{"id":"W2127414881","doi":"10.1152/jappl.2001.91.2.859","title":"Mechanical output impedance of the lung determined from cardiogenic oscillations","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Glottis; Oscillation (cell signaling); Forced oscillation; Electrical impedance; Impedance cardiography; Lung; Cardiology; Mathematics; Materials science; Medicine; Physics; Internal medicine; Chemistry; Heart rate; Anatomy; Stroke volume; Blood pressure","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":[0.00008758729,0.0001172778,0.0003263117,0.00005210733,0.00003923118,0.000005337129,0.0002869331,0.00008678129,0.0000159362],"category_scores_gemma":[0.00002383265,0.00008655909,0.0001928899,0.0001625721,0.00004135421,0.00005032322,0.00005780697,0.0002374231,0.000005208469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694882,"about_ca_system_score_gemma":0.00002823506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004961303,"about_ca_topic_score_gemma":0.000001743816,"domain_scores_codex":[0.9991739,0.00002516249,0.0003843104,0.00009042341,0.0001519198,0.0001742367],"domain_scores_gemma":[0.999312,0.0001694179,0.0001798134,0.0002234355,0.00006141786,0.00005385585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004689907,0.000009177574,0.000628064,0.000008183711,0.0001241281,0.000002802255,0.00007919102,0.01333324,0.9845675,0.0001234086,0.0001868403,0.0008905373],"study_design_scores_gemma":[0.001635989,0.00009924724,0.1147582,0.0000951234,0.00024316,0.00007263082,0.0001656844,0.003901801,0.8599589,0.01710411,0.001578513,0.0003867099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955112,0.0002342498,0.002554346,0.00001672309,0.0008754088,0.00008474661,0.000007488414,0.00001706608,0.000698752],"genre_scores_gemma":[0.9982432,0.00007935033,0.0009237536,0.00001663704,0.0007076,0.000003574058,7.477099e-7,0.00002044156,0.000004663515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246087,"threshold_uncertainty_score":0.3529777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009879066267702609,"score_gpt":0.2141015225841169,"score_spread":0.2042224563164143,"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."}}