{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006151859,0.0001996312,0.000260445,0.00005831547,0.00009162783,0.00004802684,0.0001525412,0.0001346371,0.003857407],"category_scores_gemma":[0.00004575424,0.0001478091,0.0001576561,0.0001484865,0.0001156397,0.0001300521,0.00005355464,0.0001446814,0.003629677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000509841,"about_ca_system_score_gemma":0.000196714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007080964,"about_ca_topic_score_gemma":0.0000098256,"domain_scores_codex":[0.9986906,0.00003888119,0.0002383793,0.0003037676,0.0003717411,0.0003566354],"domain_scores_gemma":[0.9989426,0.00002535248,0.00006189422,0.0004529528,0.0001319315,0.0003852628],"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":[0.0003313405,0.001008172,0.01273491,0.0001212046,0.0006215302,0.0006350485,0.0009247638,0.00002395483,0.005565355,0.006931674,0.7051494,0.2659527],"study_design_scores_gemma":[0.001337898,0.0004550442,0.2258886,0.00009017811,0.00003948276,0.0001236403,0.003354337,0.0001985437,0.0003330323,0.000473392,0.7673717,0.0003341248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2740229,0.002238062,0.000654801,0.005670981,0.0005413966,0.0008745076,0.000009938222,0.0005205844,0.7154668],"genre_scores_gemma":[0.9853762,0.00008393939,0.0003602812,0.001161683,0.0002935795,0.00002308868,0.00002449088,0.00003170301,0.012645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7113534,"threshold_uncertainty_score":0.9971461,"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."}}