{"id":"W3215216707","doi":"10.2196/29485","title":"A Web- and Mobile-Based Intervention for Women Treated for Breast Cancer to Manage Chronic Pain and Symptoms Related to Lymphedema: Results of a Randomized Clinical Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Randomized controlled trial; Lymphedema; Physical therapy; Breast cancer; Quality of life (healthcare); Clinical trial; Clinical endpoint; Repeated measures design; Surgery; Cancer; Internal medicine; Nursing","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":[0.001963384,0.0001745713,0.001087275,0.0001107081,0.00004068115,0.00002352072,0.00004441477,0.0001232339,0.0001027789],"category_scores_gemma":[0.0008862193,0.000133983,0.0003339414,0.00022771,0.00006880297,0.0000368225,0.000029398,0.00001228736,8.503248e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963446,"about_ca_system_score_gemma":0.0004999303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001957773,"about_ca_topic_score_gemma":0.0001705488,"domain_scores_codex":[0.9977527,0.0003844854,0.0009834222,0.0004611239,0.0001592274,0.0002591013],"domain_scores_gemma":[0.9978114,0.001146642,0.0002466082,0.0002295768,0.0002606293,0.0003051896],"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":[0.8854221,0.0004970123,0.002302821,0.001973365,0.000746386,0.000007039123,0.0006256148,0.00002868275,0.0005021889,0.00001416456,0.001809014,0.1060716],"study_design_scores_gemma":[0.9799492,0.003091287,0.004934957,0.002389025,0.0006379783,0.000005790513,0.0002560956,0.004623883,0.0002121935,0.00003440243,0.003680669,0.0001845351],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849735,0.002466386,0.0003407238,0.001181636,0.000280339,0.009747705,0.0009219072,0.00004033196,0.00004750688],"genre_scores_gemma":[0.9727449,0.00008655339,0.00008739897,0.0004793245,0.0002801906,0.02364444,0.00006535749,0.00002981913,0.002581951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1058871,"threshold_uncertainty_score":0.5463668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835167150653395,"score_gpt":0.373840778176216,"score_spread":0.3554891066696821,"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."}}