{"id":"W4393965995","doi":"10.36660/abcimg.20240007","title":"Sarcoidose Cardíaca: O Camaleão da Cardiologia","year":2024,"lang":"pt","type":"article","venue":"ARQUIVOS BRASILEIROS DE CARDIOLOGIA - IMAGEM CARDIOVASCULAR","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"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","metaepi_broad","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0117756,0.002805869,0.006960955,0.001654816,0.0009558945,0.001742203,0.00228777,0.002907561,0.0008116597],"category_scores_gemma":[0.002929947,0.002521353,0.01584448,0.003559605,0.002513279,0.0009631663,0.002058969,0.005630208,0.005199587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898665,"about_ca_system_score_gemma":0.002652538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009926441,"about_ca_topic_score_gemma":0.00001111562,"domain_scores_codex":[0.9781147,0.004695609,0.002361683,0.005170571,0.00400403,0.005653404],"domain_scores_gemma":[0.9879667,0.001822746,0.0002542454,0.006698614,0.001079031,0.002178714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208081,0.0006983386,0.4177411,0.009190189,0.1273035,0.07817008,0.002736637,0.007785436,0.0654294,0.0007117311,0.1946859,0.09433965],"study_design_scores_gemma":[0.008468503,0.002748412,0.6614048,0.0044711,0.03354517,0.02153375,0.004835451,0.008044561,0.01576088,0.0002108286,0.2318835,0.007093058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4875123,0.46943,0.01036653,0.0008570168,0.007137258,0.004619655,0.001562101,0.002150386,0.01636469],"genre_scores_gemma":[0.9597759,0.02026649,0.0006890073,0.0008857662,0.00924075,0.0008509122,0.0005828274,0.0007212156,0.006987156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4722635,"threshold_uncertainty_score":0.9992941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834891044835764,"score_gpt":0.3215246571972149,"score_spread":0.2731757467488573,"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."}}