{"id":"W2006276327","doi":"10.3109/01902148.2013.791733","title":"Cellular and molecular mechanisms of goblet cell metaplasia in the respiratory airways","year":2013,"lang":"en","type":"review","venue":"Experimental Lung Research","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Goblet cell; Mucin; Mucus; Cystic fibrosis; Mucociliary clearance; Metaplasia; Respiratory epithelium; Biology; Immunology; Pathophysiology; Respiratory disease; Respiratory system; Epithelium; Pathology; Lung; Medicine; Internal medicine; Anatomy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005852126,0.000541851,0.001888008,0.001347891,0.0001898211,0.00008116144,0.000961113,0.000555183,0.00052806],"category_scores_gemma":[0.0003729029,0.0003642088,0.0003660208,0.00145268,0.0006135412,0.0001175674,0.0007672135,0.002751235,0.0002615056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006809313,"about_ca_system_score_gemma":0.001685009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567543,"about_ca_topic_score_gemma":0.000002560196,"domain_scores_codex":[0.990576,0.003027083,0.001121354,0.0009598461,0.003088941,0.001226833],"domain_scores_gemma":[0.9962914,0.001338883,0.0002110024,0.001401787,0.0002431924,0.0005137109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004356863,0.003422907,0.00001510358,0.307126,0.0003458745,0.004669943,0.001501966,3.104457e-7,0.1541235,0.01148172,0.008768096,0.5081089],"study_design_scores_gemma":[0.001125326,0.001902945,0.000002386568,0.007308975,0.0001034812,0.0000548479,0.0009646115,0.00001218576,0.09999456,0.0001026705,0.8880811,0.0003468576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001337281,0.9867905,0.00001281019,0.00006783666,0.00006742815,0.006714261,0.00002840528,0.00001979023,0.004961721],"genre_scores_gemma":[0.003159371,0.9933165,0.0003232207,0.0001895205,0.00009555329,0.002224076,0.00004470088,0.0001605835,0.0004864554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8793131,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569692941729738,"score_gpt":0.4819043062327055,"score_spread":0.3249350120597316,"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."}}