{"id":"W4220927861","doi":"10.1136/bmjopen-2021-051907","title":"Effects of ACE inhibitors and angiotensin receptor blockers: protocol for a UK cohort study using routinely collected electronic health records with validation against the ONTARGET trial","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Medical Research Council; GlaxoSmithKline","keywords":"Medicine; Clinical trial; Ramipril; Population; Cohort; Myocardial infarction; Stroke (engine); Internal medicine; Clinical endpoint; Cohort study; Heart failure; Propensity score matching; Intensive care medicine; Emergency medicine; Blood pressure; Environmental health","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":[0.05934924,0.002837961,0.005371967,0.002830735,0.003223195,0.003911684,0.002733251,0.004765676,0.06447393],"category_scores_gemma":[0.07390939,0.003093917,0.004821574,0.004459018,0.002741174,0.003179515,0.00297894,0.004090027,0.0179644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006436193,"about_ca_system_score_gemma":0.01511779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005562875,"about_ca_topic_score_gemma":0.009951868,"domain_scores_codex":[0.9623198,0.02147502,0.009558193,0.002598461,0.002475385,0.00157326],"domain_scores_gemma":[0.9580615,0.01179524,0.007550227,0.007838441,0.01278626,0.001968456],"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":[0.2382906,0.01323523,0.02493845,0.11837,0.003797777,0.00330997,0.008689303,0.00851687,0.005865624,0.02691003,0.3715251,0.176551],"study_design_scores_gemma":[0.2089242,0.02701037,0.08509166,0.04627027,0.002350245,0.001653989,0.003052759,0.005607896,0.002940729,0.0144089,0.6016949,0.0009940106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002466464,0.0004252279,0.003942547,0.0003522909,0.0003174288,0.983136,0.007551358,0.0000791326,0.001729629],"genre_scores_gemma":[0.002016045,0.0001761097,0.002880193,0.0002008619,0.00004077358,0.992713,0.00141776,0.00001083513,0.0005443172],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06447393,"threshold_uncertainty_score":0.3138725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945150447400851,"score_gpt":0.3939714876998898,"score_spread":0.3445199832258812,"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."}}