{"id":"W4297242812","doi":"10.1001/jamapediatrics.2022.3109","title":"What Parents Should Know About Atopic Dermatitis","year":2022,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology","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":[0.0008890505,0.0003489685,0.0007847852,0.0005190013,0.00203387,0.001322942,0.0003446084,0.004740106,0.01448282],"category_scores_gemma":[0.006877903,0.0002451219,0.0004390794,0.0003065337,0.0004939234,0.003786479,0.0005168951,0.005399999,0.003459058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324079,"about_ca_system_score_gemma":0.0008830122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854517,"about_ca_topic_score_gemma":0.005292917,"domain_scores_codex":[0.9994459,0.0001877225,0.00006025115,0.00003400981,0.0001835385,0.00008866056],"domain_scores_gemma":[0.9973242,0.0009605419,0.0002356204,0.00007006993,0.0005775557,0.0008319142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001480836,0.0006698993,0.04619788,0.0007138835,0.00005897228,0.01957726,0.00252974,0.0001497208,0.0007719437,0.002319409,0.7091545,0.2177087],"study_design_scores_gemma":[0.0001563193,0.0006763032,0.06555187,0.008343707,0.0002236006,0.1112626,0.01574258,0.0004107035,0.001265119,0.01408551,0.782119,0.0001625822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02870976,0.06557025,0.001751547,0.8175378,0.02037937,0.0001080452,0.0005803182,0.00034986,0.06501311],"genre_scores_gemma":[0.2626716,0.1732328,0.006868919,0.4832658,0.03928498,0.0002319693,0.0008472673,0.0001671546,0.03342951],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01448282,"threshold_uncertainty_score":0.04844987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891490583439032,"score_gpt":0.2825156527977978,"score_spread":0.2636007469634075,"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."}}