{"id":"W2146925871","doi":"10.1016/j.ahj.2015.07.032","title":"A cluster randomized trial of objective risk assessment versus standard care for acute coronary syndromes: Rationale and design of the Australian GRACE Risk score Intervention Study (AGRIS)","year":2015,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto; St. Michael's Hospital","funders":"Medical Research Council","keywords":"Medicine; Randomized controlled trial; Risk assessment; Research design; Cluster (spacecraft); Intervention (counseling); Cluster randomised controlled trial; Acute coronary syndrome; Intensive care medicine; Internal medicine; Nursing; Myocardial infarction","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":[0.003480491,0.0001454629,0.0009334653,0.0001531759,0.0001842055,0.00003200534,0.0001003866,0.00004201211,0.00002113246],"category_scores_gemma":[0.00138819,0.00009281297,0.0004232935,0.0002421678,0.0005157012,0.0001289482,0.00007166481,0.0004970364,6.170204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031292,"about_ca_system_score_gemma":0.0006377434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005009347,"about_ca_topic_score_gemma":0.00001839368,"domain_scores_codex":[0.9957539,0.002411317,0.0006266559,0.0001915224,0.0008244033,0.0001921419],"domain_scores_gemma":[0.9965681,0.001152676,0.0007358251,0.0002193846,0.001136772,0.0001871992],"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":[0.9590967,0.0003186902,0.02719716,0.00001961602,0.003105016,0.000008756342,0.002385577,0.0003390064,0.00005757079,0.000003235424,0.005229949,0.002238726],"study_design_scores_gemma":[0.8823763,0.03660763,0.03259258,0.0001201003,0.002829988,0.0002419785,0.04390974,0.0005235717,0.0001750781,0.0001150503,0.0003819375,0.0001260873],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785168,0.0001148412,0.01266752,0.001303004,0.000494978,0.006681729,0.0001901485,0.00000810841,0.00002287371],"genre_scores_gemma":[0.992772,0.000204246,0.006543597,0.0000473771,0.0001285737,0.0001989285,0.000008650555,0.00001833935,0.00007832851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07672044,"threshold_uncertainty_score":0.3784803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07424410430999479,"score_gpt":0.420127493664901,"score_spread":0.3458833893549062,"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."}}