{"id":"W4206620996","doi":"10.1002/acr2.11408","title":"Influenza Vaccine Hesitancy and Its Determinants Among Rheumatology Patients","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"McGill University","keywords":"Medicine; Vaccination; Confidence interval; Odds ratio; Influenza vaccine; Internal medicine; Distrust; Family medicine; Rheumatology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007254224,0.0002346129,0.0007020878,0.0001662677,0.00207844,0.0001203325,0.001232659,0.0001636779,0.002312345],"category_scores_gemma":[0.0005449525,0.0002525824,0.00005249453,0.000382083,0.00004074045,0.000769978,0.00147946,0.0003221814,0.0001128304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102599,"about_ca_system_score_gemma":0.0002315386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114556,"about_ca_topic_score_gemma":0.005455363,"domain_scores_codex":[0.9970407,0.0007031031,0.0006271238,0.0005842622,0.0002996978,0.0007450787],"domain_scores_gemma":[0.9986057,0.0003355699,0.0003658343,0.0003383091,0.0001381095,0.0002164192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008596953,0.0001239139,0.9702104,0.00002542755,0.0000317951,0.0000346888,0.007361247,0.00000161274,0.000003086632,0.01374375,0.00602679,0.002351279],"study_design_scores_gemma":[0.004511587,0.0004562261,0.9148356,0.00005956859,0.00004254108,0.0001446573,0.00565264,0.00007840615,0.00003568598,0.005007443,0.06844041,0.0007352527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930492,0.001254164,0.000003581216,0.0009196693,0.0007125535,0.0008538521,0.00001969656,0.00007258129,0.003114692],"genre_scores_gemma":[0.9978408,0.0005933986,0.00004995551,0.0005957409,0.000009308745,0.0002141318,0.00001208946,0.00003143072,0.0006531409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06241363,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199983227446816,"score_gpt":0.3141484892093253,"score_spread":0.2921486569348571,"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."}}