{"id":"W2093952348","doi":"10.1164/ajrccm.161.5.9904109","title":"Expiratory Flow Limitation and Intrinsic Positive End-Expiratory Pressure at Zero Positive End-Expiratory Pressure in Patients with Adult Respiratory Distress Syndrome","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Supine position; Positive end-expiratory pressure; Respiratory physiology; Anesthesia; ARDS; Tidal volume; Respiratory distress; Cardiology; Respiratory system; Mechanical ventilation; Internal medicine; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007846383,0.0008688988,0.001897142,0.000722751,0.000356613,0.00005850251,0.0002969173,0.0003546155,0.0003815209],"category_scores_gemma":[0.000551723,0.0006788807,0.0001950273,0.0006710153,0.002860597,0.0007617444,0.0001169016,0.001344735,0.00001093827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524501,"about_ca_system_score_gemma":0.0005031432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003364513,"about_ca_topic_score_gemma":0.00003658181,"domain_scores_codex":[0.9939573,0.0008693393,0.001592042,0.001019006,0.001648934,0.0009133687],"domain_scores_gemma":[0.9949519,0.0006049157,0.0006222235,0.0006304844,0.001775626,0.001414874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01184327,0.00106277,0.6640884,0.001311237,0.0008707856,0.00522479,0.007091689,0.00003033037,0.002245513,0.0005845968,0.001572253,0.3040744],"study_design_scores_gemma":[0.01956549,0.06627668,0.8363363,0.003952461,0.002727324,0.0007872339,0.01164439,0.0000182453,0.002919834,0.00009349396,0.05412811,0.001550436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797475,0.01743102,0.00007590556,0.0004341786,0.0002504218,0.0009328501,0.0002434525,0.0000550336,0.0008296221],"genre_scores_gemma":[0.990257,0.00011754,0.0002665629,0.008544013,0.0004761303,0.00006658197,0.00006290992,0.0001187069,0.00009058334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302524,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007361981064167299,"score_gpt":0.2498305643106965,"score_spread":0.2424685832465292,"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."}}