{"id":"W4411550220","doi":"10.1007/978-1-0716-4654-0_21","title":"An In Vivo Model of Recurrent Glioblastoma","year":2025,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; McMaster University Medical Centre; Juravinski Cancer Centre","funders":"","keywords":"Glioblastoma; In vivo; Medicine; Cancer research; Biology; 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":[0.0005683072,0.0008849723,0.0006163944,0.0006812292,0.0003511868,0.0004260667,0.0008040682,0.0009079025,0.001745103],"category_scores_gemma":[0.0001301081,0.0003537111,0.0006734802,0.0003346111,0.000304771,0.0003073206,0.000314939,0.001494186,0.0008585966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211696,"about_ca_system_score_gemma":0.000676643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141826,"about_ca_topic_score_gemma":0.004828542,"domain_scores_codex":[0.9996005,0.00008773735,0.00003371883,0.00008714812,0.0001009616,0.00008998466],"domain_scores_gemma":[0.9998249,0.00002532653,0.00004722802,0.00003279705,0.0000205716,0.00004910487],"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":[0.0003443198,0.0002897917,0.0001162762,0.00008057101,0.00001874389,0.0001813816,0.00004041335,0.0004870589,0.9951632,0.0006805454,0.0003970563,0.002200576],"study_design_scores_gemma":[0.0001822544,0.003309498,0.001514296,0.00002967822,0.0001275745,0.00110092,0.00006953386,0.00669436,0.9773507,0.0003614934,0.009238436,0.0000212366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9154407,0.00511291,0.06283253,0.001635,0.000892187,0.0006993119,0.003601605,0.001225693,0.008559986],"genre_scores_gemma":[0.9480578,0.003036652,0.03379555,0.000318223,0.00009530444,0.0005140429,0.002001397,0.0001742712,0.01200674],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004141826,"threshold_uncertainty_score":0.008235455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657866322273409,"score_gpt":0.4298337689893452,"score_spread":0.4032551057666111,"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."}}