{"id":"W4409165932","doi":"10.4314/jasem.v29i3.39","title":"Radiation Doses and Radiological Risks Associated with Radiodiagnostic Examinations at a Tertiary Institutional Hospital, Ondo State, Nigeria","year":2025,"lang":"en","type":"article","venue":"Journal of applied science and environmental management","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiological weapon; Medicine; State (computer science); Environmental health; Radiology","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":[0.0005210117,0.0001585234,0.0001535592,0.0004371608,0.000446718,0.0005167646,0.0001740142,0.0002122325,0.001453047],"category_scores_gemma":[0.002369362,0.0001491508,0.0001325964,0.0004861949,0.0003448807,0.0002040099,0.0005074476,0.0002202468,0.0001482649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545786,"about_ca_system_score_gemma":0.0005835306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545194,"about_ca_topic_score_gemma":0.00433989,"domain_scores_codex":[0.9992865,0.0003104074,0.0001140899,0.00006230871,0.0001398592,0.00008691858],"domain_scores_gemma":[0.9984567,0.0004300823,0.0007248622,0.00007550832,0.0001957034,0.0001171489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004063209,0.0001612596,0.9661919,0.0001821825,0.00002275858,0.001589826,0.002023763,0.000344218,0.004562431,0.0002598919,0.0002770892,0.02397823],"study_design_scores_gemma":[0.0000159559,0.002022743,0.9749654,0.0002167383,0.00007718775,0.004667816,0.008964805,0.0004429682,0.005321049,0.0002225584,0.00305541,0.00002730942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979505,0.0004596788,0.0002322965,0.0001035349,0.000005067511,0.00001732263,0.00005341612,0.000004496264,0.001173565],"genre_scores_gemma":[0.9988625,0.0003984297,0.0003368644,0.00004430654,0.000004578717,0.000007928051,0.00003337726,0.000001554559,0.0003104933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002545194,"threshold_uncertainty_score":0.005474865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006459338891594383,"score_gpt":0.227517910934067,"score_spread":0.2210585720424726,"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."}}