{"id":"W4297982495","doi":"10.15173/child.v1i1.3127","title":"COVID-19 Vaccination Distribution and Uptake: Addressing Vaccine Hesitancy in Canada","year":2022,"lang":"en","type":"article","venue":"The Child Health Interdisciplinary Literature and Discovery Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Herd immunity; Pandemic; Medicine; Public health; Population; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Family medicine; Immunology; Infectious disease (medical specialty); Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341968,0.0002557898,0.0003981582,0.001701587,0.005754837,0.002483431,0.00191197,0.0006130993,0.003402557],"category_scores_gemma":[0.01065209,0.0002586522,0.0004985252,0.004107986,0.001685231,0.00101409,0.002033583,0.001751097,0.0001372813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1011407,"about_ca_system_score_gemma":0.2151242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979706,"about_ca_topic_score_gemma":0.9982991,"domain_scores_codex":[0.997047,0.0003112996,0.00009522365,0.0002009815,0.0009990976,0.001346448],"domain_scores_gemma":[0.9922254,0.0009824763,0.001080758,0.0001105066,0.003175631,0.00242523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729493,0.0002301878,0.8539009,0.000393596,0.0001253739,0.0005664751,0.03224188,0.000477641,0.0003179035,0.01083389,0.01533021,0.08540896],"study_design_scores_gemma":[0.00002900217,0.0001136918,0.9203128,0.0007613924,0.0001219019,0.0001921661,0.05208815,0.002192494,0.000446982,0.001251428,0.02241529,0.0000746588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432115,0.005704092,0.0005016043,0.02706826,0.0001036284,0.0001243974,0.00175142,0.00002492207,0.02151008],"genre_scores_gemma":[0.9943407,0.002733023,0.0002983584,0.0008299366,0.00001581967,0.00002296492,0.0002682866,0.000007441,0.001483542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011407,"threshold_uncertainty_score":0.7338303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202229322516804,"score_gpt":0.3292929166953187,"score_spread":0.3090699844436383,"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."}}