{"id":"W4407010004","doi":"10.1093/sleep/zsaf030","title":"A multi-omics study of the association between insomnia with objective short sleep duration phenotype and high blood pressure","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Internal medicine; Blood pressure; Polysomnography; Insomnia; Medicine; Endocrinology; Confounding; Gastroenterology; Physiology; 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":[0.0001689005,0.0001302831,0.0002001212,0.00008251977,0.0001348574,0.00001710061,0.0001328766,0.0002052316,0.0000179918],"category_scores_gemma":[0.00005608383,0.00008983905,0.00003179837,0.0003650488,0.00004295158,0.0000552321,0.00005313462,0.0002564339,0.000003864308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002429589,"about_ca_system_score_gemma":0.00001803402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005390721,"about_ca_topic_score_gemma":0.0005078155,"domain_scores_codex":[0.9989568,0.0001968068,0.0002398457,0.0002727705,0.0001723769,0.0001613786],"domain_scores_gemma":[0.9993311,0.0001034041,0.0001527035,0.0002750058,0.0001144451,0.00002335019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318927,0.001103379,0.9781299,0.00001090388,0.005374596,0.000001115209,0.01009479,0.0002031651,0.000106877,0.0004555336,0.00006191996,0.004325887],"study_design_scores_gemma":[0.004570152,0.0003060998,0.9864347,0.00001543411,0.003920762,4.120758e-7,0.004011491,0.0001786435,0.0001968807,0.000152623,0.00009901071,0.0001138106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953934,0.0004733657,0.0002606332,0.0001583767,0.0004283584,0.0009165021,0.00001803748,0.00003700326,0.002314339],"genre_scores_gemma":[0.9990632,0.000007453466,0.00005815369,0.00005252114,0.00003558269,0.00004550382,0.00001048733,0.00001386857,0.0007132646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008304738,"threshold_uncertainty_score":0.366353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00737666315580963,"score_gpt":0.2540444675261671,"score_spread":0.2466678043703575,"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."}}