{"id":"W2075326357","doi":"10.1038/modpathol.3800674","title":"Positional expression profiling indicates candidate genes in deletion hotspots of hepatocellular carcinoma","year":2006,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Biology; Candidate gene; Gene; Molecular biology; Microarray; Carcinogenesis; Gene expression profiling; Genetics; Cancer research; Pathology; Gene expression; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000135482,0.0001081531,0.00025939,0.0001779768,0.00003262605,0.000003492874,0.00005328388,0.0001328782,0.00004486987],"category_scores_gemma":[0.000006951973,0.0000960495,0.00005633922,0.0001095096,0.00006817,0.00003901538,0.0000325213,0.0001086669,0.000004580905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005161599,"about_ca_system_score_gemma":0.00006001146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190341,"about_ca_topic_score_gemma":0.00001952881,"domain_scores_codex":[0.999032,0.00006269899,0.0002895197,0.0002616163,0.0001553915,0.0001988383],"domain_scores_gemma":[0.9996452,0.00001398703,0.0001014767,0.0001443697,0.00005982236,0.0000350896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008714334,0.0001089677,0.5182824,0.00004311152,0.000002320566,0.00007744769,0.0000706077,0.00006130851,0.4803795,0.0000635402,0.00001783708,0.0008057993],"study_design_scores_gemma":[0.0007189594,0.0001192961,0.5265978,0.00005577943,0.0000199092,0.00006851704,0.0000171878,0.004536086,0.4671934,0.000590703,0.00001244057,0.00006986534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956844,0.001947484,0.001580044,0.0002255083,0.0000473564,0.0002551949,0.00002076885,0.00002068684,0.0002185477],"genre_scores_gemma":[0.9978635,0.00004815196,0.001637003,0.00008190461,0.00007231605,0.00008478775,0.0001634736,0.00001640197,0.00003247655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318605,"threshold_uncertainty_score":0.3916785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437633762363517,"score_gpt":0.2459393213108217,"score_spread":0.2315629836871865,"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."}}