{"id":"W2070607141","doi":"10.1118/1.3613052","title":"MO‐G‐BRB‐01: A Combined Dose Delivery and Transmission Dose Verification Model for a Small Animal Precision Irradiator for Pre‐Clinical Studies","year":2011,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Monte Carlo method; Irradiation; Nuclear medicine; Detector; Animal model; Calibration; Materials science; Physics; Optics; Medicine; Mathematics","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":[0.0002546833,0.0003074299,0.0003130426,0.0002132705,0.0001344745,0.0003767765,0.0006889704,0.0006787211,0.0020392],"category_scores_gemma":[0.0004576308,0.0002809153,0.0004150368,0.0002079997,0.0002246527,0.0001651694,0.0001636497,0.000364799,0.0005450441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006327629,"about_ca_system_score_gemma":0.0006487392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005222726,"about_ca_topic_score_gemma":0.003410017,"domain_scores_codex":[0.9999107,0.00001661211,0.000003216789,0.00001546321,0.00004590291,0.000008046987],"domain_scores_gemma":[0.9998012,0.00007656279,0.00004727529,0.00001875624,0.00004467005,0.00001142172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001281737,0.00006406239,0.001721295,0.0001810327,0.00002663147,0.0001733722,0.00006238384,0.907923,0.08012768,0.001739245,0.000442381,0.007410829],"study_design_scores_gemma":[0.00002218339,0.0001516571,0.001641413,0.00001515451,0.00003425932,0.0001342907,0.00001149332,0.9768822,0.01766015,0.0002775374,0.003155132,0.00001439791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.384321,0.001324086,0.5978034,0.0002418566,0.00005028491,0.0003701117,0.0009556961,0.001493284,0.01344023],"genre_scores_gemma":[0.8965089,0.0006359409,0.09272099,0.00007114295,0.000008600309,0.0003074371,0.0004459021,0.000282382,0.00901874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005222726,"threshold_uncertainty_score":0.01038468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08779512563967243,"score_gpt":0.3699858790005183,"score_spread":0.2821907533608459,"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."}}