{"id":"W2793403636","doi":"10.1111/hdi.12636","title":"Acute hemodialysis in a young man with severe symptomatic hyponatremia and kidney injury","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Hyponatremia; Hemodialysis; Acute kidney injury; Low sodium; Urology; Renal replacement therapy; Internal medicine; Surgery; Gastroenterology; Sodium","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446987,0.001302265,0.001045185,0.001856607,0.002566301,0.001066592,0.0006934832,0.003998409,0.001501137],"category_scores_gemma":[0.002291266,0.001013738,0.0009454412,0.001138215,0.0008851291,0.001843576,0.001074328,0.002880319,0.0004571769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008029733,"about_ca_system_score_gemma":0.001029973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278166,"about_ca_topic_score_gemma":0.004040621,"domain_scores_codex":[0.9995969,0.00005494718,0.00005507346,0.00009415001,0.00005709278,0.0001419281],"domain_scores_gemma":[0.9989061,0.0002297612,0.0001446192,0.00004847838,0.00006440779,0.000606601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000565675,0.0001153471,0.0305951,0.00002395849,0.000012243,0.9669346,0.000400058,0.00005014787,0.0004728098,0.000109829,0.0003157514,0.0009136078],"study_design_scores_gemma":[0.00002550392,0.0003272693,0.03210449,0.00003397217,0.00002555324,0.9652675,0.0004962682,0.0003469174,0.0002157109,0.0002267233,0.0009066662,0.000023498],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983216,0.00293944,0.001661461,0.00474986,0.0005582694,0.0001307151,0.000137226,0.0001238991,0.00648315],"genre_scores_gemma":[0.9951573,0.0009621796,0.000501572,0.001806871,0.0005775966,0.00001712773,0.00007111389,0.00001214575,0.0008940967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003998409,"threshold_uncertainty_score":0.005826056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005438974876753576,"score_gpt":0.2504200714379607,"score_spread":0.2449810965612072,"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."}}