{"id":"W2117116315","doi":"10.2478/v10001-010-0001-z","title":"Air pollution and emergency department visits for chest pain and weakness in Edmonton, Canada","year":2010,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Interquartile range; Medicine; Emergency department; Chest pain; Weakness; Epidemiology; Internal medicine; Surgery","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":[0.001053583,0.0001012829,0.0001678249,0.00006321767,0.0001006665,0.000004432714,0.00007878865,0.0000402232,0.0001945914],"category_scores_gemma":[0.0001197847,0.00008485114,0.00001379865,0.0000336729,0.0001091251,0.0001864289,0.00004338535,0.0001572719,4.343209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301322,"about_ca_system_score_gemma":0.0001081316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03327207,"about_ca_topic_score_gemma":0.1577318,"domain_scores_codex":[0.9986753,0.00006131201,0.0005028131,0.0001422114,0.0004518703,0.00016646],"domain_scores_gemma":[0.9992693,0.000117474,0.0002787132,0.00004226134,0.000009733083,0.0002824924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005220624,0.0001843866,0.8499984,0.00006789164,0.00002738473,0.00001359702,0.001332574,0.0001494278,0.0006668076,0.0004244094,0.01522619,0.1313869],"study_design_scores_gemma":[0.0009313942,0.00041064,0.9659577,0.00004549727,0.0000044856,0.00008324691,0.0003810774,0.0008065956,0.000009818404,0.0004986101,0.03080002,0.00007091635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607435,0.0003436088,0.0005889885,0.03761833,0.0004203981,0.0001837921,0.00006578497,0.000001646044,0.00003387764],"genre_scores_gemma":[0.9913635,0.0007197026,0.001123342,0.006480252,0.0002395861,0.000005889141,0.00003512841,0.000005635247,0.00002691239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131316,"threshold_uncertainty_score":0.9731655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770267897399269,"score_gpt":0.3424252966764537,"score_spread":0.314722617702461,"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."}}