{"id":"W4255155429","doi":"10.1186/s13223-018-0281-6","title":"Atopic dermatitis","year":2018,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Pfizer Canada; Takeda Canada; Teva Pharmaceutical Industries; Merck Canada; CSL Behring; Shire Canada; AstraZeneca; Pfizer","keywords":"Medicine; Atopic dermatitis; Calcineurin; Disease; Dermatology; Immune dysregulation; Quality of life (healthcare); Immunology; Allergy; Immune system; Asthma; Dupilumab; Pimecrolimus; Concomitant; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001791932,0.0003709515,0.002437612,0.0001164843,0.0001089919,0.00001400114,0.0002077994,0.001378694,0.0009626221],"category_scores_gemma":[0.0003785178,0.000280889,0.0007567471,0.0001131595,0.001119985,0.00004177501,0.0002211837,0.0007597684,0.001258153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677122,"about_ca_system_score_gemma":0.0002951204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007357302,"about_ca_topic_score_gemma":0.00001417308,"domain_scores_codex":[0.9973691,0.0004777907,0.001148479,0.0005521413,0.00008576663,0.0003667002],"domain_scores_gemma":[0.9981308,0.0006996091,0.0003125047,0.0005948135,0.00007274429,0.0001895503],"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":[0.0000211282,0.0002401709,0.0002481108,0.001598589,0.00311567,0.0004354041,0.000008585645,5.639716e-10,7.363345e-9,0.0006455095,0.03320433,0.9604825],"study_design_scores_gemma":[0.0007482906,0.0003019692,0.007304504,0.002976617,0.0005881066,0.002908783,0.000008279912,8.421076e-7,7.554864e-8,0.0002211658,0.9847082,0.0002331626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002233187,0.9928582,0.00001031985,0.0003356985,0.001023993,0.0002928779,0.00001046599,0.00007980455,0.00516536],"genre_scores_gemma":[0.00008085552,0.9956113,0.0001077686,0.001097077,0.0004197962,0.00004529967,0.0001787588,0.00003837643,0.002420742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9602493,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047041208066298,"score_gpt":0.3822156029463342,"score_spread":0.3351743948800361,"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."}}