{"id":"W4297201633","doi":"10.3390/jcm11195607","title":"Cognitive Function Decline in the Third Trimester of Pregnancy Is Associated with Sleep Fragmentation","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Pregnancy; Wechsler Adult Intelligence Scale; Perceived Stress Scale; Beck Depression Inventory; Insomnia; Montreal Cognitive Assessment; Polysomnography; Actigraphy; Cognition; Pediatrics; Audiology; Psychiatry; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970248,0.0002850911,0.0003272066,0.0007317331,0.0002873227,0.0003274257,0.0002449329,0.0002691638,0.0007762256],"category_scores_gemma":[0.002005176,0.000244566,0.0003091823,0.0007240156,0.0002357482,0.0001279782,0.0003359064,0.0004708713,0.0000972624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003495579,"about_ca_system_score_gemma":0.0003071202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009106694,"about_ca_topic_score_gemma":0.007848887,"domain_scores_codex":[0.9998237,0.00003425614,0.00002410641,0.00004264038,0.00003665847,0.00003854325],"domain_scores_gemma":[0.9990226,0.0001335606,0.0006365528,0.0000599794,0.00004670639,0.0001005851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005826618,0.00005152401,0.9863056,0.0000346769,0.00007614087,0.0009982291,0.0002796031,0.00004187159,0.001744607,0.00003820073,0.00009925321,0.009747625],"study_design_scores_gemma":[0.000002487018,0.00006989339,0.9987785,0.000008644832,0.00001415869,0.0008580539,0.00004813003,0.00004019746,0.00007184647,0.00002653641,0.00007996523,0.000001586061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975189,0.00151395,0.0001414617,0.00006792995,0.00000651674,0.00001173074,0.000143746,0.0000074902,0.0005883587],"genre_scores_gemma":[0.9988167,0.0007509747,0.0001000729,0.00001770449,0.000006779151,0.000009910185,0.0001482153,0.000002045925,0.0001476061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009106694,"threshold_uncertainty_score":0.01810735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596252657243789,"score_gpt":0.4103997455355811,"score_spread":0.3507744798112021,"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."}}