{"id":"W4297519670","doi":"10.21203/rs.3.rs-2065974/v1","title":"Unintended Consequences of Communicating Rapid COVID-19 Vaccine Policy Changes– A qualitative study of health policy communication in Ontario, Canada","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; British Academy","keywords":"Unintended consequences; Outreach; Thematic analysis; Public relations; Political science; Policy advocacy; Qualitative research; Business; Sociology","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":[0.01062102,0.0005020555,0.000765827,0.001556051,0.03346619,0.005745031,0.002485505,0.001950845,0.003537303],"category_scores_gemma":[0.01893272,0.0007098426,0.0004032912,0.002987727,0.0165266,0.00249207,0.005654506,0.003177005,0.0002037838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1339462,"about_ca_system_score_gemma":0.1626337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9675466,"about_ca_topic_score_gemma":0.9792276,"domain_scores_codex":[0.9890808,0.005477402,0.0003432649,0.0006515779,0.001502151,0.002944864],"domain_scores_gemma":[0.97614,0.01408768,0.002074482,0.0004964123,0.003852438,0.003349076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001859926,0.00001330927,0.003093675,0.00007198092,0.000002360627,0.0004258723,0.9937434,0.00002718881,0.0001610989,0.0006463999,0.0004632156,0.001332982],"study_design_scores_gemma":[0.000002658715,0.00001595877,0.003003082,0.0001147065,0.000003301357,0.00003688641,0.9904481,0.00005377982,0.00006856983,0.00008177475,0.006160409,0.00001088103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981092,0.0008754552,0.0005363027,0.005832042,0.0000729404,0.0002101538,0.0002376148,0.00001259158,0.01113099],"genre_scores_gemma":[0.9928672,0.0007670921,0.0002893518,0.001119047,0.00001491906,0.0001399105,0.00005718535,0.0000169329,0.00472837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339462,"threshold_uncertainty_score":0.9718523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485183990419414,"score_gpt":0.5368215002345024,"score_spread":0.288303101192561,"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."}}