{"id":"W4405513957","doi":"10.21203/rs.3.rs-5433173/v1","title":"Histological Anaplasia and Chromosome 6 Chromothripsis as Predictive Factors of Aggressivity in Low-grade Glioma, MYB/MYBL1-Altered","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Sainte-Anne","funders":"","keywords":"Anaplasia; Glioma; MYB; Chromosome; Biology; Cancer research; Genetics; 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":[0.000315319,0.0003541577,0.0002256105,0.0007733337,0.0002008013,0.0006758361,0.0002682121,0.0004233432,0.00291302],"category_scores_gemma":[0.001182788,0.0001748027,0.0002111285,0.0004812374,0.0002630722,0.0002360937,0.0002805192,0.0003976193,0.0005472581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674369,"about_ca_system_score_gemma":0.0001830103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086576,"about_ca_topic_score_gemma":0.001209671,"domain_scores_codex":[0.9998821,0.00002418524,0.000009569749,0.0000248316,0.00003203357,0.00002728202],"domain_scores_gemma":[0.9994736,0.0000777668,0.0001936375,0.00003658731,0.00005092324,0.0001675109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001991552,0.00006850441,0.9650801,0.00003628284,0.0001089522,0.001338681,0.00008583042,0.0001778022,0.02266833,0.0001077146,0.0005335223,0.007802735],"study_design_scores_gemma":[0.00002232317,0.000139477,0.9936045,0.000007109219,0.00008800403,0.002483415,0.0001269785,0.0006492889,0.002015871,0.0002633725,0.0005939301,0.000005825741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986609,0.0002754662,0.0002168611,0.000071855,0.00001276855,0.000003684427,0.0002185292,0.00001376219,0.0005262243],"genre_scores_gemma":[0.9985833,0.0001241217,0.0001822939,0.00001430548,0.00001380832,0.000002576145,0.0003884719,0.000009466028,0.0006816444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00291302,"threshold_uncertainty_score":0.009745061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154232952514468,"score_gpt":0.3913894561633384,"score_spread":0.3298471266381937,"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."}}