{"id":"W3172210684","doi":"10.26443/mjm.v19i1.833","title":"Approach to Hyponatremia","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Hyponatremia; Asymptomatic; Medicine; Pathophysiology; Coma (optics); Abnormality; Electrolyte Disorder; Intensive care medicine; Electrolyte imbalance; Disease; Internal medicine; Psychiatry","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":[0.001210897,0.001028646,0.001070512,0.001573125,0.001120968,0.00201834,0.001541804,0.002582812,0.005740808],"category_scores_gemma":[0.003402579,0.0002538171,0.0009385509,0.0006339931,0.001169406,0.002147637,0.002592703,0.009276012,0.00344152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091956,"about_ca_system_score_gemma":0.003690864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826283,"about_ca_topic_score_gemma":0.006550489,"domain_scores_codex":[0.9993155,0.000165853,0.00008901004,0.00008261986,0.0002471719,0.00009982675],"domain_scores_gemma":[0.998838,0.0002237644,0.0001012007,0.00006074039,0.0005203797,0.0002559555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002163064,0.000297683,0.004417011,0.002501311,0.0001664164,0.01861729,0.0007666308,0.0003163858,0.003461177,0.02741979,0.3160475,0.6257725],"study_design_scores_gemma":[0.0001049503,0.000192613,0.002539745,0.00359447,0.0001110536,0.05371479,0.0006133599,0.0003803937,0.001342223,0.02523196,0.9121079,0.00006651018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008798406,0.5130475,0.04773441,0.2982838,0.02537668,0.0004625827,0.0003131314,0.001330991,0.1046525],"genre_scores_gemma":[0.07672112,0.5585198,0.0641777,0.1882041,0.04877424,0.000412287,0.000579203,0.0003509481,0.06226059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005740808,"threshold_uncertainty_score":0.01920497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162402538026367,"score_gpt":0.2913167498373614,"score_spread":0.2596927244570977,"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."}}