{"id":"W4403636573","doi":"10.3390/medicina60111732","title":"Social Support and Quality of Life in Hemodialysis Patients: A Comparative Study with Healthy Controls","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Multiple Sclerosis Society; Ministère de la Santé et des Services sociaux; World Health Organization","keywords":"Hemodialysis; Quality of life (healthcare); Social support; Medicine; Gerontology; Psychology; Intensive care medicine; Internal medicine; Social psychology; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006747459,0.0001148047,0.0007591511,0.0001935566,0.00002911962,0.00001126329,0.00003592044,0.00002579246,0.00006287449],"category_scores_gemma":[0.00006313234,0.00007088506,0.00006066355,0.0003497524,0.0001157258,0.00003685269,0.0000284894,0.0001063149,0.000004572098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813417,"about_ca_system_score_gemma":0.0001209604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003812384,"about_ca_topic_score_gemma":0.0002657012,"domain_scores_codex":[0.9984946,0.0001650715,0.0004570422,0.0002446364,0.0004929426,0.0001457476],"domain_scores_gemma":[0.9994857,0.00009770538,0.00008416634,0.0001143799,0.00007794504,0.0001400907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004054415,0.003576505,0.9529149,0.001134925,0.001265553,0.00007714272,0.02699798,0.000004538836,0.00002437968,0.0007806801,0.002900101,0.006268912],"study_design_scores_gemma":[0.007849479,0.002688617,0.9790668,0.0001202776,0.0005855848,2.200455e-7,0.008622427,0.0001441738,0.000002978529,0.00002135391,0.0008129055,0.00008513127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934721,0.0003396436,0.00003984101,0.001745953,0.00004423849,0.0008685848,0.00001092749,0.00001850285,0.003460203],"genre_scores_gemma":[0.9990467,0.00001776903,0.00001375191,0.0006710273,0.0000787282,0.00003344675,0.00003325642,0.00000745656,0.00009787006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02615198,"threshold_uncertainty_score":0.2890609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672106486313273,"score_gpt":0.3663718473333038,"score_spread":0.3196507824701711,"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."}}