{"id":"W4404230846","doi":"10.1093/neuonc/noae165.1282","title":"TMOD-18. FUNCTIONAL DISSECTION OF RECURRENT COPY-NUMBER-ALTERATIONS INFORMS MECHANISMS OF LOW-GRADE-GLIOMA PROGRESSION","year":2024,"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":"University Health Network; University of Toronto","funders":"","keywords":"Glioma; Dissection (medical); Medicine; Cancer research; Biology; Neuroscience; Surgery","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":[0.0002770273,0.0002965539,0.0003377794,0.000548023,0.0002272376,0.0007206969,0.0003910292,0.0003579688,0.004226142],"category_scores_gemma":[0.0002531791,0.0001994992,0.0002804082,0.0003597715,0.0003110506,0.0002344248,0.0002995889,0.0005731772,0.001042587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005451249,"about_ca_system_score_gemma":0.0003694163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246506,"about_ca_topic_score_gemma":0.002581951,"domain_scores_codex":[0.9998106,0.000009517933,0.00001382698,0.00008188451,0.00004872213,0.00003537367],"domain_scores_gemma":[0.9997521,0.00002691216,0.0001206964,0.00002065093,0.00002048315,0.00005907955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008576317,0.00006684698,0.02061724,0.000267692,0.00005691177,0.000183205,0.00006038049,0.0006443658,0.9551111,0.0009812525,0.001331692,0.01982168],"study_design_scores_gemma":[0.0001863719,0.001017852,0.1672959,0.00006999492,0.0002362667,0.002482245,0.0001372067,0.01650134,0.7675608,0.00124748,0.04321857,0.0000459132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655587,0.001872203,0.01375515,0.0003209584,0.0001072421,0.00007578995,0.01390554,0.0008340835,0.003570317],"genre_scores_gemma":[0.9787189,0.0006414278,0.008198847,0.0001751059,0.00001379733,0.00008362935,0.007639167,0.0001552486,0.004373838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004226142,"threshold_uncertainty_score":0.01413786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944821915067262,"score_gpt":0.3430704509514019,"score_spread":0.3136222318007292,"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."}}