{"id":"W4390354570","doi":"10.4103/jiaomr.jiaomr_225_22","title":"Prevalence of Carotid Atheroma Plaque on Panoramic Imaging in Type II Diabetes Mellitus Patients: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Journal of Indian Academy of Oral Medicine and Radiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Atheroma; Stroke (engine); Carotid arteries; Referral; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332063,0.0003736146,0.005422836,0.0008648021,0.00002640655,0.00000189245,0.0002801754,0.0002668133,0.00006091455],"category_scores_gemma":[0.001393273,0.0002168003,0.0005486839,0.0004803616,0.0003339612,0.00006198954,0.00004444453,0.0007971575,0.000003879213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009200083,"about_ca_system_score_gemma":0.0002135184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000054692,"about_ca_topic_score_gemma":2.88964e-7,"domain_scores_codex":[0.9959397,0.0006209846,0.002466505,0.0002570101,0.0004290082,0.0002868443],"domain_scores_gemma":[0.9968062,0.0004852655,0.002164529,0.0001959864,0.0001358669,0.0002121327],"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":[0.00002317295,0.0001194591,0.007194851,0.968044,0.0006464758,0.00002727559,0.0002011989,2.299144e-7,0.000002522508,0.00001441424,0.0008541251,0.0228722],"study_design_scores_gemma":[0.001356079,0.002106387,0.004171437,0.9806514,0.006903695,0.000737371,0.00006777933,7.42008e-7,0.000002760614,0.00002543609,0.003796255,0.0001806713],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01054158,0.9872275,1.25143e-7,0.0005153869,0.0001670804,0.001495083,0.00002403173,0.00000625337,0.00002296518],"genre_scores_gemma":[0.005082214,0.9940378,0.00001321307,0.0005948452,0.0001674314,0.00001931335,0.00001740056,0.00003774783,0.00003002655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02269153,"threshold_uncertainty_score":0.884086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413557427894561,"score_gpt":0.3359440587548314,"score_spread":0.3018084844758858,"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."}}