{"id":"W2959328898","doi":"10.1016/j.sleep.2019.07.002","title":"Urinary EPCR and dermcidin as potential novel biomarkers for severe adult OSA patients","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Department of Biotechnology, Ministry of Science and Technology, India; All-India Institute of Medical Sciences; Ministry of Science and Technology, Government of Nepal","keywords":"Medicine; Urinary system; Intensive care medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0003066712,0.0002911291,0.0005145998,0.0003105779,0.0001054058,0.00001209489,0.0001577394,0.0001707153,0.0009092092],"category_scores_gemma":[0.0007381412,0.0002275797,0.00009996595,0.0002800813,0.0003089616,0.0001392395,0.0001461487,0.0002694817,0.0001264167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346647,"about_ca_system_score_gemma":0.00004243281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009803052,"about_ca_topic_score_gemma":0.000003400102,"domain_scores_codex":[0.9975407,0.00004036966,0.0003920466,0.0006160366,0.0008271477,0.0005837696],"domain_scores_gemma":[0.9982218,0.0001728755,0.000116615,0.000451408,0.0005940443,0.0004432336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01209079,0.002242336,0.665686,0.002290571,0.002042221,0.0002592907,0.001254248,0.000004531798,0.1244736,0.001962829,0.007883954,0.1798097],"study_design_scores_gemma":[0.09685313,0.01575169,0.8578551,0.0008629189,0.001038409,0.00120702,0.00296042,0.005944259,0.006579616,0.000835631,0.009128888,0.0009829412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875,0.0003568719,0.0005839434,0.004061622,0.0008795001,0.00224817,0.0000537836,0.00006453379,0.004251618],"genre_scores_gemma":[0.9959953,0.00003515582,0.001276236,0.0009879105,0.0004153917,0.00009002545,0.0002414408,0.00006433918,0.0008942334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921691,"threshold_uncertainty_score":0.9955204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103844891622508,"score_gpt":0.279350528841385,"score_spread":0.2689660396791342,"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."}}