{"id":"W6939082144","doi":"10.60692/7ybt1-nqf86","title":"Health Risk Assessment and Statistical Analysis of Natural Radioactivity in the Uranium Exploration Area of Zabili, Chad","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Radium; Radionuclide; Radiological weapon; Uranium; Risk assessment; Natural uranium; Natural radioactivity; Health risk assessment; Absorbed dose rate; Effective dose (radiation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723785,0.00006357256,0.0003163718,0.0003504532,0.00009093437,0.00001232117,0.00004185495,0.00003986109,0.00001209768],"category_scores_gemma":[0.00001822227,0.00003977199,0.00005004392,0.0006006646,0.00009445573,0.0001629472,0.00002640875,0.0002137101,2.99776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377683,"about_ca_system_score_gemma":0.00009441859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027778,"about_ca_topic_score_gemma":0.000003449641,"domain_scores_codex":[0.998428,0.0003103821,0.0005599783,0.00007572515,0.000542575,0.00008334072],"domain_scores_gemma":[0.9992298,0.000044686,0.0004374236,0.0001632417,0.00008739086,0.00003738043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000417733,0.00005264606,0.708336,0.001537526,0.000563046,0.000002102229,0.2686714,0.001878431,0.00001265483,0.0059239,0.00005594303,0.01254864],"study_design_scores_gemma":[0.0006899338,0.0001539963,0.8453966,0.00002901758,0.0001599094,0.00000841942,0.02321041,0.1302809,0.000008670067,0.00000808026,0.00001910395,0.00003497106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318417,0.00001345469,0.06527279,0.001833743,0.0001071519,0.0005037864,0.0003051183,0.00001258382,0.0001096926],"genre_scores_gemma":[0.9993944,0.000001272429,0.0002725678,0.00009857208,0.000008691598,0.00003121356,0.0001885988,0.000001978691,0.000002734203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.245461,"threshold_uncertainty_score":0.1621854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444137428928725,"score_gpt":0.2983390513720993,"score_spread":0.2539253084792268,"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."}}