{"id":"W4384070005","doi":"10.1093/noajnl/vdad071.007","title":"INTERCEPTING BRAIN METASTASES THROUGH METABOLIC VULNERABILITIES","year":2023,"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":"McMaster University","funders":"Brain Tumor Funders' Collaborative","keywords":"In vivo; Transcriptome; Population; Medicine; Cancer research; In vitro; Bioinformatics; Pharmacology; Oncology; 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":[0.0001055773,0.000381843,0.0002396878,0.0002764134,0.0001399484,0.0003681344,0.0002187229,0.0002663834,0.002781277],"category_scores_gemma":[0.0001373542,0.0001087927,0.0002077555,0.0001476115,0.0001774794,0.0002426957,0.000333342,0.0006617656,0.0004988959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036779,"about_ca_system_score_gemma":0.0002458495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006254102,"about_ca_topic_score_gemma":0.001326635,"domain_scores_codex":[0.9999329,0.000008390037,0.000002441347,0.00001139565,0.00002396568,0.00002103536],"domain_scores_gemma":[0.9999461,0.000007187549,0.00001482114,0.000005521075,0.00001174761,0.00001457428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001298277,0.00005989095,0.0002985636,0.0001344681,0.00001950697,0.0001964741,0.00001374712,0.0007853815,0.9851644,0.0007803528,0.0008682352,0.01154919],"study_design_scores_gemma":[0.00006929472,0.00193344,0.003516671,0.00003906435,0.00005387623,0.0011827,0.00004256655,0.003737994,0.9610048,0.0009655801,0.02742596,0.00002805669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9425973,0.00985573,0.02504255,0.001751561,0.0002391452,0.0002350797,0.002332782,0.001153594,0.0167923],"genre_scores_gemma":[0.9834371,0.004433701,0.005040647,0.000336695,0.00002490733,0.00008129406,0.0009744827,0.00006028175,0.005610962],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002781277,"threshold_uncertainty_score":0.009304285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995520997059197,"score_gpt":0.3670144302912525,"score_spread":0.3270592203206605,"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."}}