{"id":"W1969784042","doi":"10.1097/aci.0b013e328353351f","title":"Measures of forest fire smoke exposure and their associations with respiratory health outcomes","year":2012,"lang":"en","type":"article","venue":"Current Opinion in Allergy and Clinical Immunology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Medicine; Asthma; Environmental health; Smoke; Emergency medicine; Outpatient visits; Secondhand smoke; Health care; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046881,0.000132622,0.0003833218,0.00002997387,0.00008087701,0.000006115767,0.0001129114,0.0001391599,0.00003082151],"category_scores_gemma":[0.0002189127,0.0000932318,0.00004502008,0.00009564604,0.000352567,0.0001360669,0.0001308397,0.0002728252,0.000007598468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055723,"about_ca_system_score_gemma":0.00002190632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003640053,"about_ca_topic_score_gemma":0.0008337731,"domain_scores_codex":[0.9983703,0.0004947612,0.0005371183,0.0002192292,0.0001047938,0.0002737735],"domain_scores_gemma":[0.998872,0.0005556525,0.0002750807,0.0001969635,0.000009918957,0.00009034942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002819585,0.0002710995,0.9489501,0.00001632774,0.00006931648,4.214109e-8,0.0003002588,0.000003481756,0.000004805539,0.0002697781,0.0002452669,0.04984131],"study_design_scores_gemma":[0.0008094776,0.0004643145,0.978789,0.00007077864,0.000002436712,0.000001633947,0.0001026074,0.00004248062,0.000002837161,0.00006457229,0.01955385,0.00009598694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843903,0.01328117,0.00003911127,0.0004370293,0.001544437,0.0002113285,0.00001197573,0.00001611492,0.00006859504],"genre_scores_gemma":[0.996953,0.002844615,0.00002496402,0.0000756288,0.00005330518,0.0000228279,0.000009909869,0.000008720572,0.000007046825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04974532,"threshold_uncertainty_score":0.3801882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892921753826236,"score_gpt":0.3541750289020812,"score_spread":0.2648828535194576,"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."}}