{"id":"W4388657338","doi":"10.5902/2179769284328","title":"Interactions about Coping - Social Support during Pandemics by Brazilian Users: A Media Analysis Study","year":2023,"lang":"en","type":"article","venue":"Revista de Enfermagem da UFSM","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Coping (psychology); Social support; Feeling; Psychology; Pandemic; Social psychology; Stressor; Population; Social media; Transactional leadership; Transactional analysis; Coronavirus disease 2019 (COVID-19); Medicine; Clinical psychology; Disease; Computer science; World Wide Web; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006631983,0.0002295232,0.0004745119,0.000428972,0.0004203323,0.0001495022,0.0002879533,0.0001048663,0.001350143],"category_scores_gemma":[0.00009321295,0.0002514996,0.0002491458,0.00154587,0.00005733009,0.0001596109,0.0001475868,0.0004223006,0.0005168924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942837,"about_ca_system_score_gemma":0.0001756119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000721112,"about_ca_topic_score_gemma":0.0007504537,"domain_scores_codex":[0.9976698,0.0003240377,0.0005499355,0.0005283301,0.0002736551,0.0006542199],"domain_scores_gemma":[0.9987383,0.0003615327,0.0001817227,0.00044649,0.00004179388,0.0002300914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005147264,0.001150267,0.8113732,0.0005160253,0.003116681,0.0006090875,0.08521627,0.00001324942,0.001543194,0.001429126,0.07367933,0.02083886],"study_design_scores_gemma":[0.00276131,0.0001422233,0.7972584,0.00004805784,0.001195588,0.00001358475,0.01541012,0.0001109737,0.00002807805,0.00002234113,0.1824963,0.0005131089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995679,0.0001281282,0.0002550619,0.0004370679,0.0006261082,0.0004684072,0.0001938701,0.0003409937,0.001871353],"genre_scores_gemma":[0.9951898,0.0001068259,0.00001585409,0.0004809164,0.0003635767,0.0001227527,0.0004191456,0.0000441012,0.003256958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088169,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000701014634254,"score_gpt":0.465537150860693,"score_spread":0.3654670493972677,"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."}}