{"id":"W2984194917","doi":"10.1093/neuonc/noz175.447","title":"GENE-45. DISSECTING THE DRIVERS OF ADULT H3K27M-GLIOMAS AT THE SINGLE-CELL LEVEL","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Glioma; Carcinogenesis; Biology; Transcriptome; Cancer research; Cancer; Gene; Gene expression; Genetics","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":[0.00007402519,0.0001054237,0.0001461883,0.0001714997,0.0001439154,0.0002630233,0.00008389597,0.0001511983,0.001006992],"category_scores_gemma":[0.00008170603,0.00008381809,0.0001679313,0.0001853879,0.0001151356,0.0001129404,0.0001271464,0.0001639478,0.000288033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908927,"about_ca_system_score_gemma":0.0001404091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057279,"about_ca_topic_score_gemma":0.002736006,"domain_scores_codex":[0.9999446,0.00000325456,0.000003626381,0.00002018504,0.00001385235,0.00001462999],"domain_scores_gemma":[0.999948,0.000008453276,0.00001679779,0.000004189195,0.000009224782,0.00001335744],"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":[0.00004745059,0.000004621269,0.005927497,0.00002113594,0.000005611112,0.00005094853,0.00003977544,0.00006532743,0.9921314,0.00005559686,0.00004806595,0.001602591],"study_design_scores_gemma":[0.000008200508,0.0003698318,0.2785724,0.000009533862,0.0000500647,0.001196694,0.0004503448,0.002655293,0.7084943,0.000168472,0.008015867,0.000008911182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929543,0.0006267693,0.003267369,0.00004701445,0.00001007479,0.000017104,0.002360762,0.0000388865,0.0006777477],"genre_scores_gemma":[0.9923685,0.0004342062,0.003589974,0.00004999468,0.000006412575,0.00002867338,0.002226898,0.00001939054,0.001275997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001057279,"threshold_uncertainty_score":0.003368735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252501835138273,"score_gpt":0.2781104484428717,"score_spread":0.245585430091489,"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."}}