{"id":"W4213077434","doi":"10.1192/j.eurpsy.2021.677","title":"Structure of personal disorders in hypertensive disease patients","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anger; Anxiety; Somatization; Internal medicine; Toronto Alexithymia Scale; Depression (economics); Aggression; Medicine; Psychology; Population; Psychiatry; Clinical psychology","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":[0.0001451746,0.0001458823,0.0001836845,0.0008130342,0.0003924464,0.0004109608,0.000127471,0.0001776038,0.00356334],"category_scores_gemma":[0.0009969714,0.00009096941,0.0002708727,0.0005578936,0.0001871605,0.0001943895,0.0003257354,0.0002913109,0.0002366847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285367,"about_ca_system_score_gemma":0.0002396617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145211,"about_ca_topic_score_gemma":0.00295906,"domain_scores_codex":[0.9997954,0.00004165108,0.00002130189,0.00004305154,0.0000439635,0.00005464525],"domain_scores_gemma":[0.9994375,0.0000616651,0.0002606235,0.00002151881,0.00005028737,0.0001684182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328359,0.00003611181,0.9955257,0.00001346295,0.00002737058,0.0001884416,0.000147792,0.00002230356,0.0003581389,0.00004346848,0.00009349662,0.003410836],"study_design_scores_gemma":[0.000003308957,0.00006545654,0.9990267,0.000004506438,0.00001195361,0.0004722822,0.0001397679,0.00005478172,0.00004362501,0.00005329559,0.0001223981,0.000001914926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982749,0.0002997048,0.00006760922,0.00005306491,0.000007485875,0.000007080816,0.000170148,0.000003823484,0.001116082],"genre_scores_gemma":[0.9995197,0.0000875004,0.00004941746,0.00001326395,0.000009778765,0.00000288965,0.0001447958,6.321656e-7,0.0001720566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00356334,"threshold_uncertainty_score":0.01192057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005111332888695862,"score_gpt":0.219771509863243,"score_spread":0.2146601769745472,"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."}}