{"id":"W4323341857","doi":"10.5336/medsci.2022-94617","title":"Examination of Brain-Derived Neurotrophic Factor, Glial Cell Line-Derived Neurotrophic Factor, and Neurotrophin-3 Levels and Brain Volumes in Shift-Working Men: Clinical Research","year":2023,"lang":"en","type":"article","venue":"Turkiye Klinikleri Journal of Medical Sciences","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Glial cell line-derived neurotrophic factor; Beck Anxiety Inventory; Neurotrophic factors; Brain-derived neurotrophic factor; Montreal Cognitive Assessment; Psychology; Prefrontal cortex; Working memory; Internal medicine; Frontal lobe; Neuroscience; Anxiety; Cognition; Medicine; Psychiatry; Beck Depression Inventory; Sleep quality; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01043734,0.0003614826,0.0009293987,0.001150729,0.0003583621,0.0001644351,0.001236219,0.0006554403,0.0004865066],"category_scores_gemma":[0.005565813,0.0002842645,0.0001900173,0.002148242,0.002791798,0.0003302036,0.0004394655,0.002886312,0.00002267742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003580185,"about_ca_system_score_gemma":0.0004037574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013498,"about_ca_topic_score_gemma":0.00004060457,"domain_scores_codex":[0.9894371,0.003752668,0.002050935,0.0008575144,0.002921648,0.0009801051],"domain_scores_gemma":[0.9910648,0.006830799,0.0008365513,0.0003217104,0.0001992316,0.000746853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001447073,0.001779415,0.3698648,0.0001656962,0.0002980771,0.00501843,0.02428859,0.0002756513,0.03758419,0.001540777,0.003121372,0.5546159],"study_design_scores_gemma":[0.00440281,0.003640688,0.9868667,0.0005776212,0.00002653791,0.00009844341,0.000934605,0.001937696,0.0003627975,0.0005333458,0.0002704507,0.0003482802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764801,0.001095287,0.00009045574,0.01953874,0.002006652,0.0003926085,0.000009682308,0.00004503584,0.0003414683],"genre_scores_gemma":[0.9971792,0.001192434,0.0001208738,0.0006333824,0.0007808108,0.000008841207,0.000001755776,0.00003895183,0.0000437364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6170019,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2450212953200706,"score_gpt":0.4460159308720038,"score_spread":0.2009946355519332,"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."}}