{"id":"W4280518754","doi":"10.3390/diagnostics12051249","title":"Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction—A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Diagnostics","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Stroke (engine); Erectile dysfunction; Cardiology; Internal medicine; Coronary artery disease; Biomarker; Disease; Arterial wall; Radiology","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":[0.002347613,0.0007183829,0.001390411,0.00252314,0.0002608489,0.001763646,0.0008004752,0.00134008,0.001596249],"category_scores_gemma":[0.007275586,0.0002407673,0.001134581,0.001832304,0.0006833555,0.001735231,0.0006486943,0.001444891,0.0003415846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00055415,"about_ca_system_score_gemma":0.00192071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385535,"about_ca_topic_score_gemma":0.001726042,"domain_scores_codex":[0.9991997,0.0002282592,0.0002202842,0.0001456797,0.0001801458,0.00002600088],"domain_scores_gemma":[0.9942365,0.00456416,0.0004768681,0.00007663369,0.0005773462,0.00006858671],"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":[0.0001672239,0.00007303453,0.003334477,0.07918879,0.0008548041,0.0002651013,0.0003182884,0.0006284303,0.0004345765,0.008038525,0.01394622,0.8927505],"study_design_scores_gemma":[0.0001069882,0.000635875,0.01856715,0.212859,0.007825146,0.007182159,0.001590834,0.002414305,0.001409424,0.02384751,0.7233338,0.0002278673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002363442,0.9983328,0.0002280688,0.0007733706,0.000119445,0.000006070946,0.00001815753,0.000002805495,0.0002829066],"genre_scores_gemma":[0.00383224,0.9948733,0.0004407061,0.000381203,0.0003574107,0.00001775969,0.00002613712,0.000001597383,0.00006947162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00252314,"threshold_uncertainty_score":0.01241553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03521177269928995,"score_gpt":0.3167779148739532,"score_spread":0.2815661421746632,"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."}}