{"id":"W3155334805","doi":"10.1016/j.jid.2021.02.479","title":"456 Mapping recommendations of recent guidelines for adult atopic dermatitis","year":2021,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université Laval; McGill University","funders":"","keywords":"Dupilumab; Atopic dermatitis; Medicine; Dermatology; MEDLINE; CINAHL; Psychiatry","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":[0.01483497,0.0006605284,0.001023135,0.005008014,0.001621507,0.003074538,0.002543601,0.005844026,0.01015967],"category_scores_gemma":[0.04780982,0.0005040209,0.002834296,0.003138059,0.001188378,0.001900432,0.002545199,0.004879771,0.006880857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607997,"about_ca_system_score_gemma":0.01026495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153185,"about_ca_topic_score_gemma":0.02338748,"domain_scores_codex":[0.9844232,0.005921374,0.00459129,0.0005210221,0.003477254,0.001065845],"domain_scores_gemma":[0.9606773,0.009942288,0.003215381,0.001329962,0.02284304,0.001992025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001517249,0.0002554146,0.0107783,0.002418164,0.0001186429,0.0007696199,0.0009102548,0.0008625379,0.001022684,0.008585322,0.5658484,0.408279],"study_design_scores_gemma":[0.00009431843,0.0001299117,0.01266375,0.01094873,0.0003070076,0.001010255,0.0009949608,0.0007656076,0.0009639582,0.005339257,0.9667134,0.00006891316],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02022077,0.086367,0.07383383,0.4815775,0.0332622,0.003930678,0.008581612,0.002418689,0.2898076],"genre_scores_gemma":[0.1485703,0.07913716,0.4184547,0.2046491,0.01119391,0.004847398,0.02471906,0.001313653,0.1071148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0153185,"threshold_uncertainty_score":0.07845575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180612065009658,"score_gpt":0.3718369920654011,"score_spread":0.2537757855644353,"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."}}