{"id":"W4414925110","doi":"10.1007/s00701-025-06666-6","title":"Imaging-based techniques for ablation zone definition and volumetry after laser interstitial thermal therapy (LITT) for intracranial lesions: a systematic review","year":2025,"lang":"en","type":"review","venue":"Acta Neurochirurgica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zorginstituut Nederland; Radboud Universiteit","keywords":"Ablation zone; Thermal ablation; Ablation; Neuroradiology; Neurosurgery; Neurology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0124889,0.001845725,0.009461475,0.01297136,0.0007777013,0.003243263,0.002431035,0.0020898,0.004260101],"category_scores_gemma":[0.06165729,0.001046519,0.01074411,0.01176547,0.001188282,0.002825911,0.001576636,0.001237677,0.0003923951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004102107,"about_ca_system_score_gemma":0.01083998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907111,"about_ca_topic_score_gemma":0.02094379,"domain_scores_codex":[0.9871485,0.004444337,0.005233017,0.0007716125,0.00215193,0.000250679],"domain_scores_gemma":[0.9462274,0.04076213,0.008837936,0.0008176437,0.003096178,0.0002586739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001410903,0.00001254596,0.0005572121,0.9643868,0.007764022,0.00004579196,0.0001371594,0.00007814021,0.00009265363,0.0001387631,0.0006515106,0.02599423],"study_design_scores_gemma":[0.0002531307,0.000170144,0.00319879,0.9092764,0.07689702,0.0002527155,0.0001966524,0.0001078049,0.0001791104,0.0002464608,0.00917998,0.00004172302],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009036792,0.997574,0.0002839196,0.0001737159,0.00007968126,0.0004649808,0.0002892724,0.00001005229,0.0002207148],"genre_scores_gemma":[0.01562555,0.9807773,0.00146587,0.0004020772,0.00008153882,0.001266806,0.0002641135,0.00001015558,0.000106592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01297136,"threshold_uncertainty_score":0.06604844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693052605701393,"score_gpt":0.3175869573138289,"score_spread":0.290656431256815,"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."}}