{"id":"W6887683915","doi":"10.17605/osf.io/5kctr","title":"A Protocol for Development and Validation of a Diagnostic Model – The Hypertension Population Risk Tool (HTNPoRT) – to Predict Hypertension and Describe Risk Profiles: A Population-Based Cross-Sectional Study of Canadians","year":2024,"lang":"en","type":"preprint","venue":"OSF Preprints (OSF Preprints)","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Risk assessment; Epidemiology; Population; Risk factor; Population health; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07420729,0.001800545,0.002321501,0.003453665,0.006358718,0.002809193,0.003354948,0.00301682,0.1561647],"category_scores_gemma":[0.1399721,0.002693729,0.003172654,0.00333208,0.002224313,0.001518663,0.002581158,0.00507929,0.02836577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01248527,"about_ca_system_score_gemma":0.07716557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05745065,"about_ca_topic_score_gemma":0.09098081,"domain_scores_codex":[0.9696034,0.01624116,0.006164013,0.00204341,0.004326189,0.001621916],"domain_scores_gemma":[0.8422573,0.04042,0.005472978,0.02879801,0.0780284,0.005023367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01109878,0.005459168,0.006483955,0.01469891,0.0005712041,0.0009157416,0.008490163,0.003544702,0.004291872,0.01100487,0.7028465,0.2305942],"study_design_scores_gemma":[0.0325814,0.004241508,0.03791248,0.02583966,0.0006678072,0.00063668,0.004302503,0.005991671,0.00833722,0.01325568,0.8652332,0.001000141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004234106,0.0002772229,0.02695484,0.001172204,0.0008999522,0.9243211,0.03372562,0.001077098,0.007337932],"genre_scores_gemma":[0.002306487,0.0001805149,0.0242391,0.0003934743,0.00007432271,0.9651898,0.005470586,0.0001284364,0.002017354],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9425493,"threshold_uncertainty_score":0.5224229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460376386932965,"score_gpt":0.3138307182777128,"score_spread":0.2592269544083831,"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."}}