{"id":"W2044460163","doi":"10.14740/jocmr1984w","title":"Prognosis of Hyponatremia in Elderly Patients With Fragility Fractures","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyponatremia; Medicine; Odds ratio; Confidence interval; Logistic regression; Observational study; Incidence (geometry); Pediatrics; Etiology; Rehabilitation; Internal medicine; Emergency medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008922165,0.0001193056,0.001022974,0.0004856149,0.00003162275,0.000004358324,0.0002367417,0.0001801124,0.0001527753],"category_scores_gemma":[0.01274548,0.00006469949,0.0001559883,0.0005729433,0.0006007194,0.00008490064,0.00003150258,0.002146277,0.000003257796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003867902,"about_ca_system_score_gemma":0.0004279295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008213762,"about_ca_topic_score_gemma":0.00004230115,"domain_scores_codex":[0.9950953,0.0006356516,0.001626645,0.0001948697,0.002090119,0.0003573822],"domain_scores_gemma":[0.9933708,0.003659952,0.0004779027,0.000244237,0.001877013,0.0003701451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004881406,0.001169452,0.81317,0.0001214148,0.00007931627,0.00002519648,0.00008690568,0.000002101328,0.0002270675,0.0000606537,0.003548113,0.1766284],"study_design_scores_gemma":[0.008749063,0.02381795,0.9610705,0.0006948812,0.00006552447,0.000009163378,0.0000810831,0.00003645512,0.0003022593,0.001211109,0.003907776,0.00005417657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798524,0.0006026608,0.00004081928,0.009650889,0.00004999881,0.0002999865,6.285312e-7,0.000003375519,0.009499178],"genre_scores_gemma":[0.9984447,0.0003119777,0.0002966272,0.0003663754,0.0005010896,0.000003179863,0.0000027693,0.0000150033,0.0000583308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765742,"threshold_uncertainty_score":0.9955706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09079830359833355,"score_gpt":0.4986572571128373,"score_spread":0.4078589535145037,"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."}}