{"id":"W4365503163","doi":"10.1038/s41370-023-00543-z","title":"Cooking methods and kitchen ventilation availability, usage, perceived performance and potential in Canadian homes","year":2023,"lang":"en","type":"article","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada; Health Canada","funders":"Building Technologies Office; Health Canada; U.S. Department of Energy","keywords":"Ventilation (architecture); Population; Environmental science; Steaming; Environmental health; Toxicology; Medicine; Engineering; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001147,0.0003155319,0.000228681,0.0007812097,0.002915542,0.00127997,0.0008796813,0.0002938353,0.002904893],"category_scores_gemma":[0.002641228,0.0002279753,0.0004607723,0.002230907,0.0007210569,0.0004496584,0.0008201329,0.0003998434,0.0001529083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02122549,"about_ca_system_score_gemma":0.01804351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888129,"about_ca_topic_score_gemma":0.9929401,"domain_scores_codex":[0.9989054,0.00009355448,0.00005403892,0.0001102072,0.0005230905,0.0003136283],"domain_scores_gemma":[0.9981184,0.000179368,0.0003466465,0.00004816101,0.0007974379,0.0005100381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028679,0.0001103206,0.965127,0.0001965748,0.00005262679,0.0001782489,0.009072959,0.0001878205,0.0005004967,0.0002549628,0.001989749,0.02222631],"study_design_scores_gemma":[0.00000375897,0.00004468038,0.988128,0.00006791815,0.00001838689,0.00005381978,0.009096421,0.0002200838,0.0001025544,0.00002807176,0.002216103,0.00002016521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955953,0.0005007998,0.0001337498,0.0002559516,0.000007888745,0.00002825796,0.0009118033,0.000008182215,0.002558165],"genre_scores_gemma":[0.9979712,0.0004431991,0.0003277831,0.00006207627,0.000002346949,0.00001400773,0.0004002023,0.000003052449,0.000776003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122549,"threshold_uncertainty_score":0.1540024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269216381303622,"score_gpt":0.3404644629447203,"score_spread":0.3135428248143581,"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."}}