{"id":"W4288540056","doi":"10.36106/ijar/1305310","title":"EPIDURAL ROPIVACAINE: EFFECTS OF HIGH-VOLUME/ LOW-CONCENTRATION VERSUS LOW-VOLUME/ HIGH-CONCENTRATION IN RENAL TRANSPLANT PATIENTS","year":2022,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ropivacaine; Medicine; Regimen; Anesthesia; End stage renal disease; Analgesic; Prospective cohort study; Hemodynamics; Urology; Surgery; Hemodialysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959912,0.0001658696,0.0004589576,0.0004153937,0.0001956312,0.00002844064,0.0003101461,0.00009403061,0.0003160285],"category_scores_gemma":[0.00009259435,0.000153147,0.0001135074,0.0006865182,0.0001494204,0.0001241199,0.0000427835,0.001083476,0.00001725209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167521,"about_ca_system_score_gemma":0.0003888411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008345789,"about_ca_topic_score_gemma":0.000008361185,"domain_scores_codex":[0.996205,0.0004867298,0.0007818133,0.0002463989,0.001741917,0.0005381284],"domain_scores_gemma":[0.9986268,0.0003319726,0.0003383246,0.0002290621,0.0002442221,0.0002296134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1062945,0.009954965,0.6135639,0.00580781,0.001650494,0.01808561,0.04388698,0.02405804,0.05526122,0.01057175,0.02168095,0.08918381],"study_design_scores_gemma":[0.04692592,0.01043644,0.9037696,0.001192397,0.0002329024,0.00009814301,0.002164679,0.001199251,0.029301,0.0009547432,0.00316563,0.0005593214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973022,0.00009537707,0.00009721875,0.0009604245,0.0002438842,0.001036217,0.000005639355,0.000007713907,0.0002512907],"genre_scores_gemma":[0.9990463,0.00008278499,0.0002321513,0.0001385627,0.000239376,0.00004866561,0.00009188903,0.00002560188,0.00009465347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902057,"threshold_uncertainty_score":0.6245154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278738623059379,"score_gpt":0.2697292053073875,"score_spread":0.2569418190767937,"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."}}