{"id":"W4392901114","doi":"10.1007/s00520-024-08418-1","title":"Early change in fatigue, insomnia, and cognitive impairment and symptom severity 3 years post-treatment in breast cancer survivors","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. John’s Health Sciences Centre; Beatrice Hunter Cancer Research Institute; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Breast cancer; Sleep disorder; Insomnia; Quality of life (healthcare); Repeated measures design; Survivorship curve; Cognition; Physical therapy; Cohort study; Prospective cohort study; Pediatrics; Cancer; Psychiatry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001443669,0.0003699986,0.000581982,0.0005618722,0.00003609197,0.00003675449,0.00003894912,0.000153355,0.0002779939],"category_scores_gemma":[0.00002606895,0.0003435602,0.00006885413,0.0006583456,0.0002403633,0.0003010263,0.0001037874,0.0003760089,0.000005631694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292606,"about_ca_system_score_gemma":0.0004999022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1192676,"about_ca_topic_score_gemma":0.1917397,"domain_scores_codex":[0.9979448,0.00009436104,0.0004049554,0.0007359567,0.0002772245,0.0005427296],"domain_scores_gemma":[0.9992733,0.0001449055,0.00007170891,0.0001084152,0.0002399116,0.0001617791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007841178,0.000167362,0.8709002,0.0003846885,0.0002063943,0.000814879,0.04680664,0.000001579517,0.0000306145,0.000003914377,0.00003304073,0.07986661],"study_design_scores_gemma":[0.003732085,0.0008285004,0.9785839,0.00387456,0.0001809097,0.00003648165,0.01188408,0.000057743,0.0001052326,0.00001278402,0.0003714356,0.0003323156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661256,0.02663094,4.904037e-7,0.002380276,0.0004255153,0.002152799,0.002022907,0.00004933904,0.0002121382],"genre_scores_gemma":[0.983651,0.01314741,0.000004804981,0.000615335,0.0001545877,0.002200839,0.00006988908,0.00004904094,0.0001071277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076837,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058954810192092,"score_gpt":0.332859802968851,"score_spread":0.3122702548669301,"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."}}