{"id":"W4404237320","doi":"10.1093/neuonc/noae165.0027","title":"EPCO-28. UNVEILING INVASIVE MECHANISMS OF GLIOBLASTOMA CELLS THROUGH MULTIMODAL SINGLE-CELL SEQUENCING","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Glioblastoma; Neuroscience; Biology; Cancer research","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":[0.0003924279,0.0003002509,0.0003497976,0.0003623957,0.0003211722,0.000432347,0.0002458411,0.0003828477,0.001359079],"category_scores_gemma":[0.0003895188,0.0001796511,0.0002861668,0.0002807945,0.0002734822,0.0002086894,0.0003574005,0.000438778,0.0007328811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204024,"about_ca_system_score_gemma":0.0003682886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489221,"about_ca_topic_score_gemma":0.003104392,"domain_scores_codex":[0.9997823,0.00001655985,0.00001621571,0.00007474794,0.00007216808,0.00003796522],"domain_scores_gemma":[0.9997526,0.00004056629,0.00004295553,0.0000289025,0.00009925126,0.00003580515],"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":[0.0000803307,0.00001988615,0.001660279,0.00007136603,0.000009303691,0.00005498994,0.00004923328,0.0005855896,0.9893869,0.0002819221,0.0003136334,0.007486595],"study_design_scores_gemma":[0.00001876061,0.000272863,0.02312641,0.00002400729,0.00004889287,0.00030773,0.00009480508,0.02624277,0.9374734,0.0004897438,0.01187776,0.0000230218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212125,0.001327202,0.06459771,0.0001834394,0.00009554623,0.0002072787,0.006525932,0.0008528385,0.00499768],"genre_scores_gemma":[0.9167243,0.0008101268,0.06374849,0.0002611275,0.00002046651,0.0004181657,0.01093675,0.0003788141,0.006701849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489221,"threshold_uncertainty_score":0.004546583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684246616275988,"score_gpt":0.257278388518656,"score_spread":0.2404359223558961,"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."}}