{"id":"W2422588625","doi":"10.14740/gr670w","title":"A Rare Disease of the Digestive Tract: Esophageal Melanosis","year":2016,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagus; Heartburn; Melanosis; Gastroenterology; Indigestion; Stomach; Swallowing; Dysphagia; Dermatology; Internal medicine; Disease; Pathology; Surgery; Reflux; Melanoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007840153,0.000231098,0.0004995669,0.0003018817,0.0002078152,0.000007190749,0.0004690682,0.0001452015,0.000179619],"category_scores_gemma":[0.001175453,0.0001202609,0.0002283892,0.0003457298,0.002006978,0.00009443006,0.000551478,0.0007484628,0.00009702535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502622,"about_ca_system_score_gemma":0.0001552265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001805913,"about_ca_topic_score_gemma":0.00002529184,"domain_scores_codex":[0.9964048,0.0008320115,0.000455752,0.0005266279,0.0006797992,0.001101028],"domain_scores_gemma":[0.9976654,0.0003638249,0.0001231105,0.0008261054,0.0006457173,0.0003758089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00310004,0.0004268877,0.9873759,0.00003833429,0.0002696938,0.0001786522,0.0001976167,5.881012e-7,0.004526236,0.00004321171,0.002868649,0.0009741582],"study_design_scores_gemma":[0.003046917,0.001261426,0.9936571,0.0002099993,0.000118752,0.0001528134,0.00006054981,0.000003995382,0.001036801,0.00007427176,0.0003320905,0.00004529183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592952,0.0001761258,0.00008121927,0.0391766,0.0002199951,0.0006619875,0.0001074074,0.00004280366,0.000238705],"genre_scores_gemma":[0.9975337,0.0001104856,0.00007048512,0.0007298928,0.0001393985,0.000145115,0.000005958367,0.00003297125,0.001231973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03844671,"threshold_uncertainty_score":0.7394794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151078092443485,"score_gpt":0.3304253310814935,"score_spread":0.2889145501570587,"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."}}