{"id":"W4395447563","doi":"10.1111/jgs.18930","title":"Hyponatremia‐associated hospital visits are not reduced by early electrolyte testing in older adults starting antidepressants","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hyponatremia; Interquartile range; Emergency department; Retrospective cohort study; Internal medicine; Serotonin reuptake inhibitor; Antidepressant; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001056842,0.000201176,0.0003728754,0.0002989837,0.0003870006,0.0007302329,0.0004818355,0.0004553867,0.002073091],"category_scores_gemma":[0.01172964,0.0003124567,0.001158639,0.0006846038,0.0002644004,0.0005056518,0.0004883184,0.000556686,0.0001906101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058756,"about_ca_system_score_gemma":0.001756357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07223046,"about_ca_topic_score_gemma":0.1266622,"domain_scores_codex":[0.9991313,0.0001895175,0.0001167087,0.0001660535,0.0002268513,0.000169538],"domain_scores_gemma":[0.9954394,0.0005831467,0.00281361,0.0003083646,0.0004113946,0.0004441479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825188,0.00002174339,0.9972722,0.0000196659,0.0000751773,0.00002716621,0.00004494924,0.00002578421,0.00004809903,0.00001297447,0.0002114947,0.002058223],"study_design_scores_gemma":[0.00001307945,0.00004403871,0.999503,0.00001388083,0.00004487116,0.00005211782,0.00004606062,0.0001101347,0.00001050944,0.00001612447,0.0001439946,0.000001976466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966456,0.0008599737,0.0001424612,0.0003562636,0.00002803633,0.00002368923,0.0007487105,0.000009582493,0.001185546],"genre_scores_gemma":[0.99913,0.0002150322,0.00008794513,0.0000748864,0.00001465959,0.000005980098,0.0003190146,0.000001835777,0.0001506348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07223046,"threshold_uncertainty_score":0.1436201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006264341969232146,"score_gpt":0.2421703815054227,"score_spread":0.2359060395361905,"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."}}