{"id":"W3084390448","doi":"10.1097/der.0000000000000644","title":"Association of Childhood Atopic Dermatitis with Atopic and Nonatopic Multimorbidity","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Comorbidity; Charlson comorbidity index; Multimorbidity; Pediatrics; Medical Expenditure Panel Survey; Disease; Health care; Dermatology; Psychiatry; Internal medicine; Health insurance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003250041,0.0001215191,0.0003326892,0.00004092256,0.00006060111,0.00001229526,0.0000550585,0.0001031681,0.0002231626],"category_scores_gemma":[0.0001413968,0.0001063387,0.00005224769,0.0001265351,0.0000637692,0.0001254186,0.00003117151,0.0001362283,0.00003224118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002259933,"about_ca_system_score_gemma":0.00005930078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002328119,"about_ca_topic_score_gemma":0.00001953333,"domain_scores_codex":[0.9991688,0.00005440915,0.0002413643,0.0001639096,0.0002113844,0.0001601893],"domain_scores_gemma":[0.9994081,0.00007996785,0.0001381498,0.0001343351,0.00008018414,0.0001592098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002269376,0.00007360136,0.9713783,0.0003498739,0.0001452592,0.0001052091,0.000855618,0.00000104219,0.00001235494,0.0001460871,0.02471948,0.00221093],"study_design_scores_gemma":[0.001798448,0.00005807885,0.9821163,0.00009423086,0.0001509706,0.0001795115,0.00006546287,0.000215521,0.001625626,0.0000994385,0.01349301,0.0001033643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768388,0.0007177479,0.0001941111,0.01918351,0.00005343095,0.0002666846,0.00003698835,0.00007010139,0.002638684],"genre_scores_gemma":[0.9898697,0.0001874261,0.0006611212,0.009039884,0.0000588185,0.00001405915,0.00004804617,0.00001133071,0.0001095711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013031,"threshold_uncertainty_score":0.4336366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009811253293173122,"score_gpt":0.2311800425964794,"score_spread":0.2213687893033063,"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."}}