{"id":"W4251880657","doi":"10.15761/gimci.1000195","title":"The Eosinophil","year":2020,"lang":"en","type":"article","venue":"General Internal Medicine and Clinical Innovations","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Eosinophil; Medicine; Immunology","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":[0.0004199214,0.0001311339,0.0003136454,0.00004174819,0.0001677846,0.00002299871,0.0001405152,0.00008860021,0.0001703693],"category_scores_gemma":[0.002358814,0.00007562419,0.00007438257,0.000415226,0.0006273345,0.00005189594,0.00009202743,0.000555311,0.00005038759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001332952,"about_ca_system_score_gemma":0.00006095368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007074521,"about_ca_topic_score_gemma":0.00001040414,"domain_scores_codex":[0.9983875,0.00005290983,0.0008380034,0.0002742832,0.0002532767,0.0001939901],"domain_scores_gemma":[0.9986226,0.0004472616,0.0001342717,0.0002232506,0.0002861934,0.0002864541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000472409,0.0001852947,0.1727845,0.00005494426,0.0005330239,0.0001989341,0.0004756184,9.261641e-7,0.004550279,0.08588257,0.5671707,0.1676908],"study_design_scores_gemma":[0.005377918,0.004691136,0.3459812,0.0003046242,0.000365379,0.0003255508,0.0004092613,0.002817428,0.0003726954,0.005262014,0.6338042,0.0002885857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4925632,0.001226921,0.0007552823,0.4893065,0.0006583218,0.000223593,0.000005240625,0.00007452539,0.01518643],"genre_scores_gemma":[0.9008352,0.000948519,0.0007391392,0.08848645,0.005058278,0.00001218723,0.00002110158,0.00001988942,0.003879249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.408272,"threshold_uncertainty_score":0.3083865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337878365003456,"score_gpt":0.4219869250256958,"score_spread":0.2881990885253501,"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."}}