{"id":"W3130771645","doi":"10.12927/hcq.2021.26468","title":"An Evidence-Based Strategy to Scale Vaccination in Canada","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Vaccination; Workforce; Scale (ratio); Business; Public relations; Medicine; Political science; Economic growth; Geography; Economics; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04882548,0.00109777,0.001430738,0.005777011,0.004563524,0.006658099,0.005745437,0.003404819,0.006819225],"category_scores_gemma":[0.1157058,0.0006872008,0.002353566,0.006409782,0.002282835,0.002335852,0.006249321,0.004716713,0.000641664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1324816,"about_ca_system_score_gemma":0.6271849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704367,"about_ca_topic_score_gemma":0.9845744,"domain_scores_codex":[0.9645145,0.01344146,0.003731458,0.001347896,0.01332003,0.003644817],"domain_scores_gemma":[0.9180833,0.01455104,0.003822245,0.00222453,0.04748493,0.01383392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000838494,0.0007966527,0.02998307,0.03176801,0.001939785,0.000481199,0.002473232,0.003852721,0.0007178143,0.02991534,0.2842401,0.6129937],"study_design_scores_gemma":[0.004011345,0.001491723,0.1264426,0.1703195,0.004429082,0.0002920852,0.007298496,0.009332715,0.001656211,0.01658523,0.6577799,0.0003610261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03440945,0.1997557,0.01419953,0.6119125,0.01269175,0.01552248,0.006687278,0.0007026139,0.1041187],"genre_scores_gemma":[0.5441959,0.168986,0.1198952,0.1380027,0.00224457,0.01010093,0.005521455,0.0001814446,0.01087172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1324816,"threshold_uncertainty_score":0.9612256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155022974099746,"score_gpt":0.3469235941661728,"score_spread":0.3053733644251753,"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."}}