{"id":"W2747271331","doi":"10.1097/tp.0000000000001917","title":"Chronic Airway Fibrosis in Orthotopic Mouse Lung Transplantation Models—An Experimental Reappraisal","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Lung transplantation; Medicine; Minor histocompatibility antigen; Fibrosis; Immunosuppression; Transplantation; Lung; Pathology; Cystic fibrosis; Immunology; Major histocompatibility complex; Antigen; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002914421,0.000294566,0.0003978885,0.0002169589,0.0003257458,0.0001011747,0.0002090366,0.0001993092,0.0001314758],"category_scores_gemma":[0.000007104255,0.0002845362,0.0001348373,0.00008824951,0.00009554929,0.00124809,0.000004565869,0.0002561197,0.00001431726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009704963,"about_ca_system_score_gemma":0.0001243624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007298653,"about_ca_topic_score_gemma":0.001140143,"domain_scores_codex":[0.9981095,0.0001252831,0.0005009881,0.0004979613,0.0003884253,0.0003778264],"domain_scores_gemma":[0.999032,0.00008021961,0.0001571482,0.0005100138,0.00004694126,0.0001737081],"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":[0.00619733,0.0007601479,0.2334695,0.003803582,0.0001594762,0.001033042,0.0278305,0.003828817,0.7001136,0.01001578,0.0000191803,0.0127691],"study_design_scores_gemma":[0.01256824,0.0006622653,0.5689148,0.0005557144,0.0004480091,0.0003049494,0.0003267436,0.01218608,0.4032791,0.0001332748,0.0000586295,0.000562254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673576,0.0002263468,0.02746855,0.0003099765,0.0002555775,0.000729247,0.0001174408,0.0001404077,0.003394896],"genre_scores_gemma":[0.9886749,0.001332248,0.008345949,0.00009180675,0.0002191973,0.0001081359,0.000874803,0.00005035586,0.0003025449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3354453,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100865252879099,"score_gpt":0.3661096534205749,"score_spread":0.325101000891784,"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."}}