{"id":"W4409335623","doi":"10.1111/hdi.13243","title":"Relationship Between Illness Adaptation and Type D Personality in Hemodialysis Patients","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Personality; Psychosocial; Medicine; Personality type; Type D personality; Multivariate analysis of variance; Clinical psychology; Psychiatry; Psychology; Anxiety; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004630198,0.0001371719,0.0001833012,0.0004915246,0.0003631197,0.000369316,0.0001146061,0.0001686166,0.00136117],"category_scores_gemma":[0.001882105,0.00008733777,0.0002418122,0.0004629033,0.0001986523,0.000161495,0.0002970052,0.0003763956,0.00009429558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203737,"about_ca_system_score_gemma":0.0002447424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780138,"about_ca_topic_score_gemma":0.002024703,"domain_scores_codex":[0.9996979,0.0001033535,0.00004709344,0.0000350172,0.00006928991,0.00004742022],"domain_scores_gemma":[0.9981111,0.0003458292,0.0009141096,0.00005489053,0.0001478335,0.0004261814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002695698,0.00002484554,0.9981388,0.000007425565,0.00001405933,0.00005194325,0.00008811836,0.00002163554,0.00008682405,0.000005432395,0.00003555943,0.001498397],"study_design_scores_gemma":[0.000001205442,0.00004763326,0.9993502,0.000006002376,0.00000465775,0.0002162581,0.0001734836,0.00008462274,0.00002130064,0.00001756057,0.00007472019,0.000002410767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999307,0.0001412874,0.0000652896,0.00004789809,0.000005002871,0.000006644973,0.00005688369,0.000001710443,0.0003682538],"genre_scores_gemma":[0.9997558,0.00005888581,0.00006690223,0.00001402762,0.000003855068,0.000003154341,0.00003911308,3.25905e-7,0.00005794148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780138,"threshold_uncertainty_score":0.004553556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429572920732124,"score_gpt":0.2999312760021173,"score_spread":0.2656355467947961,"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."}}