{"id":"W4223468961","doi":"10.11606/t.22.2022.tde-24032022-100727","title":"Fatores de risco para a mortalidade em candidatos ao transplante de fígado em lista de espera: estudo de coorte retrospectivo","year":2022,"lang":"pt","type":"dissertation","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; Liver transplantation; Censoring (clinical trials); Retrospective cohort study; Proportional hazards model; Bivariate analysis; Cohort; Univariate; Survival analysis; Transplantation; Univariate analysis; Incidence (geometry); Multivariate analysis; Demography; Internal medicine; Multivariate statistics; Statistics; Pathology","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":[0.003192086,0.0003377419,0.0008036589,0.003049952,0.0006450683,0.001098743,0.0004641374,0.0005842277,0.001844691],"category_scores_gemma":[0.0129255,0.0005675666,0.0009482341,0.00257505,0.0005989088,0.001072395,0.0009927503,0.0007051629,0.0002784342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005136479,"about_ca_system_score_gemma":0.0006349195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124462,"about_ca_topic_score_gemma":0.005737236,"domain_scores_codex":[0.9982078,0.000530201,0.0003795425,0.0003647366,0.0003118752,0.0002057894],"domain_scores_gemma":[0.9921963,0.003743488,0.002667339,0.0004013161,0.0007359455,0.0002556564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062336,0.00007766966,0.9947186,0.0001176185,0.00006976128,0.0002586839,0.0009843224,0.00002161056,0.00005022388,0.00005917029,0.0001176222,0.003418467],"study_design_scores_gemma":[0.00002149446,0.0006212888,0.9888756,0.0002634774,0.0002518755,0.00202449,0.005902531,0.0002552568,0.0001782223,0.0002086901,0.001361898,0.0000351583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962805,0.001733483,0.0002610624,0.00006307254,0.000009560401,0.0001236286,0.0007532528,0.000003755546,0.0007718988],"genre_scores_gemma":[0.9965975,0.001798161,0.000429764,0.00006100821,0.0000337143,0.0001771821,0.0006296148,0.000005856606,0.0002672033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004124462,"threshold_uncertainty_score":0.01688153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207347483800009,"score_gpt":0.2952257078703372,"score_spread":0.2831522330323371,"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."}}