{"id":"W2473472650","doi":"10.1093/rpd/ncw154","title":"An update of the WHO Biodosenet: Developments since its Inception","year":2016,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"World Health Organization","keywords":"Biodosimetry; Mass Casualty; Medical emergency; Medicine","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":[0.0002553396,0.00008377771,0.00007283122,0.00005555109,0.0001102909,0.0000167409,0.0001584669,0.0001301888,0.00006628493],"category_scores_gemma":[0.000128614,0.00005291425,0.00004218047,0.0002146805,0.0000502412,0.00001730264,0.00004436308,0.00004788917,0.00002237757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003809461,"about_ca_system_score_gemma":0.00007573873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000963738,"about_ca_topic_score_gemma":0.000005226792,"domain_scores_codex":[0.9991641,0.0001284526,0.0001798395,0.0002150566,0.000175968,0.0001365731],"domain_scores_gemma":[0.999472,0.000004921184,0.0001248825,0.0002392423,0.0001096049,0.00004931524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006774004,0.0000241153,0.002450778,0.000008044804,0.00001288416,3.133551e-8,0.00001058277,0.000004776242,0.8963664,0.00009045262,0.00004491381,0.1009193],"study_design_scores_gemma":[0.0003732445,0.00009710527,0.07601115,0.00001363797,0.000002930512,0.000001463151,0.000002624088,0.0000683617,0.904828,0.00002174765,0.01849985,0.00007992848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725235,0.0001281368,0.02626526,0.0002781896,0.0002638345,0.0003966469,0.000025266,0.00001175987,0.0001073675],"genre_scores_gemma":[0.9990408,0.0002038809,0.0001020695,0.00006865054,0.0001524745,0.0000294979,0.00001434727,0.00001152318,0.0003767263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008394,"threshold_uncertainty_score":0.2157781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183380092786795,"score_gpt":0.2557998151243657,"score_spread":0.2439660141964978,"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."}}