{"id":"W4281294196","doi":"10.1177/20552173221102067","title":"Attitudes toward coronavirus disease 2019 vaccination in people with multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vaccination; Medicine; Influenza vaccine; Multiple sclerosis; Adverse effect; Logistic regression; Population; Disease; Coronavirus disease 2019 (COVID-19); Demography; Environmental health; Immunology; Internal medicine; Infectious disease (medical specialty)","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":[0.00128016,0.0001468987,0.000186098,0.0006612029,0.0005445144,0.000640715,0.0001628949,0.0005903097,0.002520672],"category_scores_gemma":[0.004966113,0.0001734778,0.0004831656,0.0004830566,0.0003209252,0.000618172,0.0005369157,0.000637034,0.0003381391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035876,"about_ca_system_score_gemma":0.0003337595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012881,"about_ca_topic_score_gemma":0.01154401,"domain_scores_codex":[0.9994018,0.0002165357,0.00006625092,0.00006152357,0.0001537593,0.0001000942],"domain_scores_gemma":[0.997731,0.0004025406,0.001213323,0.00004475382,0.0002571971,0.0003512133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003495896,0.00006691551,0.9950512,0.00002627328,0.00002981736,0.00004921953,0.001408664,0.00003061211,0.00008339294,0.0000157181,0.0002093076,0.002993842],"study_design_scores_gemma":[0.000006455234,0.0001879175,0.9960829,0.00005463697,0.00002085527,0.0001528912,0.002805984,0.0001520785,0.00003635423,0.0000313594,0.0004633204,0.000005259351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980977,0.0002018213,0.00002932312,0.0005029139,0.00001465917,0.000009533241,0.00009850178,0.000001955834,0.001043621],"genre_scores_gemma":[0.999414,0.0001270848,0.00002769651,0.0001640716,0.00001765945,0.00000659642,0.00005175316,4.987083e-7,0.0001906939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012881,"threshold_uncertainty_score":0.02561206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2104961545963404,"score_gpt":0.4106501778545134,"score_spread":0.200154023258173,"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."}}