{"id":"W4393085424","doi":"10.1158/1538-7445.am2024-5567","title":"Abstract 5567: Breast cancer cell alteration of immune cell transcriptome through indirect communication","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ansys (Canada)","funders":"","keywords":"Transcriptome; Immune system; Breast cancer; Cancer; Cell; Medicine; Biology; Cancer research; Immunology; Internal medicine; Gene; Genetics; Gene expression","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":[0.00007960094,0.0002572886,0.0002899888,0.0002619108,0.0002275438,0.0003469246,0.00007791835,0.0001770901,0.004225464],"category_scores_gemma":[0.00008677517,0.00008953587,0.0002487136,0.0003576313,0.0001244897,0.0001228416,0.0001977646,0.0003514369,0.001163114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959988,"about_ca_system_score_gemma":0.0001919092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005230266,"about_ca_topic_score_gemma":0.0005580481,"domain_scores_codex":[0.9998574,0.00001465499,0.000008784176,0.00003554597,0.00004889645,0.00003469851],"domain_scores_gemma":[0.9999433,0.00001132988,0.0000135289,0.000006357646,0.00001173405,0.00001387768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009236361,0.00001488596,0.0008452886,0.00005831503,0.000004744875,0.00005372919,0.00001509272,0.00002040941,0.9975962,0.00002538152,0.0001196053,0.001153857],"study_design_scores_gemma":[0.00002104269,0.000412392,0.1227766,0.00002502222,0.00004722971,0.0007489728,0.0001596956,0.001010635,0.8666089,0.0001000115,0.008079685,0.000009800722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849868,0.002884128,0.002597113,0.0002002858,0.00006846705,0.00004326077,0.006043392,0.0001465156,0.003029923],"genre_scores_gemma":[0.979997,0.001726796,0.002899682,0.0001759495,0.00003590258,0.00009801809,0.007373767,0.0000303634,0.00766257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225464,"threshold_uncertainty_score":0.0141356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509913962833782,"score_gpt":0.3710130746020573,"score_spread":0.3200216783186791,"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."}}