{"id":"W4399070204","doi":"10.17269/s41997-024-00895-5","title":"The BC Radon Data Repository (BCRDR) and BC Radon Map: Integrating disparate data sources for improved public health communication","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; BC Centre for Disease Control","funders":"Health Canada; British Columbia Centre for Disease Control","keywords":"Radon; Public health; Environmental science; Environmental health; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0309389,0.0002542285,0.0005641149,0.0004355022,0.005709076,0.0008193175,0.002410492,0.0001881246,0.00002123288],"category_scores_gemma":[0.00332737,0.0001803484,0.0000662615,0.0004204547,0.0002849379,0.00203567,0.0002705087,0.001937375,0.000006847757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654876,"about_ca_system_score_gemma":0.03674896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06162325,"about_ca_topic_score_gemma":0.2682891,"domain_scores_codex":[0.9922783,0.00363334,0.001687568,0.0005128907,0.000367361,0.001520511],"domain_scores_gemma":[0.9912833,0.002044301,0.001392699,0.0021543,0.0004269049,0.00269852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000369868,0.00007304175,0.02082388,0.001572949,0.0004017862,0.00001219407,0.0151189,0.000001494159,0.00004757551,0.004715002,0.5974921,0.3597041],"study_design_scores_gemma":[0.000641507,0.0002116916,0.005680311,0.0008106201,0.00002018119,0.00006151912,0.01319275,0.008656317,8.46102e-7,0.0001866296,0.97037,0.0001676494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03214704,0.08940189,0.0215848,0.8460322,0.006313866,0.002617153,0.001403602,0.00008761637,0.0004118211],"genre_scores_gemma":[0.9617791,0.01190416,0.006278195,0.01241919,0.003015011,0.00008607364,0.001869051,0.0001720712,0.002477216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.929632,"threshold_uncertainty_score":0.9978523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285939779283737,"score_gpt":0.4397602406206256,"score_spread":0.1111662626922519,"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."}}