{"id":"W2012104895","doi":"10.1016/j.clinbiochem.2011.11.015","title":"Differential proteomic analysis of bronchoalveolar lavage fluid from lung transplant patients with and without chronic graft dysfunction","year":2011,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Bronchoalveolar lavage; Medicine; Proteome; Context (archaeology); Biomarker; Lung; Asymptomatic; Immunology; Pathology; Internal medicine; Bioinformatics; Chemistry; Biology; 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":[0.0003814606,0.000313757,0.0004669571,0.001001904,0.0004625211,0.001144578,0.0002336045,0.0004617452,0.001146956],"category_scores_gemma":[0.001118082,0.0001546163,0.0003078376,0.000708555,0.0003560908,0.0003362029,0.0004719768,0.0004050611,0.0003616874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224126,"about_ca_system_score_gemma":0.0002652311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006858759,"about_ca_topic_score_gemma":0.0006078384,"domain_scores_codex":[0.9995878,0.00006689323,0.00005950379,0.00008028098,0.0001028609,0.0001027299],"domain_scores_gemma":[0.999721,0.00007195412,0.00004985167,0.00002002831,0.00008346347,0.00005376707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006367164,0.000411785,0.6606487,0.0002523005,0.0003249631,0.002202157,0.001125362,0.0001025778,0.3060091,0.0002356983,0.0005500239,0.02177016],"study_design_scores_gemma":[0.00006181006,0.000794046,0.9467043,0.00002630823,0.0001588755,0.004163467,0.001273417,0.000595735,0.04447111,0.0001991286,0.001531607,0.00002024751],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984042,0.0005186849,0.0002450605,0.00006390388,0.00002603839,0.00001257326,0.0003004606,0.000006226638,0.0004228809],"genre_scores_gemma":[0.9981393,0.0002645457,0.0004222855,0.000100774,0.00002918943,0.0000221391,0.0005428612,0.000004189345,0.0004747427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146956,"threshold_uncertainty_score":0.00383693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238282747574039,"score_gpt":0.3053052766376484,"score_spread":0.2829224491619081,"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."}}