{"id":"W4308045438","doi":"10.17269/s41997-022-00702-z","title":"Public health communication in Canada during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Public health; Transparency (behavior); Health communication; Public relations; Thematic analysis; CLARITY; Pandemic; Public engagement; Political science; Qualitative research; Psychology; Medicine; Sociology; Coronavirus disease 2019 (COVID-19); Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009573816,0.0004334893,0.0005042641,0.002059295,0.02263974,0.006981109,0.002108146,0.001541447,0.004017438],"category_scores_gemma":[0.03129891,0.0005107443,0.0004245437,0.005232489,0.005459114,0.002083678,0.005052802,0.003147029,0.0002626865],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.210217,"about_ca_system_score_gemma":0.4128441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951169,"about_ca_topic_score_gemma":0.9967623,"domain_scores_codex":[0.9872251,0.003929139,0.0004656989,0.0007883941,0.004217401,0.003374226],"domain_scores_gemma":[0.9624504,0.01165438,0.004021612,0.0006658019,0.01244474,0.008762991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005868625,0.0002036183,0.1342503,0.001823087,0.000106652,0.004190811,0.6225917,0.0009351346,0.001289264,0.01361287,0.04313559,0.1772741],"study_design_scores_gemma":[0.00007906034,0.0001757983,0.2316175,0.001854118,0.00009619848,0.0005530712,0.5636669,0.001201643,0.0008251959,0.001831252,0.1978671,0.0002321863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200798,0.01169368,0.002375362,0.07664661,0.0008573391,0.0006026207,0.002264203,0.0002306116,0.08524979],"genre_scores_gemma":[0.9839266,0.00269475,0.0014722,0.003784848,0.00006014564,0.0001036622,0.000317138,0.00003324987,0.007607455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210217,"threshold_uncertainty_score":0.9160363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166082613203591,"score_gpt":0.3451726753489645,"score_spread":0.1790900621453735,"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."}}