{"id":"W3013734161","doi":"10.1097/der.0000000000000592","title":"Severe Adult Atopic Dermatitis: Clinical Challenges","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007189151,0.0008783785,0.001091035,0.001191146,0.0005841505,0.001508092,0.0004996677,0.001596243,0.002472044],"category_scores_gemma":[0.00184273,0.0002492815,0.0003630274,0.001124184,0.000492345,0.002073004,0.0007366619,0.002653963,0.001354153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026729,"about_ca_system_score_gemma":0.0005566908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000992624,"about_ca_topic_score_gemma":0.00232966,"domain_scores_codex":[0.9995232,0.00009900955,0.0001029451,0.00005145898,0.0001614767,0.00006197426],"domain_scores_gemma":[0.9991812,0.0002890046,0.0001337409,0.00001724787,0.0001949922,0.0001837477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003012396,0.000215753,0.04310858,0.004032821,0.0001026175,0.1097885,0.0006936276,0.0004874028,0.002219803,0.005267338,0.2615007,0.5722817],"study_design_scores_gemma":[0.00006426216,0.000295655,0.05110809,0.006364348,0.0001253566,0.6659751,0.002204358,0.0006817112,0.0003645671,0.00720677,0.265533,0.00007680326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02072815,0.8601868,0.005112104,0.07324788,0.003426983,0.0001240829,0.0004095421,0.000365445,0.03639897],"genre_scores_gemma":[0.2072883,0.7242366,0.005355153,0.02644004,0.02767122,0.0001251037,0.0006170904,0.00006693233,0.008199521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002472044,"threshold_uncertainty_score":0.008269787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108092770891591,"score_gpt":0.3077442349152633,"score_spread":0.2666633072063474,"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."}}