{"id":"W4377692603","doi":"10.2196/38687","title":"Health Information and Misinformation: A Framework to Guide Research and Practice","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Misinformation; Distrust; Internet privacy; Public relations; Public health; Health information; Computer science; Health care; Psychology; Political science; Medicine; Computer security; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006677626,0.00005646299,0.00008531499,0.0003734305,0.0006878502,0.0003146907,0.0001183765,0.0001344882,0.000224516],"category_scores_gemma":[0.03069932,0.00005343744,0.000008200272,0.001269026,0.0001580346,0.002242969,0.00006041168,0.0002431132,0.0005750614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653019,"about_ca_system_score_gemma":0.00343605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046572,"about_ca_topic_score_gemma":0.0001004827,"domain_scores_codex":[0.9977551,0.0002327026,0.0003489316,0.00008100106,0.001274247,0.000308086],"domain_scores_gemma":[0.997794,0.0007209458,0.0001033287,0.0001215106,0.0004208073,0.0008394507],"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":[0.00001185363,0.00002152228,0.00003189456,0.00003726501,0.000001624114,7.091612e-8,0.2319841,2.994302e-7,1.601584e-7,0.06393441,0.3435927,0.3603841],"study_design_scores_gemma":[0.00009140305,0.00006118656,0.007977128,0.0001201769,7.092733e-7,0.000006272891,0.1419547,0.00009928829,5.285651e-7,0.002071166,0.8475632,0.00005417825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07014816,0.0001237533,0.001191009,0.7896788,0.0007265265,0.001275979,0.000003708663,0.000220937,0.1366311],"genre_scores_gemma":[0.7890455,0.007253234,0.01511227,0.175534,0.002122908,0.0002920732,0.0002922225,0.00002575742,0.01032202],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7188973,"threshold_uncertainty_score":0.9774655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638635532526963,"score_gpt":0.5473806083304378,"score_spread":0.4709942530051682,"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."}}