{"id":"W2990790957","doi":"10.1186/s13223-019-0385-7","title":"Short-term skin problems in infants aged 0–3 months affect food allergies or atopic dermatitis until 2 years of age, among infants of the general population","year":2019,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Neonatal skin health care","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mishima Kaiun Memorial Foundation; Mitsubishi Foundation","keywords":"Atopic dermatitis; Medicine; Allergy; Food allergy; Affect (linguistics); Pediatrics; Population; Dermatology; Environmental health; Immunology; Psychology","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":[0.0007525641,0.0001863588,0.0007397448,0.000113735,0.0001121606,0.000004280412,0.0003431555,0.0006445477,0.0002187335],"category_scores_gemma":[0.0004716036,0.0001423568,0.0001402671,0.0002443307,0.0002922794,0.0001430403,0.0004478457,0.0008708396,0.00001256117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004964957,"about_ca_system_score_gemma":0.0001301103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555293,"about_ca_topic_score_gemma":0.0327719,"domain_scores_codex":[0.9958053,0.001593092,0.001571661,0.0003533939,0.0002074171,0.0004691127],"domain_scores_gemma":[0.9972233,0.001525587,0.000554739,0.0005487107,0.00008132128,0.00006638098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001365136,0.00008754224,0.9787656,0.0002026018,0.0001690271,0.00000869003,0.001302546,0.00005143529,0.00006347589,0.0002466253,0.00008387629,0.01888205],"study_design_scores_gemma":[0.001998449,0.0004380393,0.9952075,0.0005580928,0.000007844793,0.00000431164,0.0003200744,0.00008258951,0.00001836338,0.0002581034,0.0009689276,0.0001377373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964134,0.0007645852,0.000003519578,0.0001263142,0.001209898,0.001200903,0.00002657976,0.00002364906,0.0002311727],"genre_scores_gemma":[0.9978245,0.001360169,0.00008020604,0.0001887512,0.0000627396,0.00007834416,0.00003905578,0.00002658333,0.0003396596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302166,"threshold_uncertainty_score":0.9848775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377713099851397,"score_gpt":0.3758669600164231,"score_spread":0.3420898290179091,"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."}}