{"id":"W4383979676","doi":"10.1093/jnci/djad109","title":"Adjuvant endocrine therapy uptake, toxicity, quality of life, and prediction of early discontinuation","year":2023,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Institut Gustave-Roussy; Institut Claudius Regaud; Agence Nationale de la Recherche; Ligue Contre le Cancer; Sanofi","keywords":"Discontinuation; Medicine; Tolerability; Breast cancer; Internal medicine; Adjuvant; Quality of life (healthcare); Oncology; Adjuvant therapy; Cancer; Adverse effect","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002765079,0.00007177412,0.00016192,0.00005480091,0.00005067005,0.000005023253,0.0001094758,0.00003203367,0.000004137488],"category_scores_gemma":[0.0001562901,0.00004798484,0.0000927018,0.0001416411,0.0001163322,0.00001956274,0.00005612272,0.00005445752,1.661389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759181,"about_ca_system_score_gemma":0.000230562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123283,"about_ca_topic_score_gemma":0.0001352691,"domain_scores_codex":[0.9990617,0.00004073567,0.0003725636,0.00008346902,0.0003744408,0.00006711464],"domain_scores_gemma":[0.9989409,0.00001958268,0.000469174,0.00006568187,0.0004789621,0.00002568228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001752979,0.0002556574,0.47373,0.00006380527,0.001142811,8.043714e-7,0.0004583548,0.002829514,0.4975432,0.001194135,0.00484758,0.01618112],"study_design_scores_gemma":[0.001323292,0.0001365557,0.9449383,0.00003739182,0.00002017202,0.000005367292,0.00002231275,0.00001011181,0.04971961,0.0002987156,0.00344833,0.00003981592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966178,0.001343632,0.000067827,0.0009384165,0.0005646722,0.00008717072,0.0002543279,0.000002284484,0.0001238556],"genre_scores_gemma":[0.997436,0.00187105,0.00007806579,0.00008577727,0.0004313138,0.000008322339,0.00001238238,0.000004886732,0.00007212812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4712083,"threshold_uncertainty_score":0.1956765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08120022913926456,"score_gpt":0.352015318873846,"score_spread":0.2708150897345815,"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."}}