{"id":"W4205986834","doi":"10.1142/8982","title":"Nuclear and Radiation Physics in Medicine","year":2013,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Radiation; Physics; Medical radiation; Nuclear physics; Medical physics","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":[0.0006650691,0.001489053,0.001073944,0.002190136,0.001508984,0.003596535,0.001022124,0.001626459,0.08192526],"category_scores_gemma":[0.00151645,0.0005490523,0.000535242,0.002517715,0.001842127,0.00349424,0.00204619,0.004429969,0.050776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162723,"about_ca_system_score_gemma":0.002820111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580139,"about_ca_topic_score_gemma":0.01244084,"domain_scores_codex":[0.9994639,0.00009465872,0.00001680519,0.00004738534,0.0003489502,0.00002837937],"domain_scores_gemma":[0.9994874,0.0002200297,0.00002326635,0.00005325365,0.0001510734,0.0000649724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001313042,0.00002818566,0.00004802642,0.0003403685,0.000006301768,0.00004663967,0.0002481579,0.000489847,0.0004579089,0.08465202,0.6974209,0.2162485],"study_design_scores_gemma":[0.000001592409,0.000003820078,0.00005431676,0.0001274581,0.000002207083,0.00007507867,0.0000288003,0.00007996955,0.00006265345,0.0183252,0.9812355,0.000003490236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002229786,0.07571388,0.008948938,0.004348631,0.009360204,0.0000445847,0.0001529779,0.0003262737,0.9008815],"genre_scores_gemma":[0.001303574,0.02614018,0.003479027,0.002065626,0.002305108,0.00004550253,0.00009119094,0.0002283554,0.9643413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08192526,"threshold_uncertainty_score":0.2740673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411701201601593,"score_gpt":0.2788771351599552,"score_spread":0.2447601231439392,"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."}}