{"id":"W4282972075","doi":"10.1158/1538-7445.am2022-3881","title":"Abstract 3881: Immune profiling of advanced prostate cancer harboring homologous recombination deficiency","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prostate cancer; Medicine; Immune system; Cancer; Immune checkpoint; Cancer research; Tumor microenvironment; Prostate; Internal medicine; CD8; Oncology; Stromal cell; Immunotherapy; Immunology","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":[0.0001323796,0.0001090874,0.0001082975,0.0005414286,0.0001413427,0.0001644322,0.0001070521,0.0001227073,0.001795255],"category_scores_gemma":[0.000155098,0.00005033968,0.00006382786,0.0003518637,0.00009737357,0.00006228063,0.0001249379,0.0001274833,0.0002586142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144003,"about_ca_system_score_gemma":0.00009448982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004076553,"about_ca_topic_score_gemma":0.0004430991,"domain_scores_codex":[0.9999298,0.00001441769,0.000006035899,0.00001931694,0.00001558021,0.00001477791],"domain_scores_gemma":[0.999922,0.00001341042,0.00002148445,0.000006489422,0.00001477784,0.00002178338],"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":[0.001373839,0.0001902549,0.3149878,0.0001627712,0.00003866727,0.001351056,0.0001725851,0.0001930664,0.6646782,0.00010542,0.0007866941,0.01595958],"study_design_scores_gemma":[0.00003710755,0.001080366,0.9210883,0.000009262513,0.00004525691,0.007769396,0.0001707454,0.0006060264,0.06639583,0.00004832003,0.002744636,0.000004843368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987196,0.0001954708,0.0002078628,0.00001035211,0.00000198226,0.00001783046,0.0003392131,0.00001474837,0.0004930423],"genre_scores_gemma":[0.9987667,0.00007441352,0.0003867379,0.00001693285,0.000004288852,0.00001571587,0.0004373123,0.00000264525,0.0002953859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001795255,"threshold_uncertainty_score":0.006005764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647749439758661,"score_gpt":0.3997149279789818,"score_spread":0.3432374335813952,"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."}}