{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363401,0.0006431843,0.0007639163,0.0008780973,0.0003127389,0.001147301,0.0003498039,0.0006822662,0.001021661],"category_scores_gemma":[0.00137856,0.000190412,0.000488156,0.0005765549,0.0002410431,0.0005716523,0.0004553396,0.0007832674,0.0001502503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635155,"about_ca_system_score_gemma":0.0003004499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000927696,"about_ca_topic_score_gemma":0.001918893,"domain_scores_codex":[0.9996201,0.00009685582,0.0000579874,0.000073141,0.000096356,0.00005540251],"domain_scores_gemma":[0.9994486,0.0001587302,0.0001708977,0.00002186391,0.00008635831,0.0001136248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002812597,0.0002859998,0.9453582,0.0002299145,0.0004134982,0.0006551917,0.0001267023,0.0002350079,0.01165966,0.0002320114,0.0006329452,0.03735848],"study_design_scores_gemma":[0.000118401,0.00118066,0.9835358,0.00008989369,0.0003741661,0.001457961,0.0004001048,0.004815459,0.005434146,0.0003764654,0.002182807,0.00003414375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837862,0.01166643,0.001217666,0.0002846478,0.0001532816,0.00007416536,0.000609701,0.00004700545,0.002160889],"genre_scores_gemma":[0.9955316,0.001185103,0.001846344,0.0001347717,0.00009809349,0.00003222233,0.0003492467,0.00000402428,0.000818543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147301,"threshold_uncertainty_score":0.00341779,"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."}}