{"id":"W3023232170","doi":"10.1016/j.jmir.2020.03.003","title":"Factors Affecting Mean Heart Dose in Patients Receiving Breast Radiotherapy from 2011 to 2018 in a Single Institution","year":2020,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Left breast; Radiation therapy; Nuclear medicine; Bolus (digestion); Retrospective cohort study; Radiology; 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":[0.0004061077,0.0001320417,0.0002614402,0.000803177,0.0004856611,0.0007387956,0.0004669943,0.0005026833,0.001412692],"category_scores_gemma":[0.002964269,0.0002673176,0.0003962389,0.001435594,0.0002875869,0.0005011442,0.0006101609,0.0008449567,0.0001974467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119703,"about_ca_system_score_gemma":0.001116053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812226,"about_ca_topic_score_gemma":0.03541141,"domain_scores_codex":[0.9994824,0.00008171239,0.00008362662,0.00009602489,0.00008363611,0.0001725762],"domain_scores_gemma":[0.9977837,0.0004338129,0.001081309,0.00008532558,0.0002000211,0.0004157877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005953177,0.00001562391,0.9990313,0.000003163396,0.00001286971,0.00004791054,0.00005854932,0.00002913652,0.00008349646,0.000007510167,0.00007765985,0.0005732028],"study_design_scores_gemma":[0.000001408755,0.00004086571,0.9990438,0.000003767055,0.00001191824,0.0002215074,0.0003773635,0.00005845013,0.00006045041,0.000006353975,0.0001711407,0.000003015162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990777,0.0001620131,0.00002870198,0.0001070046,0.000005694637,0.000002301445,0.0002363521,0.000002849417,0.0003774115],"genre_scores_gemma":[0.9994661,0.00006866203,0.00003699305,0.00004515703,0.000007695801,0.000003200893,0.0002236675,0.000003294351,0.000145159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812226,"threshold_uncertainty_score":0.03603357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964895477416661,"score_gpt":0.294870890665906,"score_spread":0.2752219358917394,"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."}}