{"id":"W4280541094","doi":"10.1002/cncr.34256","title":"Histologic type predicts disparate outcomes in pediatric hepatocellular neoplasms: A Pediatric Surgical Oncology Research Collaborative study","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; London Health Sciences Centre","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Hepatoblastoma; Hepatocellular carcinoma; Internal medicine; Hazard ratio; Multivariate analysis; Oncology; Univariate analysis; Cirrhosis; Liver cancer; Lymph node; Cancer; Gastroenterology; Liver disease; Pathology; Confidence interval","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":[0.00109227,0.0003017771,0.0003803839,0.001026109,0.0004343969,0.000543006,0.0003545181,0.0002197444,0.000898095],"category_scores_gemma":[0.003261935,0.0002195745,0.0004579838,0.001622119,0.0002787678,0.0003446923,0.0005197421,0.0004288105,0.0001188693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005382156,"about_ca_system_score_gemma":0.0009625707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008012547,"about_ca_topic_score_gemma":0.01021164,"domain_scores_codex":[0.9994243,0.0001718003,0.00005556885,0.0001153634,0.0001363459,0.00009671805],"domain_scores_gemma":[0.9968311,0.000606285,0.001410056,0.0001906204,0.0005041459,0.0004576746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001677171,0.000004454304,0.9993424,0.000002658389,0.00001605476,0.00003975598,0.00002508524,0.0000241385,0.00002575082,0.000007239486,0.00006557491,0.0004300368],"study_design_scores_gemma":[0.000008206887,0.00005510376,0.9982926,0.00001234366,0.00005644506,0.0006811588,0.0002824095,0.0001846549,0.00007194176,0.00001901091,0.0003335088,0.00000261363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988838,0.0001882625,0.0001197076,0.00007367568,0.000004434766,0.00001046182,0.0004473419,0.000002947488,0.0002694762],"genre_scores_gemma":[0.9986671,0.0002446619,0.0002546066,0.0000180951,0.00000873608,0.00001416068,0.000743327,0.000004259964,0.00004508356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008012547,"threshold_uncertainty_score":0.01593179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453356885780719,"score_gpt":0.3842138024366512,"score_spread":0.2388781138585792,"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."}}