{"id":"W1972236668","doi":"10.1080/09553000701370860","title":"Canadian Cytogenetic Emergency Network (CEN) for biological dosimetry following radiological/nuclear accidents","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Armed Forces; Credit Valley Hospital; Health Canada","funders":"Atomic Energy of Canada Limited; Defence Research and Development Canada","keywords":"Triage; Dicentric chromosome; Biodosimetry; Dosimetry; Radiological weapon; Medicine; Medical physics; Nuclear medicine; Emergency medicine; Biology; Physics; Ionizing radiation; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00798222,0.0007028131,0.0002673046,0.001488796,0.002938111,0.000913133,0.002155992,0.0008058432,0.009205354],"category_scores_gemma":[0.01322548,0.0002634455,0.0002546663,0.001331419,0.0009330698,0.000531245,0.002723732,0.0008665077,0.001817984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430267,"about_ca_system_score_gemma":0.04045272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5583185,"about_ca_topic_score_gemma":0.6671345,"domain_scores_codex":[0.9948574,0.001106805,0.0001433223,0.0003737814,0.002901637,0.0006170747],"domain_scores_gemma":[0.9839466,0.001004526,0.001287981,0.0007613017,0.01089689,0.002102657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002756879,0.0006686476,0.3687814,0.0007835337,0.00008650817,0.0008049331,0.002779405,0.01103223,0.01250954,0.003875583,0.1158892,0.4800321],"study_design_scores_gemma":[0.000449028,0.002262863,0.6624104,0.0003978432,0.0001369037,0.002006939,0.00475258,0.01268249,0.01665363,0.001813668,0.2962512,0.0001823143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7375894,0.006981277,0.09645334,0.01775272,0.0008369702,0.01104709,0.012261,0.004135963,0.1129422],"genre_scores_gemma":[0.8621717,0.002224189,0.09367909,0.001581537,0.0001232858,0.002210088,0.008201231,0.0002019156,0.02960701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9856973,"threshold_uncertainty_score":0.8885653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482795006832005,"score_gpt":0.3200986585212677,"score_spread":0.3052707084529477,"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."}}