{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656284,0.0001635344,0.0005740268,0.0001840714,0.0001149482,0.000006431675,0.00004495729,0.0002130397,0.0002679076],"category_scores_gemma":[0.002663379,0.0001453627,0.00007154253,0.0001714989,0.0003441958,0.00009490184,0.00005791739,0.0002160681,0.00001340864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003340385,"about_ca_system_score_gemma":0.0001579506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537117,"about_ca_topic_score_gemma":0.00003414664,"domain_scores_codex":[0.9982491,0.000390839,0.000584877,0.0003612606,0.00007013939,0.0003438344],"domain_scores_gemma":[0.9985021,0.0008697641,0.0001552354,0.0002322062,0.0000633684,0.0001773159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002905409,0.00005528648,0.9869422,0.0002449271,0.00001223979,0.0008799175,0.00007341532,0.000001283149,0.000002070237,0.0003351328,0.005899739,0.005524723],"study_design_scores_gemma":[0.000673109,0.0001622329,0.9839875,0.0001072089,0.00004270023,0.001245027,0.00001135462,0.0017868,0.00001697978,0.002174431,0.009656526,0.0001361332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786482,0.009949133,0.001064456,0.008015269,0.0006604514,0.0002427289,0.000008468916,0.00006991342,0.001341401],"genre_scores_gemma":[0.990359,0.0005915962,0.00251649,0.006007051,0.0003785424,0.00006966406,0.00003894456,0.00001139369,0.00002731038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171083,"threshold_uncertainty_score":0.5927719,"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."}}