{"id":"W1995621058","doi":"10.5415/apallergy.2013.3.2.77","title":"Think globally, act locally","year":2013,"lang":"en","type":"article","venue":"Asia Pacific Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Allergy; Hygiene hypothesis; Environmental health; Atopic dermatitis; Food allergy; Disease; Epidemiology; Tobacco smoke; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00293618,0.001897853,0.001269479,0.001458094,0.002381289,0.01537474,0.002170391,0.007522348,0.4311445],"category_scores_gemma":[0.01743261,0.0005986528,0.0009260587,0.0009725893,0.002101323,0.01210649,0.008288791,0.009161563,0.4872488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134152,"about_ca_system_score_gemma":0.004772441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433905,"about_ca_topic_score_gemma":0.002280364,"domain_scores_codex":[0.996922,0.0005658864,0.0001927733,0.0005540068,0.001301334,0.0004640511],"domain_scores_gemma":[0.9925936,0.0008826221,0.0004816858,0.0006467095,0.002138875,0.003256546],"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":[0.000008717126,0.0000124154,0.00005613119,0.0001104343,0.000003500032,0.0000247267,0.0001139757,0.000008167993,0.00006547954,0.001281969,0.9660136,0.03230083],"study_design_scores_gemma":[0.000002762285,0.000004702863,0.00004893621,0.00007960846,0.000001585158,0.00002191541,0.000121576,0.000005385727,0.00001322091,0.0003929313,0.9993038,0.000003489735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004089434,0.01791172,0.001746592,0.3081277,0.3754636,0.0002451448,0.001364246,0.003081859,0.2916502],"genre_scores_gemma":[0.003350586,0.009894614,0.001329055,0.2140486,0.08690441,0.0002350413,0.001159658,0.001480585,0.6815975],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4311445,"threshold_uncertainty_score":0.8114034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854163071279653,"score_gpt":0.2364228393272136,"score_spread":0.227881208614417,"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."}}