{"id":"W2407490484","doi":"10.1097/hjh.0000000000000969","title":"Methodology and technology for peripheral and central blood pressure and blood pressure variability measurement","year":2016,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Blood pressure; Ambulatory blood pressure; Aortic pressure; Ambulatory; Intensive care medicine; Cardiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001237468,0.0002210014,0.001016013,0.0001578873,0.0001491554,0.00001645875,0.00006491599,0.0002739526,0.00001459068],"category_scores_gemma":[0.001634156,0.0001221739,0.00008464105,0.00007720046,0.0002868761,0.0001236383,0.0001221725,0.0002423581,1.197074e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002915462,"about_ca_system_score_gemma":0.00007817821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007601768,"about_ca_topic_score_gemma":0.000004623695,"domain_scores_codex":[0.9983453,0.0001852475,0.0004801968,0.0003496427,0.0003163597,0.0003232103],"domain_scores_gemma":[0.997714,0.0004440011,0.0002469328,0.0002249673,0.001160567,0.0002095667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001746151,0.0006339366,0.04134395,0.0006096895,0.007874983,0.000219649,0.0003160427,5.5262e-7,0.9151893,0.0004683323,0.00505756,0.02653984],"study_design_scores_gemma":[0.06058305,0.01357161,0.234125,0.00253229,0.1963107,0.0622026,0.0009630484,0.0002799683,0.1110055,0.009941923,0.307297,0.001187329],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6751629,0.2851463,0.001021246,0.03724664,0.0004671474,0.0008307939,0.00002328754,0.00004962183,0.00005206595],"genre_scores_gemma":[0.9820522,0.003528813,0.01324908,0.0007207292,0.0002769085,0.000008302569,3.522626e-7,0.00002186858,0.0001417255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8041838,"threshold_uncertainty_score":0.4982108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07797900984628818,"score_gpt":0.280731620981176,"score_spread":0.2027526111348879,"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."}}