{"id":"W4402664157","doi":"10.1016/j.ccm.2024.08.007","title":"Lung and Diaphragm Protection During Mechanical Ventilation in Patients with Acute Respiratory Distress Syndrome","year":2024,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs","funders":"National Sanitarium Association","keywords":"Medicine; Mechanical ventilation; Acute respiratory distress; Diaphragm (acoustics); Respiratory distress; Respiratory system; Lung; Ventilation (architecture); Intensive care medicine; Anesthesia; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005865289,0.0007220759,0.002102465,0.001281333,0.0001601029,0.0008090991,0.0007358571,0.001151997,0.002392732],"category_scores_gemma":[0.001626039,0.0002535047,0.0009074869,0.00094054,0.0003738666,0.0007822143,0.0005847494,0.001719586,0.0005897465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030396,"about_ca_system_score_gemma":0.0008623546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008607415,"about_ca_topic_score_gemma":0.002278194,"domain_scores_codex":[0.9997544,0.00005436896,0.00006231709,0.0000449566,0.00006539943,0.00001854179],"domain_scores_gemma":[0.9994093,0.0003905054,0.0001026003,0.00000824511,0.00006655069,0.00002281838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003507351,0.00009146514,0.000644882,0.0571046,0.0005524725,0.0002432418,0.00005956464,0.0002138459,0.00107561,0.0007819314,0.0108474,0.9280343],"study_design_scores_gemma":[0.001139432,0.001737805,0.02636415,0.08722481,0.006773665,0.007091228,0.0003560962,0.0005796671,0.001431384,0.003398867,0.8637267,0.0001761548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000775057,0.9996038,0.00002696098,0.00007647077,0.00006441382,0.000002279914,0.000005550232,0.000001323549,0.0001416536],"genre_scores_gemma":[0.001168875,0.9981993,0.000101594,0.0001921213,0.0002149501,0.000006155708,0.00001490495,5.519212e-7,0.0001015332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002392732,"threshold_uncertainty_score":0.008004487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068899360234051,"score_gpt":0.3661219941548708,"score_spread":0.3154330005525303,"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."}}