{"id":"W4401232458","doi":"10.1080/10408363.2024.2383899","title":"Copeptin as a surrogate marker for arginine vasopressin: analytical insights, current utility, and emerging applications","year":2024,"lang":"en","type":"review","venue":"Critical Reviews in Clinical Laboratory Sciences","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Copeptin; Surrogate endpoint; Vasopressin; Current (fluid); Arginine; Computational biology; Computer science; Medicine; Chemistry; Internal medicine; Biology; Biochemistry; Physics; Thermodynamics","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":[0.004863409,0.001116435,0.001430532,0.001569332,0.0002576561,0.001960023,0.001208087,0.002017943,0.001693145],"category_scores_gemma":[0.003401747,0.0005187137,0.0005455755,0.001539814,0.001767233,0.001879163,0.0008938659,0.002414546,0.00097941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008952257,"about_ca_system_score_gemma":0.001063039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007452147,"about_ca_topic_score_gemma":0.0009164787,"domain_scores_codex":[0.9982851,0.000466385,0.00009874773,0.0004645009,0.0005747686,0.0001103602],"domain_scores_gemma":[0.996841,0.00143825,0.0004271294,0.0001297997,0.0008825244,0.000281305],"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":[0.00120612,0.0002726831,0.01272091,0.008307775,0.0002388478,0.0009217652,0.0003907566,0.001750359,0.1258756,0.01287206,0.0141826,0.8212605],"study_design_scores_gemma":[0.0001933105,0.003280759,0.02606533,0.003999771,0.0006907804,0.009997267,0.001432043,0.01977046,0.1183439,0.04457915,0.7710893,0.0005580331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009465111,0.971484,0.01259353,0.003501146,0.0004415736,0.00003015319,0.0001548242,0.00007746209,0.002252249],"genre_scores_gemma":[0.1278178,0.8364545,0.0241638,0.004424042,0.002973218,0.0001836424,0.0007085791,0.00006783821,0.003206566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004863409,"threshold_uncertainty_score":0.02572048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312753566843104,"score_gpt":0.5652462259030067,"score_spread":0.3339708692186963,"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."}}