{"id":"W4399022182","doi":"10.1007/s00381-024-06432-6","title":"Understanding diffuse leptomeningeal glioneuronal tumors","year":2024,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Pilocytic astrocytoma; Disease; Magnetic resonance imaging; Targeted therapy; Bioinformatics; Pathology; Radiology; Glioblastoma; Internal medicine; Astrocytoma; Biology; Cancer","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":[0.0004742255,0.0009179002,0.001359775,0.002276142,0.0001698946,0.0009918526,0.0006876441,0.001008063,0.003475042],"category_scores_gemma":[0.001019976,0.0002872011,0.0004736317,0.001856311,0.0004350734,0.001458213,0.0006258934,0.001692616,0.001098954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007870957,"about_ca_system_score_gemma":0.001525407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543455,"about_ca_topic_score_gemma":0.007303252,"domain_scores_codex":[0.999844,0.00003035569,0.00002956215,0.00002946639,0.00004985281,0.00001679492],"domain_scores_gemma":[0.9996487,0.0001713156,0.00007367881,0.000008267826,0.00007479043,0.00002329053],"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":[0.00006879566,0.00003315576,0.0002116739,0.03101169,0.0001962903,0.0002349644,0.00004999323,0.0003054068,0.0007137755,0.001728831,0.04311688,0.9223286],"study_design_scores_gemma":[0.00007244839,0.0001143046,0.001218676,0.01516453,0.0006847456,0.002030067,0.00008804234,0.0001348529,0.0003374319,0.001636106,0.9784924,0.00002629882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005658489,0.9988501,0.0000543202,0.0002798972,0.0001733671,0.000002658306,0.00001279203,0.00000379949,0.0005664118],"genre_scores_gemma":[0.0005404803,0.9984246,0.0001119461,0.000359726,0.0002005277,0.00000374955,0.00002067558,8.439879e-7,0.0003374185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003475042,"threshold_uncertainty_score":0.01162517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223654230392932,"score_gpt":0.3239818913572622,"score_spread":0.201616468317969,"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."}}