{"id":"W2758821551","doi":"10.1097/01.gox.0000526376.62217.93","title":"Abstract: Carpal Tunnel Syndrome Management in Breast Cancer Survivors at Risk for Lymphedema: A Markov Model","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lymphedema; Breast cancer; Carpal tunnel syndrome; Axillary Lymph Node Dissection; Cohort; Surgery; Physical therapy; Cancer; Internal medicine; Sentinel lymph node","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":[0.002410287,0.001195986,0.001776278,0.0009383378,0.0007848851,0.002080511,0.002143129,0.002329568,0.01476145],"category_scores_gemma":[0.005785058,0.0007775401,0.001730603,0.0008822364,0.001100309,0.001103045,0.00114393,0.002628897,0.0009143497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845124,"about_ca_system_score_gemma":0.003938689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05236882,"about_ca_topic_score_gemma":0.02649743,"domain_scores_codex":[0.9990833,0.0004151139,0.00002679948,0.0001815037,0.00007185838,0.0002215301],"domain_scores_gemma":[0.9952796,0.003689433,0.0003952242,0.00008078332,0.0003085045,0.0002465429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004852762,0.0001182909,0.006188442,0.00007162808,0.0001221057,0.0001917037,0.00007741047,0.9781236,0.0001842157,0.0104586,0.001589464,0.00238927],"study_design_scores_gemma":[0.0001368662,0.0001056403,0.0008720827,0.00003221715,0.00007986273,0.00003832459,0.00005013617,0.9937885,0.0000486762,0.004379256,0.000449287,0.00001910103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845216,0.001794813,0.2608601,0.009857442,0.0003405061,0.001120448,0.01299577,0.0004702819,0.02803901],"genre_scores_gemma":[0.9651318,0.0007448716,0.01387126,0.0004961143,0.00009458308,0.0008640455,0.002396663,0.00003283971,0.01636785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05236882,"threshold_uncertainty_score":0.104128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788404227470623,"score_gpt":0.2988958128064312,"score_spread":0.271011770531725,"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."}}