{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1445902,0.00489311,0.004407656,0.034977,0.0135578,0.03220602,0.009786704,0.01769861,0.005636368],"category_scores_gemma":[0.09249997,0.002055916,0.003075085,0.01604982,0.07371578,0.03757208,0.01919943,0.01783506,0.001581754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0399368,"about_ca_system_score_gemma":0.0583609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725071,"about_ca_topic_score_gemma":0.01964878,"domain_scores_codex":[0.8652179,0.1122886,0.00673353,0.003733562,0.009570618,0.002455793],"domain_scores_gemma":[0.8332413,0.138616,0.006650347,0.004115085,0.01179257,0.005584692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000227113,0.00007927354,0.001231038,0.00161017,0.00005884322,0.0003025852,0.01547498,0.001109273,0.00008957352,0.9397625,0.01088858,0.02937038],"study_design_scores_gemma":[0.0000461174,0.00006052608,0.0006026076,0.005790561,0.00005798159,0.0003114856,0.02032858,0.002460561,0.000143644,0.8871933,0.08293229,0.00007242579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005055422,0.03991361,0.3371849,0.5056252,0.001646831,0.005086857,0.0006142897,0.000412801,0.1044601],"genre_scores_gemma":[0.218366,0.04036352,0.677627,0.04005253,0.001757408,0.01357012,0.0005698256,0.000221363,0.007472256],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1445902,"threshold_uncertainty_score":0.7646754,"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."}}