{"id":"W1970959325","doi":"10.5539/ep.v4n2p77","title":"Hospitalizations for Respiratory Problems and Exposure to Industrial Emissions in Children","year":2015,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut National de Santé Publique du Québec; Université de Montréal","funders":"","keywords":"Interquartile range; Environmental health; Environmental science; Air pollution; Pollutant; Asthma; Medicine; Air pollutants; Respiratory system; Criteria air contaminants; Chemistry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712644,0.00007372619,0.00007617518,0.00003140959,0.0001128108,0.00001248639,0.00003547179,0.00008380621,0.00005731229],"category_scores_gemma":[0.00005652105,0.00006934365,0.000008707134,0.00006540373,0.00006384514,0.0001286865,0.00006311163,0.00005925732,0.00002175081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259033,"about_ca_system_score_gemma":0.00001023511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242427,"about_ca_topic_score_gemma":0.00003214175,"domain_scores_codex":[0.9993463,0.00004495716,0.0001475787,0.0001766017,0.0001135584,0.0001709982],"domain_scores_gemma":[0.9996054,0.000009450636,0.0000354645,0.00008149044,8.157804e-7,0.0002674482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003346564,0.00007329319,0.9676552,0.000004108226,0.00000310344,1.404384e-7,0.002579208,0.003308343,0.0003479807,0.0002002392,0.008898633,0.01689632],"study_design_scores_gemma":[0.001130596,0.0005085413,0.8988466,0.00001499402,0.000007199978,0.000001200368,0.0001300488,0.0001423148,0.00006771395,0.0007081958,0.09830897,0.0001336429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942559,0.0001614936,0.001055099,0.003529645,0.0000346869,0.0007365157,0.00002322689,0.00001065561,0.0001927773],"genre_scores_gemma":[0.997846,0.00004054864,0.0005236636,0.001185358,0.000064545,0.00005489089,0.00001317558,0.000006748363,0.0002650622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08941034,"threshold_uncertainty_score":0.2827752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06959137923058889,"score_gpt":0.2812481939439341,"score_spread":0.2116568147133452,"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."}}