{"id":"W2913092931","doi":"10.1136/bmj.l547","title":"Hydration must be maintained in patients taking sodium glucose cotransporter 2 inhibitors","year":2019,"lang":"en","type":"letter","venue":"BMJ","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eagle Ridge Hospital","funders":"","keywords":"Cotransporter; Sodium; Medicine; Computer science; Chemistry; Endocrinology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009279396,0.0003462902,0.0006807123,0.0003587872,0.001804479,0.001349426,0.0006932,0.01897104,0.003418249],"category_scores_gemma":[0.01167082,0.0003233825,0.001001661,0.0003936399,0.001149441,0.001948995,0.0007400361,0.0153904,0.001752794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173962,"about_ca_system_score_gemma":0.001309321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767443,"about_ca_topic_score_gemma":0.006371689,"domain_scores_codex":[0.9989485,0.0003059786,0.0002080602,0.00008222298,0.0002621232,0.000193136],"domain_scores_gemma":[0.9969169,0.001680565,0.0003799327,0.00007718975,0.0004156189,0.0005298229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004744052,0.000326759,0.02536606,0.0003805905,0.0001945942,0.06575472,0.0009945602,0.0003046416,0.001633413,0.006507008,0.8482087,0.04985453],"study_design_scores_gemma":[0.0007822073,0.0007195243,0.02488575,0.001672739,0.000193273,0.08164174,0.003396012,0.001496297,0.001217643,0.02686224,0.8569311,0.0002014866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005461586,0.002812596,0.0001914096,0.9752436,0.01184749,0.00001320964,0.00002993835,0.00002370904,0.004376461],"genre_scores_gemma":[0.06320594,0.004153309,0.0007333601,0.8680439,0.0572916,0.00003893626,0.00004123547,0.00002510847,0.006466592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01897104,"threshold_uncertainty_score":0.01262188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566524400530157,"score_gpt":0.2537657115270232,"score_spread":0.2381004675217216,"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."}}