{"id":"W3019512118","doi":"10.2196/19374","title":"COVID-19-Related Web Search Behaviors and Infodemic Attitudes in Italy: Infodemiological Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Coronavirus disease 2019 (COVID-19); Public health; Pandemic; Population; Outbreak; Medicine; Demography; Environmental health; Family medicine; Political science; Disease; Virology; Sociology; Nursing; Infectious disease (medical specialty)","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":[0.0008621587,0.0002614315,0.0002552419,0.002774617,0.0004034421,0.001451539,0.0002305727,0.0004922746,0.003179376],"category_scores_gemma":[0.004521578,0.0001622296,0.000445881,0.00273825,0.000423707,0.0007904412,0.0007114307,0.0005032104,0.0006895416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697884,"about_ca_system_score_gemma":0.0004146749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006662623,"about_ca_topic_score_gemma":0.006006052,"domain_scores_codex":[0.9995188,0.0001416014,0.00005742555,0.0000770138,0.0001006635,0.0001045506],"domain_scores_gemma":[0.9952734,0.00113293,0.002521913,0.000208917,0.0003514673,0.0005114379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120424,0.0002366993,0.9904337,0.0001155924,0.00002983098,0.0001353589,0.002137437,0.00003555058,0.0001735081,0.00009213534,0.0007738331,0.005724328],"study_design_scores_gemma":[0.000004190002,0.00006938415,0.9974868,0.00002373873,0.00002184336,0.0001444971,0.00112263,0.0001470774,0.00004426654,0.00002359203,0.0009075531,0.000004503025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953464,0.0003670217,0.00005204268,0.0001676707,0.000007689073,0.00003575555,0.0005285079,0.000006019737,0.003488884],"genre_scores_gemma":[0.9979451,0.0003623807,0.0001282143,0.0001204207,0.00005120404,0.00003830996,0.0006009236,0.000006040856,0.0007474208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006662623,"threshold_uncertainty_score":0.01324773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424610102844403,"score_gpt":0.4381981957576604,"score_spread":0.2957371854732201,"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."}}