{"id":"W4324292629","doi":"10.47094/iicolubrais2022/41","title":"A SAÚDE MENTAL DO PÓS-GRADUANDO BRASILEIRO NA PANDEMIA DE COVID-19: UMA ANÁLISE DE FATORES ASSOCIADOS À DEPRESSÃO, ANSIEDADE E O ESTRESSE","year":2022,"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":"Impact","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychology; 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":[0.001987632,0.000292625,0.0006073574,0.001983154,0.001856523,0.001640983,0.0004939613,0.000656753,0.005299572],"category_scores_gemma":[0.007470759,0.000249793,0.0006861688,0.003218494,0.000805983,0.0009550465,0.001602373,0.001464343,0.0005104357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165841,"about_ca_system_score_gemma":0.004024322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2306062,"about_ca_topic_score_gemma":0.3871666,"domain_scores_codex":[0.9987355,0.000338214,0.0001502828,0.0001566653,0.0004325869,0.0001868002],"domain_scores_gemma":[0.994767,0.001097345,0.001385995,0.0002990906,0.001699811,0.0007507536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000211371,0.00008737157,0.8717841,0.001110197,0.0002226034,0.0005359018,0.0222905,0.00006634193,0.0006209026,0.001694445,0.01412116,0.08725513],"study_design_scores_gemma":[0.000004809789,0.00006344784,0.9681215,0.0007110103,0.0001068376,0.000213692,0.01108657,0.00006326073,0.00008616226,0.0002671728,0.01925328,0.00002233955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028917,0.02527759,0.001247016,0.01492728,0.0007690667,0.0004529124,0.01069845,0.00006073891,0.04367525],"genre_scores_gemma":[0.9607163,0.02179978,0.001934225,0.002038351,0.0003033371,0.0003127819,0.003286589,0.00002601369,0.009582475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306062,"threshold_uncertainty_score":0.4585279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887999590614636,"score_gpt":0.3512617173107228,"score_spread":0.3023817214045764,"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."}}