{"id":"W2286117990","doi":"10.2196/resprot.5104","title":"A Web- and Mobile-Based Intervention for Women Treated for Breast Cancer to Manage Chronic Pain and Symptoms Related to Lymphedema: Randomized Clinical Trial Rationale and Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Medicine; Lymphedema; Physical therapy; Randomized controlled trial; Breast cancer; Intervention (counseling); Protocol (science); Clinical trial; Alternative medicine; Cancer; Surgery; Nursing; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009904264,0.000208243,0.0007756611,0.0002842327,0.0001637227,0.00011682,0.00009628529,0.0001566683,0.0001637498],"category_scores_gemma":[0.002322268,0.0001247406,0.0001669331,0.0002350705,0.000248292,0.0001177462,0.00008766824,0.00002761311,0.000005809204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004309476,"about_ca_system_score_gemma":0.0005640885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001737414,"about_ca_topic_score_gemma":0.00001494502,"domain_scores_codex":[0.995999,0.001563001,0.0008667297,0.000635656,0.0004148141,0.000520803],"domain_scores_gemma":[0.9950988,0.003366888,0.0001486968,0.0002868508,0.0004521993,0.0006465932],"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":[0.8320747,0.0008605619,0.003381997,0.004320008,0.0001690113,0.00000379001,0.0001672955,5.011585e-7,0.0009665295,0.0000902888,0.002043005,0.1559223],"study_design_scores_gemma":[0.9323329,0.01719292,0.002232266,0.007398585,0.00002839106,0.000007177763,0.00006995953,0.001302025,0.0001468083,0.0003447518,0.03875236,0.0001919006],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07609613,0.000009564154,0.0006930607,0.001455044,0.000008160401,0.9214708,0.0001830669,0.00005550401,0.00002867088],"genre_scores_gemma":[0.042748,7.041838e-7,0.0001333564,0.0001165039,0.000231854,0.9534231,0.00001182974,0.00003872804,0.003295935],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1557304,"threshold_uncertainty_score":0.5086776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105698145494513,"score_gpt":0.5433417248416087,"score_spread":0.4327719102921574,"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."}}