{"id":"W94796151","doi":"10.1016/j.ajpath.2011.05.032","title":"Regression of Allograft Airway Fibrosis","year":2011,"lang":"en","type":"article","venue":"American Journal Of Pathology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Fibrosis; Myofibroblast; Bronchiolitis; Inflammation; Pathology; Lung transplantation; Transplantation; Pulmonary fibrosis; Matrix metalloproteinase; Medicine; Infiltration (HVAC); Lung; Bronchiolitis obliterans; Immunology; Respiratory system; Internal medicine","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":[0.0003295567,0.00008161055,0.0004969877,0.0001605929,0.00001543689,9.025862e-7,0.00008017408,0.00003779337,0.0001488155],"category_scores_gemma":[0.00005262305,0.00005066624,0.0001641548,0.0001435171,0.0002949472,0.00003854284,0.000008566619,0.0001570025,0.000002806329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008640841,"about_ca_system_score_gemma":0.00005002816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837028,"about_ca_topic_score_gemma":0.000001457695,"domain_scores_codex":[0.9991149,0.0001648255,0.000395374,0.00007720112,0.0001276191,0.0001200989],"domain_scores_gemma":[0.9990297,0.0001011845,0.000517034,0.000125254,0.0001344321,0.00009241438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001901114,0.0002698299,0.5447181,0.000069735,0.0001542969,0.002011767,0.006408735,0.00000115301,0.168632,0.0005493339,0.0002248982,0.275059],"study_design_scores_gemma":[0.001529968,0.006934341,0.9284126,0.0002461975,0.0003456539,0.006619582,0.001377076,0.000002344547,0.05311085,0.0003526965,0.0009647395,0.0001039816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780905,0.0002402285,0.01991713,0.0003313732,0.0001695835,0.0000404163,0.000003655854,0.000006292825,0.001200873],"genre_scores_gemma":[0.7837839,0.0002380086,0.2156229,0.0002365011,0.00005337247,5.119256e-7,8.773234e-7,0.000007850537,0.0000561464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836945,"threshold_uncertainty_score":0.2066109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258836580133112,"score_gpt":0.3242335684534279,"score_spread":0.2916452026520968,"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."}}