{"id":"W4415308424","doi":"10.54751/revistafoco.v18n10-069","title":"VENTILAÇÃO NÃO INVASIVA VERSUS CATETER NASAL DE ALTO FLUXO NA INSUFICIÊNCIA RESPIRATÓRIA AGUDA: EVIDÊNCIAS SOBRE INTUBAÇÃO, MORTALIDADE E TEMPO DE INTERNAÇÃO","year":2025,"lang":"","type":"article","venue":"Revista Foco","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catheter; Blood flow; Hemodynamics; Perfusion","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003198113,0.001652651,0.002499326,0.001138125,0.0006607234,0.0007466618,0.001704264,0.001373744,0.001773682],"category_scores_gemma":[0.0022867,0.001713147,0.001404497,0.001716102,0.0003942527,0.0005801607,0.0009928503,0.002235903,0.001012534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659282,"about_ca_system_score_gemma":0.006348683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295606,"about_ca_topic_score_gemma":0.0002834489,"domain_scores_codex":[0.9898769,0.0008708157,0.003083948,0.002112839,0.001292923,0.002762581],"domain_scores_gemma":[0.993626,0.0004329734,0.001046805,0.002785945,0.0006020691,0.00150622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01896209,0.003564302,0.07252695,0.01469348,0.006940804,0.009242826,0.0128053,0.00002776043,0.4440215,0.01796543,0.08640382,0.3128457],"study_design_scores_gemma":[0.0158141,0.004520351,0.005635019,0.01160761,0.004233825,0.0001849287,0.004817626,0.0009621549,0.140724,0.0007204489,0.8082249,0.002555099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498948,0.01782303,0.006974993,0.0008408937,0.006760805,0.004012132,0.0001554751,0.0004256662,0.0131122],"genre_scores_gemma":[0.9794574,0.001295439,0.0008813338,0.004013019,0.001724796,0.000396979,0.0001593991,0.0003173829,0.01175428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.721821,"threshold_uncertainty_score":0.9999227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737794800251141,"score_gpt":0.3422117963046691,"score_spread":0.3048338483021577,"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."}}