{"id":"W3013629755","doi":"10.1016/j.clbc.2020.03.006","title":"Use of Adjuvant Breast Hypofractionation Radiation Treatment at a Cancer Center in Ontario From 2011 to 2018","year":2020,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre; University of Toronto; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"Michael and Karyn Goldstein Cancer Research Fund; Joseph and Silvana Melara Cancer Research Fund","keywords":"Medicine; Breast cancer; Adjuvant; Center (category theory); Adjuvant radiotherapy; Radiation therapy; Cancer; Oncology; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002630075,0.0001369069,0.0002295899,0.0007919691,0.001143369,0.0005055359,0.0006612741,0.0002993731,0.001433679],"category_scores_gemma":[0.001190287,0.0002141132,0.0002952649,0.001835983,0.0003455323,0.0003169599,0.0005352688,0.0004638759,0.0001421396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01969313,"about_ca_system_score_gemma":0.02347215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674768,"about_ca_topic_score_gemma":0.9900382,"domain_scores_codex":[0.9995517,0.00003438588,0.00003319011,0.00005340446,0.0001579323,0.0001693735],"domain_scores_gemma":[0.9987273,0.00007369652,0.0003756504,0.00002908117,0.0004961508,0.0002982328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002566789,0.00003872634,0.9836408,0.0001043718,0.00004035698,0.0001838685,0.001421771,0.0001305764,0.0005738658,0.0001316259,0.00281607,0.01066128],"study_design_scores_gemma":[0.000004565831,0.00002578833,0.9944966,0.00003245197,0.00001717486,0.00007683209,0.0008231836,0.00005709622,0.000118731,0.000009080082,0.004334166,0.000004251421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98496,0.001706614,0.00009857078,0.001020011,0.00002657798,0.00003357933,0.006050511,0.00001395342,0.006090163],"genre_scores_gemma":[0.990137,0.001221945,0.0001449109,0.0002245353,0.00001865098,0.00002480397,0.002450307,0.000006888522,0.005771001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252321,"threshold_uncertainty_score":0.1428844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07963249277138526,"score_gpt":0.3361842361129861,"score_spread":0.2565517433416008,"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."}}