{"id":"W4382987075","doi":"10.1002/hsr2.1346","title":"Psychological benefits of the COVID‐19 vaccination: A Bangladeshi comparative study","year":2023,"lang":"en","type":"article","venue":"Health Science Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Snowball sampling; Anxiety; Depression (economics); Vaccination; Patient Health Questionnaire; Medicine; Generalized anxiety disorder; Cross-sectional study; Psychiatry; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychology; Depressive symptoms; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004672336,0.0001281505,0.0003036331,0.000236034,0.0007904585,0.00002007477,0.0003755861,0.00004990831,0.0003909332],"category_scores_gemma":[0.0001861635,0.00008592283,0.00005942567,0.003156839,0.0002710219,0.00009577734,0.0001686415,0.0002006175,0.00006384221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491621,"about_ca_system_score_gemma":0.001748826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137969,"about_ca_topic_score_gemma":0.000582111,"domain_scores_codex":[0.9968933,0.0001915558,0.0007478208,0.0007210533,0.0008261318,0.0006201327],"domain_scores_gemma":[0.9977995,0.0001577076,0.0005936127,0.0008453568,0.0001148198,0.00048903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006363525,0.00142872,0.9255186,0.0001058449,0.00000970597,0.0001370984,0.03584704,0.0001475923,0.00002260553,0.005308878,0.02112721,0.01028312],"study_design_scores_gemma":[0.0003535285,0.0006525099,0.9872382,0.00001319032,0.000003387236,0.0003356388,0.005311732,0.00001795867,0.00001424638,0.0004517904,0.00552825,0.00007954638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838347,0.0002004554,0.00001485896,0.006978769,0.002193361,0.001637428,0.000007317794,0.0001194713,0.005013652],"genre_scores_gemma":[0.9955308,0.00001746954,0.00002683865,0.003515514,0.00005942006,0.000119394,0.000003126178,0.000005951697,0.0007214939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06171966,"threshold_uncertainty_score":0.6079648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.321168774056883,"score_gpt":0.5519961573129533,"score_spread":0.2308273832560703,"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."}}