{"id":"W3028717465","doi":"10.4187/respcare.07410","title":"Assessing Diaphragmatic Function","year":2020,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; European Respiratory Society","keywords":"Medicine; Diaphragm (acoustics); Mechanical ventilation; Diaphragmatic breathing; Weakness; Intensive care medicine; Muscle atrophy; Physical medicine and rehabilitation; Atrophy; Anesthesia; Surgery; Internal medicine; Pathology","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":[0.001086088,0.001011578,0.001774288,0.002518109,0.0001671077,0.001000374,0.0008832129,0.00112111,0.002879599],"category_scores_gemma":[0.001970264,0.000201106,0.0009648201,0.001471094,0.0004559213,0.001017018,0.0006766752,0.001145297,0.001376928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000483746,"about_ca_system_score_gemma":0.0008763106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181142,"about_ca_topic_score_gemma":0.001792599,"domain_scores_codex":[0.999511,0.0001093999,0.00007984207,0.00007604465,0.0001948217,0.00002891831],"domain_scores_gemma":[0.9992818,0.0003805207,0.0001140228,0.0000175686,0.0001797112,0.00002629804],"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":[0.000138159,0.00004555571,0.001082819,0.03500757,0.0004219234,0.00008828797,0.00004216454,0.000286979,0.001698226,0.001330457,0.01212666,0.9477313],"study_design_scores_gemma":[0.00009425759,0.000608598,0.02149121,0.04475081,0.001610287,0.005500202,0.0002195682,0.0004978614,0.002909238,0.004513829,0.9177055,0.00009855602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000203902,0.998473,0.0001618814,0.0001693767,0.0001213063,0.000006853727,0.00004945283,0.000006431049,0.0008077385],"genre_scores_gemma":[0.00221553,0.9966763,0.000327173,0.0001665485,0.000123373,0.00001180518,0.00008632969,0.00000189305,0.0003909941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002879599,"threshold_uncertainty_score":0.009633183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135455913639143,"score_gpt":0.398229369840868,"score_spread":0.2846837784769538,"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."}}