{"id":"W4413948731","doi":"10.1002/pbc.32029","title":"Characteristics of Transfusion and Association With Oncologic Outcomes in Hepatoblastoma Resection","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Hepatoblastoma; Propensity score matching; Internal medicine; Blood transfusion; Packed red blood cells; Incidence (geometry); Population; Retrospective cohort study; Liver transplantation; Proportional hazards model; Hepatectomy; Gastroenterology; Surgery; Transplantation; Resection","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":[0.0005604473,0.0001001881,0.0001686994,0.0005188793,0.0002017311,0.0003558272,0.0001978174,0.0001757042,0.001202362],"category_scores_gemma":[0.003067182,0.0001102818,0.0002483757,0.0009936255,0.0002765241,0.0003133343,0.0002808044,0.0003491231,0.000101925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617693,"about_ca_system_score_gemma":0.0003887372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235356,"about_ca_topic_score_gemma":0.002603847,"domain_scores_codex":[0.9996543,0.00006618422,0.00007076775,0.00006303176,0.00008145574,0.00006424553],"domain_scores_gemma":[0.9961104,0.0004309104,0.002949136,0.000109819,0.0001258459,0.0002738409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003193967,0.000004105822,0.9994453,0.000002821968,0.000007884353,0.00003090584,0.00001550757,0.0000228834,0.00005038564,0.000007586019,0.00002656993,0.0003541737],"study_design_scores_gemma":[0.000002233242,0.00003728397,0.9991993,0.000004591392,0.00000900643,0.00039575,0.00007432644,0.0001103541,0.00005623353,0.0000172194,0.0000920199,0.000001627952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994853,0.0001598267,0.00004747764,0.00002866102,0.000002045788,0.000001681265,0.0001598079,0.000001754561,0.000113474],"genre_scores_gemma":[0.9997026,0.00006006082,0.00003351485,0.000006864472,0.000003058669,0.000002209665,0.0001680534,0.000001051155,0.00002255568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235356,"threshold_uncertainty_score":0.00467968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761194559113675,"score_gpt":0.2571540632874495,"score_spread":0.2395421176963127,"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."}}