{"id":"W3215777512","doi":"10.1111/ajt.16895","title":"Transcripts associated with chronic lung allograft dysfunction in transbronchial biopsies of lung transplants","year":2021,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Alberta","funders":"Genome Canada","keywords":"Medicine; Lung; Pathology; Parenchyma; Gene expression; Inflammation; Gene expression profiling; Gene; Histology; Angiogenesis; Fibrosis; Lung transplantation; Cancer research; Immunology; Internal medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004605813,0.0002270587,0.0002230014,0.0008924893,0.0004543608,0.0008505248,0.0001947227,0.0004800597,0.001320461],"category_scores_gemma":[0.001009663,0.0001317612,0.0002184336,0.000801538,0.0003870849,0.0002063353,0.0003647517,0.000373289,0.0002464339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543554,"about_ca_system_score_gemma":0.0002954736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543341,"about_ca_topic_score_gemma":0.003244404,"domain_scores_codex":[0.9994959,0.00007751492,0.0000447505,0.0001091772,0.0001186951,0.0001539412],"domain_scores_gemma":[0.9993093,0.0001880052,0.0002381422,0.00003332665,0.000124089,0.0001071369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560672,0.0000597838,0.5950543,0.0002337215,0.0001571609,0.001203732,0.0006604898,0.0001144958,0.3903875,0.0002219915,0.0006119482,0.009734225],"study_design_scores_gemma":[0.00001587808,0.0001556856,0.972786,0.00004967362,0.0001131758,0.002844773,0.001180151,0.0003916385,0.0202159,0.0001504782,0.00208633,0.00001027727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958566,0.00120087,0.0006846232,0.0001027313,0.00002912171,0.00001275167,0.001322449,0.000015232,0.0007755763],"genre_scores_gemma":[0.9956818,0.0006313267,0.0009824162,0.0000963636,0.00002987292,0.00003400246,0.001654311,0.00001040437,0.0008794706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543341,"threshold_uncertainty_score":0.00441736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049917589501259,"score_gpt":0.2792320354751363,"score_spread":0.2687328595801237,"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."}}