{"id":"W2594599249","doi":"10.1016/j.jcmg.2017.01.007","title":"Imaging Asymptomatic Individuals for Coronary Disease ∗","year":2017,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Asymptomatic; Cardiology; Medicine; Internal medicine; Coronary disease; Coronary heart 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":[0.001426142,0.001086647,0.002456342,0.000603012,0.0006643526,0.0007294273,0.0006923306,0.0003294133,0.00004330526],"category_scores_gemma":[0.002616241,0.001107642,0.006347278,0.0001407676,0.0003712788,0.0004163625,0.0004092512,0.001881135,0.0001770913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060808,"about_ca_system_score_gemma":0.0007816633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007990604,"about_ca_topic_score_gemma":1.794805e-7,"domain_scores_codex":[0.9941083,0.0002344746,0.0007878595,0.001579136,0.001844052,0.001446232],"domain_scores_gemma":[0.9933902,0.000714584,0.0004350597,0.004398583,0.0005656003,0.0004959956],"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":[0.00002682008,0.00004125183,0.08383869,0.002000551,0.003729985,0.01002256,0.00006368185,0.00003079761,0.000004164918,0.000003941062,0.8695676,0.03067],"study_design_scores_gemma":[0.003589696,0.00001542758,0.06611373,0.002056514,0.01498636,0.002050171,0.00003953023,0.000763276,0.00002352743,0.0003311546,0.9088349,0.001195726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00107345,0.1915937,0.02124177,0.7540571,0.008583616,0.007713981,0.00212779,0.001637617,0.01197093],"genre_scores_gemma":[0.07809459,0.0009337544,0.009517449,0.840692,0.0493801,0.002377952,0.01216176,0.001779384,0.005062939],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.19066,"threshold_uncertainty_score":0.9991373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595494941520315,"score_gpt":0.2713895959294453,"score_spread":0.2554346465142422,"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."}}