{"id":"W4318191619","doi":"10.38053/acmj.1192825","title":"Alexithymia; an often missed condition prevelant in the practice of nephrology","year":2022,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Medicine; Toronto Alexithymia Scale; Internal medicine; Hemodialysis; Hospital Anxiety and Depression Scale; Anxiety; Incidence (geometry); Dialysis; Depression (economics); Kidney disease; Nephrology; Psychology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002204524,0.00009527365,0.0001863815,0.0001982248,0.0001242629,0.000005209371,0.0002007852,0.00003673065,0.0002837513],"category_scores_gemma":[0.00003442691,0.00008217872,0.00005438133,0.0004568433,0.00007246948,0.0001387042,0.00004210178,0.0001567559,0.000004867381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013107,"about_ca_system_score_gemma":0.00009215859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086421,"about_ca_topic_score_gemma":0.00002544256,"domain_scores_codex":[0.9989468,0.000338869,0.0001472423,0.0001873486,0.0002231622,0.000156592],"domain_scores_gemma":[0.999277,0.0001771046,0.0001413694,0.0003151316,0.00004122715,0.00004816277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05027497,0.06110486,0.08541913,0.001243561,0.005073932,0.03242062,0.1528416,0.001677855,0.01332219,0.4112664,0.1785482,0.006806592],"study_design_scores_gemma":[0.00695111,0.001791396,0.03643687,0.0000716104,0.000307469,0.0004246446,0.05981968,0.0003436911,0.00005426996,0.001761806,0.8918518,0.0001856636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225109,0.00009781111,0.0001463514,0.005088428,0.00007896276,0.0004860086,0.00004330227,0.00002391538,0.0715243],"genre_scores_gemma":[0.9933576,0.00004697041,0.0006849277,0.004016629,0.00001302756,0.000006473771,0.0001484397,0.00001052923,0.001715409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7133036,"threshold_uncertainty_score":0.3351151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452094661872014,"score_gpt":0.2561880608794086,"score_spread":0.2416671142606885,"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."}}