{"id":"W2510538463","doi":"10.1118/1.4961797","title":"Poster ‐ 23: Dosimetric Characterization and Transferability of an Accessory Mounted Mini‐Beam Collimator","year":2016,"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":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Collimator; Collimated light; Beam (structure); Dosimetry; Optics; Laser beam quality; Linear particle accelerator; Nuclear medicine; Physics; Materials science; Medicine","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":[0.001130796,0.0004424504,0.0003390963,0.0004539845,0.0003600543,0.0007744628,0.0006241166,0.0004970126,0.006590303],"category_scores_gemma":[0.001985682,0.0003357775,0.0004254277,0.0005040394,0.0002313037,0.0003800981,0.000479017,0.00031682,0.001654647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008811,"about_ca_system_score_gemma":0.000602942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065858,"about_ca_topic_score_gemma":0.00129016,"domain_scores_codex":[0.9993665,0.00007599182,0.00005191066,0.0001550617,0.0002963728,0.00005410089],"domain_scores_gemma":[0.9979601,0.0003081855,0.0004242396,0.0003692436,0.0007840827,0.0001541625],"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":[0.001385152,0.0000612795,0.03453327,0.0003503162,0.00005687986,0.0001300579,0.0002667517,0.001423842,0.9219413,0.000260546,0.001037918,0.0385526],"study_design_scores_gemma":[0.0001086809,0.00237749,0.3348815,0.00004266752,0.0002096641,0.002344807,0.0001452546,0.004411222,0.6330931,0.0001102903,0.02220817,0.00006709433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420187,0.001553885,0.04666075,0.0001522842,0.00004702752,0.0002439285,0.00118669,0.001119327,0.007017345],"genre_scores_gemma":[0.9673344,0.0003222686,0.02517677,0.0001216704,0.00001932867,0.00009774831,0.001254987,0.0003915899,0.005281173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006590303,"threshold_uncertainty_score":0.02204674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009839616516948537,"score_gpt":0.2835339860353254,"score_spread":0.2736943695183768,"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."}}