{"id":"W4205201183","doi":"10.31581/jbs-31.1-2.297(2021)","title":"Need for an Integrative Conceptual Framework for Addressing Mental Health Challenges During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Globe; Mental health; Coronavirus disease 2019 (COVID-19); Mental illness; Conceptual framework; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Psychiatry; Sociology; Virology; Social science; Disease; Neuroscience","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":[0.03643856,0.0009302837,0.001024854,0.005584451,0.01180076,0.02002718,0.004466285,0.005528722,0.003448069],"category_scores_gemma":[0.01806764,0.0005197914,0.001208523,0.004702254,0.04148481,0.02248528,0.01380991,0.01321314,0.0003216419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.023606,"about_ca_system_score_gemma":0.05085244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03500893,"about_ca_topic_score_gemma":0.04692785,"domain_scores_codex":[0.9852043,0.01140291,0.0005489161,0.000561843,0.001137714,0.001144301],"domain_scores_gemma":[0.9842418,0.00805967,0.00141414,0.0006167468,0.002601743,0.003065895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009414951,0.0000662665,0.001862648,0.0002466722,0.00001360431,0.0001805389,0.07986327,0.0003620418,0.00007604769,0.9025912,0.004386304,0.01034186],"study_design_scores_gemma":[0.00002678311,0.00006180285,0.002705347,0.003035398,0.00003383402,0.000305404,0.3444676,0.00166194,0.00007906779,0.5711112,0.07644804,0.00006355487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04069781,0.01891622,0.04471609,0.8005323,0.001943296,0.0004036629,0.0001565492,0.00007125099,0.09256278],"genre_scores_gemma":[0.8760743,0.01999568,0.05963634,0.03863664,0.001061419,0.001084006,0.0002584872,0.00006714935,0.003186105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03643856,"threshold_uncertainty_score":0.1927079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4241742106454591,"score_gpt":0.541797985699838,"score_spread":0.1176237750543789,"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."}}