{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620263,0.0002161345,0.0003742776,0.0005192026,0.00007269982,0.00005489936,0.0001596423,0.0001023432,0.0005535153],"category_scores_gemma":[0.00008212221,0.0001818336,0.0001116604,0.0004363324,0.0001538711,0.000195781,0.0000655031,0.0001971628,0.0000575749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578521,"about_ca_system_score_gemma":0.0001405282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120498,"about_ca_topic_score_gemma":0.0002132044,"domain_scores_codex":[0.9984328,0.00003435633,0.000320032,0.000405966,0.0005242508,0.0002826057],"domain_scores_gemma":[0.9992336,0.00003796949,0.0001000333,0.0002407895,0.0001952034,0.0001924255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005681921,0.0008681889,0.8418868,0.0001146022,0.005158348,0.0002638579,0.002741662,0.00001491776,0.07993171,0.002003188,0.01660228,0.04473251],"study_design_scores_gemma":[0.01836495,0.002013648,0.9012626,0.0007383623,0.003454168,0.002020516,0.0004085641,0.04114365,0.01835906,0.003474517,0.007144372,0.001615557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472549,0.00004313486,0.0002704747,0.003252204,0.00006288981,0.0002039032,0.00003387257,0.00005268582,0.04882592],"genre_scores_gemma":[0.9941601,0.0001376714,0.00155503,0.002161387,0.00026026,0.00002651043,0.0001799326,0.00002851796,0.00149062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06157265,"threshold_uncertainty_score":0.7414959,"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."}}