{"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":"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":[0.01603728,0.00220283,0.002194808,0.00133225,0.002645605,0.00167479,0.006831877,0.003297276,0.0007305346],"category_scores_gemma":[0.004619617,0.002485501,0.001309996,0.003246924,0.0004655344,0.001311519,0.001917263,0.005550811,0.001328824],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02997462,"about_ca_system_score_gemma":0.03652396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603511,"about_ca_topic_score_gemma":0.0155794,"domain_scores_codex":[0.975996,0.006490585,0.002838784,0.003513363,0.002436505,0.008724827],"domain_scores_gemma":[0.9852761,0.003201106,0.0009697066,0.003263922,0.0005395174,0.006749646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008208251,0.0008738542,0.3162107,0.003905425,0.001022733,0.005593177,0.5429022,0.007871297,0.03124676,0.00174637,0.06106832,0.02673829],"study_design_scores_gemma":[0.01306453,0.001420985,0.192985,0.001820883,0.001352749,0.00514534,0.04644322,0.6557789,0.009198587,0.004806887,0.06040511,0.007577805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769985,0.0008408115,0.2159651,0.006755527,0.0006438475,0.002051253,0.0003805725,0.00306895,0.0003089514],"genre_scores_gemma":[0.9268208,0.001868824,0.01898912,0.04576135,0.0008319364,0.0008047418,0.00009455682,0.0004251197,0.004403614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6479076,"threshold_uncertainty_score":0.9994488,"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."}}