{"id":"W3178821569","doi":"10.1158/1538-7445.am2021-2726","title":"Abstract 2726: Characterization of immune microenvironment and heterogeneity in breast cancer subtypes","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Tumor microenvironment; Biology; Immune system; Breast cancer; Cancer research; Context (archaeology); Tumor progression; Immunology; Cancer; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001172383,0.0001178014,0.0001745432,0.0007566037,0.000205496,0.0003280609,0.0001227865,0.0001546924,0.001418123],"category_scores_gemma":[0.0002409685,0.00006423073,0.0001301596,0.0005410725,0.0001020248,0.0001031034,0.0001595987,0.0001350986,0.0004165787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604234,"about_ca_system_score_gemma":0.0001102321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009945703,"about_ca_topic_score_gemma":0.001097935,"domain_scores_codex":[0.9999171,0.000009154265,0.00000708521,0.00002327422,0.00002504316,0.00001829915],"domain_scores_gemma":[0.9999039,0.00001550862,0.00002954585,0.000006776144,0.00002515281,0.00001912458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009139489,0.00008563447,0.6327251,0.00009219932,0.00007841102,0.0008247761,0.0001383349,0.0002806401,0.3494352,0.0001392864,0.0009042185,0.01438232],"study_design_scores_gemma":[0.000009267345,0.0001367576,0.9770573,0.000005814064,0.00003057611,0.001811662,0.0002335333,0.0009063414,0.01779831,0.0001169891,0.001887535,0.000005848377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981642,0.0002911405,0.0001860602,0.00002921907,0.000003975933,0.000008035705,0.0007176692,0.000008295468,0.0005914039],"genre_scores_gemma":[0.9975238,0.0001477305,0.0004215471,0.00003012009,0.000007785436,0.00001559959,0.001196284,0.000005795076,0.0006513076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001418123,"threshold_uncertainty_score":0.004744053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518071033300133,"score_gpt":0.2964461163041518,"score_spread":0.2712654059711505,"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."}}