{"id":"W2991227988","doi":"10.1289/isesisee.2018.o03.01.02","title":"Protecting Populations from Radon in Ontario, Canada: Translating Research to Evidence-Based Public Health Practice","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Public health; Environmental health; Radon; Medicine; Environmental planning; Political science; Geography; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006430048,0.0001102085,0.0001634315,0.0002274832,0.001220523,0.0003776267,0.0003579414,0.00007479005,0.001287337],"category_scores_gemma":[0.004905501,0.0001210081,0.00002336885,0.0006313741,0.0001359957,0.000858942,0.00003828074,0.0006037962,0.00008645981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181393,"about_ca_system_score_gemma":0.01310012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993515,"about_ca_topic_score_gemma":0.9999605,"domain_scores_codex":[0.9962654,0.001096777,0.0004391091,0.0004097093,0.001056157,0.0007329009],"domain_scores_gemma":[0.9979304,0.0006229809,0.0001635965,0.0002577549,0.0006259687,0.00039928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002299866,0.000600699,0.02519166,0.00006048688,0.00003910817,0.00006948035,0.546126,0.0071318,0.001103861,0.01850782,0.01812803,0.3828111],"study_design_scores_gemma":[0.0002896102,0.0001308891,0.6799535,0.0004476654,0.000004227625,2.071913e-7,0.04244281,0.0001161224,0.00003189046,0.0006698998,0.2756782,0.0002350209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749761,0.00003535238,0.001476335,0.1917245,0.0003988505,0.001481482,0.000004691557,0.00006515293,0.02983759],"genre_scores_gemma":[0.9928053,0.00001254216,0.004203016,0.00214404,0.0001763552,0.00008013179,0.000007864704,0.0000092067,0.000561549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6547619,"threshold_uncertainty_score":0.9996256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6210384718827319,"score_gpt":0.4898349211124467,"score_spread":0.1312035507702852,"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."}}