{"id":"W2811041349","doi":"10.1186/s13014-018-1069-z","title":"Evaluation of a new predictor of heart and left anterior descending artery dose in patients treated with adjuvant radiotherapy to the left breast","year":2018,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Supine position; Dosimetry; Breast-conserving surgery; Concordance; Nuclear medicine; Adjuvant radiotherapy; Radiology; Mastectomy; Cancer; Surgery; 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":[0.0004217701,0.0002280083,0.0002954415,0.000574127,0.0001542477,0.000362507,0.0002525277,0.0004115861,0.000760033],"category_scores_gemma":[0.002719487,0.0001408467,0.0002417903,0.000476418,0.0001757861,0.0002776474,0.0002565985,0.0003867185,0.0001907795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198051,"about_ca_system_score_gemma":0.0002593085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007387667,"about_ca_topic_score_gemma":0.001298216,"domain_scores_codex":[0.9997916,0.00006016552,0.00002723556,0.00003773682,0.00005536621,0.00002785549],"domain_scores_gemma":[0.9979362,0.0009713996,0.0006364713,0.00007638915,0.000159047,0.0002204924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008134862,0.00001182568,0.9975222,0.000003478099,0.00001088565,0.00002707366,0.000008514225,0.0001349129,0.0002559313,0.000004487656,0.00001907748,0.001920269],"study_design_scores_gemma":[0.000008894872,0.0002873243,0.9970745,0.000003074068,0.00003075626,0.0003216772,0.00005827914,0.001720176,0.0003160773,0.00002186908,0.0001533932,0.000003968995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992998,0.0001706294,0.0002888353,0.00002231434,0.000002426389,0.000004048263,0.00005534405,0.000004593381,0.0001521612],"genre_scores_gemma":[0.9994282,0.00004473812,0.0003276664,0.000006229286,0.000006415323,0.000004912189,0.000124539,0.000001743239,0.00005537497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000760033,"threshold_uncertainty_score":0.002542496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238380719652239,"score_gpt":0.2939000761490786,"score_spread":0.2815162689525563,"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."}}