{"id":"W7110559748","doi":"","title":"RISK PERCEPTION AND IMPACT OF COVID-19 ON MENTAL HEALTH","year":2020,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Perception; Risk perception; China; Psychological intervention; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001080416,0.0002114849,0.0002966009,0.0009966893,0.0018778,0.001695913,0.0006322206,0.0005093573,0.01181403],"category_scores_gemma":[0.00828745,0.0001837758,0.0005955265,0.001788908,0.0006918992,0.0005577331,0.002183865,0.001240079,0.000633264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009415221,"about_ca_system_score_gemma":0.01741657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9559741,"about_ca_topic_score_gemma":0.966131,"domain_scores_codex":[0.9989998,0.0001888197,0.00004768672,0.00006074461,0.0002221524,0.0004809446],"domain_scores_gemma":[0.9940308,0.0005084468,0.0009650287,0.0002028298,0.002087575,0.002205279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002196696,0.000117508,0.9722974,0.00004429666,0.00007957424,0.0001144517,0.001717938,0.0001148133,0.00003851241,0.001188618,0.01124639,0.01282082],"study_design_scores_gemma":[0.00001384054,0.00004536806,0.9899738,0.00009879854,0.00003905287,0.00002976292,0.004742049,0.0002075193,0.00005152414,0.0001673278,0.004612539,0.00001845496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538664,0.0008621154,0.0001283599,0.006167831,0.00007531317,0.000102201,0.01309446,0.00002800182,0.02567531],"genre_scores_gemma":[0.9820886,0.0007027293,0.0001420425,0.000451474,0.00002733217,0.00005110243,0.004895546,0.0000173797,0.01162378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9559741,"threshold_uncertainty_score":0.0885703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184626347845639,"score_gpt":0.3265720310400607,"score_spread":0.3047257675616044,"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."}}