{"id":"W2535839656","doi":"10.1016/j.jcmg.2016.08.002","title":"Primary and Secondary Prevention, or Subclinical and Clinical Atherosclerosis ∗","year":2016,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary (astronomy); Primary prevention; Subclinical infection; Secondary prevention; Medicine; Internal medicine; Cardiology; Physics; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001543239,0.00045792,0.00155522,0.0001775932,0.0001403123,0.0001201885,0.0001525802,0.0005971554,0.0004141],"category_scores_gemma":[0.0006128571,0.0003349084,0.002381795,0.00009982273,0.0004177875,0.0001864433,0.000385827,0.001683229,0.00004725165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009888592,"about_ca_system_score_gemma":0.0003067648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719306,"about_ca_topic_score_gemma":0.000004004097,"domain_scores_codex":[0.99643,0.0004151009,0.001053143,0.001047109,0.0005706497,0.0004839943],"domain_scores_gemma":[0.9972957,0.0009315042,0.0002073388,0.001144021,0.0002009071,0.0002205476],"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":[0.00008438748,0.00008620148,0.04698572,0.0008119745,0.00303513,0.001280514,0.0000150286,4.389554e-8,0.000004234056,0.000003783682,0.5441115,0.4035814],"study_design_scores_gemma":[0.003813529,0.0002464444,0.1545969,0.001787126,0.003594031,0.00138335,0.00001776788,0.00001376739,0.000003038611,0.00008963002,0.8340549,0.000399509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05998574,0.1177921,0.01419641,0.7867544,0.005369628,0.004684632,0.000604588,0.0007173734,0.009895202],"genre_scores_gemma":[0.0185655,0.06972072,0.01017576,0.8297995,0.03894359,0.0003526128,0.001512049,0.0008151105,0.03011518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4031819,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194829359841262,"score_gpt":0.3236560906504842,"score_spread":0.2817077970520716,"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."}}