{"id":"W2981346754","doi":"10.1111/hdi.12794","title":"The relationship between antecedent creatinine decreases and outcomes in patients undergoing hemodialysis","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fukuda Foundation for Medical Technology","keywords":"Creatinine; Medicine; Hemodialysis; Internal medicine; Renal function; Urology; Surgery","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":[0.0007005509,0.0001705697,0.00031442,0.0005457716,0.0003268524,0.0005300925,0.0002595603,0.0002920815,0.0009061416],"category_scores_gemma":[0.003920678,0.0001085344,0.0002230907,0.000803276,0.0002806021,0.0003602633,0.0004190111,0.0007748138,0.0001079589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183766,"about_ca_system_score_gemma":0.0003748749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350983,"about_ca_topic_score_gemma":0.002263524,"domain_scores_codex":[0.9995713,0.00008723388,0.00006639169,0.00006849651,0.0001335872,0.00007306605],"domain_scores_gemma":[0.9944468,0.0008772826,0.003518782,0.0001787834,0.0003417333,0.000636542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008047921,0.00001840938,0.998852,0.000006687067,0.00001972337,0.0000326699,0.00001755729,0.00002172316,0.00008605469,0.000003989159,0.00002148685,0.0008393318],"study_design_scores_gemma":[0.000001505405,0.00005850295,0.9995814,0.000002992089,0.00001133328,0.0001535885,0.00002580182,0.00005394116,0.00004946771,0.00001352721,0.00004637521,0.00000146694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991137,0.0004208676,0.000072474,0.00004949,0.000006573674,0.000003419417,0.00009117756,0.000003470828,0.0002388174],"genre_scores_gemma":[0.9996799,0.0001006811,0.00005620164,0.00001214513,0.00001513967,0.000001988703,0.0001034103,6.78467e-7,0.00002996355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350983,"threshold_uncertainty_score":0.003704906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986237764043075,"score_gpt":0.2854913287294759,"score_spread":0.2656289510890452,"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."}}