{"id":"W4212813267","doi":"10.1192/j.eurpsy.2021.2131","title":"Insomnia associated with neutrophil/lymphocyte ratio in female patients with schizophrenia","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Internal medicine; Logistic regression; Depression (economics); Schizophrenia (object-oriented programming); Lymphocyte; Medicine; Positive and Negative Syndrome Scale; Psychiatry; Psychology; Clinical psychology; Gastroenterology; Psychosis","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":[0.0001620705,0.0002316422,0.0002885773,0.0004743837,0.0003274591,0.0003117661,0.0001184981,0.0001521501,0.003348458],"category_scores_gemma":[0.0009969604,0.0001322365,0.0002571743,0.0004146816,0.0001453245,0.0001902433,0.0002704689,0.0003099996,0.0002356677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091787,"about_ca_system_score_gemma":0.0002347185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342643,"about_ca_topic_score_gemma":0.005231943,"domain_scores_codex":[0.9998398,0.00002826378,0.00002029585,0.00003273154,0.00003513062,0.0000438176],"domain_scores_gemma":[0.9996197,0.00003884088,0.000237142,0.0000139674,0.00003660083,0.00005367218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400338,0.00001220157,0.9977956,0.00001094703,0.00001666027,0.0001514617,0.00003952174,0.000009448382,0.000281871,0.000008548284,0.00007990009,0.001453865],"study_design_scores_gemma":[0.000005082633,0.00005316524,0.9988668,0.000008273912,0.00001961906,0.0006266314,0.0001536178,0.0000728903,0.00004841904,0.00002328443,0.0001200122,0.000002227936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986668,0.000602687,0.0000464528,0.00006149168,0.00001003669,0.000006081625,0.00018557,0.000002839482,0.0004181405],"genre_scores_gemma":[0.9995553,0.0001298283,0.00003302734,0.00001631449,0.000009917533,0.000004133261,0.0001303441,7.101756e-7,0.0001205182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348458,"threshold_uncertainty_score":0.01120174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006276435369263074,"score_gpt":0.2147987565647893,"score_spread":0.2085223211955262,"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."}}