{"id":"W2087732894","doi":"10.1016/j.ijrobp.2013.06.612","title":"Achieving a Uniform Breast Junction With the 160 Leaf Multi Leaf Collimator","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Multileaf collimator; Linear particle accelerator; Isocenter; Collimator; Beam (structure); Calibration; Optics; Imaging phantom; Medicine; Radiation treatment planning; Nuclear medicine; Superposition principle; Medical physics; Physics; Radiation therapy; Radiology","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":[0.0006891402,0.0004618382,0.0003279633,0.000368087,0.0003912573,0.0008458005,0.0004307371,0.0007725356,0.005141489],"category_scores_gemma":[0.0009560488,0.0003748044,0.0004143679,0.0003432156,0.0002826214,0.0009668372,0.001406115,0.000631678,0.003375379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378953,"about_ca_system_score_gemma":0.000533921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001955242,"about_ca_topic_score_gemma":0.0003936212,"domain_scores_codex":[0.9995775,0.00005225474,0.00004011893,0.0001003463,0.0001675047,0.00006226424],"domain_scores_gemma":[0.9996542,0.00006705947,0.000101122,0.00007308242,0.00005428414,0.00005011025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00085979,0.000217224,0.01541244,0.0006136128,0.00009327055,0.001640404,0.0005640184,0.005364016,0.8165331,0.01472811,0.00744624,0.1365278],"study_design_scores_gemma":[0.000354714,0.001716248,0.07078785,0.0002966045,0.0002267595,0.04523633,0.0005714721,0.02557863,0.6603497,0.01163839,0.1829999,0.0002433326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2138623,0.004507368,0.7198848,0.001838184,0.000303591,0.0002024172,0.0006323197,0.004013198,0.05475587],"genre_scores_gemma":[0.6437505,0.0006790814,0.3443483,0.0008298131,0.0000939059,0.00008482202,0.0003260466,0.0008414801,0.009045927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005141489,"threshold_uncertainty_score":0.01719999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125296083895138,"score_gpt":0.2953566713469657,"score_spread":0.2841037105080144,"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."}}