{"id":"W4389795093","doi":"10.1101/2023.12.14.23299991","title":"Association of urinary peptides with hypertension","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Cohort; Blood pressure; Medicine; Body mass index; Pathophysiology; Urinary system; Internal medicine; Population; Cohort study; Endocrinology; Diabetes mellitus; Essential hypertension; Bioinformatics; Physiology; Biology; Environmental health","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":[0.000413859,0.0002272907,0.0003250687,0.0007112331,0.0001886506,0.0005759301,0.000169366,0.0002323339,0.001791915],"category_scores_gemma":[0.001340232,0.00009463519,0.0002432083,0.00108561,0.0001701342,0.0001784785,0.000365347,0.0003265578,0.00017958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025527,"about_ca_system_score_gemma":0.0001220358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006656969,"about_ca_topic_score_gemma":0.0005742303,"domain_scores_codex":[0.9995578,0.00009588151,0.00006098239,0.0001391946,0.00008552474,0.00006060247],"domain_scores_gemma":[0.9982244,0.0004862737,0.0008728789,0.0001022423,0.000151521,0.0001627709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007453421,0.00003068587,0.9761758,0.0002042591,0.0003481716,0.0003330929,0.00005675419,0.00009824489,0.01313658,0.00003139664,0.0002354485,0.008604137],"study_design_scores_gemma":[0.00000496743,0.00006658566,0.9970636,0.00001444297,0.00007504033,0.0008783008,0.00003210735,0.0002108194,0.001228871,0.00005943514,0.0003621186,0.000003735055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936181,0.003339462,0.0004959767,0.00007551222,0.00001574587,0.000006109998,0.0020627,0.00001756332,0.0003687034],"genre_scores_gemma":[0.9976773,0.0005981377,0.000434704,0.00004062091,0.0000319265,0.000005045007,0.001085236,0.000004102946,0.0001229818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791915,"threshold_uncertainty_score":0.005994558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121645382176627,"score_gpt":0.2429978822751638,"score_spread":0.2217814284533975,"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."}}