{"id":"W2140849101","doi":"10.1111/coa.12296","title":"Air pollution and emergency department visits for epistaxis","year":2014,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Health Canada","funders":"Health Canada; Canada Research Chairs","keywords":"Medicine; Interquartile range; Emergency department; Odds ratio; Confidence interval; Air pollutants; Air pollution; Cross-sectional study; Environmental health; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003533406,0.0001145694,0.0003915667,0.00003367599,0.00007941663,0.00000229337,0.00004062937,0.0001717225,0.00007704721],"category_scores_gemma":[0.0003855933,0.00009083009,0.0002397693,0.00004509989,0.00006757488,0.00002685945,0.0000410256,0.00009064018,0.00004902656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001686961,"about_ca_system_score_gemma":0.00002183989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001122522,"about_ca_topic_score_gemma":0.00002420824,"domain_scores_codex":[0.9988786,0.00009931544,0.0004117958,0.0003243402,0.00006504619,0.0002209058],"domain_scores_gemma":[0.9993184,0.0001194224,0.00007812725,0.0002482987,0.0000527025,0.0001830354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909979,0.0006486612,0.961105,0.00009773493,0.000429552,0.00002448978,0.00002042572,0.000001242225,0.00007435043,0.00720166,0.003693904,0.02621199],"study_design_scores_gemma":[0.003020871,0.002243204,0.8896586,0.00001060567,0.0002208703,0.00006496876,0.000003637404,0.0002953955,0.00005191273,0.001242716,0.1031045,0.00008274765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902712,0.0004466561,0.003516573,0.003727848,0.0004595029,0.0005912992,0.00001413415,0.00004034074,0.0009324598],"genre_scores_gemma":[0.994882,0.0002545769,0.002310327,0.001554646,0.0002693443,0.00006702582,0.00007522971,0.00001517029,0.0005716249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09941058,"threshold_uncertainty_score":0.3703943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281855246795634,"score_gpt":0.3514724191103908,"score_spread":0.3232868944308275,"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."}}