{"id":"W4210958382","doi":"10.1002/ppul.25856","title":"Diaphragm electrical activity target during NAVA: One size may not fit all","year":2022,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Diaphragm (acoustics); Conflict of interest; Medical physics; Law; Electrical engineering","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":[0.0002963296,0.0005586883,0.001294924,0.0006675516,0.0002197008,0.00002748424,0.0003146949,0.001565959,0.001417724],"category_scores_gemma":[0.0007304802,0.0005502002,0.0006162913,0.0007115388,0.00009354055,0.00008768748,0.000302627,0.005193033,0.0002131509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233728,"about_ca_system_score_gemma":0.0004056515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011675,"about_ca_topic_score_gemma":0.000002928016,"domain_scores_codex":[0.9960756,0.0004012102,0.0005352026,0.001047377,0.0007902581,0.001150349],"domain_scores_gemma":[0.9974955,0.001118192,0.0004066371,0.0007038718,0.00009380645,0.0001820194],"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":[0.001255053,0.0003869653,0.02791371,0.0008138782,0.0006278702,0.006001921,0.0001274893,0.00001472555,0.001365732,0.00001152651,0.9604854,0.0009957049],"study_design_scores_gemma":[0.001576731,0.0002798314,0.1910412,0.000008874948,0.001399759,0.0002215588,0.000005633317,0.00003709376,0.0001876351,0.0001106337,0.8044378,0.0006933021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4288405,0.001547895,0.00002243538,0.5608582,0.005310656,0.001015333,0.0001481491,0.0003375078,0.001919305],"genre_scores_gemma":[0.6308626,0.005570184,0.0007831416,0.2721462,0.07428993,0.0008249287,0.001522839,0.000395342,0.01360486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.288712,"threshold_uncertainty_score":0.9997302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957865027164395,"score_gpt":0.2677044190388648,"score_spread":0.2481257687672209,"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."}}