{"id":"W3089022107","doi":"10.1080/10962247.2020.1823525","title":"Residential cooking and use of kitchen ventilation: The impact on exposure","year":2020,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Ventilation (architecture); Environmental science; Environmental health; Waste management; Environmental engineering; Medicine; Engineering; Meteorology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008674,0.0003290777,0.00028896,0.0004301854,0.0004751031,0.001020901,0.0004967022,0.0007522341,0.00955893],"category_scores_gemma":[0.004451852,0.0001863809,0.0008764793,0.000847642,0.0002973747,0.0008096371,0.001121581,0.001121312,0.0007134539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872772,"about_ca_system_score_gemma":0.0008221819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837714,"about_ca_topic_score_gemma":0.01765449,"domain_scores_codex":[0.9988768,0.0003752128,0.00008776937,0.000136287,0.0003074691,0.0002165115],"domain_scores_gemma":[0.9964306,0.001009539,0.001043012,0.000125008,0.0008228603,0.0005690312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004092322,0.0001589063,0.9540567,0.0003882257,0.0003381071,0.0004459432,0.0005202902,0.0003293858,0.0006717003,0.000205816,0.001570182,0.04090548],"study_design_scores_gemma":[0.00000358018,0.0001877698,0.9940627,0.00027872,0.0001802659,0.0007035054,0.0007360239,0.0002717659,0.0004064341,0.0002948365,0.002856837,0.00001757617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650927,0.01561293,0.001428601,0.004789151,0.0002589667,0.00003673513,0.001686415,0.00004304815,0.01105145],"genre_scores_gemma":[0.9953765,0.001975846,0.0003982553,0.0002782867,0.0001015363,0.00000809501,0.0003054563,0.00001662036,0.001539364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01837714,"threshold_uncertainty_score":0.03654033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744791309654995,"score_gpt":0.2588253601698978,"score_spread":0.2413774470733479,"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."}}