{"id":"W4372284117","doi":"10.3389/falgy.2023.1101247","title":"COVID vaccine evaluation of barriers and resources among families of children with diagnosed allergies","year":2023,"lang":"en","type":"article","venue":"Frontiers in Allergy","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; George & Fay Yee Centre for Healthcare Innovation; Montreal Children's Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Allergy; Coronavirus disease 2019 (COVID-19); Environmental health; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Virology; Immunology; Outbreak; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443693,0.0002516252,0.0002918939,0.0008437905,0.0007444967,0.0005457245,0.0004056086,0.0003422685,0.002565384],"category_scores_gemma":[0.006826664,0.0001830445,0.0005308176,0.0007454637,0.0002285858,0.0006462596,0.000740494,0.0005144831,0.0001419067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239243,"about_ca_system_score_gemma":0.001262759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201266,"about_ca_topic_score_gemma":0.02762409,"domain_scores_codex":[0.9992473,0.0002595144,0.00007194986,0.00007612754,0.0001320556,0.000213],"domain_scores_gemma":[0.9969602,0.0006591473,0.001495864,0.00005499113,0.0003548198,0.0004750215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003171699,0.00004723691,0.9972646,0.00002141791,0.00001506927,0.0000642583,0.0005943727,0.0000197579,0.00002467868,0.00001001998,0.0001192844,0.001787543],"study_design_scores_gemma":[0.000004210307,0.0001511097,0.9957411,0.00003537526,0.0000155917,0.0001334155,0.003359363,0.0001349266,0.00004835566,0.00001385418,0.0003579519,0.000004653298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990839,0.0001823964,0.00002632816,0.0001070172,0.000002569641,0.00001774692,0.0002643192,0.000001571286,0.0003142406],"genre_scores_gemma":[0.9993588,0.00014324,0.00009201134,0.00003281629,0.000003807531,0.00003371049,0.0002062003,7.721302e-7,0.0001286903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201266,"threshold_uncertainty_score":0.06365269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202056064240581,"score_gpt":0.2628454257467228,"score_spread":0.250824865104317,"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."}}