{"id":"W2180201336","doi":"10.1007/s00520-015-3027-8","title":"Quality of life and symptom burden in patients with breast cancer treated with mastectomy and lumpectomy","year":2015,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Quality of life (healthcare); Mastectomy; Cancer; Pain medicine; Nursing research; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005528903,0.0002002859,0.0003248854,0.00005949796,0.00001806086,0.000007141729,0.0000517492,0.00007341661,0.00001417101],"category_scores_gemma":[0.00001588056,0.0001453036,0.00001638102,0.0001511546,0.0002035345,0.00001306941,0.00006657048,0.00006398991,1.433323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507186,"about_ca_system_score_gemma":0.0003092146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008949121,"about_ca_topic_score_gemma":0.01703981,"domain_scores_codex":[0.9989612,0.00005585744,0.0002134491,0.0003903428,0.0001653959,0.0002137922],"domain_scores_gemma":[0.9992089,0.000009896547,0.0001379914,0.0001502095,0.0003881378,0.0001048615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00248756,0.00005240301,0.9928953,0.00007419567,0.0001413631,0.000003181089,0.001537056,0.00003178921,0.000141287,0.000001823178,0.00004149822,0.002592515],"study_design_scores_gemma":[0.006993569,0.0003492633,0.9893206,0.0001172241,0.00002842046,0.000001514235,0.002161541,9.521544e-7,0.0007049877,0.000002095456,0.0001238281,0.000196033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995471,0.003258335,0.000001673826,0.0001746414,0.00002425401,0.0003218599,0.0005755721,0.000005357569,0.0001672872],"genre_scores_gemma":[0.9993373,0.0002189056,0.00003248688,0.00005711751,0.00004358726,0.0001925964,0.00007695788,0.0000210824,0.00001996146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008090683,"threshold_uncertainty_score":0.9976504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171198225997564,"score_gpt":0.2771211839716041,"score_spread":0.2654092017116284,"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."}}