{"id":"W3168085238","doi":"10.1200/jco.2021.39.15_suppl.e18621","title":"Health-related quality of life in the treatment and survivorship phases of breast cancer.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Survivorship curve; Breast cancer; Quality of life (healthcare); Cancer; Cancer survivorship; Gerontology; Family medicine; Demography; Oncology; Internal medicine; Nursing","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":[0.003928559,0.0000753869,0.001764221,0.00005098614,0.00001496881,0.00000165277,0.00006994334,0.0001487753,0.0002770087],"category_scores_gemma":[0.001372691,0.00004346609,0.0002704311,0.0001365934,0.000205191,0.00003978362,0.00001166148,0.0003906165,2.192041e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407877,"about_ca_system_score_gemma":0.004997063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175115,"about_ca_topic_score_gemma":0.005315525,"domain_scores_codex":[0.9953303,0.001393128,0.002866628,0.0001062235,0.000184332,0.0001193529],"domain_scores_gemma":[0.9936706,0.003887224,0.001873549,0.0001393867,0.0002439629,0.0001852555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007089009,0.003270022,0.7703732,0.0001409844,0.0004528686,0.0001247167,0.001010537,0.00001503125,0.0002392498,0.00009374812,0.0007297665,0.2164609],"study_design_scores_gemma":[0.01193442,0.006487424,0.9757454,0.0001099419,0.000100413,0.0001975377,0.0007042441,0.00001520344,0.00005174243,0.0000864537,0.004531197,0.0000360545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558132,0.007225869,0.000003188451,0.03583924,0.0003622542,0.0001043478,0.00003077535,0.000001097489,0.0006200679],"genre_scores_gemma":[0.9842171,0.01205787,0.0001515143,0.003310894,0.0001931977,0.000001592038,0.000003283504,0.000004142789,0.00006040003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164249,"threshold_uncertainty_score":0.8864575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2919819686633031,"score_gpt":0.5311552330096143,"score_spread":0.2391732643463113,"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."}}