{"id":"W4407688308","doi":"10.31060/rbsp.2025.v19.n1.1955","title":"DEPRESSÃO, ANSIEDADE E ESTRESSE","year":2025,"lang":"pt","type":"article","venue":"Revista Brasileira de Segurança Pública","topic":"Occupational Health and Burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001082036,0.0003510221,0.0005000393,0.001633977,0.000793669,0.001043707,0.0004025493,0.0003315045,0.00307557],"category_scores_gemma":[0.003672656,0.0002982572,0.0004690621,0.001781403,0.0008242661,0.0004830083,0.000861089,0.0005172821,0.0003629978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299138,"about_ca_system_score_gemma":0.001451759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201731,"about_ca_topic_score_gemma":0.04259191,"domain_scores_codex":[0.999019,0.0002823065,0.0001135658,0.000173467,0.0002387103,0.0001728967],"domain_scores_gemma":[0.997268,0.0005826347,0.001063552,0.0002580073,0.0004217665,0.0004060589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008983467,0.00007438675,0.9782723,0.0001674689,0.00006038431,0.0002373637,0.003732587,0.00004617383,0.0007193175,0.0003731944,0.0002104454,0.01601641],"study_design_scores_gemma":[0.000002160359,0.0001162785,0.9941022,0.00006688148,0.00003768891,0.0003475285,0.003450544,0.00005758921,0.0001818899,0.0001614527,0.001468323,0.00000757918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908394,0.002397263,0.0003564511,0.0002930372,0.00001952016,0.00005102106,0.00080905,0.00001136567,0.005222935],"genre_scores_gemma":[0.9975432,0.001011019,0.0003384963,0.00003865477,0.000006105513,0.00002143516,0.0001776829,0.00000231081,0.0008610364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201731,"threshold_uncertainty_score":0.06366187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912140131844207,"score_gpt":0.4099878051366989,"score_spread":0.3708664038182568,"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."}}