{"id":"W4387343821","doi":"10.36660/abcimg.20230075","title":"Papel do Ecocardiograma com Strain na Avaliação de Pacientes com Doença de Chagas","year":2023,"lang":"pt","type":"article","venue":"ARQUIVOS BRASILEIROS DE CARDIOLOGIA - IMAGEM CARDIOVASCULAR","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine","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"],"category_scores_codex":[0.003863301,0.001649295,0.003752432,0.001223181,0.001233043,0.0008677347,0.002037246,0.001394621,0.0003806956],"category_scores_gemma":[0.00423481,0.001647513,0.008343524,0.003709428,0.001960606,0.0005187896,0.001344151,0.002700753,0.002972384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076401,"about_ca_system_score_gemma":0.001758043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004618093,"about_ca_topic_score_gemma":0.00001213532,"domain_scores_codex":[0.9838501,0.003638204,0.001522336,0.002672796,0.002530276,0.00578629],"domain_scores_gemma":[0.9891393,0.001340612,0.0003437948,0.00568055,0.0008773263,0.00261847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005118128,0.0005390825,0.6101976,0.001562314,0.03566132,0.01099975,0.002437973,0.006862263,0.123264,0.000737688,0.1591098,0.04811646],"study_design_scores_gemma":[0.005163775,0.0006894891,0.9352992,0.0004562633,0.0035691,0.003456505,0.004937301,0.003595367,0.002443726,0.0002986706,0.03847467,0.001615906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8022563,0.06541529,0.09080718,0.004133789,0.002756057,0.00875761,0.009591676,0.003979473,0.01230265],"genre_scores_gemma":[0.9775668,0.01176408,0.0008745448,0.001028394,0.002030451,0.001124489,0.001381575,0.0004247393,0.003804909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251016,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383720894168426,"score_gpt":0.3062179258037837,"score_spread":0.267845836386941,"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."}}