{"id":"W6920062805","doi":"10.60692/870q3-azn93","title":"Additional file 9 of Single-cell transcriptomics highlights immunological dysregulations of monocytes in the pathobiology of COPD","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Transcriptome; COPD; Gene; Immune system; Pulmonary disease; Phenotype","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001311569,0.0001065249,0.0002057202,0.0001377632,0.00003327084,0.000007634682,0.0001956138,0.0001694153,0.001589531],"category_scores_gemma":[0.00004150332,0.00007669099,0.0001077454,0.0002276375,0.0001052662,0.0000130491,0.00002201373,0.00004831423,0.00002135308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118715,"about_ca_system_score_gemma":0.00003892262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005701839,"about_ca_topic_score_gemma":0.000001371386,"domain_scores_codex":[0.9989637,0.00008696792,0.0006053231,0.00009728592,0.0001166945,0.000130078],"domain_scores_gemma":[0.9992804,0.00005953445,0.0002903205,0.0002214067,0.0001324875,0.00001587703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002584219,0.0005149989,0.0382004,0.004253444,0.0006244574,0.00001143099,0.1040601,0.005153471,0.5358715,0.002941033,0.3030003,0.002784669],"study_design_scores_gemma":[0.005886474,0.0022847,0.2554978,0.000988718,0.0001202382,0.00007703575,0.02862218,0.004455019,0.6075798,0.00003762543,0.0934315,0.001018918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812581,0.00001170885,0.0006546399,0.00002121415,0.0001023178,0.0002739137,0.1158484,0.00002024977,0.001809505],"genre_scores_gemma":[0.9820533,0.000001182669,0.0003032829,0.00002084322,0.00002251035,0.00007223564,0.01745333,0.000005233171,0.00006809468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2172974,"threshold_uncertainty_score":0.9993231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812545905454926,"score_gpt":0.1906613604826221,"score_spread":0.1625359014280728,"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."}}