{"id":"W3135898519","doi":"10.3389/fpsyg.2021.646558","title":"Risk Perception in a Real-World Situation (COVID-19): How It Changes From 18 to 87 Years Old","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Ministero della Salute","keywords":"Risk perception; Psychology; Perception; Coronavirus disease 2019 (COVID-19); Anxiety; Pandemic; Vulnerability (computing); Clinical psychology; Developmental psychology; Demography; Medicine; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001480798,0.0002100459,0.0002991522,0.0009732117,0.0004987693,0.001335464,0.0002746667,0.0004838781,0.001113432],"category_scores_gemma":[0.007388302,0.0001876881,0.0005656085,0.0005734903,0.0004885722,0.0009862488,0.001084725,0.0009363203,0.0002014562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155059,"about_ca_system_score_gemma":0.0003522144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00793069,"about_ca_topic_score_gemma":0.009200494,"domain_scores_codex":[0.999416,0.0001437192,0.00004952929,0.0001088683,0.000138059,0.0001438426],"domain_scores_gemma":[0.9970734,0.0004557026,0.00126988,0.0000948466,0.0004306138,0.0006754663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008081674,0.00006309664,0.9817672,0.00003446494,0.00006488459,0.00009684755,0.00790441,0.0000328773,0.0002394048,0.00009404815,0.0003041571,0.009317856],"study_design_scores_gemma":[0.000001181257,0.00005985093,0.9951474,0.00001737115,0.00001260368,0.00007739179,0.004270805,0.00004934969,0.00003093339,0.00005662715,0.0002699228,0.000006507841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984073,0.0004921266,0.00007328596,0.0001654711,0.00001861633,0.000006091322,0.0000910786,0.000002333875,0.000743742],"genre_scores_gemma":[0.9995086,0.0002121451,0.00004653708,0.00003258543,0.000007244593,0.000004491416,0.00006597652,0.000001028603,0.0001214366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00793069,"threshold_uncertainty_score":0.01576906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678736390100905,"score_gpt":0.3700877479615843,"score_spread":0.3233003840605752,"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."}}