{"id":"W3013025151","doi":"10.1158/1538-7445.sabcs19-p2-12-15","title":"Abstract P2-12-15: Efficacy of Lymphdiaral™ in breast cancer patients with lymphedema","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; London Health Sciences Centre","funders":"","keywords":"Lymphedema; Medicine; Breast cancer; Randomized controlled trial; Quality of life (healthcare); Cancer; Psychosocial; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008887042,0.0003745268,0.001328459,0.0003770737,0.0002741704,0.0003783824,0.0003624987,0.0006607175,0.006397602],"category_scores_gemma":[0.001480419,0.0002086512,0.0007158673,0.0003641418,0.0003624757,0.0003500351,0.0002292873,0.001133654,0.0004590897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325568,"about_ca_system_score_gemma":0.0005764757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004649557,"about_ca_topic_score_gemma":0.0009357945,"domain_scores_codex":[0.9995958,0.000205888,0.00004507,0.00004420122,0.00007183562,0.00003721456],"domain_scores_gemma":[0.9991036,0.0003536037,0.0002349202,0.00003306384,0.00006081208,0.0002139483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7123371,0.03184748,0.01088864,0.002879959,0.001360644,0.0001363456,0.0001406893,0.0003410515,0.009483585,0.0000888112,0.002281345,0.2282144],"study_design_scores_gemma":[0.5031159,0.441731,0.04770352,0.000284725,0.001191498,0.0001820983,0.00008772562,0.0005246966,0.002768116,0.00008242427,0.002298831,0.00002944752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910483,0.00594147,0.0001028805,0.000348794,0.000146096,0.0008735594,0.0002594849,0.00002525174,0.001254222],"genre_scores_gemma":[0.9939445,0.002595392,0.0006677973,0.00033938,0.0002650503,0.0010555,0.000298516,0.000003610856,0.0008303527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006397602,"threshold_uncertainty_score":0.02140212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06198841094094878,"score_gpt":0.3780482001074602,"score_spread":0.3160597891665115,"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."}}