{"id":"W3032636959","doi":"10.14740/jmc3470","title":"Etiology and Treatment of Intraoperative Hyperkalemia During Posterior Spinal Fusion in an Adolescent","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyperkalemia; Etiology; Spinal fusion; Surgery; Scoliosis; Anesthesia; Intensive care medicine; Pediatrics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00009905577,0.00007737857,0.0003377424,0.00007617864,0.00001716974,0.000003065322,0.00003806089,0.0001242123,0.000134018],"category_scores_gemma":[0.000244871,0.00004651571,0.00004996187,0.00006687406,0.0001083957,0.00004111336,0.00001666636,0.0002215139,7.701358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004220209,"about_ca_system_score_gemma":0.0001689537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002125547,"about_ca_topic_score_gemma":0.00002083698,"domain_scores_codex":[0.9991036,0.00007221967,0.0003649407,0.00008333805,0.000274861,0.0001010242],"domain_scores_gemma":[0.9994171,0.00003161516,0.0001063849,0.00003782755,0.00004952438,0.0003575107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02549213,0.00425113,0.4574395,0.000766349,0.0002713958,0.04320319,0.01017999,0.00002774034,0.2033181,0.00003170489,0.0002657554,0.2547531],"study_design_scores_gemma":[0.0233714,0.04186409,0.8895208,0.00216605,0.000324317,0.0217288,0.005866654,0.0005275345,0.01365283,0.000008191232,0.0007816166,0.0001876876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860393,0.002867564,0.000006355543,0.01092259,0.00006438398,0.00007718624,0.000001689617,0.000002803964,0.0000181632],"genre_scores_gemma":[0.9963929,0.00287037,0.00005899696,0.0004833122,0.0001845511,6.159979e-7,0.000001416007,0.00000481066,0.000003038918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4320813,"threshold_uncertainty_score":0.1896856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374506272605837,"score_gpt":0.3221237381979839,"score_spread":0.2883786754719255,"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."}}