{"id":"W565138241","doi":"10.5070/d3216027812","title":"Defining intrinsic vs. extrinsic atopic dermatitis","year":2015,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Atopic dermatitis; Hay fever; Asthma; Immunoglobulin E; Allergy; Dermatology; Immunology; Disease; Antibody; Pathology","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":[0.0001615205,0.0002608825,0.0007074479,0.0003867209,0.0002011333,0.00004141565,0.0002147709,0.0002827869,0.0002162702],"category_scores_gemma":[0.0006164797,0.000226535,0.0002031103,0.0002594947,0.0002479928,0.0002479884,0.00009381764,0.0008780686,0.0004812099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000842378,"about_ca_system_score_gemma":0.0006427607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000373983,"about_ca_topic_score_gemma":0.00001002098,"domain_scores_codex":[0.9979553,0.0002205695,0.0007114008,0.0002385681,0.0003293469,0.0005448614],"domain_scores_gemma":[0.9981857,0.0001291361,0.0002546922,0.0003191659,0.0003374866,0.000773833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289369,0.0004170588,0.7464772,0.00006960118,0.0001930299,0.01217662,0.0002501244,0.000005378447,0.000009197995,0.001399429,0.2311995,0.007673915],"study_design_scores_gemma":[0.006033763,0.0001260946,0.4969085,0.0001694109,0.0003049048,0.394767,0.0005370321,0.0002946762,0.0002333876,0.003766763,0.09655832,0.0003001244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637262,0.009780358,0.0004663996,0.02085842,0.001103529,0.0001579639,0.00001552719,0.0001557763,0.003735825],"genre_scores_gemma":[0.9859539,0.0003410795,0.003506637,0.009497792,0.0003280931,0.000006856691,0.00009240638,0.00003228794,0.0002409985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825904,"threshold_uncertainty_score":0.9237829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293598111936787,"score_gpt":0.2984363595349204,"score_spread":0.2755003784155526,"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."}}