{"id":"W1947173288","doi":"","title":"Dynamic hyperinflation in cystic fibrosis","year":2012,"lang":"en","type":"article","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hyperinflation; Dynamic hyperinflation; Cystic fibrosis; Internal medicine; Cardiology; Exercise intolerance; Gastroenterology; Lung volumes; 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":[0.0002719839,0.0003028663,0.0002114873,0.0003866592,0.0002058001,0.0001836022,0.0001575723,0.000327754,0.002120636],"category_scores_gemma":[0.000981227,0.00005322836,0.00009452416,0.000237982,0.0003182137,0.0001812089,0.0002445467,0.0002730836,0.0001541786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003607,"about_ca_system_score_gemma":0.0001603324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007843797,"about_ca_topic_score_gemma":0.0005706091,"domain_scores_codex":[0.999898,0.00002842976,0.00001042603,0.00002058362,0.00002433492,0.0000183494],"domain_scores_gemma":[0.9996096,0.0001364514,0.0001371788,0.00001361343,0.00003693892,0.00006622622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327744,0.0003751827,0.8516415,0.000675432,0.00007111279,0.01282363,0.0007164738,0.001025811,0.02810382,0.0005680954,0.001383578,0.1012876],"study_design_scores_gemma":[0.00001820363,0.0005946562,0.9682565,0.0000914712,0.00003543543,0.02632388,0.0001245678,0.0004775781,0.001429368,0.0004157387,0.002224681,0.000008006403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843311,0.01118421,0.0008479169,0.0003523903,0.00003181806,0.00003508609,0.0001328742,0.00002049147,0.003064208],"genre_scores_gemma":[0.9984694,0.0009090459,0.000194169,0.00003972621,0.00003629026,0.000009374201,0.00007194866,0.000001346005,0.0002686707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120636,"threshold_uncertainty_score":0.007094264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319942762809544,"score_gpt":0.3181160928068716,"score_spread":0.3049166651787762,"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."}}