{"id":"W3164212696","doi":"10.20452/pamw.16014","title":"Serum matrix metalloproteinase-9 activity in obstructive sleep apnea","year":2021,"lang":"en","type":"letter","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Matrix metalloproteinase 9; Matrix metalloproteinase; Medicine; Sleep apnea; Internal medicine; Metalloproteinase; Matrix (chemical analysis); Chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001044677,0.0004273034,0.0005251479,0.00115381,0.0003314903,0.0005689923,0.000333728,0.0005258469,0.001889038],"category_scores_gemma":[0.00142791,0.0002259054,0.0002774,0.001187009,0.0002638891,0.0003510033,0.0004146009,0.0006812591,0.0002837053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756874,"about_ca_system_score_gemma":0.0004741907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003129748,"about_ca_topic_score_gemma":0.005150316,"domain_scores_codex":[0.9994115,0.0002135789,0.00009373123,0.00008186134,0.0001360198,0.00006323426],"domain_scores_gemma":[0.9991106,0.0002200941,0.0003483806,0.00003973497,0.000133749,0.000147439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002204211,0.0002358099,0.978384,0.0002970395,0.0001860024,0.0007428105,0.0001588575,0.00009077058,0.008261691,0.0001187189,0.0005724041,0.008747565],"study_design_scores_gemma":[0.00002854483,0.0004174294,0.9973889,0.00003422085,0.00003532822,0.000740529,0.00006868623,0.0002306257,0.0004317647,0.00004187264,0.0005758776,0.000006181535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9844583,0.009623706,0.0008059498,0.0001334274,0.00008489157,0.0002283736,0.001682076,0.00002881195,0.002954404],"genre_scores_gemma":[0.994134,0.002150463,0.001134792,0.0000753526,0.00006557852,0.0002048433,0.001045994,0.00000438729,0.001184632],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003129748,"threshold_uncertainty_score":0.006319523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618501813381462,"score_gpt":0.3081339779232045,"score_spread":0.2819489597893898,"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."}}