{"id":"W1953202011","doi":"","title":"Murine lung airway fibroblasts drive fibrosis through STAT4 signaling after cigarette smoke exposure","year":2012,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Airway; Parenchyma; Medicine; COPD; Lung; Immunology; Pathogenesis; Fibrosis; Fibroblast; Cancer research; Pathology; In vitro; Biology; Internal medicine; Surgery; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002341079,0.0004447546,0.0002507243,0.0003739271,0.0002037552,0.0002418629,0.0003063184,0.0005406925,0.002195487],"category_scores_gemma":[0.0001008386,0.0003054147,0.0004856005,0.0001956113,0.0002813272,0.0002091075,0.0002014883,0.0008772221,0.0007841383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378193,"about_ca_system_score_gemma":0.0002546964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005849693,"about_ca_topic_score_gemma":0.001112012,"domain_scores_codex":[0.9996562,0.00006522801,0.00004647148,0.00005726702,0.00008326527,0.00009158901],"domain_scores_gemma":[0.9998069,0.00003450518,0.00005455028,0.00002914341,0.00001638831,0.00005838822],"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":[0.000180092,0.00007751719,0.0001698816,0.00002177145,0.000002836535,0.00004573738,0.00001413424,0.00003997301,0.9988295,0.0000565505,0.00003744824,0.0005245139],"study_design_scores_gemma":[0.00005974148,0.00104175,0.004614805,0.0000102103,0.00001825313,0.0002593678,0.0000433809,0.0007211771,0.9915757,0.00007271449,0.001577677,0.000005343231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941035,0.000972882,0.001823569,0.0002168376,0.00007334064,0.00008167138,0.001002901,0.0001272006,0.001598042],"genre_scores_gemma":[0.9866652,0.0009201006,0.00358408,0.0001812619,0.00002460437,0.0001800613,0.001605507,0.00004383781,0.006795408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002195487,"threshold_uncertainty_score":0.007344604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696517920898668,"score_gpt":0.288135730150288,"score_spread":0.2711705509413014,"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."}}