{"id":"W4224316870","doi":"10.1136/bmjopen-2021-053165","title":"Decongestive progressive resistance exercise with an adjustable compression wrap for breast cancer-related lymphoedema (DREAM): protocol for a randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Alberta Cancer Foundation","keywords":"Medicine; Physical therapy; Breast cancer; Quality of life (healthcare); Randomized controlled trial; Lymphedema; Physical medicine and rehabilitation; Cancer; Surgery; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115893,0.0003146952,0.001435448,0.00009046227,0.0005953226,0.0001299894,0.0004098261,0.00007972213,0.0007218723],"category_scores_gemma":[0.0002338802,0.0002085456,0.0002322229,0.0002175961,0.00006457962,0.0002899891,0.0001480425,0.00003048495,0.000001653554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487931,"about_ca_system_score_gemma":0.002972545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164793,"about_ca_topic_score_gemma":0.00003912945,"domain_scores_codex":[0.9972909,0.000342117,0.0007962485,0.0006185967,0.0005222427,0.0004298649],"domain_scores_gemma":[0.9971902,0.0005433355,0.0008653992,0.000546947,0.0005229798,0.0003310781],"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":[0.984484,0.001841869,0.0003377619,0.0010409,0.0004103374,0.00004899746,0.0005877914,0.00005499359,0.00004429281,0.00005840757,0.009370313,0.00172034],"study_design_scores_gemma":[0.9870363,0.003261557,0.0004740284,0.002467975,0.001006756,0.00007885814,0.001322217,0.002279758,0.0001956835,0.0001510732,0.001375505,0.0003502292],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007451208,0.0001147279,0.00008403328,0.0005129221,0.0001620267,0.9890329,0.0005855745,0.0001090776,0.001947561],"genre_scores_gemma":[0.03920741,5.937699e-7,0.001401913,0.0001814448,0.0001963671,0.9536359,0.0001297461,0.00006827174,0.005178317],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03539693,"threshold_uncertainty_score":0.8504242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001990577756676,"score_gpt":0.4254799765966628,"score_spread":0.365460070819096,"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."}}