{"id":"W4416592903","doi":"10.3390/curroncol32120659","title":"Adult Gliomas: From Molecular Insight to Clinical Horizons","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New horizons; Clinical Practice; MEDLINE; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128775,0.0005583152,0.00091832,0.001400649,0.000469379,0.00272616,0.0008072866,0.001758644,0.002725484],"category_scores_gemma":[0.00282528,0.0002493276,0.0003447165,0.0008506714,0.002409517,0.005745573,0.001328742,0.004308199,0.001154825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338095,"about_ca_system_score_gemma":0.002351987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009833655,"about_ca_topic_score_gemma":0.001795721,"domain_scores_codex":[0.9995458,0.0001040704,0.00004876751,0.00006534233,0.0001614655,0.00007457078],"domain_scores_gemma":[0.9981124,0.0007507934,0.0001764222,0.00007226713,0.0005325497,0.0003554512],"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":[0.0005358494,0.000163778,0.003792907,0.004682526,0.0001112688,0.001975848,0.000494123,0.001476609,0.009797194,0.08277441,0.1104823,0.7837132],"study_design_scores_gemma":[0.00005459134,0.0003265963,0.003630801,0.004036417,0.000100651,0.004826494,0.0009799727,0.001038128,0.002772333,0.09572428,0.8864363,0.00007330342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003250344,0.9191466,0.002865795,0.06766225,0.002147934,0.00001212794,0.0001416056,0.00006472019,0.00470862],"genre_scores_gemma":[0.02917648,0.9457276,0.002945418,0.01277001,0.007767063,0.00001941289,0.000155367,0.00001572405,0.001422958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00272616,"threshold_uncertainty_score":0.01125818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747184061173476,"score_gpt":0.4532401070779372,"score_spread":0.3757682664662024,"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."}}