{"id":"W2161703850","doi":"10.1681/asn.2013080895","title":"A Copeptin-Based Classification of the Osmoregulatory Defects in the Syndrome of Inappropriate Antidiuresis","year":2014,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"Bundesministerium für Bildung und Forschung","keywords":"Copeptin; Internal medicine; Medicine; Endocrinology; Intensive care medicine; Vasopressin","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":[],"consensus_categories":[],"category_scores_codex":[0.0009719318,0.00009849299,0.0005308533,0.00005147569,0.00004442645,0.000001889209,0.000446294,0.00006287074,0.00000514461],"category_scores_gemma":[0.0001082184,0.00004783772,0.0005851946,0.0004917712,0.001116524,0.0000234845,0.00003328831,0.0003614178,3.101333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003452503,"about_ca_system_score_gemma":0.0002312286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009179443,"about_ca_topic_score_gemma":0.00001505409,"domain_scores_codex":[0.998441,0.0004272923,0.0004993252,0.00008564155,0.0003867915,0.0001598852],"domain_scores_gemma":[0.9975178,0.0003165146,0.001601405,0.000365873,0.00017261,0.00002584909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006268816,0.0003554817,0.04265257,0.0001014084,0.0002467558,0.00000107882,0.0008712359,0.0001604614,0.9461027,0.0002158053,0.006760155,0.00190549],"study_design_scores_gemma":[0.001071809,0.001296978,0.9909369,0.00006786168,0.0002054892,0.00008512543,0.0007191927,0.0004893129,0.003808025,0.0004031146,0.000875322,0.00004085647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869024,0.0002145518,0.00007751732,0.01247414,0.0000173787,0.0001727347,0.000001583916,0.000001748741,0.0001379288],"genre_scores_gemma":[0.9935256,0.00008897828,0.0003272805,0.005997965,0.00003441999,0.000002247636,4.174579e-7,0.000009820427,0.00001328845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9482843,"threshold_uncertainty_score":0.4113881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309864548276882,"score_gpt":0.2555341372014407,"score_spread":0.2424354917186719,"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."}}