{"id":"W2117910394","doi":"10.1038/ng.3013","title":"Ordering of mutations in preinvasive disease stages of esophageal carcinogenesis","year":2014,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":356,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"Medical Research Council; National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Barrett's esophagus; Biology; Dysplasia; Carcinogenesis; Esophagus; Adenocarcinoma; Genetics; Gene; Mutation; Cancer; Cancer research","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":[0.0004214775,0.0004028948,0.0004779245,0.003751701,0.0006214834,0.001049637,0.0003618642,0.0006815263,0.005944762],"category_scores_gemma":[0.002701135,0.0002928402,0.0005190468,0.001373496,0.000380836,0.000452799,0.0003714616,0.0005722411,0.00109339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004763551,"about_ca_system_score_gemma":0.0004348396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495911,"about_ca_topic_score_gemma":0.004856761,"domain_scores_codex":[0.9992989,0.0001577399,0.000110181,0.00009725521,0.0001698808,0.0001660139],"domain_scores_gemma":[0.9968916,0.001264219,0.0005269508,0.0002087647,0.000528674,0.000579846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003549778,0.0001429662,0.8426564,0.0001742642,0.0001882762,0.002221153,0.0004015961,0.001182347,0.1173917,0.00166009,0.001417008,0.02901438],"study_design_scores_gemma":[0.00004410572,0.0004497616,0.976496,0.00004165695,0.0001609139,0.003638925,0.0003261089,0.001729351,0.0125229,0.001192087,0.003372088,0.00002610781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915882,0.001364899,0.0009701464,0.0001447601,0.00004073499,0.00002517088,0.001348384,0.00007196667,0.004445742],"genre_scores_gemma":[0.9957951,0.0004065058,0.001280864,0.00006528359,0.00003020591,0.000009117275,0.0008549024,0.00004325839,0.001514716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005944762,"threshold_uncertainty_score":0.01988721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360522482933418,"score_gpt":0.3098546911026194,"score_spread":0.2962494662732852,"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."}}