{"id":"W2566928569","doi":"10.1093/ndt/gfv183.80","title":"FP762THE ROLE OF SOCIAL SUPPORT IN HEMODIALYSIS PATIENTS","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Social support; Intensive care medicine; Internal medicine; Social 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":[0.0003759771,0.0002263741,0.0002085669,0.0008025626,0.000481762,0.0005491158,0.0002420479,0.0003170143,0.003278895],"category_scores_gemma":[0.002126402,0.00005653248,0.0002938935,0.0006119959,0.0001741342,0.0002624184,0.0004593164,0.0003726743,0.0001763304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890002,"about_ca_system_score_gemma":0.000421687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805827,"about_ca_topic_score_gemma":0.0031301,"domain_scores_codex":[0.9996594,0.0001373309,0.0000336157,0.00003484416,0.00006451645,0.00007028707],"domain_scores_gemma":[0.9989854,0.0002043889,0.000404848,0.00001579144,0.00008619727,0.0003033354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009798219,0.00009421013,0.9788834,0.00007504414,0.00006453926,0.0001864256,0.0002167347,0.00003483243,0.00007108344,0.00004225232,0.0006970786,0.01953637],"study_design_scores_gemma":[0.00001019234,0.0001445214,0.997378,0.00007701143,0.00003694728,0.0003563424,0.0005493116,0.0002003435,0.00002979939,0.0001277928,0.0010836,0.000006116051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911562,0.003311565,0.00006956835,0.001103071,0.00005654739,0.00002065612,0.000568956,0.00000513221,0.003708315],"genre_scores_gemma":[0.9989855,0.0005279476,0.00005688763,0.00004952193,0.00003951212,0.000009868924,0.0001419709,5.107561e-7,0.0001882544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003278895,"threshold_uncertainty_score":0.01096892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094316114225984,"score_gpt":0.2490333125927346,"score_spread":0.2380901514504747,"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."}}