{"id":"W4394878483","doi":"10.51161/conasf2024/34525","title":"AVALIAÇÃO DO RISCO CIRÚRGICO EM PACIENTES COM CIRROSE HEPÁTICA SUBMETIDOS A CIRURGIA DE TRANSPLANTE HEPÁTICO","year":2024,"lang":"pt","type":"article","venue":"","topic":"Liver Disease and Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008843502,0.0002318884,0.0004450167,0.0007335068,0.0004667324,0.0008841315,0.0002021606,0.0004367901,0.003706326],"category_scores_gemma":[0.002734481,0.000137909,0.0005279162,0.0007551677,0.0002939092,0.000393868,0.0004454576,0.0004237993,0.0002843756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791893,"about_ca_system_score_gemma":0.0004702274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295468,"about_ca_topic_score_gemma":0.002342489,"domain_scores_codex":[0.9995815,0.0001365551,0.00007362667,0.00007596716,0.00007225398,0.00006008717],"domain_scores_gemma":[0.9985574,0.0003759025,0.0006732742,0.00005411806,0.0001564376,0.0001828944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109496,0.00008553493,0.9861456,0.0001720242,0.0001506148,0.0002535508,0.0003364298,0.00005389098,0.0008372086,0.0001006724,0.0003195977,0.01043529],"study_design_scores_gemma":[0.0000689818,0.001547485,0.9932926,0.0001646895,0.0002696904,0.001093614,0.0009622226,0.0002681782,0.0004519161,0.0002180265,0.001647665,0.00001497226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944097,0.002437317,0.0002906929,0.0002949194,0.00002874406,0.00004221113,0.0003563756,0.000009294174,0.002130692],"genre_scores_gemma":[0.9982526,0.0005742694,0.0002196797,0.0000954162,0.00003859699,0.00003406968,0.0001930321,0.000001875463,0.0005905243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003706326,"threshold_uncertainty_score":0.01239896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661074163344752,"score_gpt":0.2768005064512132,"score_spread":0.2601897648177657,"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."}}