{"id":"W3108790200","doi":"10.23736/s0390-5616.20.04959-0","title":"Carotid plaque vulnerability on magnetic resonance imaging and risk of future ischemic events: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Neurosurgical Sciences","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Meta-analysis; Vulnerability (computing); Radiology; Cardiology; Internal medicine; Computer security","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":[0.009860897,0.00255045,0.01653317,0.005610848,0.0006154452,0.002901359,0.002038859,0.00204707,0.003210558],"category_scores_gemma":[0.02568781,0.001540046,0.0284577,0.007143587,0.0006773585,0.00139499,0.001249688,0.001445815,0.0002829563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165705,"about_ca_system_score_gemma":0.003224324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00834569,"about_ca_topic_score_gemma":0.01652377,"domain_scores_codex":[0.9939309,0.002662102,0.001634951,0.0008109406,0.0007057948,0.0002552278],"domain_scores_gemma":[0.9841064,0.0115627,0.002586352,0.0004073782,0.001137322,0.0001998825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001514014,0.00002807187,0.009323785,0.4294255,0.547125,0.0002017153,0.0001022846,0.0007463965,0.0002229433,0.000122233,0.0007407547,0.01044728],"study_design_scores_gemma":[0.0004312324,0.0001513671,0.006295097,0.02684036,0.9645357,0.000116037,0.00003747652,0.0002597417,0.00009489851,0.0001480593,0.001064996,0.00002505593],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008043973,0.9901204,0.0004152734,0.0001734698,0.00009297975,0.0002300222,0.0006600968,0.0000217974,0.0002420356],"genre_scores_gemma":[0.182293,0.8125141,0.001944408,0.0006056346,0.0002539688,0.001171014,0.0008851053,0.00002088339,0.0003119406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01653317,"threshold_uncertainty_score":0.05215007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553157961411222,"score_gpt":0.3230275092882887,"score_spread":0.2874959296741764,"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."}}