{"id":"W3048108661","doi":"10.3390/cancers12082226","title":"Understanding the Role of Innate Immune Cells and Identifying Genes in Breast Cancer Microenvironment","year":2020,"lang":"en","type":"review","venue":"Cancers","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terry Fox Foundation","keywords":"Tumor microenvironment; Immune system; Innate immune system; Chemokine; Biology; Immunology; Breast cancer; Cancer; Cancer research; Acquired immune system; Cancer cell; Immunotherapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096185,0.0002198376,0.0006639803,0.0001080214,0.00009442602,0.00001439794,0.0001583294,0.0001889926,0.0005434568],"category_scores_gemma":[0.00000280041,0.0001606069,0.0001552176,0.0001450638,0.0001737955,0.00005723915,0.000096451,0.0004342302,0.00004771909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508198,"about_ca_system_score_gemma":0.0001981529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006817418,"about_ca_topic_score_gemma":0.00003137792,"domain_scores_codex":[0.9989271,0.0001677648,0.0004333203,0.0002531588,0.00002649726,0.0001922098],"domain_scores_gemma":[0.9994118,0.00006174028,0.0003451166,0.0001609161,0.000009257101,0.00001119359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009854952,0.00001512889,0.00004865218,0.002840938,0.0008006049,0.000003440846,0.001103483,0.00004736278,0.07264651,0.0001228571,0.001229251,0.9210432],"study_design_scores_gemma":[0.0002204988,0.00001555865,0.00002023023,0.002738943,0.0002383499,0.00003989497,0.001384519,0.000004960079,0.002838985,0.00001071275,0.9923319,0.0001554321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007154587,0.9973261,0.00002481309,0.00005210743,0.001960975,0.00030458,0.00004315752,0.000009484053,0.0002072267],"genre_scores_gemma":[0.004434853,0.9948084,0.000001509721,0.00004104954,0.00002828215,0.00005805766,0.00003761797,0.00002458174,0.0005656171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911026,"threshold_uncertainty_score":0.6549358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449532647576394,"score_gpt":0.2726107505697392,"score_spread":0.2281154240939753,"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."}}