{"id":"W1975767114","doi":"10.1155/2011/460890","title":"Esophageal Inlet Patch","year":2011,"lang":"en","type":"article","venue":"Radiology Research and Practice","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Asymptomatic; Esophagus; Biopsy; Esophagitis; Malignancy; Endoscopy; Proton-pump inhibitor; Reflux esophagitis; Histopathology; Lesion; Gastroenterology; Pathology; Internal medicine; Reflux; Disease","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":[0.0008799291,0.00007198585,0.0001437404,0.00008839332,0.0001190834,0.000008805396,0.00004873548,0.00006101988,0.0002709142],"category_scores_gemma":[0.002088503,0.00005440685,0.00001907497,0.0001302787,0.0002798968,0.0001173606,0.00004770142,0.0003906733,0.0001982393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001766461,"about_ca_system_score_gemma":0.00007287438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004106738,"about_ca_topic_score_gemma":0.00001258072,"domain_scores_codex":[0.9988733,0.0003448188,0.00009557979,0.0002059321,0.0001441884,0.0003361998],"domain_scores_gemma":[0.9985566,0.0008661028,0.0000255436,0.000166929,0.0001859541,0.0001988354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007933347,0.001280199,0.9369355,0.00006597818,0.0003367459,0.005909773,0.00171601,3.647262e-8,0.0005688761,0.006929982,0.01552471,0.02279878],"study_design_scores_gemma":[0.005270443,0.01772577,0.8809115,0.00005913063,0.0001679461,0.04186702,0.002795791,0.00005312528,0.0003263549,0.009446674,0.0411969,0.0001793577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613369,0.002602008,0.0001270336,0.004752563,0.00004977791,0.000361993,0.000004124366,0.00003427177,0.1307313],"genre_scores_gemma":[0.990144,0.0005837657,0.006842724,0.0003687618,0.00005978426,0.00002099771,0.0000104973,0.000009437977,0.001960029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288071,"threshold_uncertainty_score":0.2966321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874826728067572,"score_gpt":0.4226407064602212,"score_spread":0.2351580336534641,"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."}}