{"id":"W2574886824","doi":"10.1016/j.cjca.2017.01.003","title":"Rational Medical Therapy Is the Key to Effective Cardiovascular Disease Prevention","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Stroke (engine); Blood pressure; Aldosterone; Atrial fibrillation; Internal medicine; Myocardial infarction; Intensive care medicine; Bioinformatics; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001521316,0.0002306121,0.00197818,0.0003352282,0.0002239878,0.00003295759,0.0003291009,0.0003316349,0.0001095733],"category_scores_gemma":[0.001373477,0.0001297038,0.00250294,0.00009811957,0.0001810324,0.00004313258,0.00001759304,0.0005798562,0.00005785169],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735247,"about_ca_system_score_gemma":0.009118684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120642,"about_ca_topic_score_gemma":0.00007640056,"domain_scores_codex":[0.9978286,0.0006174603,0.0005052453,0.0002143574,0.0005874617,0.0002468591],"domain_scores_gemma":[0.9969874,0.0001717823,0.0002690302,0.0005622499,0.0004789879,0.001530533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000428125,0.000001832959,0.00003914787,0.0001659607,0.002705437,0.0006852642,0.00003472727,0.00001894171,6.141589e-8,0.00007411381,0.0150171,0.9812146],"study_design_scores_gemma":[0.0005202261,0.000196211,0.003507744,0.002632477,0.002025039,0.002316621,0.000004220217,0.000003476621,9.624278e-8,0.00006982475,0.9886101,0.0001138974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004087113,0.9930027,0.0006278086,0.003410654,0.0007471758,0.0009324819,0.00002642364,0.000002828179,0.001209118],"genre_scores_gemma":[0.002063578,0.9930906,0.00002076261,0.000705082,0.00357613,0.00003935299,0.0000349335,0.00003034471,0.0004392166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811007,"threshold_uncertainty_score":0.9964987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09264113354273724,"score_gpt":0.3629766140020422,"score_spread":0.270335480459305,"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."}}