{"id":"W2905197920","doi":"10.3747/co.25.4117","title":"Appropriate Treatment Receipt after Breast-Conserving Surgery","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University; London Health Sciences Centre; University of Toronto","funders":"Schulich School of Medicine and Dentistry; Cancer Care Ontario; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Mastectomy; Breast cancer; Cohort; Breast-conserving surgery; Retrospective cohort study; Comorbidity; Cohort study; Cancer; Tamoxifen; General surgery; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002036214,0.00008319109,0.0001595377,0.0003417718,0.0004599434,0.0002817763,0.0003218441,0.0001657493,0.002540589],"category_scores_gemma":[0.001647079,0.00008021549,0.0002515058,0.0006856328,0.000198984,0.0001517502,0.0002383716,0.0002545748,0.0001776726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862378,"about_ca_system_score_gemma":0.002548505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1679351,"about_ca_topic_score_gemma":0.2583085,"domain_scores_codex":[0.9994546,0.00004285771,0.00006067469,0.00007453199,0.0002055266,0.0001618894],"domain_scores_gemma":[0.9980229,0.0001231538,0.001402298,0.00005786941,0.0001834203,0.0002103367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003928265,0.00001257289,0.997851,0.00001558196,0.000009408722,0.000102757,0.00008110737,0.00003125575,0.0001680834,0.00001083584,0.0002509228,0.001427297],"study_design_scores_gemma":[0.000001844044,0.00002158767,0.9993489,0.000006288755,0.00000460423,0.0001611825,0.00006959301,0.00003009476,0.00005025175,0.00000543531,0.0002990341,0.000001157462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963586,0.0002370723,0.000058064,0.000165634,0.000007221431,0.00002379862,0.001637593,0.000005824727,0.001506242],"genre_scores_gemma":[0.9989171,0.0001056748,0.00004145629,0.0000346125,0.000005154904,0.000008697195,0.0006282037,0.000001495386,0.0002575532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679351,"threshold_uncertainty_score":0.3339152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05568490330172428,"score_gpt":0.3503333764682793,"score_spread":0.2946484731665551,"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."}}