{"id":"W4403059036","doi":"10.58931/cait.2023.3250","title":"An Allergist's Approach to Eosinophilic Esophagitis","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Eosinophilic esophagitis; Dermatology; Medicine; General surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002020491,0.0007672098,0.000692189,0.002774208,0.001529006,0.002183542,0.001528322,0.004199025,0.0206617],"category_scores_gemma":[0.0056567,0.000324623,0.0007663187,0.001018934,0.001529912,0.003019916,0.002613435,0.00679833,0.005833077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418049,"about_ca_system_score_gemma":0.004621453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005628061,"about_ca_topic_score_gemma":0.01766914,"domain_scores_codex":[0.9987869,0.0002852639,0.0001299152,0.0001671738,0.0004633762,0.0001674418],"domain_scores_gemma":[0.9967823,0.0006268184,0.0001749664,0.0001106247,0.001339896,0.0009654876],"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":[0.00005057259,0.0001448294,0.002204184,0.0007227445,0.00003955344,0.005721323,0.0005583067,0.0001752796,0.0008886722,0.01071597,0.7588227,0.2199558],"study_design_scores_gemma":[0.00002219051,0.00005121807,0.001528459,0.0007169619,0.00001911783,0.009663459,0.0004218919,0.0000959946,0.00007700381,0.004821053,0.9825636,0.00001908139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00309888,0.2349771,0.008258489,0.5159049,0.1247734,0.0001721584,0.0001681284,0.0005787453,0.1120683],"genre_scores_gemma":[0.03942572,0.3489753,0.01039419,0.324261,0.1540444,0.0002239891,0.0002092135,0.0002089333,0.1222573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0206617,"threshold_uncertainty_score":0.06912029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596638844243285,"score_gpt":0.2566888946786433,"score_spread":0.2407225062362104,"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."}}