{"id":"W2567405451","doi":"10.14740/gr739w","title":"Fungal Esophagitis Presenting With Esophagitis Dissecans Superficialis: Cause or Concurrence? A Diagnostic Conundrum","year":2016,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagitis; Dermatology; Gastroenterology; Differential diagnosis; Etiology; Occult; Reflux esophagitis; Internal medicine; Esophagus; Pathology; Reflux; Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001143146,0.0004990354,0.0009587889,0.0006505329,0.0004125508,0.000108698,0.000607021,0.0002734642,0.002277219],"category_scores_gemma":[0.003786073,0.0003106138,0.0001500768,0.0006607592,0.002539259,0.0003839691,0.0004665364,0.001072847,0.0003566436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487183,"about_ca_system_score_gemma":0.0006330785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002629489,"about_ca_topic_score_gemma":0.001792261,"domain_scores_codex":[0.993167,0.0009142919,0.00072517,0.001247988,0.001402832,0.002542765],"domain_scores_gemma":[0.994265,0.002610365,0.0001417412,0.001101331,0.0009914583,0.0008901668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002781794,0.000420079,0.9748244,0.0001321912,0.0003532387,0.01211675,0.0003743281,5.806091e-7,0.001057614,0.0002514567,0.006321263,0.00136634],"study_design_scores_gemma":[0.01113051,0.006982638,0.9646937,0.0009168292,0.0002251995,0.01110518,0.0003720379,0.00004425898,0.003380985,0.0001968102,0.0006354931,0.000316398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854374,0.0006495359,0.0002527165,0.01043258,0.0003341132,0.001527693,0.0002207811,0.000216736,0.000928435],"genre_scores_gemma":[0.9929266,0.0003611141,0.0002488345,0.0005525532,0.0007849311,0.0005246748,0.00003787873,0.000125586,0.004437849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013071,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07659986054673666,"score_gpt":0.3716673948407915,"score_spread":0.2950675342940549,"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."}}