{"id":"W1418965854","doi":"10.1118/1.4925986","title":"WE‐EF‐BRA‐07: High Performance Preclinical Irradiation Through Optimized Dual Focal Spot Dose Painting and Online Virtual Isocenter Radiation Field Targeting","year":2015,"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":"","funders":"","keywords":"Isocenter; Collimated light; Collimator; Imaging phantom; Optics; Dosimetry; Cold spot; Radiation; Materials science; Computer science; Medical physics; Physics; Nuclear medicine; Laser; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006064796,0.0005499429,0.0003861057,0.0004036468,0.0001539185,0.0006309689,0.00100985,0.0005980711,0.003151355],"category_scores_gemma":[0.000474821,0.0003363817,0.0003044844,0.0002897042,0.0003525814,0.0004013695,0.0005074987,0.0005203796,0.0008956288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005446281,"about_ca_system_score_gemma":0.0005522633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008419552,"about_ca_topic_score_gemma":0.001172188,"domain_scores_codex":[0.999732,0.0000280519,0.000007786138,0.00004267105,0.0001489499,0.00004060261],"domain_scores_gemma":[0.9997999,0.0000370299,0.00005338314,0.00003914745,0.00003915343,0.00003134557],"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":[0.0004276137,0.0004010927,0.000746721,0.0001944196,0.00004739294,0.00009252356,0.00008787282,0.04681597,0.9114127,0.00141161,0.002152011,0.03621006],"study_design_scores_gemma":[0.00009391509,0.001338772,0.002909219,0.00001707492,0.00004416033,0.0003218738,0.00001626676,0.08481434,0.8989587,0.0002681701,0.01116194,0.00005568532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5739765,0.002173581,0.3978631,0.0003808493,0.00008955057,0.0004328825,0.0006660075,0.006094328,0.0183231],"genre_scores_gemma":[0.8269684,0.0004734813,0.1621648,0.00008257798,0.00001500768,0.0002941189,0.0005205367,0.0008333931,0.008647754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003151355,"threshold_uncertainty_score":0.01054233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110893391978707,"score_gpt":0.3118300291249236,"score_spread":0.2907210952051366,"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."}}