{"id":"W4384692401","doi":"10.47820/recima21.v4i7.3599","title":"SAÚDE MENTAL DOS PROFISSIONAIS DE ENFERMAGEM DURANTE A PANDEMIA DO COVID-19","year":2023,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Philosophy; 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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.008971452,0.002210998,0.002417071,0.002070225,0.004204612,0.002130302,0.005881835,0.001391892,0.0008055815],"category_scores_gemma":[0.004664946,0.002176687,0.001337069,0.007926483,0.0009308564,0.001471005,0.005906207,0.002876663,0.005213672],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005821475,"about_ca_system_score_gemma":0.006393376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002965133,"about_ca_topic_score_gemma":0.00008060814,"domain_scores_codex":[0.9793537,0.003036311,0.003562684,0.005348924,0.003558998,0.005139341],"domain_scores_gemma":[0.9856625,0.002253959,0.001630199,0.004915745,0.0006013511,0.004936198],"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":[0.002970712,0.004799149,0.2059169,0.02495354,0.001524238,0.01140488,0.2129995,0.002685397,0.09260988,0.01663102,0.3420195,0.08148528],"study_design_scores_gemma":[0.009332773,0.001131952,0.05243942,0.005282863,0.0004095678,0.001187321,0.004331149,0.1632606,0.002278763,0.0007457768,0.7541243,0.005475504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539424,0.006719659,0.04495302,0.06439129,0.007624434,0.011768,0.002336421,0.006529089,0.00173568],"genre_scores_gemma":[0.9706514,0.003373876,0.004285359,0.003072527,0.001336264,0.0007231777,0.0005387894,0.0004837385,0.01553481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121048,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09367440279203383,"score_gpt":0.4045144269233103,"score_spread":0.3108400241312765,"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."}}