{"id":"W4413270584","doi":"10.1016/j.critrevonc.2025.104894","title":"Current insights on transglutaminase 2: Exploring its functions, mechanisms, and therapeutic potential in glioblastoma","year":2025,"lang":"en","type":"article","venue":"Critical Reviews in Oncology/Hematology","topic":"Blood properties and coagulation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University Health Centre","keywords":"Glioblastoma; Tissue transglutaminase; Current (fluid); Computational biology; Neuroscience; Cancer research; Medicine; Biology; Enzyme; Biochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705348,0.0002059047,0.0008870316,0.0003607042,0.00006926342,0.000008875498,0.00007745784,0.0002354079,0.00007280419],"category_scores_gemma":[0.0005699527,0.0001625415,0.00008618866,0.0003522398,0.0001387093,0.00006801036,0.00004614724,0.0005500937,0.00005381447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331701,"about_ca_system_score_gemma":0.0001167246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003996169,"about_ca_topic_score_gemma":0.00006741663,"domain_scores_codex":[0.9980222,0.0004126818,0.0006939466,0.0004290565,0.0001037839,0.0003383538],"domain_scores_gemma":[0.9992421,0.0003453099,0.00004271642,0.000214543,0.00005727196,0.00009804588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009138702,0.001303059,0.0006629818,0.001445178,0.00003041754,0.0002898188,0.0003173785,0.000003910995,0.001364622,0.3844609,0.0001956449,0.6090122],"study_design_scores_gemma":[0.02544674,0.01562376,0.0273493,0.03562993,0.002310459,0.002264841,0.002609658,0.01280595,0.02468281,0.1223199,0.7268816,0.002075007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5509233,0.4272255,0.004905226,0.01188851,0.001915796,0.001871629,0.000002446556,0.00007153861,0.001195981],"genre_scores_gemma":[0.9816918,0.01587183,0.0002116323,0.001615568,0.00004428573,0.0005096059,0.000002752529,0.0000128707,0.00003967554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.726686,"threshold_uncertainty_score":0.662825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463592517043743,"score_gpt":0.3664954727949313,"score_spread":0.2918595476244939,"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."}}