{"id":"W2949457018","doi":"10.1093/ndt/gfz103.sp686","title":"SP686Evaluation of pain in patients undergoing hemodialysis","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005401273,0.0001081511,0.0003959239,0.0002946064,0.00001461309,0.000002740521,0.00005061655,0.00012882,0.0002780482],"category_scores_gemma":[0.00009311085,0.00009458019,0.0001257758,0.000406824,0.0000391807,0.00007735715,0.000004500772,0.0001052733,0.00004048467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001679073,"about_ca_system_score_gemma":0.00004212034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003451754,"about_ca_topic_score_gemma":0.0001043695,"domain_scores_codex":[0.9986765,0.0002852856,0.0003787785,0.0002504868,0.0002376608,0.0001712888],"domain_scores_gemma":[0.9993712,0.0002482219,0.0001158667,0.0001537885,0.0000714796,0.00003949834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337504,0.0003945684,0.9592634,0.0001466411,0.00008966112,0.000003297395,0.0003984013,0.0009375021,0.01149052,0.0001793125,0.00001491813,0.02574426],"study_design_scores_gemma":[0.006406481,0.0008685756,0.9893562,0.00002094615,0.000439726,0.00000110679,0.00002738456,0.001037402,0.001180254,0.000403675,0.0001715864,0.0000866638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971848,0.00003014456,0.0006880605,0.0003440005,0.00006625629,0.0004070581,0.000004914957,0.00002283804,0.001251922],"genre_scores_gemma":[0.997844,0.0002136962,0.000284985,0.001302689,0.00001803448,0.00001753715,0.0002704833,0.000008813345,0.0000397486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009279,"threshold_uncertainty_score":0.3856868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049502834416175,"score_gpt":0.2428705023376864,"score_spread":0.2323754739935246,"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."}}