{"id":"W4205457914","doi":"10.1007/978-1-0716-1952-0_18","title":"Magnetic Resonance Imaging in the Contemporary Management of Medulloblastoma: Current and Emerging Applications","year":2022,"lang":"en","type":"review","venue":"Methods in molecular biology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medulloblastoma; Medicine; Magnetic resonance imaging; Ependymoma; Radiology; Pilocytic astrocytoma; Radiation therapy; Glioma; Pathology; Astrocytoma; Cancer research","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":[0.0008776384,0.0008735749,0.001471358,0.002529517,0.0002002562,0.001070391,0.0009483253,0.001092465,0.001901413],"category_scores_gemma":[0.001152085,0.000248616,0.0005322632,0.002160704,0.0006549777,0.001330536,0.000647059,0.00193225,0.001085911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573112,"about_ca_system_score_gemma":0.001203856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536493,"about_ca_topic_score_gemma":0.002916282,"domain_scores_codex":[0.9997897,0.00004043716,0.0000347815,0.00004172109,0.00007494028,0.00001842183],"domain_scores_gemma":[0.9992854,0.0003873364,0.00009815492,0.00001536788,0.0001580258,0.00005573212],"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":[0.00007632849,0.00004471895,0.0003507573,0.009576216,0.00008618068,0.0003291366,0.0000409184,0.0004628901,0.001232521,0.001802488,0.01388698,0.972111],"study_design_scores_gemma":[0.00005728923,0.0001937977,0.002712155,0.00881332,0.0004999227,0.00557644,0.0001275279,0.000529278,0.001042259,0.003934961,0.9764485,0.00006447844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006848419,0.9992428,0.0001244295,0.0002185871,0.0000732664,0.000001639293,0.00000592582,0.000003979409,0.0002608954],"genre_scores_gemma":[0.0005842006,0.9986393,0.000248701,0.0001463646,0.0002373314,0.0000024155,0.00001416409,0.00000104373,0.0001265193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002529517,"threshold_uncertainty_score":0.006360888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984456637187439,"score_gpt":0.4527697046945964,"score_spread":0.392925138322722,"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."}}