{"id":"W2105837434","doi":"10.1093/aje/kwk117","title":"Risk of Lung Cancer from Residential Heating and Cooking Fuels in Montreal, Canada","year":2006,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Armand Frappier Museum; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Stove; Odds ratio; Environmental health; Indoor air quality; Medicine; Lung cancer; Confidence interval; Air pollution; Solid fuel; Gerontology; Environmental science; Toxicology; Waste management; Combustion; Environmental engineering; Engineering; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008348592,0.00009272307,0.0004397703,0.00003363307,0.00003907883,0.000001710675,0.0001097484,0.00003152915,0.0002709488],"category_scores_gemma":[0.0003931083,0.00007688989,0.00003653038,0.00009440781,0.0003392584,0.00008921939,0.00004973856,0.000187233,3.907431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217041,"about_ca_system_score_gemma":0.00003404189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893346,"about_ca_topic_score_gemma":0.9196161,"domain_scores_codex":[0.9983921,0.0005084636,0.0006035911,0.0001334009,0.0001128751,0.0002495483],"domain_scores_gemma":[0.9977683,0.001146958,0.0009023528,0.00008995388,0.00000379667,0.00008863263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730144,0.00001065353,0.8248645,9.876649e-7,0.00001920773,0.00001470419,0.00005363053,0.1662124,0.0007488452,0.000005716294,0.001199388,0.006832639],"study_design_scores_gemma":[0.000237,0.00007628918,0.9971507,0.00003097869,0.00003129158,0.00001165258,0.00008468413,0.000827643,0.0002011966,0.001073428,0.0002045862,0.00007052089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976919,0.001018241,0.0003741641,0.0004129274,0.0000724269,0.00002309036,0.00001125001,0.00000109199,0.0003949578],"genre_scores_gemma":[0.9976646,0.0008913356,0.001000712,0.0003338099,0.00007968011,9.0795e-7,0.000001431635,0.000005835121,0.0000216318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722862,"threshold_uncertainty_score":0.3135479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007451054277105033,"score_gpt":0.2517193223007528,"score_spread":0.2442682680236478,"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."}}