{"id":"W2067813593","doi":"10.1016/j.rmed.2012.04.001","title":"Ciliary beating is depressed in nasal cilia from chronic obstructive pulmonary disease subjects","year":2012,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"GlaxoSmithKline","keywords":"Mucociliary clearance; Medicine; COPD; Cilium; Mucus; Anesthesia; Cardiology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006820246,0.0003614835,0.0006736572,0.0003695065,0.0001080567,0.000009805751,0.0002341938,0.0001365382,0.001303759],"category_scores_gemma":[0.002762421,0.0002970113,0.00009674362,0.0006365334,0.000486797,0.0003609488,0.000148428,0.0006638294,0.0001204235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790083,"about_ca_system_score_gemma":0.000520328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003374987,"about_ca_topic_score_gemma":0.0000447361,"domain_scores_codex":[0.99637,0.0002320077,0.0006347132,0.0006049618,0.001190931,0.0009673894],"domain_scores_gemma":[0.9970426,0.0007320102,0.0001519327,0.0007961485,0.0001369787,0.001140311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001024372,0.0002521423,0.8593977,0.0004307357,0.00006569262,0.0005039021,0.0008264873,0.000009015524,0.1140768,0.00004949432,0.001999205,0.02136439],"study_design_scores_gemma":[0.003131008,0.0003337854,0.9605815,0.00126247,0.0001093122,0.00001790204,0.0005064284,0.0006078071,0.005115811,0.0002119609,0.02783592,0.0002860602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392402,0.05593218,0.00007808617,0.0007802264,0.0004486041,0.0008020071,0.00007606538,0.0001089914,0.002533655],"genre_scores_gemma":[0.9946701,0.0000965302,0.0004277368,0.001684061,0.002682388,0.0001188952,0.00007548245,0.00006414533,0.0001806412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108961,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219297873512655,"score_gpt":0.3264089756120466,"score_spread":0.29421599687692,"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."}}