"W4392186152","doi":"10.55684/2024.82.009","title":"Quanto há de doença celíaca na síndrome dispéptica?","year":2024,"lang":"pt","type":"article","venue":"BioSCIENCE","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Chemistry; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001012013,0.0002639941,0.0002638931,0.0003564798,0.0002161355,0.0004498989,0.0005351756,0.00009091255,0.001275825],"category_scores_gemma":[0.0005439335,0.0002133442,0.0002001011,0.00131998,0.000537823,0.000270353,0.0004344861,0.0003237753,0.003317605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147147,"about_ca_system_score_gemma":0.001039705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086979,"about_ca_topic_score_gemma":0.00002472641,"domain_scores_codex":[0.9962779,0.00008407528,0.0002975224,0.0008542525,0.00119689,0.001289328],"domain_scores_gemma":[0.9978977,0.0001603606,0.00003208741,0.0006324544,0.00006436004,0.001213041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005691162,0.002990109,0.01060979,0.01383001,0.0006396676,0.01783461,0.00544062,0.0000241903,0.1896154,0.1292974,0.4315622,0.1975868],"study_design_scores_gemma":[0.0015623,0.002072296,0.1038411,0.004437174,0.0006952619,0.0001947616,0.003461269,0.09970692,0.004623861,0.0008237874,0.7773222,0.001259039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.630119,0.1509395,0.03088299,0.07652878,0.01502784,0.005818618,0.000773316,0.001842986,0.08806697],"genre_scores_gemma":[0.9612479,0.002609729,0.0001598461,0.0007696937,0.000372956,0.00004337003,0.00001202984,0.00003050234,0.03475394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.34576,"threshold_uncertainty_score":0.9996371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969734327411093,"score_gpt":0.3563592895429879,"score_spread":0.326661946268877,"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."}}