{"id":"W4402573783","doi":"10.7759/cureus.69566","title":"Factors Affecting Sleep Quality and Prenatal Distress Among Rural and Urban Women During Early Pregnancy","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Toronto Public Health","funders":"University Grants Commission","keywords":"Medicine; Pregnancy; Distress; Sleep quality; Obstetrics; Prenatal care; Sleep (system call); Environmental health; Psychiatry; Clinical psychology; Insomnia; Population","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":[0.0002879347,0.0001498103,0.0001524274,0.0003661655,0.0003078966,0.0003242914,0.0002049844,0.0002029446,0.0008642088],"category_scores_gemma":[0.001593564,0.000151265,0.0001689276,0.0006507251,0.0002555029,0.0001958038,0.0003393569,0.0002460069,0.00006950984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823195,"about_ca_system_score_gemma":0.0002370236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096725,"about_ca_topic_score_gemma":0.01564827,"domain_scores_codex":[0.9997789,0.00007729995,0.00001921005,0.00003979151,0.00003291589,0.00005189129],"domain_scores_gemma":[0.9992424,0.0001513295,0.0003931609,0.00002481567,0.00004896266,0.0001392298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002575543,0.000008592021,0.9987516,0.000007572091,0.000009192593,0.00006781752,0.0002314905,0.00001295483,0.0001146731,0.000007726255,0.00002874545,0.0007339032],"study_design_scores_gemma":[8.244137e-7,0.00002762191,0.9993044,0.000003784178,0.000003929875,0.0001089377,0.0004520214,0.00003555142,0.0000102686,0.000007269798,0.00004442487,9.801805e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994587,0.0001948725,0.00002579405,0.00005421533,0.00000180724,0.000004335235,0.00009404027,9.665416e-7,0.0001652662],"genre_scores_gemma":[0.9997508,0.0001120492,0.00002710086,0.0000125831,0.000002286364,0.000003765452,0.00004775494,3.984063e-7,0.00004320854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096725,"threshold_uncertainty_score":0.02180684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408989380135174,"score_gpt":0.307722685825065,"score_spread":0.2836327920237133,"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."}}