{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002827193,0.000221591,0.0003790603,0.0005109817,0.0001884173,0.0005796938,0.0003144419,0.000380395,0.001148924],"category_scores_gemma":[0.01057672,0.000106921,0.0008363935,0.0005358477,0.0001605565,0.0003120182,0.000296613,0.0007975837,0.0001387615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868498,"about_ca_system_score_gemma":0.0004524286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783264,"about_ca_topic_score_gemma":0.002863442,"domain_scores_codex":[0.9992005,0.0003596828,0.0001178525,0.000105956,0.0001484328,0.00006761585],"domain_scores_gemma":[0.9906385,0.004661485,0.003405337,0.0003470839,0.0005091509,0.0004385414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659675,0.00009290975,0.9909142,0.00001993756,0.00007912953,0.00001949144,0.00002681311,0.001316833,0.00007635853,0.00001222959,0.0001274837,0.007048623],"study_design_scores_gemma":[0.00003477826,0.0004842523,0.9871575,0.00002940149,0.00008677595,0.0001629646,0.00004997467,0.01126071,0.0001781925,0.000115591,0.000433235,0.000006516872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974631,0.0006955147,0.0005045478,0.0002153694,0.000007612757,0.00002343323,0.0005693889,0.000009585058,0.0005114411],"genre_scores_gemma":[0.9989813,0.0001248955,0.0002460989,0.00003526628,0.000009144058,0.00001607339,0.0004885279,0.000001364043,0.00009727624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002827193,"threshold_uncertainty_score":0.01495183,"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."}}