{"id":"W4225099298","doi":"10.53350/pjmhs22164100","title":"Frequency of Hyponatremia in Chronic Obstructive Pulmonary Disease Patients","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"COPD; Hyponatremia; Medicine; Pulmonary disease; Internal medicine; Intensive care 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":[0.0003089071,0.0001306353,0.0002576018,0.0006616208,0.0004221928,0.000458191,0.0001582307,0.0004186845,0.001418842],"category_scores_gemma":[0.001074109,0.0001689613,0.0001944244,0.0007039037,0.0002034766,0.0003840663,0.0002578712,0.000353412,0.0001307644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220256,"about_ca_system_score_gemma":0.0002501524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527865,"about_ca_topic_score_gemma":0.002369215,"domain_scores_codex":[0.9996874,0.00006462065,0.00006202926,0.00005783622,0.00007463928,0.00005340932],"domain_scores_gemma":[0.9991137,0.0001267699,0.0005042966,0.00002421201,0.0000876362,0.0001433536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004045958,0.00002160214,0.9991379,0.00001182129,0.000009879641,0.0000867979,0.00005035012,0.00000427044,0.0001187613,0.000004176044,0.00003601512,0.0004779392],"study_design_scores_gemma":[0.00000292392,0.00009207016,0.9987559,0.000006949863,0.000007184892,0.0007860461,0.0002023596,0.00002859606,0.0000286717,0.000006133034,0.00008116868,0.000001867743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999123,0.0003847824,0.00002222901,0.00004606903,0.000005335324,0.000005598697,0.0001226538,0.000001230278,0.0002890655],"genre_scores_gemma":[0.9996067,0.0001464221,0.00003432011,0.00002712757,0.00001133142,0.000004870464,0.0001069144,3.373747e-7,0.00006208538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527865,"threshold_uncertainty_score":0.004746437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006774561620663888,"score_gpt":0.2294303811406121,"score_spread":0.2226558195199482,"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."}}