{"id":"W2171135911","doi":"10.1186/1465-9921-11-82","title":"Combined forced oscillation and forced expiration measurements in mice for the assessment of airway hyperresponsiveness","year":2010,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"Canadian Institutes of Health Research","keywords":"Airway hyperresponsiveness; Forced oscillation; Expiration; Airway; Medicine; Exhaled breath condensate; Internal medicine; Respiratory system; Asthma; Anesthesia; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003363446,0.0001351154,0.0002729762,0.0003665703,0.0002732166,0.00003312076,0.0001509995,0.0001433071,0.00003890268],"category_scores_gemma":[0.001172973,0.00009471942,0.00007829469,0.0004183949,0.0002886386,0.0001258606,0.00007095395,0.0003999133,0.000002288499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008262688,"about_ca_system_score_gemma":0.0007074975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002309068,"about_ca_topic_score_gemma":0.0001111087,"domain_scores_codex":[0.9977148,0.0003624623,0.0004017597,0.0003159201,0.0008611419,0.000343907],"domain_scores_gemma":[0.9976366,0.000919545,0.0001000541,0.0003780102,0.0008179695,0.0001478639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001124759,0.0001525722,0.212119,0.0002219328,0.00002884053,0.000002880854,0.0001323679,0.00005390027,0.7752028,0.000500779,0.0002280636,0.01023211],"study_design_scores_gemma":[0.00684418,0.001867712,0.8761144,0.0001740246,0.0000519107,0.000003014545,0.00074131,0.006219981,0.09325808,0.0001380219,0.01439577,0.0001915956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959983,0.0002689888,0.0004578433,0.0004424928,0.0001255912,0.002106796,0.00001069362,0.00001654666,0.0005727787],"genre_scores_gemma":[0.9989637,0.00001116265,0.0001966789,0.0001701129,0.000136754,0.0003144146,0.000008756889,0.00002537999,0.0001730111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6819447,"threshold_uncertainty_score":0.3862546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405014478282306,"score_gpt":0.4350692399524908,"score_spread":0.2945677921242602,"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."}}