{"id":"W4386982533","doi":"10.1007/978-3-031-18810-7_8","title":"Radiobiology of Accidental, Public, and Occupational Exposures","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Accidental; Triage; Biodosimetry; Environmental health; Radiobiology; Radiation exposure; Radiological weapon; Ionizing radiation; Medical physics; Medical emergency; Nuclear medicine; Radiation therapy; Surgery","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":[0.0003099198,0.0003389082,0.0002455378,0.0007476517,0.000653799,0.001318028,0.000506146,0.0006438105,0.01492401],"category_scores_gemma":[0.0003007709,0.0002078012,0.0002527208,0.0004648664,0.000715073,0.0006602395,0.001049296,0.0007338525,0.005000109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969406,"about_ca_system_score_gemma":0.0004666819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107115,"about_ca_topic_score_gemma":0.001791606,"domain_scores_codex":[0.9998308,0.00003559244,0.000007590176,0.00002663215,0.00008034799,0.00001889028],"domain_scores_gemma":[0.9998723,0.00005774786,0.00001612769,0.000009397226,0.00003207193,0.00001231463],"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":[0.0001173136,0.000182503,0.006748723,0.002174977,0.0000319925,0.003551249,0.005458545,0.002515182,0.04853904,0.1669236,0.09898724,0.6647696],"study_design_scores_gemma":[0.000002814367,0.0001467789,0.004927721,0.000673833,0.00001397266,0.006440428,0.0008914726,0.0003024004,0.00984272,0.01359833,0.9631391,0.00002051807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04636472,0.1960035,0.02919619,0.005559873,0.001776603,0.0001986246,0.0005979074,0.0004287245,0.7198738],"genre_scores_gemma":[0.179926,0.1832879,0.01958123,0.002853912,0.0007741288,0.0002754373,0.0009450582,0.0003083106,0.612048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01492401,"threshold_uncertainty_score":0.0499258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412475731406584,"score_gpt":0.3023406589705845,"score_spread":0.2482159016565186,"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."}}