{"id":"W2083492415","doi":"10.1118/1.4736341","title":"TH‐D‐BRCD‐01: TG‐51 Addendum: New KQ Values","year":2012,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Addendum; Monte Carlo method; Physics; Range (aeronautics); Stopping power; Variance reduction; Laser beam quality; Ion; Dosimetry; Statistical physics; Computational physics; Atomic physics; Mathematics; Materials science; Quantum mechanics; Nuclear medicine; Statistics","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":[0.005624966,0.001355377,0.0009735943,0.003210859,0.001070346,0.003401117,0.003356725,0.001997412,0.1057185],"category_scores_gemma":[0.007728364,0.001218543,0.001191756,0.00211918,0.0007623056,0.004100854,0.003962931,0.002511011,0.0799392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584708,"about_ca_system_score_gemma":0.002512669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456629,"about_ca_topic_score_gemma":0.002794626,"domain_scores_codex":[0.9972737,0.0002926589,0.0002053592,0.0002186488,0.001760631,0.0002489989],"domain_scores_gemma":[0.9943731,0.0006807477,0.0003229662,0.001079328,0.003140513,0.0004032499],"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":[0.001589531,0.0002263178,0.002698362,0.002245057,0.000100757,0.0002527263,0.0001986386,0.002728894,0.02938236,0.01672455,0.7021546,0.2416981],"study_design_scores_gemma":[0.00008752114,0.0002338861,0.002315252,0.0002105193,0.00007361673,0.0003286661,0.00006159679,0.00117042,0.0414656,0.003392461,0.9505389,0.0001216291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03496747,0.02735301,0.1749213,0.009774965,0.02223107,0.003132001,0.11265,0.03597933,0.5789908],"genre_scores_gemma":[0.1448409,0.02507805,0.2267119,0.006904924,0.002884772,0.004870196,0.189728,0.02592326,0.373058],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1057185,"threshold_uncertainty_score":0.3536636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921144678463652,"score_gpt":0.3134700939489917,"score_spread":0.2842586471643551,"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."}}