{"id":"W3031326524","doi":"10.3877/cma.j.issn.1674-0807.2018.05.004","title":"Efficacy comparison of breast conserving surgery versus radical mastectomy in triple negative breast cancer patients: a meta-analysis","year":2018,"lang":"en","type":"article","venue":"Chin J Breast Dis(Electronic Edition)","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Breast cancer; Triple-negative breast cancer; Hazard ratio; Mastectomy; Oncology; Internal medicine; Modified Radical Mastectomy; Radical mastectomy; Publication bias; MEDLINE; Gynecology; Cancer; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01624302,0.003194168,0.02024631,0.003560167,0.0006238849,0.003159633,0.001887169,0.002787201,0.003510135],"category_scores_gemma":[0.02254064,0.001295908,0.05286275,0.003025838,0.0007260566,0.001524328,0.001139118,0.002092271,0.0002605362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581485,"about_ca_system_score_gemma":0.001661566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154053,"about_ca_topic_score_gemma":0.004962435,"domain_scores_codex":[0.9908674,0.005173068,0.001787327,0.001151757,0.0007061851,0.0003142348],"domain_scores_gemma":[0.9850985,0.0110713,0.002213498,0.0005838586,0.0007497439,0.0002832443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01203152,0.00007009549,0.004626719,0.06539627,0.9121555,0.00008517545,0.00004126813,0.0005553102,0.0002627913,0.00007175215,0.000166823,0.004536785],"study_design_scores_gemma":[0.001556304,0.0005963428,0.002888745,0.002292961,0.991801,0.00004211436,0.00001861025,0.000218474,0.00007220653,0.0001086672,0.0003936058,0.00001098583],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03432968,0.9618682,0.001432894,0.0003755744,0.0005359205,0.0004497723,0.0005236695,0.00004814835,0.0004362215],"genre_scores_gemma":[0.724929,0.2655274,0.003581328,0.001537183,0.0009498217,0.001540888,0.001018915,0.00005844342,0.0008569953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02024631,"threshold_uncertainty_score":0.08590227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464693955464096,"score_gpt":0.3042743055728673,"score_spread":0.2796273660182264,"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."}}