{"id":"W1995412653","doi":"10.1016/j.jmir.2014.03.034","title":"Characteristics of Women Requiring Active Breathing Control for Heart Sparing in Whole Breast Radiotherapy","year":2014,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Lung; Lung cancer; Left breast; Cohort; Breast-conserving surgery; Cardiology; Cancer; Radiology; Internal medicine; Surgery; Mastectomy","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":[0.000202135,0.0001389463,0.0003654883,0.0004661252,0.0004599603,0.0005494253,0.0003131826,0.0005898873,0.00369411],"category_scores_gemma":[0.001904782,0.0001690578,0.0006318625,0.000899013,0.0002440373,0.0003924393,0.0003189721,0.0005856379,0.0003631449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269559,"about_ca_system_score_gemma":0.0004791209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027642,"about_ca_topic_score_gemma":0.003367269,"domain_scores_codex":[0.9997222,0.00003289115,0.00004253387,0.00005493343,0.00003828101,0.0001091831],"domain_scores_gemma":[0.9990025,0.0002748909,0.0003301709,0.00003448905,0.00005171494,0.0003063385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009334491,0.0001793956,0.9943953,0.00001899672,0.00005169654,0.0005456943,0.0001335303,0.0001183808,0.00097271,0.00004273765,0.0001632144,0.002445027],"study_design_scores_gemma":[0.00001728156,0.0004951939,0.9971595,0.000007794001,0.00002771315,0.0009690069,0.0006942839,0.0001348656,0.00008772148,0.0000397357,0.0003581756,0.000008846326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983753,0.0002640678,0.00005713514,0.00006720689,0.00001099499,0.00001245142,0.0003234729,0.000002740688,0.0008866442],"genre_scores_gemma":[0.9990269,0.0001346365,0.00003451148,0.00008160244,0.00001717584,0.00001539076,0.0003578609,0.000004121789,0.000327692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00369411,"threshold_uncertainty_score":0.01235807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112660580754955,"score_gpt":0.3121133246775777,"score_spread":0.3008472666020822,"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."}}