{"id":"W4389635530","doi":"10.1016/j.ebiom.2023.104913","title":"Paediatric blood pressure percentiles from United States of America electronic health records","year":2023,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Health records; Electronic health record; Percentile; Medicine; Blood pressure; Environmental health; Political science; Statistics; Health care; Internal medicine; Law","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":[0.0002719855,0.0002106584,0.0009267771,0.0006256406,0.00009877858,0.000004798675,0.0001137852,0.00008156028,0.0003558213],"category_scores_gemma":[0.0001012903,0.0001551356,0.0001040793,0.001884669,0.0001844881,0.00003281235,0.0000935251,0.0002788438,0.00006602998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007863636,"about_ca_system_score_gemma":0.0001396341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859106,"about_ca_topic_score_gemma":0.00003038128,"domain_scores_codex":[0.9980752,0.00008457522,0.0004881161,0.0003506444,0.0004695943,0.0005318386],"domain_scores_gemma":[0.9987291,0.0002702414,0.0001982779,0.000400147,0.0002025959,0.0001997174],"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":[0.000439646,0.0007307982,0.02309231,0.0008069373,0.005236713,0.0001461804,0.005257471,0.00001666876,0.00564879,0.00003306449,0.9157959,0.04279549],"study_design_scores_gemma":[0.003699109,0.002144735,0.04493468,0.0002770225,0.004554296,0.00002576034,0.002802958,0.0009400824,0.0005466212,0.0002110057,0.9396616,0.0002021336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186495,0.2985327,0.0001184457,0.07802045,0.001018009,0.001239704,0.0006217507,0.0009346539,0.0008648406],"genre_scores_gemma":[0.9424331,0.04145655,0.0003547017,0.00952669,0.0009047561,0.00002561042,0.002319081,0.00005603468,0.002923439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3237836,"threshold_uncertainty_score":0.6326246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695262866034923,"score_gpt":0.2777415721822062,"score_spread":0.260788943521857,"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."}}