{"id":"W3208978837","doi":"10.2196/32552","title":"The Impact of the COVID-19 Infodemic on Depression and Sleep Disorders: Focusing on Uncertainty Reduction Strategies and Level of Interpretation Theory","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construal level theory; Social distance; Misinformation; Psychology; Social media; Mental health; Anxiety; Public health; Distrust; Pandemic; Clinical psychology; Social psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Medicine; Political science; Psychotherapist","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":[0.005890066,0.0004467061,0.0003319001,0.002291911,0.001041201,0.003812874,0.0007285873,0.0007655512,0.002152033],"category_scores_gemma":[0.02493355,0.0003073197,0.001122948,0.001216507,0.003187391,0.002274839,0.002711315,0.00197129,0.0001054547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182078,"about_ca_system_score_gemma":0.002564029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500863,"about_ca_topic_score_gemma":0.004515154,"domain_scores_codex":[0.9941864,0.003833191,0.0001833327,0.0003699677,0.001051535,0.0003756527],"domain_scores_gemma":[0.9550189,0.03365409,0.006180335,0.001316705,0.001939485,0.001890541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002484525,0.001055348,0.8316746,0.0006006146,0.0005720546,0.0003677998,0.0388567,0.003002355,0.000656614,0.05275882,0.0009268369,0.06927989],"study_design_scores_gemma":[0.0001090392,0.001003049,0.841038,0.0008317259,0.0007338864,0.0004327942,0.05812123,0.02733707,0.00126448,0.06208459,0.00693094,0.0001131064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662859,0.0009640661,0.007013158,0.002868979,0.00003661561,0.0001274814,0.00009013286,0.0000140513,0.02259964],"genre_scores_gemma":[0.9983023,0.000223474,0.001134963,0.0001022173,0.000008979922,0.00003209124,0.00003045864,0.000002327475,0.0001631493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890066,"threshold_uncertainty_score":0.03115004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070289130467818,"score_gpt":0.5498354055459063,"score_spread":0.3428064924991244,"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."}}