{"id":"W1589632190","doi":"10.17269/cjph.104.3794","title":"A Comparison of Two Methods for Ecologic Classification of Radon Exposure in British Columbia: Residential Observations and the Radon Potential Map of Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Radon; Radon exposure; Population; Environmental science; Environmental health; Geography; Physical geography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01018632,0.001165004,0.001080962,0.007797761,0.00164036,0.003217347,0.002241996,0.001176078,0.001994185],"category_scores_gemma":[0.03283502,0.0007024161,0.001152847,0.00675681,0.0006468389,0.001201046,0.001945438,0.0008924817,0.0005448831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007910337,"about_ca_system_score_gemma":0.009732891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.872287,"about_ca_topic_score_gemma":0.9231172,"domain_scores_codex":[0.9936517,0.002631042,0.0004770965,0.0007454996,0.002103333,0.0003912273],"domain_scores_gemma":[0.9660643,0.01746306,0.001558475,0.00126904,0.01305386,0.0005912411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003154446,0.0004513698,0.7663076,0.0008355146,0.002586129,0.000128818,0.0031336,0.02001096,0.002206672,0.001463997,0.004713206,0.1950078],"study_design_scores_gemma":[0.0003225193,0.0002882457,0.8941579,0.000209987,0.0008050168,0.0001500504,0.003490736,0.09361643,0.001368955,0.0008855017,0.004484172,0.0002203736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271823,0.004217645,0.05009774,0.0007271011,0.0001485504,0.0005580186,0.009051993,0.0005042047,0.007512397],"genre_scores_gemma":[0.9149498,0.002616806,0.0680759,0.0001810193,0.0000535927,0.0004221032,0.006973779,0.0002873102,0.006439636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127713,"threshold_uncertainty_score":0.2569301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184008317659168,"score_gpt":0.4387254287960269,"score_spread":0.22032459703011,"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."}}