{"id":"W2945786439","doi":"10.7202/1060911ar","title":"Health Misinformation and the Power of Narrative Messaging in the Public Sphere","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; SickKids Foundation; University of Regina; McGill University; Hospital for Sick Children; Institute of Health Economics; University of Manitoba; Simon Fraser University; University of Alberta","funders":"Alberta Innovates; Genome Alberta; Stem Cell Network; Kidney Foundation of Canada; Canadian Institutes of Health Research; Genome Canada","keywords":"Misinformation; Narrative; Public sphere; Power (physics); Health communication; Public relations; Internet privacy; Psychology; Sociology; Social psychology; Computer science; Political science; Linguistics; Politics; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005668967,0.0000379399,0.0001131739,0.0001120128,0.0002679747,0.0001433085,0.0001978953,0.00005504712,0.0001482664],"category_scores_gemma":[0.0007088687,0.00002110735,0.00002908623,0.0002672649,0.0005131706,0.0005569484,0.000003566763,0.0003110846,0.000003085811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009042012,"about_ca_system_score_gemma":0.003626116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01745391,"about_ca_topic_score_gemma":0.212979,"domain_scores_codex":[0.9989088,0.000330096,0.0002989878,0.0000213331,0.0002800412,0.0001608056],"domain_scores_gemma":[0.9989986,0.0002010112,0.0003592896,0.00006891497,0.0001918978,0.0001802821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000584014,0.000001490981,0.0007035509,0.000009232414,0.000005032538,4.428748e-7,0.8252134,0.000006756502,2.144458e-7,0.1697512,0.002247219,0.00205564],"study_design_scores_gemma":[0.0006336229,0.00005581883,0.004917828,0.00008430255,0.000002193277,0.00001656187,0.9298961,0.00005161591,0.000003246181,0.001713782,0.0625804,0.00004448743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5860615,0.0008197721,0.00004806716,0.3483759,0.0003071004,0.0002690247,0.000004921577,0.00000162678,0.06411207],"genre_scores_gemma":[0.9955137,0.0001370713,0.00003081701,0.004213618,0.00001758751,7.727969e-8,4.612004e-7,0.000001424119,0.0000852064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094523,"threshold_uncertainty_score":0.989089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674320914598477,"score_gpt":0.3384961214706622,"score_spread":0.2917529123246774,"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."}}