{"id":"W4320066131","doi":"10.1289/isee.2022.p-0824","title":"A Comparison of Measured Airborne and Self-Reported Secondhand Smoke Exposure in the MADRES Pregnancy Cohort Study","year":2022,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cohort; Pregnancy; Secondhand smoke; Demographics; Environmental health; Descriptive statistics; Cohort study; Exposure assessment; Demography; Internal medicine; Statistics","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":[0.001638603,0.0004767867,0.0004121814,0.0009069571,0.0004293793,0.0005439135,0.0008215448,0.0004970093,0.001283187],"category_scores_gemma":[0.00281218,0.0004384742,0.000833143,0.0006987998,0.0002415299,0.0003226619,0.0007895288,0.0004420998,0.0003190855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701384,"about_ca_system_score_gemma":0.0002726946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02605032,"about_ca_topic_score_gemma":0.0241693,"domain_scores_codex":[0.9988528,0.0004346824,0.0001135524,0.0002754047,0.0001775113,0.0001459294],"domain_scores_gemma":[0.998844,0.0002017662,0.0004426815,0.0002458554,0.0001386727,0.0001269206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000360123,0.00005134663,0.9972183,0.0000260724,0.0002540901,0.0001164065,0.0003067321,0.00001872952,0.0004667537,0.00002510266,0.0001353522,0.001021048],"study_design_scores_gemma":[0.000009283183,0.00006934748,0.9993698,0.000006134978,0.00004075756,0.00007513532,0.0002212444,0.0000553247,0.00003402146,0.000002910999,0.0001130257,0.000002964922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990799,0.0001189085,0.00004582272,0.00002647601,0.000006709202,0.00001183132,0.0004411723,0.000002875164,0.000266313],"genre_scores_gemma":[0.9988983,0.000111931,0.0001116067,0.0000264418,0.000009292865,0.00003412083,0.0005728836,0.000003558664,0.000231923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02605032,"threshold_uncertainty_score":0.05179739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040850132491612,"score_gpt":0.3478044982377527,"score_spread":0.2437194849885915,"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."}}