{"id":"W2044000119","doi":"10.1002/mpo.1280","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":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hepatoblastoma; Loss of heterozygosity; Cancer research; Medicine; Ifosfamide; Chemotherapy; Pathology; Internal medicine; Cisplatin; Biology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001380582,0.0001146983,0.0003460571,0.0001914532,0.00002105641,0.000003329073,0.00004628799,0.0001977816,0.001429195],"category_scores_gemma":[0.0002547984,0.00008442477,0.0001008903,0.0003067107,0.00007894966,0.00001959676,0.00002865345,0.0001788086,0.00002809452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005556408,"about_ca_system_score_gemma":0.0001774548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315428,"about_ca_topic_score_gemma":0.00002744148,"domain_scores_codex":[0.9989377,0.0001043286,0.0003203492,0.000185023,0.0002294567,0.0002231193],"domain_scores_gemma":[0.9993047,0.0001995363,0.00005485237,0.000104018,0.00003728918,0.0002996545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000363571,0.0005699189,0.9696147,0.00005986778,0.00003042567,0.001708484,0.0001698423,7.567397e-7,0.00007176315,0.00001290716,0.000271835,0.02745316],"study_design_scores_gemma":[0.003110958,0.004434537,0.9745394,0.0000275497,0.0003269762,0.0006301246,0.00001320917,0.01615321,0.0000806445,0.00009646405,0.0004553286,0.000131622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924258,0.004964237,0.00006630908,0.0009882087,0.0000479565,0.0003215184,0.000004416689,0.00001559933,0.001165978],"genre_scores_gemma":[0.9976919,0.001468632,0.0004219289,0.0001335884,0.0001648447,0.00004525818,0.00001047698,0.000009462657,0.00005386579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732154,"threshold_uncertainty_score":0.9994836,"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."}}