{"id":"W3202101007","doi":"10.1002/cncr.33943","title":"Nighttime compression supports improved self‐management of breast cancer–related lymphedema: A multicenter randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lymphedema; Randomized controlled trial; Breast cancer; Cancer; Surgery; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002955925,0.001048582,0.002551693,0.0005269414,0.0006482995,0.0009932843,0.001135103,0.00198561,0.005455995],"category_scores_gemma":[0.00433817,0.0005545816,0.002800151,0.0005838717,0.0008304382,0.0006867691,0.0004683546,0.001790091,0.0003429472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204358,"about_ca_system_score_gemma":0.001946336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291235,"about_ca_topic_score_gemma":0.00399545,"domain_scores_codex":[0.9979507,0.001334815,0.0001663425,0.0002194433,0.0001573557,0.0001712865],"domain_scores_gemma":[0.9975441,0.0009267987,0.0006858442,0.0001838772,0.0002037401,0.0004557388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9724485,0.008673523,0.0008453601,0.001692957,0.002097503,0.00002964895,0.00005711922,0.000123936,0.000734483,0.00005156523,0.0004687438,0.01277663],"study_design_scores_gemma":[0.963861,0.0330351,0.001632693,0.00008508379,0.0008686222,0.00001058212,0.00001682234,0.0001451115,0.0001116577,0.00003118211,0.000194533,0.000007543906],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796509,0.009430046,0.000485167,0.0008001886,0.0006838004,0.006929785,0.0007878358,0.00009401033,0.001138208],"genre_scores_gemma":[0.9795197,0.004653457,0.002304694,0.0009044197,0.0007397127,0.009948351,0.0005955052,0.00001421432,0.001319908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005455995,"threshold_uncertainty_score":0.01825213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006484559476503614,"score_gpt":0.2809337556165772,"score_spread":0.2744491961400736,"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."}}