{"id":"W121733475","doi":"10.1118/1.3002412","title":"Monte Carlo dosimetry for and eye plaque brachytherapy","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; L'Oreal USA","keywords":"Dosimetry; Brachytherapy; Silastic; Sclera; Monte Carlo method; Materials science; Nuclear medicine; Dose profile; Biomedical engineering; Choroidal melanoma; Medicine; Melanoma; Radiation therapy; Radiology; Surgery; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000669865,0.0000937069,0.0002320545,0.00001394614,0.0000927261,0.000001753699,0.00003474744,0.0001347637,0.00003734697],"category_scores_gemma":[0.00006572265,0.00007070314,0.00006671323,0.00005889268,0.0001783875,0.00003281875,0.00001451354,0.0001498106,0.00001475912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002293192,"about_ca_system_score_gemma":0.0001012808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442107,"about_ca_topic_score_gemma":0.000002338776,"domain_scores_codex":[0.9993607,0.00001507382,0.0001032764,0.0001601819,0.0002036359,0.0001571158],"domain_scores_gemma":[0.9995422,0.00009446372,0.00002551616,0.0001241334,0.00002278687,0.0001908341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009011098,0.002051644,0.7145178,0.0001798121,0.0008947139,0.001324773,0.001065714,0.000001589831,0.0002750033,0.000687268,0.01362355,0.2644771],"study_design_scores_gemma":[0.07638573,0.009048479,0.7013694,0.0005324892,0.001346788,0.001336437,0.0001100093,0.004047785,0.05862398,0.0104542,0.1355021,0.001242585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942119,0.0007956763,0.002147557,0.001922353,0.0001369118,0.0002843321,0.000007372018,0.00003962356,0.0004543116],"genre_scores_gemma":[0.9960353,0.0002949159,0.0003613757,0.002143935,0.0004165147,0.00003000393,0.000012669,0.00001482918,0.0006904016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632345,"threshold_uncertainty_score":0.2883191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203533469682217,"score_gpt":0.3128822328666758,"score_spread":0.292528885898454,"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."}}