{"id":"W3095634877","doi":"10.1016/j.ygyno.2020.10.026","title":"Standardization of lower extremity quantitative lymphedema measurements and associated patient-reported outcomes in gynecologic cancers","year":2020,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Lymphedema; Medicine; Gynecologic cancer; Standardization; Clinical trial; Physical therapy; Clinical Practice; Gynecologic oncology; Intensive care medicine; Cancer; Oncology; Breast 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":[0.004431364,0.0006037088,0.002854028,0.001889428,0.0001687021,0.001424647,0.001301292,0.0007755443,0.001563568],"category_scores_gemma":[0.009424102,0.0002838208,0.002122888,0.002926301,0.0005271399,0.0009735726,0.0008272286,0.001038547,0.0002490914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006619665,"about_ca_system_score_gemma":0.002102725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002571043,"about_ca_topic_score_gemma":0.004849888,"domain_scores_codex":[0.9982054,0.0005110855,0.0004509055,0.0003542436,0.0004235053,0.00005481044],"domain_scores_gemma":[0.9947985,0.003697353,0.0007832893,0.0001064689,0.0005663133,0.00004809453],"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":[0.000302584,0.0000755997,0.009413229,0.07027611,0.002806801,0.00005393971,0.00008478158,0.0004346856,0.0002981868,0.001037352,0.004029754,0.9111869],"study_design_scores_gemma":[0.0006427281,0.001673644,0.2110711,0.2620137,0.03700447,0.003722277,0.001210901,0.001894802,0.00203967,0.00544628,0.4729109,0.0003696244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005363962,0.9990072,0.0001007705,0.00008889403,0.00005516693,0.000007855212,0.00006074153,0.000001988216,0.0001411172],"genre_scores_gemma":[0.008542817,0.9903938,0.0005039611,0.0002114188,0.00007928357,0.00002288599,0.0001727396,0.000001872495,0.00007107611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004431364,"threshold_uncertainty_score":0.02343559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199448062691524,"score_gpt":0.397423385613704,"score_spread":0.2774785793445516,"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."}}