{"id":"W4399097128","doi":"10.2196/47520","title":"COVID-19 Resilience and Risk Reduction Intervention in Rural Populations of Western India: Retrospective Evaluation","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Pandemic; Environmental health; Hygiene; Psychological intervention; Psychological resilience; Intervention (counseling); Medicine; Economic growth; Coronavirus disease 2019 (COVID-19); Socioeconomics; Nursing; Psychology; Sociology; Disease; Infectious disease (medical specialty)","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":[0.004944803,0.000862114,0.0007831678,0.001036735,0.00105756,0.0008609996,0.00110087,0.0005811834,0.002533797],"category_scores_gemma":[0.008178738,0.0006277897,0.001204811,0.001323532,0.001196331,0.0007391646,0.001454774,0.0007424049,0.0003450178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305724,"about_ca_system_score_gemma":0.007403628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008794101,"about_ca_topic_score_gemma":0.009495839,"domain_scores_codex":[0.9958586,0.00259759,0.0004414211,0.0002697257,0.0003891258,0.0004434906],"domain_scores_gemma":[0.993938,0.001566529,0.002137664,0.0005773617,0.001090825,0.0006897578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04467056,0.09159243,0.6027889,0.01968579,0.0029492,0.003275747,0.02205584,0.003741802,0.004086244,0.001865409,0.007896745,0.1953914],"study_design_scores_gemma":[0.01312664,0.3066242,0.6286716,0.003937451,0.002661937,0.001128651,0.02606544,0.001269765,0.003032051,0.0005837535,0.01265879,0.0002398052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744779,0.0007485734,0.000637916,0.0002647703,0.00003265598,0.02034526,0.001807374,0.00002865973,0.001656912],"genre_scores_gemma":[0.9710191,0.001581099,0.002780999,0.0005336501,0.00006257316,0.02218228,0.001297044,0.000008898846,0.0005342869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008794101,"threshold_uncertainty_score":0.02615094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831901379047995,"score_gpt":0.4683472943490323,"score_spread":0.3851571564442328,"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."}}