{"id":"W4393989530","doi":"10.1177/20552173241238627","title":"Subclinical atherosclerosis in multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Medicine; Subclinical infection; Multiple sclerosis; Internal medicine; Logistic regression; Framingham Risk Score; Cardiology; Odds ratio; Disease; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001971874,0.0002794005,0.0004408876,0.001361003,0.0002648139,0.0006389971,0.0002201382,0.0003109664,0.001739526],"category_scores_gemma":[0.005063819,0.0001218798,0.0002835658,0.001297583,0.0004851288,0.0003465976,0.0005121283,0.0005121241,0.0001499801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502509,"about_ca_system_score_gemma":0.0006176176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075245,"about_ca_topic_score_gemma":0.001057983,"domain_scores_codex":[0.9990801,0.0004932462,0.0001022954,0.00008949786,0.0001949325,0.00003991141],"domain_scores_gemma":[0.9966264,0.001432315,0.00129692,0.0001428598,0.0002693394,0.0002322708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008683781,0.0002253504,0.8809103,0.002654857,0.0006779124,0.0007230896,0.0006295377,0.0002368607,0.001910022,0.001651993,0.0023824,0.1071293],"study_design_scores_gemma":[0.00006375218,0.0006461806,0.9867572,0.0005854074,0.0003365058,0.003243337,0.000220858,0.000296477,0.0003508384,0.002868209,0.004619167,0.000012184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058439,0.178403,0.001542667,0.003647952,0.0003401726,0.00007920319,0.0006526184,0.00003920184,0.009451385],"genre_scores_gemma":[0.9823131,0.0158823,0.000606621,0.0002094114,0.0004351845,0.00003946483,0.0001544112,0.000002232743,0.000357269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001971874,"threshold_uncertainty_score":0.01042837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2987553641126069,"score_gpt":0.4099666718416961,"score_spread":0.1112113077290892,"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."}}