{"id":"W4388035265","doi":"10.1161/circulationaha.123.066680","title":"ChaMP-CMD: A Phenotype-Blinded, Randomized Controlled, Cross-Over Trial","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation Leducq; King's College London; British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Angina; Amlodipine; Randomized controlled trial; Ranolazine; Internal medicine; Cardiology; Bruce protocol; Canadian Cardiovascular Society; Coronary artery disease; Heart rate; Blood pressure; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002237968,0.001407212,0.002990114,0.0006019661,0.000580233,0.0009421222,0.0009868315,0.002539546,0.01257139],"category_scores_gemma":[0.003388844,0.0005091012,0.001201271,0.0006428387,0.001098828,0.0009380248,0.0006108019,0.001589831,0.001227917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730809,"about_ca_system_score_gemma":0.002183862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289481,"about_ca_topic_score_gemma":0.002701478,"domain_scores_codex":[0.9987998,0.0006685341,0.00009129105,0.0002045104,0.000126277,0.0001094559],"domain_scores_gemma":[0.9988018,0.0002602092,0.0003680048,0.00009339957,0.0001403215,0.0003360915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9711448,0.004893518,0.001087456,0.001668603,0.001025465,0.00003785258,0.00003562159,0.0002041813,0.001177256,0.0002460591,0.00283309,0.0156461],"study_design_scores_gemma":[0.9813412,0.01537501,0.001738368,0.00008474983,0.0002868614,0.00002172015,0.000009825626,0.0001616593,0.00008770013,0.000107235,0.0007761829,0.000009336872],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527484,0.01191873,0.001489035,0.003989202,0.001752338,0.01391618,0.004024898,0.0005635355,0.009597771],"genre_scores_gemma":[0.9107305,0.007708825,0.01103952,0.007510123,0.002257134,0.04367395,0.004014123,0.00005972527,0.01300621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257139,"threshold_uncertainty_score":0.04205549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836082363998479,"score_gpt":0.3352434583634554,"score_spread":0.3068826347234707,"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."}}