{"id":"W4229045993","doi":"10.1093/pch/pxab101","title":"COVID-19 and the importance of effective risk communication with children","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Misinformation; Health communication; Risk communication; Numeracy; Health literacy; Framing (construction); Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Social media; Environmental health; Literacy; Medicine; Internet privacy; Health care; Computer science; Infectious disease (medical specialty); Political science; Computer security; Disease; Communication; Geography; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01039812,0.0002284594,0.0003777766,0.0006820331,0.003483261,0.004832557,0.0009271443,0.002525607,0.01191162],"category_scores_gemma":[0.04724992,0.0002906096,0.0006125876,0.0004678484,0.004091336,0.003999794,0.006269249,0.008013563,0.0009966352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005978488,"about_ca_system_score_gemma":0.01281564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802525,"about_ca_topic_score_gemma":0.03786396,"domain_scores_codex":[0.9905915,0.005681998,0.0004707862,0.0004008229,0.001542296,0.001312566],"domain_scores_gemma":[0.9707862,0.01252007,0.004389864,0.0009141495,0.003038519,0.008351278],"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":[0.0002185527,0.0004113698,0.158967,0.001589031,0.000144402,0.002651183,0.05474249,0.0006947378,0.0007153476,0.08085602,0.2289812,0.4700288],"study_design_scores_gemma":[0.0000540412,0.0005764474,0.1621209,0.01496209,0.0001130401,0.005833793,0.09637287,0.0006602227,0.0008144968,0.05957088,0.6586911,0.0002301174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08611518,0.02739017,0.003201937,0.7738103,0.003245562,0.0001516377,0.0005881899,0.0001216017,0.1053754],"genre_scores_gemma":[0.8654391,0.04154551,0.01016516,0.07082435,0.00261289,0.0003560495,0.0004876205,0.0001403293,0.008429035],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02802525,"threshold_uncertainty_score":0.0557242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312729047852582,"score_gpt":0.3125590570609442,"score_spread":0.2994317665824183,"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."}}