{"id":"W4401304706","doi":"10.1093/noajnl/vdae090.077","title":"NVTG-03 IDENTIFYING THE DRIVERS OF EARLY BRAIN METASTASES ESTABLISHMENT IN BREAST CANCER PATIENTS","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Breast cancer; Carcinogenesis; Brain metastasis; Transcriptome; Metastasis; Cancer research; Medicine; Cancer; Metastatic breast cancer; Oncology; Pathology; Internal medicine; Biology; Gene; 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":[0.0001367807,0.0001437798,0.0002749284,0.0003668804,0.0002747212,0.0005413102,0.0002140087,0.0003351363,0.002938753],"category_scores_gemma":[0.0004548927,0.0001122814,0.0002351607,0.0005544579,0.0001226922,0.000102758,0.0002633232,0.0003000912,0.0005962831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018372,"about_ca_system_score_gemma":0.0002800261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055538,"about_ca_topic_score_gemma":0.002883194,"domain_scores_codex":[0.9998504,0.00001683794,0.00001440075,0.00004714659,0.00003757521,0.00003367757],"domain_scores_gemma":[0.9998007,0.00003716905,0.00006373989,0.00001502244,0.00003706522,0.00004619996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002356197,0.0001536643,0.8647516,0.0002428665,0.000116985,0.002612226,0.0002083162,0.0006846784,0.1013669,0.0002986296,0.003841511,0.02336644],"study_design_scores_gemma":[0.0000497309,0.0004214596,0.966161,0.00004396021,0.0001359491,0.006209146,0.0003859056,0.001409826,0.01429218,0.0003098894,0.01056632,0.00001455025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935634,0.000547158,0.0002658911,0.00007792939,0.00001398593,0.00002349764,0.004055146,0.00002874095,0.001424266],"genre_scores_gemma":[0.990969,0.0002788451,0.0007541701,0.0000847965,0.00001126424,0.00004904753,0.006766172,0.00001672416,0.001070052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002938753,"threshold_uncertainty_score":0.009831071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793939240556027,"score_gpt":0.3304303766304314,"score_spread":0.3124909842248711,"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."}}