{"id":"W4250387613","doi":"10.1002/mpo.1280.abs","title":"Prognostic impact of molecular genetic alterations in hepatoblastoma","year":2002,"lang":"en","type":"article","venue":"Medical and Pediatric Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hepatoblastoma; Loss of heterozygosity; Medicine; Cancer research; Chemotherapy; Internal medicine; Pathology; Cisplatin; Exon; Ifosfamide; Oncology; Biology; Gastroenterology; Allele; Gene; Genetics","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":[0.0003843137,0.0002131636,0.0001766616,0.0007785321,0.0001594366,0.0003022368,0.0001453153,0.000178097,0.0007986006],"category_scores_gemma":[0.001267579,0.00008793328,0.0001473453,0.0003453559,0.0002884854,0.0001602028,0.0002104482,0.0001875778,0.0001244994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233149,"about_ca_system_score_gemma":0.0001574155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009139595,"about_ca_topic_score_gemma":0.001271681,"domain_scores_codex":[0.9998511,0.00004139193,0.00001568141,0.00002500874,0.00003292916,0.00003385484],"domain_scores_gemma":[0.9989598,0.0002858258,0.0004417889,0.00003257045,0.00006984171,0.0002101789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005544673,0.00001248672,0.9847756,0.00002301641,0.00002634811,0.0006042556,0.00002032931,0.0003617777,0.003734967,0.00001674344,0.00006986414,0.009800151],"study_design_scores_gemma":[0.00001391772,0.0002296663,0.9937419,0.00001058097,0.00005997766,0.003465504,0.00004824358,0.0005516159,0.00143873,0.00004987392,0.0003848799,0.000005096973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979799,0.001411018,0.0001382287,0.00004373618,0.000005436381,0.000003511468,0.00008172031,0.000007301365,0.0003290431],"genre_scores_gemma":[0.9996581,0.0001451734,0.00006278256,0.00000427873,0.000007114063,0.000001709208,0.00007780705,8.377351e-7,0.00004219984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009139595,"threshold_uncertainty_score":0.002671599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504588573524962,"score_gpt":0.2903970279210563,"score_spread":0.2553511421858067,"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."}}