{"id":"W4281941048","doi":"10.1111/pde.15048","title":"Skin manifestations in pediatric obesity: A prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Prospective cohort study; Obesity; Cohort; Dermatology; Cohort study; Pediatrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000276589,0.0001857144,0.0004967416,0.0007752044,0.0002234453,0.00001167317,0.0001660443,0.00006273265,0.0004963072],"category_scores_gemma":[0.00009388755,0.0001941157,0.00008366538,0.001226814,0.00002926561,0.00006784103,0.0001903421,0.0004638552,0.00008839913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384649,"about_ca_system_score_gemma":0.0002738238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480533,"about_ca_topic_score_gemma":0.0001031134,"domain_scores_codex":[0.9979947,0.0002257575,0.0004805324,0.0004825159,0.0004157723,0.0004007046],"domain_scores_gemma":[0.9992467,0.0001355584,0.0001288019,0.0003226753,0.00006144115,0.0001048855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003771521,0.002527574,0.9903197,0.00006267537,0.00003103472,0.00246249,0.001584143,0.00001630846,2.770289e-7,0.0002500983,0.002651185,0.00005678149],"study_design_scores_gemma":[0.002432468,0.0003574636,0.9912035,5.621712e-7,0.0003393099,0.002577843,0.001971704,0.00006847277,5.206921e-7,0.0006521409,0.000220142,0.0001758793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903819,0.0008552321,0.00001556328,0.0008153373,0.0002917868,0.001948559,0.00001117029,0.0000907657,0.00558969],"genre_scores_gemma":[0.9978063,0.0002581612,0.00008169831,0.0002535004,0.0001319399,0.0008769595,0.00003640322,0.00002836409,0.0005267322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007424345,"threshold_uncertainty_score":0.7915808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007654771893024616,"score_gpt":0.2572102138218624,"score_spread":0.2495554419288378,"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."}}