{"id":"W2032429073","doi":"10.1016/j.canep.2011.04.005","title":"Breast-conserving therapy versus modified radical mastectomy: Socioeconomic status determines who receives what—Results from case–control study in Tianjin, China","year":2011,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Socioeconomic status; Breast cancer; Modified Radical Mastectomy; Mastectomy; Cancer; Family medicine; Internal medicine; Oncology; Gynecology; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001578952,0.0005294512,0.0008407824,0.0008982607,0.001099625,0.0009384642,0.001111081,0.000877592,0.001008474],"category_scores_gemma":[0.002486954,0.0009193561,0.001376038,0.002014219,0.001234848,0.0005688995,0.0004932215,0.0008807581,0.0001147675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682796,"about_ca_system_score_gemma":0.001527482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08848252,"about_ca_topic_score_gemma":0.101419,"domain_scores_codex":[0.9985507,0.0004806853,0.0001818941,0.0003630135,0.0001480007,0.0002757717],"domain_scores_gemma":[0.99844,0.0003507936,0.0005584134,0.0001659221,0.0001401985,0.0003446144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185733,0.0002102616,0.9964446,0.00002550188,0.0005467018,0.0001107071,0.0003304448,0.00003769754,0.0002520582,0.00003159082,0.00008428139,0.0007402666],"study_design_scores_gemma":[0.0001072753,0.0001815149,0.9987068,0.000005055803,0.0003416717,0.00004436068,0.000288386,0.0001721235,0.00005424868,0.00001929802,0.00007333571,0.000005944683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994128,0.0002741995,0.0000478642,0.00003650301,0.000008570996,0.00001364454,0.00008218153,0.000001199631,0.0001230124],"genre_scores_gemma":[0.9995434,0.0001024644,0.00003432039,0.00003693946,0.00001012858,0.00001215943,0.0001124149,0.000001475529,0.0001468095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08848252,"threshold_uncertainty_score":0.175935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06155092170784626,"score_gpt":0.3245833470630674,"score_spread":0.2630324253552211,"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."}}