{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008208354,0.0002640561,0.0004676879,0.0002257397,0.0005236484,0.0001014579,0.0001994802,0.00008715808,0.0003164376],"category_scores_gemma":[0.0001075606,0.0002262487,0.0002795976,0.0003539028,0.0001361221,0.000334086,0.0001059859,0.0008931746,0.00001609218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241885,"about_ca_system_score_gemma":0.0003369069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118428,"about_ca_topic_score_gemma":0.0001757737,"domain_scores_codex":[0.9968093,0.0002951512,0.0008178466,0.0005284407,0.001141784,0.0004074684],"domain_scores_gemma":[0.9987001,0.0005940631,0.000155346,0.000181547,0.0001105795,0.0002583813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007283553,0.002897766,0.9607441,0.00002660537,0.000117025,0.0000488623,0.0006200144,0.00008002013,0.01990046,0.00004742154,0.00006944796,0.008164704],"study_design_scores_gemma":[0.01472366,0.001089316,0.9744417,0.0001179268,0.00005687058,0.00007979436,0.0006580505,0.004026234,0.002913499,0.00005280807,0.001566381,0.0002737439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937843,0.003361474,0.0002062779,0.001614536,0.0002108643,0.0006103382,0.0001023259,0.00003687762,0.00007299516],"genre_scores_gemma":[0.9941411,0.0001390582,0.0006949489,0.004552203,0.0002296232,0.0001372925,0.00004773904,0.00004143591,0.00001657235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698696,"threshold_uncertainty_score":0.9226154,"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."}}