{"id":"W4387265992","doi":"10.54751/revistafoco.v16n10-013","title":"PROCEDIMENTOS E EVOLUÇÃO NO DIAGNÓSTICO DA LLA: UMA REVISÃO BIBLIOGRÁFICA","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Gynecology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002779361,0.001034464,0.001886259,0.004412925,0.0005132955,0.0007396139,0.001302519,0.0006488764,0.005425875],"category_scores_gemma":[0.00592151,0.0009499014,0.0006780621,0.01778376,0.0004722353,0.0003863514,0.001155695,0.001908123,0.07724584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370181,"about_ca_system_score_gemma":0.001879072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448332,"about_ca_topic_score_gemma":0.000004840645,"domain_scores_codex":[0.9908304,0.0005315622,0.001661372,0.001851616,0.002451902,0.002673116],"domain_scores_gemma":[0.9931145,0.001165746,0.00048429,0.002584796,0.001161439,0.001489179],"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":[0.0004588243,0.0003616134,0.01288583,0.008344599,0.0005967997,0.001600096,0.0005200004,0.000004547644,0.003528642,0.001255803,0.9465125,0.02393071],"study_design_scores_gemma":[0.004946483,0.001484829,0.02024209,0.005925983,0.0009272352,0.0001556613,0.0005445429,0.008265234,0.0004290684,0.00004283072,0.9557869,0.001249089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4870713,0.1991887,0.001519325,0.07189606,0.01001133,0.0561507,0.002787973,0.009880032,0.1614945],"genre_scores_gemma":[0.5061086,0.08736153,0.0008618379,0.003233156,0.01078058,0.001956758,0.001565851,0.001198462,0.3869332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2254387,"threshold_uncertainty_score":0.9992952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508997207907187,"score_gpt":0.347489494881218,"score_spread":0.3023995228021461,"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."}}