{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01378198,0.004365032,0.007821967,0.002238517,0.002268258,0.002760656,0.002794084,0.006226403,0.03537052],"category_scores_gemma":[0.0125069,0.001966891,0.003943775,0.002033702,0.002866688,0.002559456,0.001626594,0.004220483,0.005242215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430253,"about_ca_system_score_gemma":0.008546262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955112,"about_ca_topic_score_gemma":0.003271788,"domain_scores_codex":[0.9913822,0.004943251,0.0009762648,0.000787503,0.0008830295,0.001027662],"domain_scores_gemma":[0.9950176,0.001670715,0.0010671,0.0004422711,0.0009152593,0.0008871428],"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":[0.940648,0.03066344,0.0007355402,0.007199684,0.001639581,0.0001296692,0.0002081129,0.0005906828,0.001310234,0.0007648117,0.002408905,0.01370114],"study_design_scores_gemma":[0.9634924,0.03144737,0.0006217295,0.0003525634,0.0006165874,0.00001893256,0.00005524118,0.0003879379,0.0002405811,0.0004126791,0.002332567,0.00002140141],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02071837,0.0006607956,0.001189636,0.0003925167,0.0005082383,0.9741134,0.001102943,0.0001215921,0.00119259],"genre_scores_gemma":[0.01679089,0.0003998563,0.002637528,0.0004310221,0.0001408382,0.9784493,0.0001812112,0.000006404778,0.0009630165],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03537052,"threshold_uncertainty_score":0.1183262,"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."}}