{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003745627,0.00007281013,0.0001335842,0.0001158824,0.00003510559,9.809285e-7,0.00006784442,0.00001534503,0.0009331735],"category_scores_gemma":[0.00001925189,0.00006795741,0.00006229177,0.0002349287,0.00003035861,0.00004391909,0.00004636995,0.0001690941,0.000004961683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231282,"about_ca_system_score_gemma":0.0002793664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212663,"about_ca_topic_score_gemma":0.00002787194,"domain_scores_codex":[0.9992399,0.00002534067,0.0001659582,0.0001525298,0.0002548367,0.0001614747],"domain_scores_gemma":[0.9997072,0.00001886454,0.00003820721,0.0001309534,0.00003253453,0.00007229565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003840755,0.0006537607,0.9588034,0.00007927276,0.00002347829,0.00009212908,0.00009322853,0.00006647232,0.0187221,0.002918086,0.0003666202,0.01779741],"study_design_scores_gemma":[0.0008444758,0.0002203937,0.9940851,0.000005774059,0.00002526259,0.000002400002,0.00007681737,0.0001898076,0.0002065104,0.004083497,0.0001911708,0.00006874804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428436,0.001422858,0.000001281852,0.0002243445,0.00001965764,0.0002356809,0.0000186881,0.00001409359,0.05521986],"genre_scores_gemma":[0.9988925,0.00001900557,0.00003039151,0.0002049079,0.00001491564,0.0000428929,0.00009084941,0.00001060998,0.0006938988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05604899,"threshold_uncertainty_score":0.9999801,"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."}}