{"id":"W4367599853","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2865","title":"Severity of Lung Injury and Positive End-expiratory Pressure Are Associated With Respiratory Drive in Intubated Hypoxemic Patients","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; McGill University","funders":"","keywords":"Medicine; Anesthesia; Respiratory system; Positive end-expiratory pressure; Lung; Cardiology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611742,0.0003361537,0.0004583022,0.0006280174,0.0003718914,0.0008697957,0.0003581326,0.0007813154,0.002707786],"category_scores_gemma":[0.003043914,0.0002640525,0.0004382279,0.0005622247,0.000463266,0.000636033,0.0005516339,0.001004371,0.0003010738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206791,"about_ca_system_score_gemma":0.0003496325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049268,"about_ca_topic_score_gemma":0.001581219,"domain_scores_codex":[0.9996738,0.00006740728,0.00005991807,0.00004594652,0.00007147875,0.00008139668],"domain_scores_gemma":[0.9974709,0.000590981,0.001152854,0.00007432017,0.000123097,0.0005879742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001627074,0.00003831334,0.9985721,0.000007493776,0.0000342426,0.0002196637,0.00004310676,0.00003513949,0.0003026186,0.00002137669,0.00003417494,0.0005290499],"study_design_scores_gemma":[0.000003494456,0.0001237437,0.9988602,0.00000537226,0.00001701245,0.0004987259,0.0001832244,0.0001770575,0.00005452021,0.00002858034,0.00004481157,0.000003292526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993165,0.0001608942,0.00004173114,0.00005479771,0.00000807844,0.000003187116,0.00004352013,0.000001836419,0.0003693872],"genre_scores_gemma":[0.9996903,0.00005192644,0.00003213604,0.00002479169,0.00002014016,0.000002645899,0.00007891971,7.823284e-7,0.00009832512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707786,"threshold_uncertainty_score":0.009058416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080144955821395,"score_gpt":0.2493592230863375,"score_spread":0.2385577735281235,"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."}}