{"id":"W4403432497","doi":"10.1002/pra2.1095","title":"Health Misinformation Research","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada","keywords":"Misinformation; Psychology; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03321401,0.0007014694,0.0009577423,0.01073142,0.005772543,0.01458954,0.001622012,0.005039448,0.0380796],"category_scores_gemma":[0.08601446,0.0004464332,0.0008365067,0.009430083,0.009701707,0.01326658,0.007694849,0.005872811,0.005238081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009296398,"about_ca_system_score_gemma":0.01430365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004524493,"about_ca_topic_score_gemma":0.003810443,"domain_scores_codex":[0.9683506,0.02027915,0.001213096,0.002042186,0.006543732,0.00157126],"domain_scores_gemma":[0.7994943,0.1540527,0.007884996,0.01100865,0.02183358,0.005725831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000106108,0.0001776873,0.01192421,0.00338267,0.0001490505,0.000307741,0.01805286,0.0004423552,0.0003960167,0.4395791,0.301338,0.2241442],"study_design_scores_gemma":[0.00002584604,0.0001129082,0.008583866,0.01051077,0.00008062746,0.0004123501,0.02838949,0.0005327242,0.001107838,0.17882,0.7713599,0.00006363169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01471654,0.1040944,0.005660261,0.5238117,0.00799077,0.0003139353,0.001782862,0.0001617993,0.3414676],"genre_scores_gemma":[0.5692986,0.2096833,0.007725414,0.1298594,0.01536137,0.0006324326,0.002136766,0.0002176238,0.06508526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0380796,"threshold_uncertainty_score":0.1756546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403833314355371,"score_gpt":0.3978825235643965,"score_spread":0.3574991921288594,"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."}}