{"id":"W2916012019","doi":"10.1111/tbj.13208","title":"Post-mastectomy radiation in node-positive breast cancer in Ontario","year":2019,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"Institut canadien d'information sur la santé; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Mastectomy; Breast cancer; Receipt; Radiation therapy; Comorbidity; Cancer; Oncology; 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":[0.0006346375,0.0001201706,0.0002018348,0.0005973698,0.001086403,0.0005657616,0.0005889036,0.0002521377,0.001922653],"category_scores_gemma":[0.002806985,0.0002649313,0.0003008997,0.002293094,0.0004099094,0.0002578392,0.0005131806,0.0004234443,0.0001269108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01763275,"about_ca_system_score_gemma":0.0202385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981903,"about_ca_topic_score_gemma":0.9923065,"domain_scores_codex":[0.9993635,0.00006180094,0.00005880379,0.0000832736,0.0002538221,0.0001786843],"domain_scores_gemma":[0.997494,0.0002177879,0.001133721,0.000084548,0.0006488499,0.0004210939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007432686,0.00001462034,0.9929317,0.00006495511,0.00002586398,0.00007709902,0.0007430805,0.00005611053,0.0001703894,0.00006465049,0.001058658,0.004718447],"study_design_scores_gemma":[0.000004527149,0.00001286574,0.9985324,0.00003218293,0.00001110908,0.00004083888,0.0004018666,0.00003939346,0.00003394252,0.000009281173,0.0008790499,0.000002391731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896751,0.003104703,0.00007923253,0.001198481,0.00001757561,0.00003933203,0.002755973,0.000005256351,0.003124315],"genre_scores_gemma":[0.996606,0.001509693,0.00007831749,0.000144795,0.00001027439,0.00001231244,0.0005974806,0.000003600025,0.001037595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01809704,"threshold_uncertainty_score":0.1279351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003912249199366082,"score_gpt":0.221228474650001,"score_spread":0.2173162254506349,"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."}}