{"id":"W7008584262","doi":"","title":"COVID-19 VACCINE HESITANCY TRENDS AMONG CANADIAN HEALTHCARE WORKERS","year":2023,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Health care; Pandemic; Product (mathematics); Vaccination; Systematic review; Test (biology)","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":[0.009024893,0.000555111,0.001514231,0.01252413,0.001417479,0.002179639,0.001223187,0.0007561838,0.002275185],"category_scores_gemma":[0.04594196,0.000450702,0.002439827,0.01729747,0.0008265151,0.001012831,0.001061502,0.0008651109,0.0001313584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03248047,"about_ca_system_score_gemma":0.1207379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9334975,"about_ca_topic_score_gemma":0.9698758,"domain_scores_codex":[0.9940565,0.0009324141,0.00149915,0.0004646134,0.002528907,0.0005184477],"domain_scores_gemma":[0.9663915,0.01082663,0.005561328,0.0003620227,0.01594823,0.0009103293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0006891474,0.00006372003,0.1162929,0.5041589,0.00869283,0.0004855025,0.006066961,0.0004872714,0.0006899954,0.002990822,0.03747057,0.3219114],"study_design_scores_gemma":[0.0002974395,0.0002740517,0.3370103,0.5266292,0.02152494,0.0006247494,0.006877712,0.0005414864,0.000742954,0.0008972358,0.1043801,0.0001999554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02865611,0.947822,0.0002783472,0.005934962,0.0002909346,0.0004763432,0.009871558,0.0000244439,0.006645232],"genre_scores_gemma":[0.2442684,0.7462164,0.001798867,0.002734496,0.0001328826,0.0006463536,0.003207018,0.00001554705,0.000980008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06650251,"threshold_uncertainty_score":0.2356634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162648656060709,"score_gpt":0.2677245182689064,"score_spread":0.2360980317082993,"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."}}