{"id":"W2002120951","doi":"10.1159/000196394","title":"Hypercapnic Ventilation Response in Patients with Lung Disease: Improved Accuracy by Correcting for Ventilation Ability","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Hypercapnia; COPD; Ventilation (architecture); Respiratory minute volume; Respiratory disease; Lung volumes; Obstructive lung disease; Cardiology; Internal medicine; Respiratory system; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006682805,0.0001447847,0.0001921822,0.0001431327,0.00009984584,0.00003452753,0.00004338309,0.00008842631,0.00002554127],"category_scores_gemma":[0.0007402002,0.0001309421,0.00006676893,0.0002239291,0.00001267806,0.0004032492,0.000006301874,0.0001072198,0.000003231005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299753,"about_ca_system_score_gemma":0.0001540703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003427363,"about_ca_topic_score_gemma":0.000004077404,"domain_scores_codex":[0.9987164,0.00008697762,0.0003849475,0.0003383988,0.0002555531,0.0002176866],"domain_scores_gemma":[0.9991187,0.00009782257,0.0001984089,0.0002696884,0.0001988724,0.0001164589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09293646,0.001001913,0.4957417,0.0001586205,0.00002287794,0.000004303512,0.0003236956,0.0001374022,0.2446374,0.00003656487,0.0004924801,0.1645065],"study_design_scores_gemma":[0.003881939,0.001725232,0.9742019,0.0001036472,0.00006719272,4.998047e-7,0.00002279399,0.006345957,0.0114665,0.00006032038,0.001965435,0.0001585879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839392,0.00007234698,0.01366181,0.0001858898,0.0001203844,0.001926063,0.00001497231,0.00005862263,0.0000207],"genre_scores_gemma":[0.998526,0.000001037073,0.0004459766,0.0003221784,0.00006689601,0.00007429397,0.000442901,0.00001858027,0.000102124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4784602,"threshold_uncertainty_score":0.5339662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104121195596275,"score_gpt":0.2780941142981139,"score_spread":0.2676819947384864,"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."}}