{"id":"W4409349061","doi":"10.1016/j.jneumeth.2025.110447","title":"Detailed characterization of partial tumor resection in the Syngeneic Fischer/F98 Glioma Model","year":2025,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Centre Hospitalier Universitaire de Québec; Canadian Nutrition Society","keywords":"Glioma; Glioblastoma; Biology; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002278562,0.0005432718,0.0002031835,0.0007826944,0.0001497685,0.0001551385,0.0002310368,0.0003447404,0.001315536],"category_scores_gemma":[0.0001217766,0.0001434971,0.0002961578,0.0002667275,0.0002427211,0.0002655993,0.0002012234,0.0004881232,0.0005497487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742362,"about_ca_system_score_gemma":0.0002076295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008906637,"about_ca_topic_score_gemma":0.001567112,"domain_scores_codex":[0.9998137,0.00001082909,0.00001225798,0.00004341606,0.00008641927,0.00003340127],"domain_scores_gemma":[0.9997502,0.00002661934,0.0001032955,0.00003314874,0.00004230512,0.00004433708],"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":[0.00005954609,0.00002819139,0.0004079858,0.0000341495,0.000004457345,0.0001210179,0.00001958615,0.0001067126,0.997552,0.00007937106,0.00004870566,0.001538374],"study_design_scores_gemma":[0.00000928908,0.0009853923,0.01261464,0.00001315638,0.00003379838,0.001583927,0.00004880023,0.001388812,0.9788614,0.00007878193,0.004368659,0.00001323505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946813,0.002097822,0.04538807,0.00009403194,0.00004699488,0.0002519429,0.001849207,0.0005557674,0.002903148],"genre_scores_gemma":[0.9505559,0.001891202,0.03449205,0.00007147286,0.00001698888,0.0003025265,0.004738838,0.0001900336,0.007740957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315536,"threshold_uncertainty_score":0.004400909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419253613762281,"score_gpt":0.4064222232305201,"score_spread":0.3422296870928973,"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."}}