{"id":"W4360606625","doi":"10.1097/ju.0000000000003264.05","title":"MP31-05 TOWARDS GOAL-DIRECTED ANESTHESIA DECISION-MAKING IN KIDNEY TRANSPLANTATION","year":2023,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodynamics; Renal function; Anesthetic; Anesthesia; Kidney transplantation; Transplantation; Surgery; Internal medicine","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":[0.03404635,0.0007553045,0.0009118449,0.001654538,0.002357403,0.01000504,0.00285067,0.006466439,0.1363087],"category_scores_gemma":[0.07852641,0.0007109969,0.001156665,0.001111689,0.002143578,0.004361307,0.009597941,0.01196209,0.0836276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341801,"about_ca_system_score_gemma":0.0207973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079465,"about_ca_topic_score_gemma":0.004642734,"domain_scores_codex":[0.9807636,0.01105135,0.001243314,0.0007189765,0.004804547,0.001418302],"domain_scores_gemma":[0.8908125,0.0186204,0.003557822,0.004031723,0.04110822,0.04186929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000134996,0.0001940509,0.001206103,0.0002347145,0.00002331258,0.000125023,0.0001138726,0.0005111561,0.0001269048,0.004625765,0.9010671,0.09163703],"study_design_scores_gemma":[0.0002455573,0.0004280656,0.004314051,0.00355631,0.00002515176,0.000558965,0.0003332861,0.002484313,0.0005064557,0.03378665,0.953671,0.00009024585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004708241,0.006518854,0.02831797,0.6075725,0.05032922,0.001794833,0.002172057,0.00270141,0.2958848],"genre_scores_gemma":[0.1163009,0.02904671,0.194559,0.2354957,0.09212472,0.005250358,0.01073546,0.003351796,0.3131353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1363087,"threshold_uncertainty_score":0.4559981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129323249472968,"score_gpt":0.2920104569297487,"score_spread":0.2790781319824519,"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."}}