{"id":"W2064202529","doi":"10.1378/chest.129.5.1330","title":"Closing Capacity and Gas Exchange in Chronic Heart Failure","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Cardiology; Heart failure; Spirometry; Internal medicine; Ventilation (architecture); Anesthesia; Critical closing pressure; Hemodynamics; Asthma","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":[0.0002997615,0.00009752656,0.0001927849,0.0001179508,0.00007677819,0.0000372114,0.00003132123,0.00008289377,0.0002357252],"category_scores_gemma":[0.00001535347,0.00008114942,0.00004891733,0.00008884163,0.00004166107,0.0001124301,0.00001378819,0.0003734456,0.00001385247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764135,"about_ca_system_score_gemma":0.0001412915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002936364,"about_ca_topic_score_gemma":0.0001487813,"domain_scores_codex":[0.9992607,0.00002410011,0.0001988155,0.0001152653,0.0001511645,0.0002499152],"domain_scores_gemma":[0.9996703,0.00001008494,0.00005470109,0.0000885878,0.00003414732,0.0001421536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008472559,0.0001720262,0.245992,0.0005273405,0.00002831317,0.0008922448,0.0005874562,0.00000675138,0.7128428,0.0003225367,0.02252783,0.01601598],"study_design_scores_gemma":[0.003908973,0.0006046332,0.1619262,0.0004879209,0.00005826553,0.005512296,0.0002656672,0.0001067219,0.09929209,0.002190373,0.725379,0.0002678337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953424,0.001534724,0.0002249013,0.001889601,0.0001202888,0.0000966542,8.381537e-7,0.00001424294,0.0007763923],"genre_scores_gemma":[0.9961343,0.00006837254,0.002051078,0.0003011911,0.001146858,0.000002570501,0.000001868034,0.00001514915,0.0002785513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7028512,"threshold_uncertainty_score":0.3309177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593226839106918,"score_gpt":0.2594235240050618,"score_spread":0.2334912556139926,"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."}}