{"id":"W209061838","doi":"","title":"Testing the Capacity of the NBDRP EX30701","year":2009,"lang":"en","type":"article","venue":"","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodosimetry; Dicentric chromosome; Medical physics; Dosimetry; Triage; Computer science; Medicine; Engineering; Nuclear medicine; Medical emergency; Biology; Physics; Nuclear physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004713143,0.0004485875,0.0003184974,0.0004742909,0.001138153,0.0005988657,0.001917039,0.0009175739,0.007351761],"category_scores_gemma":[0.004420071,0.000289821,0.0002802091,0.0004094886,0.0006512565,0.0005492022,0.001544234,0.000865675,0.003222397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754296,"about_ca_system_score_gemma":0.002702106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08785884,"about_ca_topic_score_gemma":0.1528069,"domain_scores_codex":[0.9967824,0.0005785834,0.0001540349,0.0007152579,0.001415203,0.0003544964],"domain_scores_gemma":[0.9937159,0.00113371,0.000360215,0.0007460341,0.003249713,0.0007944325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02449686,0.02044729,0.3526335,0.0008128681,0.0003051705,0.001694074,0.003903885,0.008909179,0.3112748,0.002734777,0.04523816,0.2275494],"study_design_scores_gemma":[0.0008970083,0.07817166,0.6223329,0.0001575605,0.0002075757,0.001547569,0.004428841,0.01644473,0.1976744,0.0005229163,0.07745335,0.0001615005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808648,0.00008385075,0.002166121,0.0004883358,0.00007486188,0.0006237856,0.00289906,0.0001819828,0.01261713],"genre_scores_gemma":[0.9444581,0.0001588958,0.01110064,0.0007389948,0.00002319768,0.001043063,0.01019484,0.00009089262,0.03219137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08785884,"threshold_uncertainty_score":0.1746949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677256242126607,"score_gpt":0.2474919687422076,"score_spread":0.2207194063209415,"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."}}