{"id":"W2965529566","doi":"10.13140/rg.2.2.26084.01924","title":"Residents' Perception of Radon Health Risk: A Qualitative Study","year":2019,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radon; Health risk; Environmental health; Qualitative research; Perception; Risk perception; Geography; Psychology; Medicine; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01194698,0.0001019653,0.0004326174,0.0005863582,0.001044516,0.00000337697,0.0004521879,0.0001296805,0.001418592],"category_scores_gemma":[0.0003334841,0.0001099007,0.00009367248,0.0006541265,0.0002355398,0.0003493168,0.0002057813,0.00111839,0.0004399517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005001724,"about_ca_system_score_gemma":0.0006239084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542224,"about_ca_topic_score_gemma":0.004748353,"domain_scores_codex":[0.9874211,0.009937654,0.0003075345,0.0003486608,0.001452997,0.0005320329],"domain_scores_gemma":[0.9972435,0.0009693761,0.0004458744,0.0005050872,0.0006474208,0.000188744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128958,0.0007750177,0.7031133,0.0005068039,0.0001224257,0.000004619813,0.2823549,0.000006383611,0.001017771,0.0007752969,0.008779147,0.00241535],"study_design_scores_gemma":[0.001604339,0.0008981184,0.5192088,0.0001496132,0.000008604953,1.228293e-7,0.4765701,0.00004233878,0.000005864187,0.000103727,0.00135173,0.00005663102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987747,0.00002529865,0.0002409616,0.001137416,0.0001365722,0.001993558,0.0000557221,0.00002394197,0.008639559],"genre_scores_gemma":[0.9902715,0.0001905809,0.0005726119,0.00001704866,0.0000288025,0.00000154303,0.000009387316,0.00001221714,0.008896327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942152,"threshold_uncertainty_score":0.9994943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028522073361371,"score_gpt":0.5153070474577831,"score_spread":0.312454840121646,"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."}}