{"id":"W4384029560","doi":"10.1093/noajnl/vdad071.022","title":"THE SPATIAL TRANSCRIPTOMIC LANDSCAPE OF BREAST CANCER BRAIN METASTASIS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Breast cancer; Cancer research; Metastasis; Brain metastasis; Primary tumor; Transcriptome; Tumor microenvironment; Biology; Cancer; Pathology; Medicine; Internal medicine; Gene; Gene expression; Genetics; Tumor cells","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002959414,0.0001584771,0.0004030021,0.00008997899,0.0001543427,0.000007067876,0.000124108,0.00006097397,0.0002337454],"category_scores_gemma":[0.00009945508,0.00009595682,0.0001629196,0.0003449321,0.0002211143,0.00006581526,0.00003010965,0.0001729473,0.00003467851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011886,"about_ca_system_score_gemma":0.0001613673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009579493,"about_ca_topic_score_gemma":0.0007219943,"domain_scores_codex":[0.9987203,0.0001804164,0.0002922457,0.0002731837,0.0002101111,0.0003237415],"domain_scores_gemma":[0.9984921,0.0009627803,0.0001290416,0.0002577762,0.00006615915,0.00009213354],"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":[0.002279051,0.0004005791,0.03974537,0.0001525327,0.0006385852,0.0004592927,0.0004400281,0.00030357,0.04591691,0.0007680698,0.02669702,0.882199],"study_design_scores_gemma":[0.005871984,0.001691656,0.150622,0.00005238687,0.0007223215,0.0004461695,0.0006936025,0.0004655017,0.0124075,0.0005953715,0.8262204,0.0002111179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8648942,0.009873602,0.0001890404,0.1193645,0.002110686,0.0009806637,0.0006487364,0.0002200407,0.001718452],"genre_scores_gemma":[0.9919444,0.005310042,0.0001755222,0.00186654,0.0002274299,0.000153264,0.0000339031,0.00002759325,0.000261295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8819879,"threshold_uncertainty_score":0.3913006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765712038333767,"score_gpt":0.324988977747471,"score_spread":0.3073318573641333,"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."}}