{"id":"W3046978144","doi":"10.1093/noajnl/vdaa073.030","title":"42. IDENTIFICATION OF BRAIN METASTASIS VULNERABILITIES USING METPLATFORM","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Redox biology and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Brain metastasis; Metastasis; Medicine; Autophagy; Cancer research; Cancer; Bioinformatics; Internal medicine; Biology; Apoptosis","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":[0.00008426279,0.0003804758,0.0001938132,0.0002446045,0.000106169,0.0001785193,0.0001731001,0.0002836896,0.001566747],"category_scores_gemma":[0.000102397,0.0001206968,0.000228099,0.0001538696,0.000115448,0.0001422383,0.0001562046,0.0002863972,0.0005232453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578259,"about_ca_system_score_gemma":0.0001563946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005974139,"about_ca_topic_score_gemma":0.001124429,"domain_scores_codex":[0.9999263,0.000007818348,0.000004381285,0.00001807971,0.00002906642,0.00001423891],"domain_scores_gemma":[0.9999516,0.000008031046,0.00001224236,0.000005809357,0.00001162916,0.00001056736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003332075,0.00001899619,0.0001150759,0.00001618276,0.000002793613,0.00001376743,0.000003111506,0.0001156859,0.9981487,0.00002325629,0.00005128242,0.00145794],"study_design_scores_gemma":[0.000004445547,0.0003279136,0.001136686,0.000002178305,0.000006314548,0.00006138235,0.000004474974,0.0008357176,0.9964539,0.00001735273,0.001146838,0.00000291088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806584,0.00125568,0.01144379,0.0001569067,0.00004581094,0.0002547776,0.002283817,0.0003568272,0.003543918],"genre_scores_gemma":[0.9812801,0.001091663,0.009284341,0.0001201576,0.000009575404,0.0001441463,0.00273653,0.00004640502,0.005287075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566747,"threshold_uncertainty_score":0.005241275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053911386272995,"score_gpt":0.3277943804720643,"score_spread":0.2972552666093344,"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."}}