{"id":"W2141558365","doi":"10.1161/hypertensionaha.107.095638","title":"Vascular Remodeling, Retinal Arteries, and Hypertension","year":2007,"lang":"en","type":"letter","venue":"Hypertension","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Vascular resistance; Pathophysiology; Lumen (anatomy); Blood pressure; Pathophysiology of hypertension; Internal medicine; Cardiology; Central retinal artery; Hemodynamics; Pathology","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":[0.001064154,0.0004832741,0.00129163,0.000607325,0.001726122,0.001295005,0.0006928097,0.01594481,0.005081536],"category_scores_gemma":[0.007961803,0.0003733546,0.0005206467,0.0004853614,0.001286961,0.001177976,0.0003981863,0.01056262,0.001603749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362505,"about_ca_system_score_gemma":0.001088154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405682,"about_ca_topic_score_gemma":0.009665244,"domain_scores_codex":[0.9992717,0.0003212414,0.00006858474,0.00006317129,0.0001841726,0.00009117145],"domain_scores_gemma":[0.9978918,0.001411466,0.0001291206,0.00008014294,0.000218314,0.0002691886],"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":[0.000728177,0.0004459787,0.03813384,0.0002028916,0.0001333377,0.07540184,0.0003126124,0.0003023757,0.0006801748,0.00750672,0.824511,0.05164102],"study_design_scores_gemma":[0.001922329,0.001016351,0.09367675,0.001412232,0.0006532652,0.26794,0.00250938,0.01021164,0.002107462,0.05921553,0.5591125,0.000222569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01302062,0.005215582,0.0003773369,0.9549112,0.008127104,0.00003285025,0.00009583824,0.00007049175,0.01814894],"genre_scores_gemma":[0.1544136,0.009573741,0.001550867,0.642284,0.1700665,0.0001102358,0.0001089528,0.00006066963,0.02183146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01594481,"threshold_uncertainty_score":0.01699942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372478292268252,"score_gpt":0.2501208027679956,"score_spread":0.2163960198453131,"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."}}