{"id":"W4254556818","doi":"10.1016/j.acra.2009.03.002","title":"Medical Radiation","year":2009,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical radiation; Nuclear medicine; Medicine; Quarter (Canadian coin); Radiation exposure; Computed tomographic; Computed tomography; Radiology; Medical physics; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554019,0.00007890799,0.0002035841,0.000301928,0.00004061058,0.000002342128,0.0001035384,0.0003128649,0.00043689],"category_scores_gemma":[0.0006041374,0.00006765322,0.00004712027,0.000316933,0.00005316577,0.00008774852,0.000007803815,0.0005564361,0.0001932153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003944503,"about_ca_system_score_gemma":0.0001049759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004180893,"about_ca_topic_score_gemma":9.562316e-8,"domain_scores_codex":[0.9990806,0.00005030696,0.0002498929,0.0001774959,0.0001867745,0.0002549157],"domain_scores_gemma":[0.9995317,0.00007413121,0.00005527981,0.0001352045,0.00001465003,0.0001890498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007382291,0.00003254501,0.03812204,0.000005828857,0.00003977976,0.00008404449,0.0003192713,0.00001183744,0.01027898,0.01180801,0.1973148,0.741909],"study_design_scores_gemma":[0.002573289,0.0003897468,0.5045264,0.00004055443,0.00006059245,0.003587903,0.00003927186,0.004707136,0.003666523,0.002987469,0.4772225,0.0001985616],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8466408,0.004434369,0.000792102,0.117112,0.0004091102,0.0002087253,8.207391e-7,0.000183424,0.03021866],"genre_scores_gemma":[0.9666275,0.003699618,0.0001210996,0.02788253,0.001034661,0.000003649695,0.00002637977,0.000006544471,0.0005980061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7417104,"threshold_uncertainty_score":0.4783639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249137917635484,"score_gpt":0.3270305268070318,"score_spread":0.314539147630677,"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."}}