{"id":"W2068616203","doi":"10.1118/1.1861413","title":"Dosimetric effect of collimating jaws for small multileaf collimated fields","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Collimated light; Dosimetry; Multileaf collimator; Optics; Medical physics; Physics; Nuclear medicine; Linear particle accelerator; Medicine; Beam (structure); Laser","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002487332,0.0001581738,0.0003500729,0.00003788174,0.0000665584,0.00000913291,0.0002064553,0.00007997868,0.0001969499],"category_scores_gemma":[0.00008136452,0.0001310288,0.0001476859,0.0002826925,0.00007011421,0.00006487562,0.00003381226,0.0001749441,0.00000288867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041874,"about_ca_system_score_gemma":0.0000394577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002539905,"about_ca_topic_score_gemma":0.000001005601,"domain_scores_codex":[0.9990168,0.00003794079,0.0002829524,0.0001812145,0.0002328618,0.0002482573],"domain_scores_gemma":[0.9987473,0.0007530889,0.0001498137,0.0001936606,0.00005883219,0.00009723197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001067136,0.0003500853,0.02058434,0.0001747925,0.0001484411,7.055894e-7,0.0002201396,0.0002396864,0.00243416,0.002280327,0.002105968,0.9713547],"study_design_scores_gemma":[0.004747038,0.001035651,0.0002712429,0.0002291902,0.000104715,6.643103e-7,0.00001311692,0.0797023,0.8946347,0.003313045,0.01541612,0.0005322807],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1122075,0.00008602202,0.8853924,0.0001074489,0.00007302919,0.0006252568,0.00004108824,0.00009771344,0.001369558],"genre_scores_gemma":[0.9765415,0.000006954113,0.02234255,0.0001375512,0.000672682,0.0001499678,0.00003663481,0.00003229091,0.00007991283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9708224,"threshold_uncertainty_score":0.5343198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061633992513838,"score_gpt":0.2993880552626029,"score_spread":0.2887717153374645,"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."}}