{"id":"W4387610376","doi":"10.46747/cfp.6910691","title":"Cancer-related lymphedema","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Lymphedema; Lymphatic system; Medicine; Secondary lymphedema; Lymph; Lymphangiogenesis; Pathology; Cancer; Internal medicine; Breast cancer; Metastasis","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":[0.0002119664,0.0001883106,0.0003310923,0.0007703086,0.0009538193,0.0005519886,0.0002435392,0.0003714864,0.01480488],"category_scores_gemma":[0.0009339778,0.00005640448,0.0003042601,0.001500359,0.0003680498,0.0002098715,0.0004242061,0.0004454415,0.001733152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324803,"about_ca_system_score_gemma":0.001716009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03943574,"about_ca_topic_score_gemma":0.05978832,"domain_scores_codex":[0.9996659,0.00002953789,0.00001837025,0.00002600998,0.0001360449,0.0001242192],"domain_scores_gemma":[0.9997653,0.00003005586,0.00005218298,0.00001003063,0.00008596022,0.00005645313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004928459,0.000380559,0.1707403,0.003443027,0.00022525,0.0181835,0.0007223007,0.0005320774,0.005883828,0.01106858,0.2919519,0.4963759],"study_design_scores_gemma":[0.00009038569,0.0002925409,0.2915153,0.001238188,0.0001477024,0.03847785,0.0003840802,0.0003344129,0.001275372,0.001642566,0.6645584,0.00004322911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1756781,0.2408672,0.002149821,0.01162128,0.001966942,0.001376037,0.01116521,0.000744401,0.554431],"genre_scores_gemma":[0.792491,0.09351035,0.001678219,0.007675882,0.0008481684,0.0002722898,0.00550564,0.00005318563,0.09796533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03943574,"threshold_uncertainty_score":0.07841241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355959463886949,"score_gpt":0.2664798362585499,"score_spread":0.2429202416196805,"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."}}