{"id":"W2000367524","doi":"10.1118/1.4815052","title":"SU‐E‐T‐624: Population Based Respiratory Analysis of Partial Breast IMRT and Impact of Breast Shape and Size","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Nuclear medicine; Population; Breast cancer; Internal 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":[0.000854119,0.0002079301,0.0002652862,0.0003919512,0.00008018032,0.0002966809,0.000323152,0.0002592939,0.001324777],"category_scores_gemma":[0.002680014,0.0001568893,0.0005329293,0.000357634,0.0001424829,0.0002014631,0.0001937558,0.0001435428,0.0002001989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241514,"about_ca_system_score_gemma":0.0001398507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754269,"about_ca_topic_score_gemma":0.001045391,"domain_scores_codex":[0.9997324,0.000136276,0.00001176576,0.00005099981,0.00005553448,0.00001298097],"domain_scores_gemma":[0.9991528,0.0004871675,0.000160859,0.00009330479,0.00007383242,0.00003195061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004759135,0.000184705,0.6600384,0.0002077902,0.001139644,0.0003883656,0.0002071361,0.1876647,0.04574763,0.000537872,0.001031844,0.09809275],"study_design_scores_gemma":[0.0001607115,0.002195986,0.657746,0.00001172993,0.0004584287,0.002140925,0.0001022578,0.307715,0.02672464,0.0006660404,0.00202418,0.00005416974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892198,0.0001773655,0.00950185,0.00002274969,0.00000322996,0.00001572897,0.0003315543,0.0002152643,0.0005124399],"genre_scores_gemma":[0.997214,0.00002970085,0.001758637,0.00001170653,0.000003009596,0.00001315792,0.0006710843,0.00005851632,0.0002402599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754269,"threshold_uncertainty_score":0.004517078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008211891603993871,"score_gpt":0.2700657873841036,"score_spread":0.2618538957801098,"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."}}