{"id":"W1487504129","doi":"10.1002/cncr.27476","title":"A prospective surveillance model for rehabilitation for women with breast cancer","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"American Cancer Society","keywords":"Breast cancer; Medicine; Survivorship curve; Physical therapy; Rehabilitation; Disease; Lymphedema; Physical medicine and rehabilitation; Intervention (counseling); Cancer; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001916254,0.0001368749,0.0002544904,0.00003790115,0.00006556077,0.000009576186,0.00004275594,0.00005909116,0.00008649629],"category_scores_gemma":[0.00002902013,0.0001050309,0.00006012188,0.0001381757,0.0000583402,0.0001398931,0.00000811949,0.00006392956,0.000001123275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498635,"about_ca_system_score_gemma":0.0003061945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003111459,"about_ca_topic_score_gemma":0.003330665,"domain_scores_codex":[0.999062,0.000009628759,0.0001246244,0.0002409708,0.0001428424,0.0004199063],"domain_scores_gemma":[0.9990627,0.00008966632,0.0000651048,0.0001816937,0.0004418962,0.0001590083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01117672,0.0001901647,0.9198537,0.001379303,0.0002549965,2.254204e-7,0.02487208,0.0007880953,0.0008629751,0.001032776,0.007369945,0.032219],"study_design_scores_gemma":[0.008466737,0.001093474,0.9275852,0.0003903269,0.0001688849,0.0000144876,0.003578583,0.01380158,0.0005425891,0.001156275,0.04254273,0.0006590574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719585,0.002531702,0.01421348,0.004545528,0.0007737206,0.003348467,0.001777327,0.0001095391,0.0007418024],"genre_scores_gemma":[0.9822622,0.00004883057,0.0007225774,0.0005168371,0.0007691843,0.01244623,0.00001572535,0.00004522639,0.003173184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03517279,"threshold_uncertainty_score":0.4283036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422734115151868,"score_gpt":0.2991540623917057,"score_spread":0.284926721240187,"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."}}