{"id":"W4404956498","doi":"10.14740/cr1721","title":"A Promising Pathway Toward Mitigation and Eradication of Coronary Artery Disease","year":2024,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Coronary artery disease; Intensive care medicine; Psychological intervention; Personalized medicine; Disease treatment; Cardiology; Internal medicine; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215556,0.0001940737,0.00150721,0.0004822192,0.00005426582,0.00002337754,0.00007761314,0.0002498876,0.000004373125],"category_scores_gemma":[0.001400779,0.0001508368,0.0004065817,0.0003284016,0.0005716706,0.00002832692,0.0001425918,0.0008410555,0.00005954259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136655,"about_ca_system_score_gemma":0.001268315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002499532,"about_ca_topic_score_gemma":5.550293e-8,"domain_scores_codex":[0.997921,0.0006071754,0.0003729858,0.0004680786,0.0003361276,0.0002946601],"domain_scores_gemma":[0.9981906,0.0008030728,0.00006378023,0.0004391175,0.0002609629,0.0002424118],"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":[0.00006560941,0.00003406363,0.002908306,0.06927788,0.0008786588,0.001698059,0.000142952,3.625975e-7,0.00001286286,0.0004698471,0.009416443,0.915095],"study_design_scores_gemma":[0.000450089,0.0002486797,0.006738409,0.03107912,0.004302617,0.002635895,0.00007671056,0.00002781946,0.000003637068,0.001021448,0.9531377,0.0002779054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006019791,0.9964051,0.00003565007,0.0003198118,0.0002505178,0.00113871,0.0001327827,0.00004026878,0.001075158],"genre_scores_gemma":[0.01108261,0.9871505,0.00005831514,0.00001559005,0.0005894633,0.0002323393,0.0005567496,0.00004464855,0.0002697749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9437212,"threshold_uncertainty_score":0.6150944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143616242310087,"score_gpt":0.4446846633797184,"score_spread":0.3010684210696314,"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."}}