{"id":"W1991394398","doi":"10.1097/mat.0b013e3181911821","title":"Optimal Expiratory Volume Profile in Tidal Liquid Ventilation under Steady State Conditions, Based on a Symmetrical Lung Model","year":2008,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ventilation (architecture); Tidal volume; Mechanics; Functional residual capacity; Expiration; Pulmonary compliance; Lung volumes; Environmental science; Lung; Thermodynamics; Respiratory system; Medicine; Physics; Internal medicine","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":[0.0003609016,0.0001571635,0.0002427201,0.0006656303,0.0002352172,0.00002498898,0.0000684566,0.0001200018,0.0005085682],"category_scores_gemma":[0.00006446515,0.000139469,0.0001285108,0.0003391764,0.00007404053,0.0002092554,0.00001395096,0.0006650153,0.0001292819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634215,"about_ca_system_score_gemma":0.0006512671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000229768,"about_ca_topic_score_gemma":9.976752e-7,"domain_scores_codex":[0.998351,0.0001251306,0.000477373,0.0001994799,0.0005584231,0.0002885431],"domain_scores_gemma":[0.9992001,0.00004552523,0.00016575,0.0001582014,0.0002060337,0.0002243722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004035148,0.002013961,0.03738222,0.0000901101,0.0001188006,0.002024387,0.0009637264,0.8927404,0.009511444,0.0001874277,0.05012622,0.0008061634],"study_design_scores_gemma":[0.005978051,0.001076067,0.05403921,0.0002346646,0.00005828399,0.0005132619,0.0001916139,0.9332789,0.00300908,0.00001333344,0.001281096,0.0003264748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868618,0.0001187487,0.009959652,0.0003635264,0.0002004764,0.0002137276,0.00001748038,0.00004023238,0.002224308],"genre_scores_gemma":[0.9947785,0.00001754762,0.0008243289,0.001816804,0.0002092774,0.00001380297,0.00003897885,0.00002790617,0.002272852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04884513,"threshold_uncertainty_score":0.5687383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837523031165957,"score_gpt":0.288049460254062,"score_spread":0.2596742299424025,"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."}}