{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002420565,0.0005860651,0.000663953,0.001895121,0.0004727824,0.00161377,0.0006954107,0.001013423,0.002210251],"category_scores_gemma":[0.004479505,0.0001505767,0.0005901663,0.0008371873,0.001340698,0.001509787,0.00187205,0.001314175,0.0007007625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005586375,"about_ca_system_score_gemma":0.0004581506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000428897,"about_ca_topic_score_gemma":0.0005097677,"domain_scores_codex":[0.9981926,0.0005352535,0.000277804,0.0002455669,0.0004387216,0.0003100334],"domain_scores_gemma":[0.9978543,0.0006747596,0.000523301,0.0001343743,0.0005260725,0.000287109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002121906,0.0004564828,0.592703,0.004118128,0.0004458982,0.01430929,0.006015689,0.000341864,0.023029,0.04277683,0.009737477,0.3039445],"study_design_scores_gemma":[0.0002019557,0.00153593,0.5710576,0.005025208,0.0010756,0.1702524,0.005773216,0.001518726,0.01222907,0.02734357,0.2038595,0.0001271741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7903128,0.1249442,0.0127527,0.003317925,0.0009263142,0.0004979643,0.0004689166,0.00008625556,0.06669289],"genre_scores_gemma":[0.9665371,0.02162905,0.005686824,0.00133115,0.001292673,0.0001168393,0.0004728562,0.00003653485,0.002896926],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002420565,"threshold_uncertainty_score":0.01280129,"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."}}