{"id":"W102726690","doi":"10.1186/cc12083","title":"A window into diaphragm kinetics: feasibility, precision, and physiological meaning of ultrasound measurements of diaphragm thickness","year":2013,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diaphragm (acoustics); Medicine; Ultrasound; Respiratory system; Biomedical engineering; Radiology; Internal medicine; Acoustics","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":[0.01020858,0.0006120694,0.0004609204,0.001129751,0.0003383575,0.001357543,0.0006191549,0.001216856,0.001012842],"category_scores_gemma":[0.02230028,0.0006134143,0.0003110342,0.0004756777,0.001645833,0.002411275,0.0008572261,0.001202438,0.0003382323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242989,"about_ca_system_score_gemma":0.0004359058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004855726,"about_ca_topic_score_gemma":0.0003930973,"domain_scores_codex":[0.9960425,0.00268774,0.0001706082,0.0003936348,0.000556175,0.0001493646],"domain_scores_gemma":[0.982424,0.01384267,0.001062992,0.001263503,0.001090387,0.0003164572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00503426,0.0002415217,0.1053556,0.0007306916,0.00007926182,0.0003956802,0.001400048,0.001440771,0.777442,0.001422298,0.0002469763,0.1062109],"study_design_scores_gemma":[0.0002422982,0.01577658,0.4899277,0.0004635274,0.0004986569,0.006596018,0.00183891,0.03247025,0.4430003,0.00350071,0.005475497,0.0002094928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8443888,0.01727069,0.1331554,0.0007504739,0.0002709478,0.0002436151,0.0002288264,0.00021324,0.003478096],"genre_scores_gemma":[0.960445,0.002054121,0.03647165,0.000218284,0.0001909237,0.0001257269,0.00006607547,0.00006269158,0.0003654437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020858,"threshold_uncertainty_score":0.05398875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806010620666536,"score_gpt":0.3424684196760041,"score_spread":0.2618673576093504,"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."}}