{"id":"W3163861070","doi":"10.3389/fsurg.2021.751906","title":"Survival Benefit of Surgical Treatment Added Into Systemic Treatment for Isolated Breast Cancer Liver Metastases: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University; Peking University First Hospital","keywords":"Medicine; Meta-analysis; Systemic therapy; Cochrane Library; Publication bias; Breast cancer; Internal medicine; Funnel plot; Subgroup analysis; Oncology; MEDLINE; Surgery; Cancer","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":[0.007628664,0.002027679,0.01475889,0.004382008,0.0005121187,0.00252032,0.001509155,0.001847291,0.003268436],"category_scores_gemma":[0.01955882,0.001015901,0.02878946,0.004937058,0.0005850744,0.001312978,0.001090497,0.001587479,0.0002115253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217621,"about_ca_system_score_gemma":0.002801333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005168332,"about_ca_topic_score_gemma":0.01173577,"domain_scores_codex":[0.9953352,0.002342129,0.001183366,0.0004666672,0.0004872572,0.0001854151],"domain_scores_gemma":[0.9887306,0.008687019,0.001502831,0.0002315709,0.0006801134,0.0001679502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003138163,0.00003667224,0.003226745,0.4959796,0.4753928,0.0001243381,0.00007492046,0.0005617266,0.0002538736,0.0001471177,0.0007333938,0.02033061],"study_design_scores_gemma":[0.0005983104,0.000250763,0.003186657,0.0288423,0.964862,0.00008236663,0.00003525165,0.0001784225,0.0001179076,0.0001590194,0.001668119,0.00001884845],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003482577,0.9955242,0.0002270449,0.0001307433,0.00009381176,0.0001172918,0.0002275279,0.00001116028,0.0001857531],"genre_scores_gemma":[0.1199278,0.8767211,0.001224385,0.0005908903,0.0002347668,0.0005625301,0.000492398,0.00001694865,0.0002291168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01475889,"threshold_uncertainty_score":0.04034472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823948682288438,"score_gpt":0.3366185492873203,"score_spread":0.1542236810584765,"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."}}