{"id":"W2123578060","doi":"10.1093/carcin/bgv073","title":"Discovery and validation of vascular endothelial growth factor (VEGF) pathway polymorphisms in esophageal adenocarcinoma outcome","year":2015,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Princess Margaret Cancer Centre; BC Cancer Agency; Memorial University of Newfoundland; Ontario Institute for Cancer Research; Toronto General Hospital; University of Toronto","funders":"","keywords":"Hazard ratio; Adenocarcinoma; Medicine; Internal medicine; Oncology; Vascular endothelial growth factor; Proportional hazards model; Cohort; Single-nucleotide polymorphism; Angiogenesis; Vascular endothelial growth factor A; Esophageal cancer; Esophageal adenocarcinoma; Gastroenterology; Confidence interval; Cancer; Genotype; VEGF receptors; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002242133,0.0002132931,0.0004905156,0.0002752125,0.00003127901,0.00002347567,0.00009762042,0.00009517884,0.0000294647],"category_scores_gemma":[0.0001880549,0.0001737602,0.0001440257,0.0002525293,0.0001072463,0.0002068137,0.00007919506,0.0001151035,0.0000117345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552406,"about_ca_system_score_gemma":0.0002937866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057903,"about_ca_topic_score_gemma":0.00002691295,"domain_scores_codex":[0.9982362,0.0001085605,0.0003743689,0.0003669579,0.0005707842,0.0003430813],"domain_scores_gemma":[0.9990541,0.00007679822,0.00008337187,0.0003265875,0.0001351485,0.0003239377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003109554,0.0001492331,0.991488,0.0001174826,0.00007751079,0.0003469673,0.0004874347,0.000002046032,0.005963828,0.000210234,0.00001139248,0.0008349314],"study_design_scores_gemma":[0.003176703,0.0004763457,0.7538533,0.00002739046,0.00006478274,0.00003042815,0.00008318948,0.00001164682,0.2420659,0.0001058326,0.000006207352,0.00009830086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847644,0.01408525,0.00005912027,0.000171675,0.00009515457,0.0005064554,0.0001445539,0.00002346879,0.0001499518],"genre_scores_gemma":[0.9991619,0.0001165538,0.0001494358,0.00006503004,0.0001273991,0.0000554787,0.00004997297,0.00003346484,0.0002407623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2376347,"threshold_uncertainty_score":0.7085735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883106436401419,"score_gpt":0.2932349036876932,"score_spread":0.244403839323679,"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."}}