{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000887659,0.0001228284,0.0001951602,0.000826575,0.0002155382,0.0003807723,0.00008538679,0.0001626953,0.001309971],"category_scores_gemma":[0.0001992016,0.00009286781,0.0001623011,0.000885753,0.0001524936,0.0001316407,0.0002072931,0.0001436638,0.0003112377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981506,"about_ca_system_score_gemma":0.0001619453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396009,"about_ca_topic_score_gemma":0.002096653,"domain_scores_codex":[0.9998873,0.00001147161,0.000006197198,0.00003876597,0.00002303404,0.00003314204],"domain_scores_gemma":[0.9999106,0.00001582133,0.00002794425,0.000006165626,0.0000288288,0.00001062316],"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":[0.000399078,0.0000223489,0.07670584,0.0003396544,0.00008260059,0.000624015,0.0002102339,0.0003955715,0.9034345,0.0002836298,0.0007215777,0.0167809],"study_design_scores_gemma":[0.00001193645,0.0001479679,0.9284481,0.00004424596,0.0001225044,0.002348369,0.0009409289,0.002848887,0.0561451,0.0006488937,0.008271793,0.00002141942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880347,0.004098006,0.002007843,0.0001081862,0.00001360277,0.00001916072,0.003906344,0.0000640181,0.001748091],"genre_scores_gemma":[0.9936011,0.001132281,0.001263904,0.00005441048,0.00001482765,0.00003735503,0.002766762,0.0000192918,0.001110054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001396009,"threshold_uncertainty_score":0.004382253,"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."}}