{"id":"W4220741790","doi":"10.1016/s0735-1097(22)02440-8","title":"CALCIFIED CAROTID ARTERY ATHEROMA ON STANDARD DENTAL PANORAMIC RADIOGRAPHS: A PUBLIC HEALTH OPPORTUNITY FOR CARDIOVASCULAR RISK REDUCTION","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atheroma; Carotid arteries; Reduction (mathematics); Radiography; Cardiology; Coronary artery calcium; Dentistry; Internal medicine; Radiology; Coronary artery 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006467858,0.000510692,0.0006282829,0.001381162,0.0008202149,0.001721116,0.0005394022,0.002726043,0.005677734],"category_scores_gemma":[0.00391137,0.0003102447,0.0004470771,0.0007133391,0.0005604412,0.001365544,0.0005096375,0.001986907,0.0006643052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840108,"about_ca_system_score_gemma":0.001318181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693353,"about_ca_topic_score_gemma":0.006002619,"domain_scores_codex":[0.9996394,0.00008142595,0.00002781277,0.00004797762,0.0001342056,0.00006927139],"domain_scores_gemma":[0.9987887,0.0004185107,0.0002494031,0.00007595513,0.0002997422,0.0001678053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001068213,0.002200418,0.2220418,0.001066891,0.0002828708,0.007325294,0.0008996262,0.0004066407,0.01198271,0.01105902,0.04577301,0.6958934],"study_design_scores_gemma":[0.0004781513,0.002699659,0.7312402,0.001793145,0.00184875,0.0382287,0.006611669,0.003235047,0.006317803,0.03855012,0.1687477,0.0002490627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3988159,0.1374501,0.01460363,0.3057519,0.004293759,0.0001475618,0.0008836205,0.0009958432,0.1370577],"genre_scores_gemma":[0.935728,0.03176733,0.007777776,0.009132297,0.007823122,0.00003101336,0.0002597921,0.00004652221,0.007434062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677734,"threshold_uncertainty_score":0.01899391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702719746781879,"score_gpt":0.275132201670055,"score_spread":0.2481050042022362,"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."}}