{"id":"W3076809850","doi":"10.1007/978-1-0716-0802-9_10","title":"A Gene Expression Analysis of M1 and M2 Polarized Macrophages","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Gene expression; Gene; Molecular biology; 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":[0.0001731716,0.000300625,0.0002670349,0.0006605057,0.000389915,0.0002813997,0.0001412507,0.0003099902,0.001818223],"category_scores_gemma":[0.0001367477,0.00014957,0.0003740278,0.0005352969,0.0002123015,0.0001803175,0.0001822538,0.0003723316,0.00050721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467932,"about_ca_system_score_gemma":0.0001795401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005223513,"about_ca_topic_score_gemma":0.0005735627,"domain_scores_codex":[0.9998096,0.00002592508,0.00001210918,0.00003542251,0.00003175962,0.000085311],"domain_scores_gemma":[0.999877,0.00003146459,0.00001391324,0.00001197937,0.00003774584,0.00002783748],"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":[0.0002870153,0.00001508637,0.0003781134,0.00002104938,0.000002716097,0.00002390628,0.00001744804,0.00001061855,0.9984262,0.00004816102,0.00001879466,0.0007510316],"study_design_scores_gemma":[0.00002746844,0.0007269768,0.04052981,0.000009866406,0.00004501308,0.0003328587,0.0002002705,0.0004559716,0.9541038,0.0001171964,0.003443563,0.000007051573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9883932,0.001469387,0.004793628,0.00009079065,0.0000449529,0.00008081505,0.002362547,0.00004897587,0.002715677],"genre_scores_gemma":[0.9757313,0.001681836,0.008925584,0.0001900452,0.00008385521,0.0003443637,0.004777243,0.00005677175,0.008208867],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001818223,"threshold_uncertainty_score":0.006082535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195640214258252,"score_gpt":0.359088881933204,"score_spread":0.3395248605073788,"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."}}