{"id":"W4413545414","doi":"10.64628/aam.vdyvmqsh4","title":"Insomnia in pregnancy is common but it’s not normal. Here’s how to beat it","year":2019,"lang":"en","type":"article","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Beat (acoustics); Insomnia; Pregnancy; Medicine; Psychology; Psychiatry; Acoustics; Physics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083804,0.0004844527,0.001027998,0.0006830062,0.002456832,0.0018317,0.0005490431,0.003041163,0.009117302],"category_scores_gemma":[0.007994247,0.0002888333,0.0009372463,0.0005184663,0.00183382,0.002780359,0.001165926,0.005817595,0.003497896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051573,"about_ca_system_score_gemma":0.001797229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643461,"about_ca_topic_score_gemma":0.0193739,"domain_scores_codex":[0.9991531,0.0002250851,0.0001192401,0.00008630792,0.0002612734,0.0001549295],"domain_scores_gemma":[0.9977043,0.0008091965,0.0002820894,0.0001200361,0.0005737953,0.000510606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003775453,0.000296836,0.02953267,0.002249965,0.0002561926,0.011536,0.002388995,0.0001252631,0.002466318,0.005137332,0.4219256,0.5237074],"study_design_scores_gemma":[0.0001940971,0.0007110524,0.1114147,0.02002183,0.0004291023,0.08524963,0.01395184,0.0002392933,0.002033541,0.028735,0.7365944,0.0004253909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01991789,0.2180781,0.004310046,0.662163,0.03891667,0.0001415923,0.0007718973,0.0007736004,0.05492726],"genre_scores_gemma":[0.2536813,0.4429276,0.01098222,0.2062993,0.03688538,0.0002113287,0.0007655463,0.000505891,0.04774139],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01643461,"threshold_uncertainty_score":0.03267789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195728561093614,"score_gpt":0.2829029498417385,"score_spread":0.2633300937323771,"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."}}