{"id":"W4293240198","doi":"10.47339/ephj.2022.215","title":"Radon awareness in Metro Vancouver","year":2022,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radon; Radon gas; Immigration; Government (linguistics); Population; Lung cancer; Environmental health; Medicine; Geography; Archaeology; Oncology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003824838,0.0001714538,0.0002910519,0.0009082651,0.004446636,0.001791968,0.0006191118,0.0005213057,0.003484002],"category_scores_gemma":[0.001426545,0.0002534259,0.0002051176,0.001585572,0.0007163873,0.0003776817,0.001434026,0.001185684,0.0003600674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007707224,"about_ca_system_score_gemma":0.01287245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9417934,"about_ca_topic_score_gemma":0.9681239,"domain_scores_codex":[0.9994007,0.00006334288,0.00002957292,0.00006612788,0.0002243609,0.0002159475],"domain_scores_gemma":[0.9987227,0.00008122159,0.0001731189,0.00002058859,0.0005297404,0.0004725924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008072678,0.000308583,0.9175478,0.0001961278,0.00003119935,0.001069259,0.03892782,0.00007095683,0.0008830342,0.0003022949,0.004801651,0.0357806],"study_design_scores_gemma":[0.000007470195,0.0001437317,0.9028656,0.0001873661,0.00002406869,0.0005110439,0.08460898,0.0001318597,0.0001875915,0.00007252707,0.01122698,0.00003278267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904806,0.0003942563,0.00002778898,0.001000037,0.00002389627,0.00003269446,0.0003283549,0.000006137274,0.007706402],"genre_scores_gemma":[0.9937091,0.0007593309,0.00006998673,0.0003516556,0.000009723087,0.00002853798,0.0001932702,0.000004954916,0.004873557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05820656,"threshold_uncertainty_score":0.1170986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385076816895877,"score_gpt":0.3906078794130913,"score_spread":0.2521001977235036,"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."}}