{"id":"W1549646880","doi":"10.1002/cncr.27466","title":"Weight management and its role in breast cancer rehabilitation","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Overweight; Lymphedema; Weight management; Weight loss; Quality of life (healthcare); Weight gain; Cancer; Obesity; Disease; Rehabilitation; Physical therapy; Population; Adverse effect; Diabetes mellitus; Intensive care medicine; Internal medicine; Body weight; Nursing; Environmental health; Endocrinology","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":[0.001275605,0.0002572881,0.0003533882,0.00054131,0.0004597591,0.0009449395,0.0003185603,0.0006962741,0.002711249],"category_scores_gemma":[0.003231843,0.0000813125,0.000281492,0.0004380299,0.0003940837,0.0004981782,0.0005551316,0.001088992,0.0004119504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621411,"about_ca_system_score_gemma":0.001536091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042266,"about_ca_topic_score_gemma":0.004689671,"domain_scores_codex":[0.9994937,0.0002990278,0.000032418,0.00002502189,0.0001067533,0.0000430711],"domain_scores_gemma":[0.9993671,0.0002509611,0.0001075106,0.00002374277,0.00009554049,0.0001552825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000349793,0.001596537,0.007790235,0.0005705631,0.00008377697,0.0001682226,0.000242066,0.0003339115,0.0007326056,0.00252419,0.007123182,0.9784849],"study_design_scores_gemma":[0.001507311,0.01048791,0.4468751,0.01003783,0.0008311098,0.003714829,0.0025577,0.005610395,0.002959993,0.03624422,0.4789929,0.000180724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2101712,0.5069879,0.006981109,0.112349,0.004082274,0.000447113,0.0001730396,0.0002950785,0.1585133],"genre_scores_gemma":[0.7273616,0.2293494,0.0167217,0.01052194,0.004323969,0.0003577454,0.0001335407,0.00004636624,0.01118381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002711249,"threshold_uncertainty_score":0.009069979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008539625584227445,"score_gpt":0.2731144641367305,"score_spread":0.2645748385525031,"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."}}