{"id":"W7133028108","doi":"","title":"Establishing an In-vivo Model of Low-grade Glioma","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Oligodendroglioma; Astrocytoma; Mutant; Glioma; Isocitrate dehydrogenase; Penetrance; Mutation","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":[0.001185772,0.001370626,0.0009948844,0.001360148,0.0005961307,0.001117554,0.001859275,0.002094067,0.00480769],"category_scores_gemma":[0.000492192,0.000645168,0.001194405,0.0005537244,0.000617006,0.0007904521,0.0007362061,0.004614725,0.003382907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104843,"about_ca_system_score_gemma":0.0008144046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303899,"about_ca_topic_score_gemma":0.003724981,"domain_scores_codex":[0.9988193,0.0001259544,0.0001266796,0.0003027062,0.0004392621,0.0001860728],"domain_scores_gemma":[0.9992575,0.0001137153,0.0001497526,0.0001215861,0.000113414,0.000243987],"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":[0.0005354527,0.001392458,0.0005379225,0.0003242523,0.0000586571,0.0005434146,0.00014894,0.00129179,0.984125,0.002951719,0.001840661,0.006249796],"study_design_scores_gemma":[0.000373287,0.00666205,0.002846514,0.0001570645,0.0002597921,0.001726728,0.0002483047,0.01183596,0.918916,0.001348681,0.05554218,0.00008328318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7096062,0.01334211,0.2108999,0.003382293,0.004511856,0.005849978,0.01341748,0.0044983,0.0344919],"genre_scores_gemma":[0.8059953,0.009925348,0.1207767,0.001375173,0.0003386477,0.005269065,0.01038366,0.0005839957,0.04535211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00480769,"threshold_uncertainty_score":0.0160833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048353117714366,"score_gpt":0.3486039432722815,"score_spread":0.3181204120951379,"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."}}