{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008483531,0.0005118018,0.0009309967,0.0006182062,0.0003903855,0.000945061,0.0003919119,0.001388303,0.001989658],"category_scores_gemma":[0.004391444,0.0002674532,0.000347545,0.000428616,0.000841008,0.0009862094,0.0006419619,0.001599504,0.0002072824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142273,"about_ca_system_score_gemma":0.0003150131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297145,"about_ca_topic_score_gemma":0.0008349677,"domain_scores_codex":[0.9997086,0.0001204051,0.00003707266,0.0000316413,0.00005253874,0.00004976379],"domain_scores_gemma":[0.9966503,0.001858171,0.0004889145,0.0001583211,0.0001244642,0.0007198047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01466745,0.001288354,0.9573544,0.0002653845,0.0004097846,0.001290075,0.0007791184,0.0008981913,0.007331646,0.0007346196,0.0004523058,0.01452867],"study_design_scores_gemma":[0.0001116024,0.001263865,0.9955641,0.00002249673,0.00009155169,0.0007064579,0.0002568243,0.0008821483,0.0003002452,0.0005054498,0.0002808997,0.00001435023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951447,0.003308621,0.0001017857,0.0001899959,0.00004032494,0.00001006894,0.0001131495,0.000004522232,0.001086745],"genre_scores_gemma":[0.9991058,0.0004207348,0.00006101629,0.000044096,0.00009411048,0.00001226068,0.00009055714,0.00000205606,0.0001693094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989658,"threshold_uncertainty_score":0.00665611,"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."}}