{"id":"W4413280476","doi":"10.1590/1809-2950/e24014824en","title":"Diaphragmatic ultrasonography as a predictor for mechanical ventilation weaning in adults: an integrative review","year":2025,"lang":"en","type":"article","venue":"Fisioterapia e Pesquisa","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaphragmatic breathing; Weaning; Medicine; Mechanical ventilation; Intensive care medicine; Internal medicine; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323152,0.0008504194,0.002851322,0.009011745,0.0003303464,0.001903989,0.001083363,0.001244174,0.002492274],"category_scores_gemma":[0.01226807,0.0004523598,0.002958059,0.006338489,0.0005125116,0.001319538,0.0006653646,0.0005873392,0.0001601843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009346184,"about_ca_system_score_gemma":0.003026823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506261,"about_ca_topic_score_gemma":0.004925039,"domain_scores_codex":[0.9985121,0.000387937,0.0006099731,0.0001720529,0.0002661815,0.00005185713],"domain_scores_gemma":[0.9885267,0.008775462,0.001881653,0.0001034579,0.000618795,0.00009386936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004084647,0.0001458159,0.01208833,0.7298055,0.007667915,0.0003636439,0.0004473052,0.0002160676,0.0003054295,0.0005729863,0.00227652,0.2457019],"study_design_scores_gemma":[0.0002776366,0.0007271399,0.07131038,0.7804695,0.09481356,0.003950949,0.001358261,0.0006122794,0.0004995978,0.0009699736,0.04488489,0.0001258955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001128943,0.9985616,0.00003213731,0.00009880852,0.00003179442,0.00001728514,0.00003376819,0.000001600493,0.00009403366],"genre_scores_gemma":[0.01480226,0.9845974,0.0002198185,0.0001399395,0.0001058222,0.00004671961,0.00005019813,0.0000010801,0.00003685963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009011745,"threshold_uncertainty_score":0.01228613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007864756569505,"score_gpt":0.3158605541222392,"score_spread":0.3057819065565442,"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."}}