{"id":"W4380480235","doi":"10.51161/multienf2023/19841","title":"AVALIAÇÃO DO PERFIL SOCIODEMOGRÁFICO E A INCIDÊNCIA DE CASOS DE TRANSTORNOS MENTAIS EM ACADÊMICOS DE ENFERMAGEM EM MEIO A PANDEMIA DE COVID-19 EM FACULDADE DE REFERÊNCIA NO MUNICÍPIO DE PARNAÍBA – PI","year":2023,"lang":"pt","type":"article","venue":"","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006403389,0.0002230988,0.000236455,0.001173331,0.0007917156,0.001015654,0.0004534709,0.0005290282,0.005571116],"category_scores_gemma":[0.003469647,0.0002456996,0.0004753229,0.001507471,0.0004404259,0.0007443613,0.0009209425,0.0007099565,0.0003995957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556007,"about_ca_system_score_gemma":0.001207784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04093317,"about_ca_topic_score_gemma":0.05483764,"domain_scores_codex":[0.9994228,0.0001616777,0.00007931534,0.00008101718,0.0000880981,0.0001670935],"domain_scores_gemma":[0.9977337,0.0003664395,0.001010273,0.0001030605,0.0002906514,0.0004958118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000267938,0.00002874253,0.9975795,0.00002373765,0.00001635732,0.00007979302,0.0006607571,0.00000944621,0.0001166428,0.00003122493,0.00008386916,0.001343125],"study_design_scores_gemma":[0.000001542842,0.00008808608,0.9938425,0.00003472731,0.0000210123,0.0002204572,0.005378454,0.00007476681,0.00006669192,0.00002601851,0.0002416128,0.000004302139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979764,0.0002251049,0.00006598869,0.0002475209,0.000007683979,0.00001607928,0.0004841982,0.000004991151,0.0009719357],"genre_scores_gemma":[0.9990526,0.0002091777,0.00008084063,0.0000377108,0.000005978175,0.00001534186,0.0001483971,0.000001261187,0.0004487695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04093317,"threshold_uncertainty_score":0.08138978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09872392606006015,"score_gpt":0.3855163286865472,"score_spread":0.286792402626487,"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."}}