{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009269721,0.00008021784,0.0001246111,0.00006964733,0.0000199581,0.000005149456,0.00002585186,0.00004105383,0.0006671146],"category_scores_gemma":[0.000002988332,0.00007054514,0.00002504187,0.0001594796,0.00001922008,0.0001130166,0.00002273088,0.00007543277,0.00001188892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293788,"about_ca_system_score_gemma":0.00002644193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000906541,"about_ca_topic_score_gemma":0.001363192,"domain_scores_codex":[0.9994082,0.00001686618,0.0001031999,0.0001427963,0.0001242695,0.0002046255],"domain_scores_gemma":[0.9997159,0.00001540356,0.00002311372,0.0001038146,0.00003848283,0.0001032709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001630415,0.00006366232,0.9187348,0.0003522003,0.00003713572,0.000003713127,0.003318021,0.000004234804,0.0004407379,0.001141249,0.002480589,0.07326055],"study_design_scores_gemma":[0.0007368009,0.00001784163,0.9133735,0.0002326686,0.00005268421,0.000006621522,0.0008158103,0.00004492816,0.0002555739,0.00005273505,0.08431314,0.00009765575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576578,0.03117053,0.000003432194,0.004257174,0.0006444458,0.0002943731,0.00003045758,0.00002440706,0.00591742],"genre_scores_gemma":[0.9948769,0.002005998,0.00002642588,0.0006819773,0.0003777527,0.0002985302,0.000004052606,0.00001359135,0.001714802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08183255,"threshold_uncertainty_score":0.7304437,"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."}}