{"id":"W2765422357","doi":"10.14740/gr878w","title":"Eosinophilic Colitis Masquerading as Malignancy of Colon","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hematochezia; Eosinophilic; Malignancy; Etiology; Presentation (obstetrics); Abdominal pain; Colitis; Dermatology; Gastroenterology; Disease; Broad spectrum; Internal medicine; Pathology; Surgery; Colorectal cancer; Colonoscopy; Cancer","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":[0.001260617,0.0001766548,0.0005670367,0.0004014714,0.0004841355,0.0000488477,0.0006417623,0.0001955805,0.0005108433],"category_scores_gemma":[0.000867505,0.0001758753,0.0001319193,0.0001044368,0.00151839,0.0001460913,0.0003668025,0.0007336123,0.0002183995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388233,"about_ca_system_score_gemma":0.0001841368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244158,"about_ca_topic_score_gemma":0.000108932,"domain_scores_codex":[0.9970046,0.0003370841,0.0004189235,0.0004994774,0.0007023522,0.001037583],"domain_scores_gemma":[0.9973893,0.0001412795,0.0001903944,0.001415169,0.0005418276,0.0003220245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171611,0.0002682921,0.9695986,0.0001709502,0.0001155644,0.0010027,0.0001789129,3.314044e-7,0.02103119,0.002212912,0.002213072,0.001491397],"study_design_scores_gemma":[0.003043404,0.0033498,0.980519,0.0002817355,0.00003671601,0.00126902,0.00008316506,0.00003612331,0.00957402,0.0013145,0.0004252015,0.00006734032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771344,0.0001973972,0.0000148103,0.00640311,0.0001980761,0.0006564199,0.00002406859,0.00003661591,0.01533507],"genre_scores_gemma":[0.996337,0.0001097106,0.0005059685,0.0003511398,0.0002420766,0.00008308993,0.00001397598,0.00003978928,0.002317243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920258,"threshold_uncertainty_score":0.7171985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09964594975266945,"score_gpt":0.4413610006846511,"score_spread":0.3417150509319817,"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."}}