{"id":"W1970642328","doi":"10.1097/gme.0b013e3182885e31","title":"Relationship between objectively recorded hot flashes and sleep disturbances among breast cancer patients","year":2013,"lang":"en","type":"article","venue":"Menopause The Journal of The North American Menopause Society","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Hot flash; Medicine; Sleep (system call); Polysomnography; Flash (photography); Rapid eye movement sleep; Audiology; Electroencephalography; Breast cancer; Internal medicine; Cancer; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005088508,0.0003346228,0.0004812315,0.00005663911,0.0009324385,0.0001345471,0.0007611415,0.00005650397,0.00003158858],"category_scores_gemma":[0.0003520411,0.0001869641,0.0001392188,0.0009463372,0.001371116,0.0006770198,0.000202688,0.0008559137,0.00001644369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308637,"about_ca_system_score_gemma":0.000114703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006246652,"about_ca_topic_score_gemma":0.0001601579,"domain_scores_codex":[0.9971514,0.0006564602,0.000644799,0.0003132393,0.0007076454,0.0005264753],"domain_scores_gemma":[0.9964795,0.001173515,0.001418837,0.0004164852,0.0002235294,0.000288177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005256148,0.00006442959,0.990059,0.00001373212,0.00008005214,0.000001096759,0.003694853,0.00006144116,0.002129118,0.00001279406,0.001580448,0.002250471],"study_design_scores_gemma":[0.0006564946,0.0002900593,0.9950985,0.00004472764,0.000281034,0.0000383403,0.0005517129,0.00002605932,0.002368703,0.0001183733,0.0002798021,0.0002462316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968205,0.0003173044,0.00002049567,0.00165513,0.0004109788,0.0005589629,0.000107063,0.00002969399,0.00007986624],"genre_scores_gemma":[0.9979994,0.0004408977,0.00008984417,0.0007534007,0.00034339,0.00002661377,0.000001131025,0.0000463729,0.0002989105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00503946,"threshold_uncertainty_score":0.7624175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390275763456461,"score_gpt":0.2337098098252261,"score_spread":0.2198070521906615,"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."}}