{"id":"W3119634563","doi":"10.26443/ijwpc.v8i1.277","title":"Mental health PPE in times of COVID-19","year":2021,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Mental health; Virology; Psychology; Psychiatry; Internal medicine","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":[0.001262136,0.0001819166,0.0003342834,0.0007972567,0.005302601,0.002754641,0.0005135079,0.001526936,0.04136242],"category_scores_gemma":[0.00757069,0.0001959783,0.000287074,0.0008324137,0.001079593,0.002145822,0.004575345,0.004319152,0.003052026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147653,"about_ca_system_score_gemma":0.005478731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02740963,"about_ca_topic_score_gemma":0.1167837,"domain_scores_codex":[0.9982109,0.0004000016,0.00008613357,0.0000837851,0.0002725943,0.0009465468],"domain_scores_gemma":[0.9918576,0.0003276779,0.00079498,0.00015242,0.0009135272,0.005953773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004243902,0.000715627,0.2312317,0.0003688862,0.00008917796,0.002953982,0.01262519,0.00007022794,0.0005616196,0.008259318,0.5886114,0.1540885],"study_design_scores_gemma":[0.00006872119,0.0003350051,0.4507255,0.001581022,0.00003649703,0.002757102,0.114334,0.0002182148,0.000288699,0.003578074,0.4259988,0.00007845078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4178526,0.007596232,0.0005174734,0.2835664,0.01500311,0.0002720848,0.003010455,0.0001065739,0.2720751],"genre_scores_gemma":[0.8571917,0.00535977,0.0005409099,0.07549205,0.003174785,0.0002306881,0.001256778,0.0001085887,0.05664475],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04136242,"threshold_uncertainty_score":0.1383711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480925461027337,"score_gpt":0.4552910276037636,"score_spread":0.3904817729934902,"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."}}