{"id":"W2122033416","doi":"10.4187/respcare.02643","title":"Neurally Adjusted Ventilatory Assist: Insufficient Evidence of Broad Clinical Outcomes","year":2013,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Intensive care 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"],"category_scores_codex":[0.0006804022,0.0008511053,0.002281326,0.0005712525,0.0001112979,0.00005468216,0.0007332966,0.002308185,0.001006126],"category_scores_gemma":[0.0006580797,0.0007068557,0.001646621,0.0003656812,0.0003651936,0.0002130254,0.0002829754,0.003277696,0.0005285612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061987,"about_ca_system_score_gemma":0.001931505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185638,"about_ca_topic_score_gemma":0.00001017999,"domain_scores_codex":[0.9934654,0.0004220647,0.002271041,0.001252994,0.001761706,0.0008268011],"domain_scores_gemma":[0.9943657,0.0003671818,0.001236229,0.002271611,0.001324323,0.0004349611],"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":[0.0001490252,0.000163732,0.2158789,0.003484478,0.000333081,0.00206535,0.0001875391,0.000001274718,0.002105333,0.00001204047,0.766403,0.009216285],"study_design_scores_gemma":[0.001272263,0.002029253,0.09971044,0.001833448,0.0007644724,0.00002402153,0.000218031,0.000001543726,0.002591733,0.000004355523,0.8909206,0.0006298403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9128852,0.03046786,0.00004745159,0.03898398,0.008221175,0.004771231,0.0002017734,0.0005849817,0.003836297],"genre_scores_gemma":[0.1522646,0.0001214599,0.0002567708,0.8372115,0.004393655,0.0002269736,0.0002302177,0.0003255204,0.00496932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7982275,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285126213461212,"score_gpt":0.3786898459762288,"score_spread":0.2501772246301077,"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."}}