{"id":"W1487149742","doi":"10.1111/hdi.12077","title":"Relationship between <scp>G</scp>eriatric <scp>N</scp>utritional <scp>R</scp>isk <scp>I</scp>ndex and total lymphocyte count and mortality of hemodialysis patients","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Hemodialysis; Hazard ratio; Confidence interval; Gastroenterology; Hematocrit; Proportional hazards model; Lymphocyte; Diabetes mellitus; Mortality rate; Surgery; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001329079,0.0009909738,0.001791512,0.001770974,0.0004684862,0.00049365,0.0006469414,0.000567575,0.0001449778],"category_scores_gemma":[0.009009567,0.0009422523,0.00109278,0.001505667,0.0005625983,0.0009396445,0.0006991654,0.0005667312,0.000311862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578938,"about_ca_system_score_gemma":0.0003474413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005035788,"about_ca_topic_score_gemma":0.00004176401,"domain_scores_codex":[0.9914593,0.0004414751,0.002208648,0.001668154,0.003179824,0.001042607],"domain_scores_gemma":[0.9890745,0.00609717,0.001368067,0.000995153,0.001424602,0.001040522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001669547,0.001513989,0.95205,0.0003922738,0.003803564,0.00003254829,0.001255678,0.0003550792,0.0003006851,0.001380471,0.03720489,0.001694183],"study_design_scores_gemma":[0.006225722,0.0002174281,0.966791,0.0001703279,0.004014502,0.00001839415,0.001410898,0.004600805,0.0007613366,0.002855147,0.01279394,0.0001405206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758363,0.001360154,0.001145364,0.0001938394,0.0006713201,0.001351147,0.001105168,0.0001508468,0.01818588],"genre_scores_gemma":[0.9837752,0.0005975212,0.001232943,0.0004865794,0.001421662,0.0003429102,0.004258217,0.0001207945,0.007764164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441095,"threshold_uncertainty_score":0.999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866101135729057,"score_gpt":0.257919879222111,"score_spread":0.2392588678648205,"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."}}