{"id":"W4310731794","doi":"10.1016/j.msard.2022.104444","title":"Stroke Outcomes and Hyperacute Treatment Utilization in Multiple Sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Thrombolysis; Population; Odds ratio; Logistic regression; Multiple sclerosis; Emergency medicine; Internal medicine; Physical therapy; Myocardial infarction; Environmental health","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":[0.001697548,0.0002546529,0.0006314652,0.00214506,0.0008352498,0.001759212,0.0005008345,0.0008835673,0.002471816],"category_scores_gemma":[0.008904967,0.000260091,0.001159931,0.004407577,0.0003343344,0.001317561,0.0009345083,0.00103807,0.0002602125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008046404,"about_ca_system_score_gemma":0.001149436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413092,"about_ca_topic_score_gemma":0.02785156,"domain_scores_codex":[0.998328,0.0006493657,0.000349663,0.0001610527,0.0001866538,0.0003253007],"domain_scores_gemma":[0.9939536,0.001293938,0.003296616,0.0002716634,0.0004769521,0.0007072173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005461127,0.0002023643,0.9956589,0.00007634111,0.0007010683,0.00006960974,0.0001769444,0.00006451314,0.00003857326,0.0000661459,0.0002537431,0.002145676],"study_design_scores_gemma":[0.00002618315,0.00014397,0.9985369,0.00004695444,0.0002195069,0.0001068607,0.0004587044,0.0001040269,0.00003440326,0.00006220127,0.000251705,0.000008386223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950381,0.002610985,0.00002969831,0.0002621061,0.00001420651,0.000007206216,0.0008892738,0.000002841978,0.001145614],"genre_scores_gemma":[0.9978854,0.0009163002,0.00002411506,0.00007204564,0.00003982246,0.00001012952,0.0007804775,0.000001949526,0.0002697085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413092,"threshold_uncertainty_score":0.06786454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061417699426802,"score_gpt":0.2900186955521802,"score_spread":0.1994045185579122,"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."}}