{"id":"W4226459855","doi":"10.2196/35014","title":"Health Literacy, Equity, and Communication in the COVID-19 Era of Misinformation: Emergence of Health Information Professionals in Infodemic Management","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Western University","funders":"","keywords":"Misinformation; Health literacy; Public relations; Public health; Health care; Safeguarding; Health policy; HRHIS; Context (archaeology); Health equity; Business; Political science; Medicine; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01860885,0.0003249838,0.0004084086,0.004019982,0.007590664,0.01481907,0.0009192567,0.004620445,0.004037441],"category_scores_gemma":[0.0306645,0.000313102,0.0003240454,0.001853047,0.02879764,0.01232555,0.01263958,0.008079407,0.0003006794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007351656,"about_ca_system_score_gemma":0.01219219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00741554,"about_ca_topic_score_gemma":0.00533879,"domain_scores_codex":[0.9843773,0.01109277,0.0004717257,0.0005453915,0.001562852,0.001950075],"domain_scores_gemma":[0.9516795,0.03578262,0.004267645,0.0009959432,0.002386839,0.004887523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005614201,0.0002089989,0.02988676,0.0005866251,0.00003316352,0.001110136,0.3717228,0.0002089393,0.0005372239,0.4420317,0.02398042,0.129637],"study_design_scores_gemma":[0.00003371397,0.0002411953,0.02854783,0.004050172,0.00005058364,0.001574317,0.4439995,0.001005339,0.001092484,0.2869399,0.2323519,0.0001129262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1493193,0.01357262,0.004093384,0.7367138,0.0008400216,0.00006457835,0.00006973468,0.00004040563,0.09528624],"genre_scores_gemma":[0.9657299,0.0056461,0.0009948456,0.02478239,0.0008642346,0.00004319357,0.00002004756,0.00001394084,0.001905358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01860885,"threshold_uncertainty_score":0.09841418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0958541526656024,"score_gpt":0.4966147435412017,"score_spread":0.4007605908755993,"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."}}