{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009839102,0.00009867301,0.0002611428,0.0002967053,0.0001289114,0.00001493569,0.0001776994,0.00007850963,0.0001127639],"category_scores_gemma":[0.0006354333,0.00008952444,0.00003308296,0.0005827354,0.0000895108,0.0001826556,0.00004102219,0.00006360558,7.95507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005525151,"about_ca_system_score_gemma":0.0002132343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935629,"about_ca_topic_score_gemma":0.01026463,"domain_scores_codex":[0.9986062,0.0002316928,0.0002383401,0.0001996856,0.0005143284,0.0002097387],"domain_scores_gemma":[0.9994146,0.00007676353,0.0001413056,0.0001476091,0.0001182708,0.0001014491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006616111,0.00001473484,0.9572437,0.00001277829,0.0001150305,0.000002384812,0.02205788,0.001529074,0.00001100672,0.0001741662,0.01563529,0.003137815],"study_design_scores_gemma":[0.001322813,0.00007543308,0.9610817,0.00005042413,0.00002747141,1.416615e-7,0.03376514,0.0004755766,0.00006476287,0.0009192402,0.002103084,0.0001142232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995532,0.001503861,0.00005079669,0.0003337066,0.0001211803,0.0002892133,0.000007361278,0.0000361672,0.002125687],"genre_scores_gemma":[0.9959519,0.003446829,0.0002538891,0.00002729115,0.00004362075,0.00002648382,0.00001159437,0.00001071988,0.0002277107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353221,"threshold_uncertainty_score":0.5727906,"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."}}