{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077937,0.0004328784,0.0004606254,0.0007974082,0.0005589654,0.0006012529,0.0003061129,0.0003754803,0.001187698],"category_scores_gemma":[0.00142377,0.0004152805,0.0004951198,0.001337646,0.0002347792,0.0006929642,0.0004815157,0.0007584777,0.000171094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456977,"about_ca_system_score_gemma":0.0004371512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485114,"about_ca_topic_score_gemma":0.004805489,"domain_scores_codex":[0.9994931,0.0001254103,0.00004390094,0.0001297841,0.0001054007,0.0001023285],"domain_scores_gemma":[0.998944,0.0001491653,0.0004369795,0.0001241116,0.0001275133,0.0002181257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005905756,0.00003926963,0.9989541,0.000003659999,0.00003903716,0.0002029816,0.00003350757,0.00001983426,0.0001229986,0.00001066405,0.00005048278,0.0004644504],"study_design_scores_gemma":[0.000009096932,0.0001456959,0.998387,0.000006019412,0.0000387773,0.0009681095,0.0001825454,0.00009119642,0.00003204442,0.0000117652,0.0001239906,0.00000375031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991496,0.0001851154,0.00010292,0.00002131255,0.000004541839,0.000015171,0.0002946628,0.000002746179,0.0002238717],"genre_scores_gemma":[0.999112,0.0003123572,0.00015896,0.00002182428,0.000009134271,0.00002183213,0.000296359,0.000003255893,0.00006437082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005485114,"threshold_uncertainty_score":0.0109064,"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."}}