{"id":"W3029374538","doi":"10.3760/cma.j.issn.1004-4221.2014.02.003","title":"Risk factors for breast cancer-related upper extremity lymphedema:a meta-analysis","year":2014,"lang":"en","type":"article","venue":"Zhonghua fangshe zhongliuxue zazhi","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphedema; Breast cancer; Odds ratio; Meta-analysis; Body mass index; Radiation therapy; Cochrane Library; Axillary Lymph Node Dissection; Confidence interval; Internal medicine; Risk factor; Lymph node; Relative risk; Oncology; Cancer; Surgery; Sentinel lymph node","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":[0.01146249,0.00364529,0.01685017,0.005223328,0.0005437137,0.002900906,0.001628898,0.002205424,0.003692723],"category_scores_gemma":[0.02252903,0.001400702,0.04569124,0.004719876,0.0005785145,0.001285778,0.001224432,0.001678671,0.000270089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276616,"about_ca_system_score_gemma":0.001498868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715635,"about_ca_topic_score_gemma":0.005693252,"domain_scores_codex":[0.9933049,0.003631101,0.001404067,0.000832841,0.0005705709,0.0002564576],"domain_scores_gemma":[0.9867436,0.00970306,0.002191538,0.0005005584,0.0006608483,0.0002004252],"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":[0.002795162,0.00003685573,0.006476826,0.08456501,0.8992648,0.0001237984,0.00002964091,0.0005570948,0.0002110578,0.00006164797,0.0002453786,0.005632759],"study_design_scores_gemma":[0.0005361796,0.0002444277,0.004173076,0.004857592,0.9891092,0.0001098611,0.00001751478,0.0002031059,0.00007916518,0.0001116854,0.0005452225,0.00001298972],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01070247,0.9874699,0.0007391572,0.0001675434,0.0001660447,0.0001717017,0.0003370609,0.00002977185,0.0002162954],"genre_scores_gemma":[0.4171492,0.5755056,0.0033699,0.001046179,0.0005170224,0.0009651677,0.0008551548,0.00004521823,0.0005466746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01685017,"threshold_uncertainty_score":0.06062019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242869443846621,"score_gpt":0.2908856303343752,"score_spread":0.258456935895909,"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."}}