{"id":"W2301195050","doi":"10.1093/rpd/ncw254","title":"GHSI EMERGENCY RADIONUCLIDE BIOASSAY LABORATORY NETWORK – SUMMARY OF THE SECOND EXERCISE","year":2016,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institutes of Health; World Health Organization","keywords":"Radionuclide; Sample (material); Preparedness; Bioassay; Medicine; Environmental science; Medical physics; Receipt; Environmental health; Computer science; Biology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0264906,0.001487862,0.0005667504,0.002237322,0.00333658,0.0051754,0.003757787,0.002806698,0.03301434],"category_scores_gemma":[0.00909376,0.0006076536,0.0007690368,0.0012469,0.0007782873,0.0021207,0.004400798,0.002502144,0.0147734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008147974,"about_ca_system_score_gemma":0.03518355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04471892,"about_ca_topic_score_gemma":0.07684536,"domain_scores_codex":[0.9889808,0.002764086,0.000406522,0.00102435,0.004971427,0.001852841],"domain_scores_gemma":[0.9829769,0.0009104814,0.0006503059,0.001511123,0.009446238,0.004504885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004702091,0.00118508,0.009798438,0.0006370812,0.0000440866,0.0004284587,0.0008373015,0.002233093,0.003622318,0.004728147,0.8333298,0.1426858],"study_design_scores_gemma":[0.0001906589,0.0006737572,0.02721535,0.0005986065,0.00001734131,0.0001876151,0.0009127748,0.0009813118,0.002552547,0.0013894,0.9652159,0.00006471746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06214875,0.003357807,0.02946219,0.08611871,0.01197232,0.03490502,0.04534921,0.007571815,0.7191142],"genre_scores_gemma":[0.1718274,0.003434082,0.1135517,0.04336963,0.004186139,0.01738892,0.118559,0.002245881,0.5254372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04471892,"threshold_uncertainty_score":0.1400974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005467528447287456,"score_gpt":0.197769914054296,"score_spread":0.1923023856070086,"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."}}