{"id":"W4386717180","doi":"10.1007/978-3-031-32462-8_11","title":"Ultrasound Assessment of the Respiratory Muscles","year":2023,"lang":"en","type":"book-chapter","venue":"Lessons from the ICU","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Parasternal line; Medicine; Intercostal muscle; Diaphragm (acoustics); Respiratory system; Mechanical ventilation; Diaphragmatic breathing; Ultrasound; Respiratory monitoring; Intensive care medicine; Radiology; Cardiology; Internal medicine; Pathology","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":[0.001155197,0.0009116151,0.0008167875,0.001812255,0.0003594578,0.001743603,0.001117934,0.002354919,0.0115647],"category_scores_gemma":[0.002130841,0.0003643623,0.0003949877,0.0007295989,0.002389233,0.002385645,0.001255673,0.004401893,0.006708771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075138,"about_ca_system_score_gemma":0.0006595473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010649,"about_ca_topic_score_gemma":0.005237835,"domain_scores_codex":[0.9996389,0.0001226711,0.00002452581,0.00004010204,0.0001540192,0.00001977406],"domain_scores_gemma":[0.9989291,0.000779679,0.00001673458,0.00003778645,0.0001758166,0.00006082935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003863143,0.0001047021,0.0004492465,0.001139033,0.00001803106,0.0009205297,0.0005072268,0.001178971,0.003330873,0.07281838,0.2971235,0.622371],"study_design_scores_gemma":[0.00001110723,0.00008641998,0.001748415,0.0013847,0.00001011508,0.005054724,0.0003882379,0.0008576868,0.000888452,0.06734414,0.922176,0.00004986478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00161014,0.4630779,0.05088923,0.02902052,0.01713306,0.00009251382,0.0002243403,0.0004837684,0.4374685],"genre_scores_gemma":[0.01708372,0.3281878,0.05555672,0.0232669,0.02254631,0.0002020941,0.000246455,0.000387393,0.5525225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0115647,"threshold_uncertainty_score":0.03868777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0761480626502019,"score_gpt":0.3297484395842446,"score_spread":0.2536003769340427,"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."}}