{"id":"W1488966314","doi":"10.1111/j.1440-1843.2010.01831.x","title":"Effecting positive outcomes through positive pressure ventilation in COPD","year":2010,"lang":"en","type":"letter","venue":"Respirology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Mechanical ventilation; Case fatality rate; Intensive care medicine; Intubation; Respiratory failure; Randomized controlled trial; Hypercapnia; Ventilation (architecture); Emergency medicine; Anesthesia; Respiratory system; Surgery; Internal medicine; Epidemiology","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":[0.001865616,0.0002306153,0.0004370745,0.0002286257,0.0004879753,0.0008569456,0.0005173016,0.001120527,0.01291136],"category_scores_gemma":[0.007680986,0.00007073607,0.0007264314,0.0002552631,0.0006154153,0.0008921267,0.001143821,0.002219348,0.001252099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372006,"about_ca_system_score_gemma":0.001261981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000896771,"about_ca_topic_score_gemma":0.002516399,"domain_scores_codex":[0.9988734,0.0006422624,0.00006050689,0.00005588005,0.0002398738,0.0001280884],"domain_scores_gemma":[0.9982219,0.0008618103,0.0002493712,0.0000624343,0.0001430008,0.0004613433],"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":[0.00261906,0.002164198,0.006347655,0.006587816,0.0007853339,0.0004488041,0.000424639,0.0003601286,0.001184293,0.01106686,0.09980398,0.8682073],"study_design_scores_gemma":[0.008555026,0.01808229,0.1549837,0.02806512,0.001803966,0.003014837,0.001146064,0.001267585,0.002694594,0.07088292,0.7093229,0.0001809034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.081776,0.5794427,0.002769785,0.2380382,0.01778914,0.0004611433,0.001103253,0.0003599854,0.07825969],"genre_scores_gemma":[0.5397251,0.3438014,0.007019274,0.07170679,0.02920728,0.0005992114,0.000632423,0.000106215,0.007202259],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01291136,"threshold_uncertainty_score":0.04319274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590619559005074,"score_gpt":0.3025521948622732,"score_spread":0.2866459992722225,"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."}}