{"id":"W4367852366","doi":"10.13078/jsm.230006","title":"Is Alexithymia Associated With Sleep Disturbances, Independent of Depression and Anxiety?","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Medicine","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Epworth Sleepiness Scale; Pittsburgh Sleep Quality Index; Toronto Alexithymia Scale; Beck Depression Inventory; Anxiety; Insomnia; Depression (economics); Medicine; Clinical psychology; Psychology; Psychiatry; Polysomnography; Sleep quality","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":[0.0004273775,0.0002327936,0.0002449857,0.0006589448,0.0002900198,0.0005170928,0.0002052674,0.0003152499,0.001613232],"category_scores_gemma":[0.001796467,0.0001819761,0.0002819418,0.0006272822,0.0004253535,0.0003150089,0.000336162,0.0003067767,0.0001269091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825946,"about_ca_system_score_gemma":0.0002678999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789284,"about_ca_topic_score_gemma":0.004457289,"domain_scores_codex":[0.9997049,0.0000789823,0.00004232039,0.00007019407,0.00005010911,0.00005357355],"domain_scores_gemma":[0.9986547,0.0001598945,0.0009537916,0.00003520536,0.00008055375,0.0001157707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003972429,0.00001559939,0.9981186,0.00001359465,0.0000441711,0.00008031588,0.00003816687,0.00001140776,0.0001906219,0.00001023855,0.00001940825,0.001418121],"study_design_scores_gemma":[0.000001874631,0.00003526741,0.9994289,0.000005414646,0.00001516237,0.0003262675,0.00006684631,0.00005590457,0.0000164015,0.00001530982,0.0000314005,0.000001153351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988396,0.0005450564,0.00007458081,0.00005736891,0.000006507222,0.000005073545,0.00006315108,0.000002254943,0.0004064236],"genre_scores_gemma":[0.9996552,0.0001319937,0.00006415767,0.00001277525,0.00001359238,0.000002234048,0.00006880863,3.672278e-7,0.00005081741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002789284,"threshold_uncertainty_score":0.005546033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551639795495341,"score_gpt":0.2753632338602561,"score_spread":0.2598468359053027,"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."}}