{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008475973,0.0007480763,0.002645622,0.0005273717,0.0004036955,0.0001234873,0.0004006092,0.0003662026,0.003921519],"category_scores_gemma":[0.0007293245,0.0005245805,0.004344278,0.001328152,0.0001450889,0.0002867212,0.00009892888,0.00006205945,0.000169763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711196,"about_ca_system_score_gemma":0.0002611039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448044,"about_ca_topic_score_gemma":0.000119615,"domain_scores_codex":[0.9956975,0.0003545326,0.001089699,0.00113261,0.0008378516,0.00088779],"domain_scores_gemma":[0.9956884,0.0009755106,0.0006403564,0.001378848,0.0005034487,0.0008134485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003867766,0.001267926,0.739999,0.0005451214,0.240902,0.00002653672,0.001470681,0.0005710347,0.0003605016,0.0007366421,0.009609646,0.004124146],"study_design_scores_gemma":[0.004656468,0.0001544177,0.4355269,0.00004590474,0.5443189,0.00006612411,0.0006405034,0.00717695,0.0006842863,0.0003727974,0.005370109,0.000986646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701417,0.0048207,0.005335671,0.001950226,0.001169749,0.002810876,0.004332779,0.001204135,0.008234143],"genre_scores_gemma":[0.9914797,0.00006135229,0.0007864735,0.0005034056,0.0004539251,0.0003996241,0.0003214318,0.0001192285,0.005874851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044721,"threshold_uncertainty_score":0.9997206,"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."}}