{"id":"W3014079509","doi":"10.1158/2326-6074.tumimm19-b103","title":"Abstract B103: Molecular heterogeneity of gastric cancer explained by methylation-driven key regulators","year":2020,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Epigenetics; DNA methylation; Tumor microenvironment; Biology; Methylation; Stromal cell; Cancer; Cancer research; Computational biology; Genetics; Gene; Gene expression","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":[0.0009285711,0.0004611252,0.0004469668,0.001024845,0.000293365,0.0005502984,0.0003358989,0.0002851578,0.003109663],"category_scores_gemma":[0.001835287,0.0001651261,0.00102399,0.0007139206,0.0004870742,0.0003115596,0.0005093334,0.0004674871,0.0001839143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511007,"about_ca_system_score_gemma":0.0005449371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675283,"about_ca_topic_score_gemma":0.001574862,"domain_scores_codex":[0.999534,0.0001174081,0.00003087954,0.0001657182,0.00007876257,0.00007327741],"domain_scores_gemma":[0.9992531,0.0002763397,0.0002359175,0.00008639158,0.00006409433,0.00008415364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001539814,0.00007676569,0.869361,0.0001633753,0.0006082552,0.000805317,0.0001445103,0.005740087,0.09838303,0.001999776,0.0004644938,0.02071362],"study_design_scores_gemma":[0.0001124919,0.0004709255,0.8928781,0.00002574118,0.0009405562,0.002283934,0.0003083934,0.06779578,0.02304345,0.01016042,0.001937386,0.0000427645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841632,0.0005959169,0.01294159,0.0001623786,0.00001617488,0.00003840858,0.001102078,0.000130893,0.0008492366],"genre_scores_gemma":[0.9983809,0.00006678666,0.0009784496,0.00002565105,0.000007078002,0.00001150695,0.0003919055,0.000009770885,0.0001280221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003109663,"threshold_uncertainty_score":0.01040286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08158889648798251,"score_gpt":0.3876243804889234,"score_spread":0.3060354840009409,"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."}}