{"id":"W3030006033","doi":"10.1093/sleep/zsaa056.1041","title":"1045 Impact Of Pre-treatment Sleep And Menopausal Status On Sleep Quality In The 12 Months Following A Breast Cancer Diagnosis","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Memorial University of Newfoundland","funders":"","keywords":"Pittsburgh Sleep Quality Index; Medicine; Sleep (system call); Breast cancer; Sleep disorder; Sleep quality; Physical therapy; Insomnia; Cancer; Internal medicine; Psychiatry","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":[0.0002060896,0.0002522813,0.0005038978,0.00006169555,0.00005398994,0.00002372852,0.000101468,0.00007976442,0.000218494],"category_scores_gemma":[0.00005373196,0.0001589179,0.0001905395,0.0002721243,0.00005153523,0.00007793905,0.00004044868,0.0001765719,0.000003953233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401286,"about_ca_system_score_gemma":0.00008915493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04364457,"about_ca_topic_score_gemma":0.01327395,"domain_scores_codex":[0.9983305,0.0001738522,0.0003310197,0.0003629759,0.0004188458,0.0003827568],"domain_scores_gemma":[0.9991117,0.0001794928,0.000104985,0.0003264442,0.00003870179,0.0002386574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00166381,0.0003869924,0.9179177,0.00009912724,0.0004189023,0.00006386059,0.02038071,0.0001481945,0.0006301858,0.00003429983,0.0001977679,0.0580584],"study_design_scores_gemma":[0.00310658,0.002178728,0.9905409,0.0001168291,0.0003374224,0.000005196926,0.001809363,0.0003738588,0.0006087142,0.00002173472,0.0007118799,0.0001887684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926732,0.002195407,0.000007495613,0.002937095,0.0001804786,0.0006973019,0.0004083666,0.00003216359,0.0008684798],"genre_scores_gemma":[0.9981785,0.0003879129,0.00001088976,0.0007930511,0.0001827707,0.0003703579,0.0000332106,0.00002600419,0.00001733132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07262318,"threshold_uncertainty_score":0.9627239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631870108337683,"score_gpt":0.3357485073306611,"score_spread":0.3094298062472842,"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."}}