{"id":"W3000058396","doi":"10.1093/sleep/zsaa001","title":"Associations between migraine attacks and nightly sleep characteristics among adults with episodic migraine: a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute on Alcohol Abuse and Alcoholism; Harvard Catalyst; National Institutes of Health; Harvard University; American Sleep Medicine Foundation","keywords":"Migraine; Headaches; Medicine; Sleep onset; Sleep (system call); Sleep onset latency; Prospective cohort study; Cohort; Actigraphy; Anesthesia; Pediatrics; Internal medicine; Insomnia; Circadian rhythm; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002529602,0.000346346,0.0009516132,0.00009640616,0.0002828306,0.00003826967,0.00009768675,0.0001075839,0.00005644544],"category_scores_gemma":[0.0005003351,0.0002709632,0.0001148512,0.0004487792,0.0001723082,0.0001034454,0.0001023872,0.0004524011,0.00003136495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714465,"about_ca_system_score_gemma":0.00004310806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114323,"about_ca_topic_score_gemma":0.000897838,"domain_scores_codex":[0.9979017,0.00007394164,0.0004812888,0.0006222943,0.0005045986,0.000416204],"domain_scores_gemma":[0.9986749,0.0001280299,0.0002331093,0.0002783223,0.0003281694,0.0003574812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006039,0.0002913917,0.9767131,0.0000752924,0.001017864,0.00007927573,0.01735487,2.167536e-7,0.00001588618,0.00001836559,0.003850297,0.000382832],"study_design_scores_gemma":[0.003493509,0.00230081,0.989143,0.00007954687,0.001200074,0.000005375414,0.002500296,0.0001669717,0.00002237878,0.00001261144,0.0007823302,0.0002930949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908588,0.0002189733,0.0001175985,0.004290184,0.0000166806,0.002606282,0.0002060462,0.0001647336,0.001520682],"genre_scores_gemma":[0.9972441,0.00004442513,0.0002266459,0.0005862284,0.0006630059,0.0001677648,0.0002809714,0.00005008825,0.0007367238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485458,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346901744893331,"score_gpt":0.2585336778280645,"score_spread":0.2450646603791312,"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."}}