{"id":"W6920492670","doi":"10.60692/1kh8c-8dq26","title":"Additional file 4 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":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Transcriptome; COPD; Gene expression; Immune system; Gene; Monocyte; Cell","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001503349,0.001334558,0.001469263,0.002539226,0.0009754229,0.002205383,0.001734808,0.001942765,0.5651001],"category_scores_gemma":[0.01659673,0.0005153791,0.001545806,0.003682837,0.0003138366,0.001421332,0.001286906,0.00119324,0.07771345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020406,"about_ca_system_score_gemma":0.001861598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007914436,"about_ca_topic_score_gemma":0.01615362,"domain_scores_codex":[0.9991054,0.0001165845,0.0001439576,0.000324952,0.0001676432,0.0001413745],"domain_scores_gemma":[0.9888813,0.008192751,0.0006856586,0.0006963825,0.001277027,0.0002668475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006755238,0.0001325166,0.008733279,0.007222933,0.0002137374,0.0001386432,0.0001164588,0.001033231,0.0009654845,0.0007837731,0.9714265,0.008557925],"study_design_scores_gemma":[0.004750904,0.0003462773,0.07396539,0.004818594,0.0006224966,0.0007001564,0.0005479929,0.002613356,0.00223444,0.009753578,0.8994151,0.0002317652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000131213,0.00002458782,0.0000757468,0.0000374872,0.00001104843,0.00001345995,0.9994786,0.00009058204,0.0001372762],"genre_scores_gemma":[0.003779567,0.00009667702,0.001243712,0.0002596518,0.00004349458,0.0004632454,0.9921491,0.0001849903,0.001779412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5651001,"threshold_uncertainty_score":0.6203319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897422053007453,"score_gpt":0.1990496357399858,"score_spread":0.1700754152099112,"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."}}