{"id":"W4399055794","doi":"10.2196/52970","title":"The Role of Anxiety and Prosocial Behaviors on Adherence Behaviors to Prevent COVID-19 in University Students in the United States: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIRx Med","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosocial behavior; Anxiety; Moderation; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Developmental psychology; Social psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175838,0.0001076645,0.0001164254,0.000173387,0.0001683923,0.00004441393,0.0003140413,0.00006849354,0.00004521522],"category_scores_gemma":[0.0000319293,0.00007662938,0.00003304247,0.0006481767,0.00009119312,0.0000375229,0.00009598905,0.000286354,0.00001002796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006389996,"about_ca_system_score_gemma":0.0002595285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758534,"about_ca_topic_score_gemma":0.01682228,"domain_scores_codex":[0.9983656,0.0004610257,0.0002459435,0.0003206841,0.0003803051,0.0002264677],"domain_scores_gemma":[0.9993032,0.000321029,0.00004934473,0.0001988395,0.00002513832,0.0001024293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004842941,0.001794526,0.9437557,0.00001982041,0.00001234046,0.00003294986,0.05209668,0.00001482857,0.00003827077,0.0002588702,0.000280202,0.001211527],"study_design_scores_gemma":[0.0009348797,0.0007070139,0.9435468,0.00001671932,0.00001261819,0.000001999975,0.03998471,0.000005758073,0.00001085209,0.0000738138,0.01463381,0.00007103179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969321,0.00004810072,9.861433e-7,0.0004602769,0.0002659625,0.002100698,0.00007603781,0.0000229183,0.00009293696],"genre_scores_gemma":[0.9981645,0.00002387118,0.000001337206,0.0002759445,0.00001826842,0.0001437384,0.00001885712,0.000007953934,0.001345546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435361,"threshold_uncertainty_score":0.9889566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415624041529277,"score_gpt":0.4622502875197205,"score_spread":0.4080940471044277,"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."}}