{"id":"W3204307261","doi":"10.1016/j.jmir.2021.08.013","title":"Dosimetry and outcomes in patients receiving radiotherapy for synchronous bilateral breast cancers","year":2021,"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":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Joey and Mary Furfari Cancer Research Fund; Ofelia Cancer Research Fund; Joseph and Silvana Melara Cancer Research Fund","keywords":"Medicine; Breast cancer; Radiation therapy; Cohort; Left breast; Mastectomy; Nuclear medicine; Lung; Urology; Internal medicine; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003511313,0.0001292328,0.0003307731,0.0004004206,0.000300719,0.0004439142,0.0002222832,0.0002834617,0.001673943],"category_scores_gemma":[0.002436622,0.0001245628,0.000450427,0.0006696497,0.000267569,0.0003080375,0.0004472178,0.0003904149,0.000190231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007024224,"about_ca_system_score_gemma":0.0004303507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497431,"about_ca_topic_score_gemma":0.003298728,"domain_scores_codex":[0.999781,0.000064204,0.00002052404,0.00003462245,0.00005050279,0.00004914605],"domain_scores_gemma":[0.9989763,0.0002585171,0.0004700574,0.00007024527,0.00008630523,0.0001384924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005886402,0.00006303011,0.9936953,0.00001338243,0.0000496565,0.0001054775,0.0001229955,0.000336982,0.0005992812,0.00003803322,0.00005306585,0.004334173],"study_design_scores_gemma":[0.00001082947,0.0003919993,0.9983532,0.000004136732,0.00005183212,0.0003675346,0.0001514462,0.0002009146,0.0002437904,0.00005959477,0.0001599753,0.000004691087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988261,0.0003014422,0.00006069305,0.00003958517,0.000003442111,0.00000253605,0.00009658654,0.00000264248,0.0006669606],"genre_scores_gemma":[0.9996582,0.00006421222,0.00001943673,0.00001234238,0.000003807757,0.000001732961,0.00008617764,0.000002279212,0.0001517673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003497431,"threshold_uncertainty_score":0.006954134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005859993537413661,"score_gpt":0.2972920950790716,"score_spread":0.2914321015416579,"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."}}