{"id":"W4415774836","doi":"10.71000/yt67zy08","title":"ROLE OF AI IN PREDICTING CARDIOVASCULAR RISK USING ROUTINE DENTAL IMAGING: A SYSTEMATIC REVIEW","year":2025,"lang":"","type":"article","venue":"Insights-Journal of Life and Social Sciences","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; MEDLINE; Risk assessment; Prospective cohort study; Subclinical infection; Disease; Coronary artery disease; Cochrane Library; Predictive value of tests","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01443916,0.002249368,0.009805548,0.00752043,0.0005474102,0.003430255,0.002558631,0.00233977,0.003814209],"category_scores_gemma":[0.07937247,0.001285039,0.01672943,0.006975445,0.0008584951,0.002381225,0.001415495,0.001554931,0.0003849964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684954,"about_ca_system_score_gemma":0.008726369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009674679,"about_ca_topic_score_gemma":0.02196378,"domain_scores_codex":[0.9894997,0.004274952,0.003460475,0.0009464666,0.00161103,0.0002071709],"domain_scores_gemma":[0.9301546,0.05878445,0.006635961,0.000876964,0.003272664,0.0002754653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003173775,0.00002064694,0.00228206,0.9275841,0.03651499,0.00004649675,0.0001001348,0.0002727046,0.00005393872,0.0001639795,0.0008183155,0.03182542],"study_design_scores_gemma":[0.0003940923,0.0002287145,0.006460272,0.712967,0.2712319,0.0002004569,0.0001376633,0.0004840579,0.0001302176,0.0005030728,0.00719748,0.00006511745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001071362,0.9975156,0.0003371032,0.0002028591,0.00007229255,0.0002400435,0.0003851235,0.00001382896,0.000161819],"genre_scores_gemma":[0.03276889,0.9637498,0.001487079,0.0005513876,0.000136909,0.000783199,0.0004204815,0.00001226488,0.00009002078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01443916,"threshold_uncertainty_score":0.07636243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616549173604048,"score_gpt":0.2970086077444364,"score_spread":0.2808431160083959,"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."}}