{"id":"W2327053657","doi":"10.1093/rpd/nct168","title":"Survey of clinical doses from computed tomography examinations in the Canadian province of Manitoba","year":2013,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Pelvis; Nuclear medicine; Abdomen; Radiology; Computed tomography; Effective dose (radiation)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008577168,0.0003226533,0.0002224,0.002585556,0.001316006,0.0008179293,0.001134586,0.0002757004,0.001393382],"category_scores_gemma":[0.00604568,0.0003674072,0.0002371952,0.004749165,0.000710877,0.0001797549,0.0006233824,0.0003029024,0.0002067108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02050978,"about_ca_system_score_gemma":0.02048658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719349,"about_ca_topic_score_gemma":0.9866105,"domain_scores_codex":[0.9977082,0.0002599409,0.000109296,0.0001329811,0.0015183,0.0002712641],"domain_scores_gemma":[0.9951015,0.0005869967,0.001021384,0.0001402408,0.002637551,0.0005123425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006679686,0.00002254038,0.9761534,0.000130183,0.00005523182,0.0002337451,0.001602196,0.00031628,0.00150337,0.000106377,0.001451599,0.01835828],"study_design_scores_gemma":[0.00000388835,0.00002270425,0.9967157,0.00002921966,0.00001281,0.0002245927,0.0007051491,0.0001338514,0.0001729907,0.000008226009,0.001962339,0.000008500001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858262,0.002456235,0.0005543082,0.0009404808,0.00001699298,0.0000992607,0.002619878,0.00008645717,0.007400104],"genre_scores_gemma":[0.9959252,0.001299872,0.0007787175,0.0002363235,0.00001054437,0.000023476,0.0007348745,0.00001788922,0.0009730256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806509,"threshold_uncertainty_score":0.1488096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049314487755893,"score_gpt":0.3106463780269877,"score_spread":0.2601532331494288,"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."}}