{"id":"W2172747780","doi":"10.1177/229255031101900309","title":"Massive Localized Lymphedema: A Case Series and Literature Review","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Lymphedema; Series (stratigraphy); Dermatology; General surgery; Surgery; Radiology; Internal medicine; Cancer; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003821647,0.001726861,0.001358514,0.006105118,0.001484172,0.00172261,0.001701387,0.002511936,0.005428827],"category_scores_gemma":[0.001740669,0.0005904945,0.0007610687,0.004701187,0.00115622,0.002535376,0.001229572,0.0009766443,0.0028275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006958313,"about_ca_system_score_gemma":0.001037555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008201161,"about_ca_topic_score_gemma":0.001304507,"domain_scores_codex":[0.9993148,0.00008231073,0.0002303136,0.0001375942,0.0001161292,0.0001189346],"domain_scores_gemma":[0.9987133,0.0003395516,0.0005145194,0.00009296342,0.0001309167,0.0002087381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004008666,0.0001648024,0.0120414,0.00100273,0.00005692118,0.9593335,0.0003914145,0.0001553636,0.00126357,0.0002311882,0.003444599,0.02187444],"study_design_scores_gemma":[0.00000895277,0.00003272053,0.004580684,0.0002010513,0.00005207476,0.9891787,0.0002811695,0.00009618932,0.0002616899,0.0001493904,0.005138324,0.00001916557],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4880509,0.4591421,0.009356641,0.004583063,0.003286213,0.0009457044,0.001246755,0.0007954024,0.03259312],"genre_scores_gemma":[0.8318829,0.1501835,0.004208697,0.002451655,0.004920589,0.0002551674,0.0008507149,0.00007981247,0.005166938],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006105118,"threshold_uncertainty_score":0.01816124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742950729744444,"score_gpt":0.2302087960985787,"score_spread":0.2027792888011343,"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."}}