{"id":"W4404377959","doi":"10.1080/02770903.2024.2429679","title":"Fast-food consumption and asthma-related emergency room visits in California","year":2024,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Asthma; Emergency department; Consumption (sociology); Environmental health; Medical emergency; Gerontology; Emergency medicine; Family medicine; Psychiatry; Internal medicine","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":[0.0004237866,0.0001374699,0.0001664047,0.0005380067,0.0004077216,0.0005601069,0.0003389114,0.0002709902,0.003138405],"category_scores_gemma":[0.001561277,0.0002514403,0.0003416497,0.0008032593,0.0001280557,0.0002564278,0.0002851137,0.0005445409,0.0001602179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006306643,"about_ca_system_score_gemma":0.0008264455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.159113,"about_ca_topic_score_gemma":0.1878173,"domain_scores_codex":[0.999691,0.00004521637,0.00003354477,0.00008689143,0.00008954848,0.00005394579],"domain_scores_gemma":[0.9985178,0.0002426681,0.0007121355,0.00005676645,0.0002726074,0.0001980211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000390971,0.00005056072,0.9969923,0.00004527166,0.00005370189,0.00002707079,0.00007654563,0.00004870197,0.00003124315,0.0000146123,0.0009339299,0.001686842],"study_design_scores_gemma":[0.000004943901,0.00001894931,0.9994166,0.00002354904,0.00002407624,0.0000331656,0.0001255023,0.00005076242,0.00001047945,0.000005199301,0.0002850351,0.000001832262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99224,0.001499987,0.00005980494,0.0003512886,0.00002460978,0.00001809797,0.004022139,0.00001177119,0.001772242],"genre_scores_gemma":[0.9964024,0.0009472669,0.0001017449,0.0000761731,0.00002775871,0.00001240338,0.002022253,0.000002762573,0.0004071676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159113,"threshold_uncertainty_score":0.3163737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136461801550007,"score_gpt":0.2783848158953648,"score_spread":0.2670201978798647,"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."}}