{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313486,0.0008416669,0.0009383538,0.001632189,0.0002388312,0.0009119419,0.0005906158,0.001131063,0.0006929867],"category_scores_gemma":[0.008919844,0.0003812485,0.0004521706,0.0006871606,0.0003970367,0.0008007792,0.0007404143,0.0008889548,0.0006299023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070833,"about_ca_system_score_gemma":0.0002008587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608993,"about_ca_topic_score_gemma":0.002711245,"domain_scores_codex":[0.9988462,0.0004877557,0.0001289593,0.0002594493,0.0001794166,0.00009819724],"domain_scores_gemma":[0.996367,0.002145786,0.0006319064,0.0003172583,0.0003306599,0.0002074048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006359565,0.00004705715,0.9805861,0.00004255656,0.0001009484,0.0001215788,0.00009508933,0.0004687492,0.001769162,0.00002421564,0.0002600415,0.01584858],"study_design_scores_gemma":[0.0000656377,0.000382687,0.9773846,0.00002516912,0.0001184194,0.001526081,0.0001375602,0.01783547,0.001876009,0.0001331628,0.0004907289,0.00002430917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948133,0.001386049,0.00257948,0.0001176739,0.00004163829,0.00003212235,0.0001810201,0.0001424204,0.0007062736],"genre_scores_gemma":[0.9980949,0.0001788147,0.001266672,0.00004023076,0.00003276503,0.00001335837,0.0001948101,0.000009826876,0.0001687421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313486,"threshold_uncertainty_score":0.01223499,"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."}}