{"id":"W3202540018","doi":"10.1097/hp.0000000000001469","title":"A Summary of Residential Radon Surveys and the Influence of Housing Characteristics on Indoor Radon Levels in Canada","year":2021,"lang":"en","type":"article","venue":"Health Physics","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Radon; Radon exposure; Geometric mean; Geometric standard deviation; Hydrology (agriculture); Basement","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002936868,0.0001264157,0.0005671038,0.00003765737,0.0002877763,0.000003647617,0.0001091787,0.00007022885,0.000006940435],"category_scores_gemma":[0.0003629236,0.0001025216,0.00003159289,0.000312473,0.0001057827,0.00008982244,0.00006906829,0.0006274203,0.000001002015],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294275,"about_ca_system_score_gemma":0.006862472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6958078,"about_ca_topic_score_gemma":0.6480219,"domain_scores_codex":[0.9939737,0.004250873,0.0007467617,0.000202935,0.0004582605,0.0003674406],"domain_scores_gemma":[0.9975636,0.00117923,0.0006602918,0.0003161237,0.0001902246,0.00009050759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005363232,0.0003217424,0.9491262,0.004827355,0.00008333832,0.00003143859,0.007941613,0.000554627,0.002960646,0.001379802,0.001075312,0.03116159],"study_design_scores_gemma":[0.001985031,0.00003609704,0.9951035,0.001202055,0.000008932892,6.090909e-7,0.0005993767,0.0001265078,0.000574491,0.0001840489,0.0000962718,0.00008301761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972413,0.0001903257,0.000160374,0.001325912,0.0003576655,0.0005164316,0.0001261541,0.000005381101,0.00007643627],"genre_scores_gemma":[0.9980307,0.0004458232,0.00005053531,0.001290396,0.0001115717,0.00001342932,0.00001271338,0.00001605093,0.00002882854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04778591,"threshold_uncertainty_score":0.9987677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0802481851185707,"score_gpt":0.3665215750925334,"score_spread":0.2862733899739627,"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."}}