{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004421508,0.0005249419,0.001154652,0.0004658058,0.0001943601,0.00006459533,0.0001053538,0.0009204302,0.0000616139],"category_scores_gemma":[0.0001945049,0.0004044039,0.0004036314,0.0002624894,0.0001957085,0.00007407412,0.00009779924,0.001958661,0.00010544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006058353,"about_ca_system_score_gemma":0.00007410424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000207174,"about_ca_topic_score_gemma":0.000001599076,"domain_scores_codex":[0.9970062,0.00009026928,0.0005293349,0.0009218146,0.0008670798,0.0005852441],"domain_scores_gemma":[0.9981694,0.00009045254,0.0001776549,0.0008496719,0.0005172354,0.0001955899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007951499,0.00004215752,0.0002910817,0.0003027084,0.0001332626,0.005902153,0.00002550178,8.56248e-7,0.008074118,9.729052e-7,0.9760944,0.009053233],"study_design_scores_gemma":[0.0008559023,0.0002074943,0.00081255,0.001276234,0.001765853,0.007147109,0.00004082801,0.005508899,0.0002079168,0.00003759576,0.9816515,0.0004880882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1051027,0.01127276,0.00119997,0.8762397,0.0007437779,0.0006208894,0.00001417165,0.0004753715,0.004330752],"genre_scores_gemma":[0.01324965,0.0029787,0.00553875,0.9667636,0.004190451,0.000006125847,0.0009083538,0.0001805895,0.006183758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09185301,"threshold_uncertainty_score":0.9998408,"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."}}