{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001086367,0.0001271443,0.0002284574,0.0001487114,0.0002477367,0.00006222992,0.000158687,0.00009657567,0.001236774],"category_scores_gemma":[0.0001802444,0.00012701,0.0001177923,0.0003370413,0.00003947825,0.0002665531,0.0001695106,0.0003852755,0.0001659684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006683783,"about_ca_system_score_gemma":0.0001525717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009494525,"about_ca_topic_score_gemma":0.000002735605,"domain_scores_codex":[0.9987563,0.00008970426,0.0002449552,0.0002159289,0.0004187297,0.0002743846],"domain_scores_gemma":[0.9992475,0.0001281973,0.00008305542,0.0003011555,0.00006129744,0.0001787968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001648646,0.0002023114,0.6781288,0.0001314197,0.00002123524,0.000540461,0.0002664262,0.00001106773,0.000001104682,0.0001124501,0.3092461,0.01132219],"study_design_scores_gemma":[0.001750624,0.00006992574,0.6033652,0.0000234512,0.0002516145,0.0003594152,0.001012144,0.0001462786,0.0000328749,0.0004856332,0.392307,0.0001958346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501831,0.0342884,0.00003636696,0.007815209,0.00258459,0.0003220677,0.00006289705,0.0001626658,0.004544713],"genre_scores_gemma":[0.9842685,0.004203356,0.00008311767,0.008465256,0.000437056,0.000085412,0.0001736867,0.00002065195,0.002262946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08306087,"threshold_uncertainty_score":0.9996762,"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."}}