{"id":"W2103486910","doi":"10.1158/1055-9965.epi-06-0986","title":"Longitudinal Study of Insulin-like Growth Factor, Insulin-like Growth Factor Binding Protein-3, and their Polymorphisms: Risk of Neoplastic Progression in Barrett's Esophagus","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute; National Institutes of Health","keywords":"Hazard ratio; Internal medicine; Insulin-like growth factor; Endocrinology; Risk factor; Adenocarcinoma; Genotype; Gastroenterology; Insulin-like growth factor-binding protein; Barrett's esophagus; Medicine; Biology; Confidence interval; Growth factor; Receptor; Cancer; Genetics; Gene","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":[0.0008455617,0.0002062586,0.0002182943,0.0002862307,0.0002879559,0.0003525924,0.0002333485,0.0003976704,0.0008316071],"category_scores_gemma":[0.001399578,0.0001844941,0.0003457977,0.0004652809,0.0001213333,0.0002056214,0.000190853,0.0006414852,0.0001302239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781926,"about_ca_system_score_gemma":0.0002339462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181789,"about_ca_topic_score_gemma":0.003609482,"domain_scores_codex":[0.9997845,0.00007834192,0.00001291878,0.00006131326,0.00003238444,0.00003056017],"domain_scores_gemma":[0.9991598,0.0001517617,0.000274994,0.00007250728,0.0001402737,0.0002006176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005430327,0.000051842,0.9970134,0.000006287486,0.0001113891,0.00003887833,0.00003749662,0.00003243274,0.001132752,0.00001406,0.0000512453,0.0009671631],"study_design_scores_gemma":[0.00001353351,0.0002172671,0.9989945,0.000004220537,0.00007614167,0.0001342162,0.00003364287,0.000208424,0.0001595335,0.00001962958,0.0001364492,0.000002294819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989316,0.0004098178,0.0002006096,0.00003639362,0.000006416032,0.000004822408,0.0002508847,0.000004259207,0.0001552655],"genre_scores_gemma":[0.9992724,0.0001086515,0.0001804657,0.00002009618,0.000006677102,0.000006394436,0.0002362758,0.000001600862,0.0001674697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004181789,"threshold_uncertainty_score":0.008314908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175282512075763,"score_gpt":0.3672988771264879,"score_spread":0.3155460520057303,"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."}}