{"id":"W7131815194","doi":"10.5376/cge.2024.12.0026","title":"Genetic Insights into Esophageal Cancer: From Risk Factors to Tumorigenesis","year":2024,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Carcinogenesis; Esophageal cancer; Disease; Esophagus; Genetic variants; Genetic predisposition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255035,0.0003484569,0.0003353696,0.0009583229,0.0002488317,0.000784964,0.0003209775,0.0005441067,0.001674234],"category_scores_gemma":[0.0009200546,0.0001689159,0.0003203804,0.0007436108,0.0006426343,0.0007960128,0.0005461536,0.0007826817,0.000196497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504588,"about_ca_system_score_gemma":0.0005348901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009993403,"about_ca_topic_score_gemma":0.001333649,"domain_scores_codex":[0.999798,0.00005760062,0.00001533854,0.00004106035,0.00006353593,0.00002445931],"domain_scores_gemma":[0.9997054,0.0001179422,0.00007573199,0.00002915546,0.00004170011,0.00003014744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001150084,0.0003109548,0.2923268,0.001889045,0.0008453878,0.007684062,0.00185542,0.003102379,0.1659289,0.1146048,0.008644982,0.4016573],"study_design_scores_gemma":[0.0001714485,0.0009694616,0.46143,0.001764125,0.00178961,0.02361507,0.004035425,0.004342726,0.08558501,0.1691237,0.2469827,0.0001907392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5246294,0.3581155,0.03242838,0.0520458,0.001275409,0.00006074882,0.001828935,0.0003850062,0.02923087],"genre_scores_gemma":[0.8817917,0.104529,0.005229282,0.002543845,0.0006662593,0.00001824865,0.0003126491,0.00003985287,0.004869228],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001674234,"threshold_uncertainty_score":0.00560087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111376865479559,"score_gpt":0.3212233429063933,"score_spread":0.3001095742515977,"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."}}