{"id":"W2407256630","doi":"10.1159/000446518","title":"A Review of the Ultrasound Assessment of Diaphragmatic Function in Clinical Practice","year":2016,"lang":"en","type":"review","venue":"Respiration","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Diaphragmatic breathing; Diaphragm (acoustics); Ultrasound; Ultrasonography; Apposition; Outpatient clinic; Radiology; Ultrasound imaging; Physical examination; Pulmonary function testing; Clinical Practice; Intensive care medicine; Medical physics; Physical therapy; Pathology; Anatomy; 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":[0.001104316,0.0009249561,0.001270494,0.004433685,0.0003088491,0.001264837,0.0009951305,0.001126228,0.004430607],"category_scores_gemma":[0.003803778,0.0003414265,0.0008093705,0.003846505,0.0004850837,0.001732012,0.0006697043,0.001112305,0.001385572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519896,"about_ca_system_score_gemma":0.001961086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815319,"about_ca_topic_score_gemma":0.002665172,"domain_scores_codex":[0.9994063,0.0001189636,0.0001890661,0.0001042657,0.0001545627,0.00002687155],"domain_scores_gemma":[0.9980719,0.001196182,0.0002563763,0.0000372059,0.0003670558,0.00007121878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007353765,0.00005883674,0.0009329625,0.05395641,0.0001864162,0.0004197838,0.0001732418,0.0002965535,0.0007994279,0.001387109,0.02347094,0.9182448],"study_design_scores_gemma":[0.00002485375,0.0002050691,0.006322668,0.04634853,0.000767102,0.00758135,0.0002820918,0.0002166176,0.0005991787,0.001901887,0.9356801,0.00007057913],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001604466,0.9986111,0.00013316,0.0002765453,0.0001488153,0.000006167075,0.00003588956,0.000005930156,0.0006218429],"genre_scores_gemma":[0.0008737229,0.9982538,0.0003150014,0.00015578,0.0001958297,0.000006663321,0.00003897654,0.000001577319,0.0001587085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004433685,"threshold_uncertainty_score":0.01482189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09430469700391368,"score_gpt":0.4734261195476358,"score_spread":0.3791214225437221,"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."}}