{"id":"W4313315418","doi":"10.1371/journal.pone.0279929","title":"An equitable vaccine delivery system: Lessons from the COVID-19 vaccine rollout in Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Outreach; Vaccination; Pandemic; Government (linguistics); Medicine; Qualitative research; Environmental health; Business; Coronavirus disease 2019 (COVID-19); Political science; Virology; Sociology; 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":[0.01549899,0.0005397708,0.0004939719,0.00142962,0.0242833,0.00982285,0.004183227,0.002682918,0.003517692],"category_scores_gemma":[0.02541503,0.0006154367,0.0006325397,0.003091124,0.008801664,0.004552737,0.005079974,0.004773978,0.0003740107],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2576206,"about_ca_system_score_gemma":0.54605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961461,"about_ca_topic_score_gemma":0.9968181,"domain_scores_codex":[0.9812437,0.00519501,0.0004997104,0.0007659403,0.004999061,0.007296556],"domain_scores_gemma":[0.9753147,0.004064669,0.001052502,0.0006800723,0.01017929,0.00870887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004755449,0.0005650307,0.08905285,0.00275215,0.0001354211,0.005927401,0.2586049,0.004793334,0.002512016,0.06825399,0.1901621,0.3767653],"study_design_scores_gemma":[0.0001330126,0.0004677126,0.1295907,0.004064117,0.0001587763,0.0007031678,0.3452339,0.003126014,0.001389798,0.01130975,0.5035482,0.0002746727],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.306935,0.02151977,0.004977986,0.5682061,0.001801583,0.001162482,0.001265236,0.0003666075,0.09376532],"genre_scores_gemma":[0.9406282,0.01095153,0.01030673,0.02359087,0.0001525473,0.0002475343,0.0004940251,0.0001296239,0.01349896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7423794,"threshold_uncertainty_score":0.8610549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06423201809798312,"score_gpt":0.2834767885068621,"score_spread":0.219244770408879,"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."}}