{"id":"W2767455091","doi":"10.1016/j.prro.2017.10.011","title":"Deep inspiration breath hold level variability and deformation in locoregional breast irradiation","year":2018,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Nuclear medicine; Gating; Lumpectomy; Radiation treatment planning; Radiology; Radiation therapy; Mastectomy; Breast cancer; Cancer","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":[0.0003638144,0.0001319531,0.000178298,0.0002548599,0.00008234728,0.0003351948,0.0001884563,0.0003406334,0.0008243922],"category_scores_gemma":[0.001809363,0.0001288988,0.0001363621,0.0002561385,0.000206674,0.0002707217,0.0002531725,0.0002839416,0.0001645792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557126,"about_ca_system_score_gemma":0.0000913094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007905535,"about_ca_topic_score_gemma":0.0008797089,"domain_scores_codex":[0.9998665,0.00004128478,0.00000875298,0.00003124788,0.00003345467,0.00001879741],"domain_scores_gemma":[0.9994797,0.0002953849,0.00009610929,0.00006331738,0.00002454554,0.00004096945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007014022,0.0004110802,0.6540685,0.0001589375,0.000317932,0.0009736398,0.0007959343,0.01663873,0.1758864,0.000751951,0.0009597387,0.1420232],"study_design_scores_gemma":[0.000009171297,0.0005369108,0.9860076,0.000007755822,0.00003353096,0.0005698683,0.00009018616,0.007311383,0.004807785,0.0002273214,0.0003849998,0.00001351416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996305,0.0005731452,0.002131738,0.00004836183,0.00001201681,0.000008913023,0.0002101409,0.00002900657,0.0006817922],"genre_scores_gemma":[0.9993399,0.00007802277,0.0002022676,0.00001450758,0.000009903355,0.000003628144,0.0001164509,0.00001439669,0.0002210184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008243922,"threshold_uncertainty_score":0.002757847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728205126583146,"score_gpt":0.3560716279750092,"score_spread":0.3287895767091777,"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."}}