{"id":"W2808970404","doi":"10.1016/j.ccc.2018.03.005","title":"Avoiding Respiratory and Peripheral Muscle Injury During Mechanical Ventilation","year":2018,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Muscle weakness; Weakness; Mechanical ventilation; Muscle atrophy; Diaphragm (acoustics); Respiratory system; Sepsis; Atrophy; Intensive care medicine; Anesthesia; Internal medicine; Surgery","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":[0.0006708685,0.001032112,0.001859677,0.002148103,0.0003291216,0.001333682,0.001024171,0.001787383,0.004553018],"category_scores_gemma":[0.002969435,0.0003338025,0.0009406077,0.00156603,0.0004887706,0.001472085,0.001025785,0.001768593,0.0007888738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369059,"about_ca_system_score_gemma":0.001702189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470541,"about_ca_topic_score_gemma":0.00441863,"domain_scores_codex":[0.9995777,0.00007786128,0.0001482876,0.00007453491,0.0000913267,0.00003038456],"domain_scores_gemma":[0.9989601,0.0006686924,0.0001920317,0.00002027357,0.0001202533,0.00003858315],"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":[0.0001258081,0.00009905884,0.0005263869,0.1128053,0.000628121,0.000193709,0.00008276605,0.0001867415,0.0004475054,0.0008683148,0.01309529,0.870941],"study_design_scores_gemma":[0.0003205766,0.0005080058,0.008320007,0.13996,0.005511222,0.004673929,0.0003852459,0.0002439181,0.000817868,0.003004003,0.8361394,0.0001158918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000906983,0.9993404,0.00003733887,0.0001244368,0.0001069227,0.000003717732,0.000009607045,0.000002040632,0.0002849044],"genre_scores_gemma":[0.001249003,0.997844,0.0001831747,0.0003036501,0.0002301738,0.000008194293,0.00001939362,0.000001114855,0.000161262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004553018,"threshold_uncertainty_score":0.01523137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08983255070674886,"score_gpt":0.4341133586811502,"score_spread":0.3442808079744013,"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."}}