{"id":"W3027798991","doi":"10.1177/1203475420928907","title":"Short-Term Evaluation of the Real-World Efficacy and Safety of Dupilumab for the Treatment of Moderate-to-Severe Atopic Dermatitis: A Canadian Multicenter Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Dupilumab; Medicine; Discontinuation; Atopic dermatitis; Adverse effect; Clinical trial; Retrospective cohort study; Clinical endpoint; Randomized controlled trial; Surrogate endpoint; Eczema Area and Severity Index; Internal medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004366613,0.0005499437,0.0008152482,0.00137124,0.002228672,0.001689521,0.001162056,0.0006871505,0.001971334],"category_scores_gemma":[0.007337527,0.0003920633,0.0012673,0.002866961,0.0009501237,0.0004647997,0.0006394135,0.0007823723,0.0003303596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195813,"about_ca_system_score_gemma":0.01368814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5886115,"about_ca_topic_score_gemma":0.6427717,"domain_scores_codex":[0.9966359,0.0004803422,0.0003965581,0.0006548,0.00123115,0.0006013621],"domain_scores_gemma":[0.985981,0.001257055,0.006064964,0.0009977265,0.004379116,0.001320094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041355,0.0001017469,0.9943966,0.0001279003,0.0003042182,0.0001418468,0.0003383743,0.00003859856,0.0002107992,0.00005326774,0.0005464832,0.00269899],"study_design_scores_gemma":[0.000126975,0.0005498014,0.9965474,0.00005768211,0.0003560284,0.0004157522,0.0003841172,0.0001551305,0.0001290167,0.00001373367,0.00124109,0.00002326757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918755,0.002077969,0.0001729632,0.0001460774,0.00001734176,0.0003203532,0.004130121,0.000007999468,0.001251686],"genre_scores_gemma":[0.9966869,0.0006231086,0.000240373,0.0001468984,0.00002486146,0.000105926,0.001866098,0.000005955448,0.0003000093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113885,"threshold_uncertainty_score":0.8276224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803646905909717,"score_gpt":0.3113859011582432,"score_spread":0.273349432099146,"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."}}