{"id":"W6969666395","doi":"10.5683/sp3/dcklwq","title":"Whole blood RNA-seq demonstrates an increased host immune response in individuals with cystic fibrosis who develop nontuberculous mycobacterial pulmonary disease","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Cystic fibrosis; Nontuberculous mycobacteria; Immune system; Fibrosis; Transcriptome; Gene expression; Population; Gene expression profiling","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":[0.0002097789,0.0001705295,0.0003312508,0.0002788882,0.0003430422,0.0004910256,0.0001484487,0.0003578112,0.001998761],"category_scores_gemma":[0.0005100556,0.0001332331,0.0002721958,0.0002414972,0.0002058992,0.0001822877,0.0002651206,0.000422016,0.0003378131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661611,"about_ca_system_score_gemma":0.0001245615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416538,"about_ca_topic_score_gemma":0.002301075,"domain_scores_codex":[0.9998153,0.00002657731,0.00001346745,0.00007802148,0.00002981205,0.0000368176],"domain_scores_gemma":[0.9997634,0.00005851176,0.00005555702,0.00002126578,0.00005337814,0.00004786808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001962197,0.0001215256,0.7024086,0.0001982033,0.0002495216,0.0007458863,0.0007928096,0.0004293155,0.2724238,0.0001615967,0.002620028,0.0178866],"study_design_scores_gemma":[0.00002224429,0.0002477856,0.9893839,0.00002991262,0.00006776622,0.0006894609,0.0006106809,0.0007475155,0.006313758,0.0001861973,0.001687437,0.00001338933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9969028,0.0003428191,0.0006219308,0.0001160472,0.0000178076,0.00001240194,0.001465896,0.00001942123,0.0005009671],"genre_scores_gemma":[0.9962031,0.0001914908,0.000754859,0.0003456413,0.00002720695,0.0000362793,0.001747633,0.00001357358,0.0006801915],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001998761,"threshold_uncertainty_score":0.006686509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833179014805919,"score_gpt":0.2119390768671691,"score_spread":0.1936072867191099,"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."}}