{"id":"W7042852284","doi":"","title":"Qualidade de vida, preval??ncia da s??ndrome de burnout e da sonol??ncia diurna em m??dicos residentes na cidade de Manaus","year":2022,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Occupational Health and Burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Epidemiology; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0069494,0.001655387,0.001852451,0.001690839,0.009431475,0.0007670908,0.002872831,0.002011437,0.001608431],"category_scores_gemma":[0.003029752,0.001842358,0.0009501876,0.002407568,0.0001106172,0.001043669,0.001949302,0.006407832,0.0002338315],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01354261,"about_ca_system_score_gemma":0.01467692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140923,"about_ca_topic_score_gemma":0.001813223,"domain_scores_codex":[0.977842,0.007519473,0.003754555,0.002403628,0.003498448,0.004981932],"domain_scores_gemma":[0.9885426,0.002263529,0.00264257,0.002085672,0.0009687784,0.003496895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005343244,0.00596192,0.09457827,0.005319281,0.001335305,0.003374331,0.08478813,0.001813649,0.006238719,0.7508204,0.03527246,0.005154308],"study_design_scores_gemma":[0.006350836,0.0009098703,0.1912675,0.001973613,0.0007516477,0.004648898,0.02438611,0.00533637,0.0004725209,0.003460684,0.7578242,0.002617738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906553,0.007165833,0.008118308,0.05622749,0.006109361,0.005448739,0.002295773,0.001510152,0.02246906],"genre_scores_gemma":[0.981127,0.0006076907,0.002650587,0.003918994,0.002682336,0.002228861,0.00116011,0.0003580104,0.005266447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7473597,"threshold_uncertainty_score":0.9996193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670942543428182,"score_gpt":0.3333298181248538,"score_spread":0.286620392690572,"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."}}