{"id":"W4399372357","doi":"10.51161/epidemion2024/34616","title":"INDICADOR DE QUALIDADE ASSISTENCIAL:AVALIAÇÃO DE MEDIDAS DE PREVENÇÃO DE QUEDA EM UM HOSPITAL UNIVERSITÁRIO DE ARACAJU-SE","year":2024,"lang":"pt","type":"article","venue":"","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003785525,0.000742477,0.0008344337,0.0004835487,0.001282543,0.0001738625,0.001065193,0.001863767,0.004592927],"category_scores_gemma":[0.0004463022,0.0007093037,0.0004635912,0.0006763448,0.000171337,0.0004399155,0.0005981642,0.003475387,0.001565545],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005582305,"about_ca_system_score_gemma":0.01271037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04184312,"about_ca_topic_score_gemma":0.01458206,"domain_scores_codex":[0.9904898,0.003011815,0.001227,0.001021308,0.0008230422,0.003427029],"domain_scores_gemma":[0.9949504,0.00130062,0.000403741,0.000674539,0.0001621468,0.002508541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001321792,0.001239374,0.2872192,0.02922392,0.0009134644,0.009525445,0.4611104,0.00003157699,0.0013365,0.02468557,0.1286971,0.05469574],"study_design_scores_gemma":[0.004385903,0.002715533,0.4136617,0.0192734,0.001304066,0.001111545,0.2943727,0.01231427,0.004975469,0.01587407,0.2263055,0.003705885],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625754,0.004266295,0.005560002,0.01967381,0.001827295,0.001418183,0.0006465045,0.0006902554,0.003342275],"genre_scores_gemma":[0.8707657,0.001351772,0.002879076,0.005134664,0.001453164,0.0001044823,0.00007339907,0.0001736174,0.1180642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667376,"threshold_uncertainty_score":0.9995358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05295701392173772,"score_gpt":0.4130363351321804,"score_spread":0.3600793212104427,"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."}}