{"id":"W4404840316","doi":"10.56083/rcv4n11-186","title":"SEGURANÇA DO PACIENTE E O PAPEL DO ENFERMEIRO: ESTRATÉGIAS PARA PROMOÇÃO DA ASSISTÊNCIA HOSPITALAR","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003393856,0.001070637,0.001438702,0.0004374161,0.001236455,0.0002242116,0.0009141623,0.001095295,0.003061394],"category_scores_gemma":[0.001283368,0.0009527702,0.0007697821,0.001434313,0.0005044054,0.0008168979,0.0003243415,0.002872503,0.007196979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177012,"about_ca_system_score_gemma":0.00342178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009638681,"about_ca_topic_score_gemma":0.00002541141,"domain_scores_codex":[0.9902489,0.001835686,0.002756977,0.001926918,0.001485299,0.001746229],"domain_scores_gemma":[0.9942088,0.0009928701,0.001123173,0.001962397,0.0004054701,0.001307317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009745184,0.003457274,0.1011602,0.04722729,0.002404286,0.002633895,0.096361,0.0000185128,0.002622064,0.2422481,0.4472814,0.05361155],"study_design_scores_gemma":[0.00150805,0.0004464312,0.03316836,0.01183511,0.0004469635,0.00003335111,0.004406545,0.0004574945,0.00003001936,0.0002528195,0.9463128,0.001102041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4043359,0.2830442,0.01554154,0.1225538,0.03730472,0.02485491,0.005741952,0.003850837,0.1027722],"genre_scores_gemma":[0.9549674,0.001978863,0.00009539359,0.001165015,0.000975981,0.0004547357,0.0005972974,0.0002024266,0.03956284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5506316,"threshold_uncertainty_score":0.9994279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022914628647234,"score_gpt":0.4127601723193379,"score_spread":0.3104687094546145,"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."}}