{"id":"W2969467201","doi":"10.1097/coc.0000000000000584","title":"The Role of Partial Breast Radiation in the Previously Radiated Breast","year":2019,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Radiation therapy; Mastectomy; Radiology; Cancer; Nuclear medicine; 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":[0.0004427835,0.0001725905,0.0002212263,0.0004273934,0.0001895039,0.0005077529,0.0002780901,0.000205171,0.002383338],"category_scores_gemma":[0.001607814,0.00009278088,0.0003232099,0.0003712511,0.0003778613,0.000323699,0.0002442083,0.0001904567,0.0002714228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087855,"about_ca_system_score_gemma":0.000337089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005993599,"about_ca_topic_score_gemma":0.001411319,"domain_scores_codex":[0.9997943,0.00006107867,0.00001699711,0.00003802952,0.00004473898,0.00004485809],"domain_scores_gemma":[0.9993049,0.0002303662,0.0002787431,0.00005961603,0.00004988437,0.00007643353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004505685,0.00003575079,0.9541768,0.00009168249,0.0001174849,0.001495989,0.0001014455,0.0003333375,0.002852331,0.000073632,0.0001359033,0.04013504],"study_design_scores_gemma":[0.00001520763,0.0005155741,0.9754633,0.00004664184,0.000115976,0.02003092,0.0001579568,0.0003034477,0.001391045,0.00006330961,0.00189133,0.000005257982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959863,0.00285981,0.0001697866,0.00004316889,0.000006823208,0.000005588161,0.00004751445,0.000006422923,0.0008746946],"genre_scores_gemma":[0.9989526,0.0005483074,0.0001105478,0.00002745063,0.00002077631,0.000003370111,0.00009800421,0.00000391005,0.0002350645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383338,"threshold_uncertainty_score":0.007973075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145468675319999,"score_gpt":0.351999947527067,"score_spread":0.340545260773867,"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."}}