{"id":"W2046038373","doi":"10.1038/ncpneph0375","title":"A new look at an old problem: therapy of chronic hyponatremia","year":2006,"lang":"en","type":"review","venue":"Nature Clinical Practice Nephrology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Hyponatremia; Diuresis; Intensive care medicine; Medicine; Key (lock); Psychology; Internal medicine; Computer science; Renal function; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00156651,0.0007415919,0.003964102,0.0002717852,0.00007976048,0.00001618977,0.0005664949,0.005787648,0.0005173947],"category_scores_gemma":[0.001621517,0.0005486737,0.001450723,0.0005368186,0.0003213293,0.0002427342,0.0001460147,0.007823963,0.0002044575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058909,"about_ca_system_score_gemma":0.003766841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405255,"about_ca_topic_score_gemma":0.0002560565,"domain_scores_codex":[0.9939635,0.00122404,0.002272847,0.001207978,0.0006014612,0.0007301894],"domain_scores_gemma":[0.9904037,0.005639075,0.002022001,0.001165754,0.0003567368,0.0004127327],"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":[0.001736808,0.001206602,0.00001252103,0.001790007,0.001128863,0.0001786,0.000007109147,2.99875e-7,0.00003404477,0.0009253186,0.1198335,0.8731464],"study_design_scores_gemma":[0.003074457,0.00695348,0.0002688604,0.0008325704,0.003513764,0.001005856,0.000002286387,0.000003404098,0.000001540116,0.0005601665,0.9833815,0.0004020758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004274463,0.9723117,0.00001555706,0.00341362,0.0002495977,0.001900964,0.00001558819,0.00009161102,0.02195865],"genre_scores_gemma":[0.0000211572,0.9760579,0.002557877,0.01308122,0.003304919,0.00005250212,0.0005734383,0.0001494364,0.004201574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8727443,"threshold_uncertainty_score":0.9996965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05072470580553473,"score_gpt":0.4482713829451054,"score_spread":0.3975466771395707,"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."}}