{"id":"W4404101001","doi":"10.1183/13993003.congress-2024.pa1668","title":"Hypoxic respiratory failure: ventilation and chest wall inspiratory muscle function in severe COPD","year":2024,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Chinook Regional Hospital; McMaster University","funders":"","keywords":"Medicine; COPD; Cardiology; Respiratory system; Respiratory failure; Lung function; Ventilation (architecture); Internal medicine; Lung","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":[0.0001397929,0.0001876809,0.0001500307,0.0001062009,0.0001163935,0.0001184587,0.00008414347,0.0003949454,0.001297155],"category_scores_gemma":[0.0002124775,0.00005211075,0.00007760061,0.00008287737,0.0001677325,0.0001195286,0.0001107022,0.0002250236,0.0001390972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009254936,"about_ca_system_score_gemma":0.00009477851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000521567,"about_ca_topic_score_gemma":0.0007602909,"domain_scores_codex":[0.9999721,0.000006521201,0.000003118498,0.000005991192,0.000006118401,0.000006166876],"domain_scores_gemma":[0.9998963,0.00001638083,0.00003143233,0.000003902525,0.000009592509,0.00004238986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005727891,0.0007742789,0.6566742,0.0002991414,0.00009584658,0.001471931,0.0002145068,0.0003797998,0.3107147,0.00007668926,0.0006587958,0.02291215],"study_design_scores_gemma":[0.00001268055,0.0007830749,0.9959083,0.000006482466,0.0000102199,0.0007270227,0.00004431174,0.000192435,0.002162018,0.00002541665,0.000126249,0.000001920738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990402,0.0004886632,0.0000899205,0.00006600002,0.000004652044,0.000006404971,0.00004413063,0.000002756736,0.0002572697],"genre_scores_gemma":[0.999387,0.0001448922,0.0001084152,0.00005459866,0.00001419587,0.000009202143,0.00008797834,7.590487e-7,0.0001929822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297155,"threshold_uncertainty_score":0.004339397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252156645698487,"score_gpt":0.2552131032764182,"score_spread":0.2326915368194334,"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."}}