{"id":"W2988140673","doi":"10.1097/prs.0000000000006118","title":"Economics of Lymphovenous Bypass","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Lymphedema; Breast cancer; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001249953,0.000610227,0.0003775465,0.0006707921,0.0003428838,0.001596029,0.0007727697,0.000759198,0.008977836],"category_scores_gemma":[0.005311308,0.0003130107,0.0009020864,0.0007003299,0.0007400097,0.001584844,0.0007179402,0.0008894773,0.0003566106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005918303,"about_ca_system_score_gemma":0.002960296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006336942,"about_ca_topic_score_gemma":0.003189724,"domain_scores_codex":[0.9988077,0.000674425,0.00003166785,0.00007477569,0.0002215974,0.0001898665],"domain_scores_gemma":[0.9979709,0.00128072,0.0002986773,0.00004589315,0.0002146535,0.0001891924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001320119,0.000446816,0.03129199,0.0005313399,0.0004945933,0.001005501,0.0001109521,0.8217936,0.001574026,0.08773676,0.003805276,0.04988899],"study_design_scores_gemma":[0.0009043813,0.003089769,0.08577146,0.001240992,0.0009098577,0.004722254,0.001491119,0.7362596,0.003019338,0.1132485,0.04915625,0.0001864909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523605,0.0136297,0.03848307,0.006271033,0.0002561233,0.0006835146,0.002018645,0.0000654172,0.08623202],"genre_scores_gemma":[0.9928988,0.002206807,0.001679704,0.0001540033,0.00002675421,0.0001085179,0.0002401618,0.000009400158,0.002675835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008977836,"threshold_uncertainty_score":0.04294056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300660503111118,"score_gpt":0.2152865783686855,"score_spread":0.2022799733375743,"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."}}