{"id":"W2901865513","doi":"10.1111/ppe.12525","title":"Diagnosing atopic dermatitis in infancy: Questionnaire reports vs criteria‐based assessment","year":2018,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; Children's Hospital Research Institute of Manitoba; Manitoba Health; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children; Public Health Ontario; McMaster University","funders":"Networks of Centres of Excellence of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Atopic dermatitis; Rash; Asthma; Pediatrics; Family medicine; Allergy; Health care; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02355217,0.0004494157,0.0004598881,0.001997764,0.0001354957,0.001061587,0.0008007769,0.0005312782,0.0005135153],"category_scores_gemma":[0.05213201,0.0001852424,0.0004843562,0.001288371,0.0004767115,0.0007744185,0.0007905475,0.0005534049,0.0001765097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006361203,"about_ca_system_score_gemma":0.0005504272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007094423,"about_ca_topic_score_gemma":0.006887873,"domain_scores_codex":[0.9886938,0.007404765,0.0009707599,0.0005790219,0.002036426,0.0003152633],"domain_scores_gemma":[0.9583352,0.02350373,0.01164785,0.001031544,0.004556526,0.0009251658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500284,0.00003211148,0.9902305,0.00009498226,0.0001192961,0.00003471665,0.0002092373,0.0001872179,0.000130171,0.0000270631,0.0001343635,0.008550374],"study_design_scores_gemma":[0.00002803028,0.0008477916,0.9935278,0.0001757611,0.000136942,0.0006413739,0.000517637,0.00314429,0.0004260692,0.0000663589,0.0004694605,0.00001841294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949529,0.002238572,0.001092984,0.0001425685,0.00003088405,0.00006427489,0.0002782758,0.00001814807,0.001181464],"genre_scores_gemma":[0.9980721,0.0004509369,0.001106094,0.00003942397,0.0000216852,0.00002755201,0.0002303393,0.000002461041,0.00004939429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355217,"threshold_uncertainty_score":0.1245573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120280819738294,"score_gpt":0.3495105823420501,"score_spread":0.3283077741446671,"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."}}