{"id":"W1985732032","doi":"10.1118/1.4814764","title":"SU-E-T-330: Achieving a Uniform Breast Junction with the Elekta Agility","year":2013,"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":"Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Multileaf collimator; Linear particle accelerator; Calibration; Collimator; Imaging phantom; Dosimetry; Beam (structure); Optics; Physics; Nuclear medicine; Ionization chamber; Medical physics; 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":[0.0009454258,0.0004202101,0.0003093442,0.0004906761,0.000214764,0.0005286663,0.0005833399,0.0004888097,0.003151796],"category_scores_gemma":[0.001380223,0.00035247,0.000341194,0.0003887617,0.0002735229,0.0004780707,0.0006661717,0.00048194,0.001097299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430935,"about_ca_system_score_gemma":0.0004598018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002927989,"about_ca_topic_score_gemma":0.0004277391,"domain_scores_codex":[0.9994538,0.00009120355,0.00003773235,0.0001386525,0.0002258826,0.00005268278],"domain_scores_gemma":[0.9996549,0.00007147481,0.00008933755,0.00008336742,0.00004662581,0.00005433598],"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":[0.001855216,0.0003404461,0.01691252,0.0005021676,0.00007088468,0.0003664228,0.000413376,0.005630222,0.8786655,0.001267036,0.001680167,0.09229591],"study_design_scores_gemma":[0.0006603052,0.01300749,0.1741819,0.0001044448,0.0003028486,0.02003465,0.0003431388,0.02842133,0.738141,0.00069404,0.02395193,0.0001568314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639047,0.001917171,0.1213086,0.0001850508,0.00005086669,0.0002041363,0.0002717174,0.001911252,0.01024649],"genre_scores_gemma":[0.9328973,0.0002766079,0.06378832,0.00007301106,0.00001616129,0.00007429353,0.0002928296,0.0004851556,0.002096409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003151796,"threshold_uncertainty_score":0.01054382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005492142159297979,"score_gpt":0.2375732629322588,"score_spread":0.2320811207729609,"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."}}