{"id":"W4225388168","doi":"10.3389/fsurg.2022.886697","title":"Optic Pathway Glioma in Children with Neurofibromatosis Type 1: A Multidisciplinary Entity, Posing Dilemmas in Diagnosis and Management Multidisciplinary Management of Optic Pathway Glioma in Children with Neurofibromatosis Type 1","year":2022,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neurofibromatosis; Medicine; Multidisciplinary approach; Glioma; Neurofibromatosis type 2; Multidisciplinary team; Pathology; Cancer research; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008039242,0.0007739054,0.001582808,0.00324112,0.0002167914,0.00007901555,0.0004072276,0.0001459357,0.00002959139],"category_scores_gemma":[0.00003775455,0.0007321279,0.0001867232,0.004691361,0.0002699574,0.0004454046,0.001267156,0.0006248532,0.000003409712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455069,"about_ca_system_score_gemma":0.0001495762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004224885,"about_ca_topic_score_gemma":0.00004818675,"domain_scores_codex":[0.9944348,0.0005672031,0.00141669,0.001493225,0.001026562,0.001061472],"domain_scores_gemma":[0.9980314,0.0002210952,0.0004528601,0.0009753883,0.00005697808,0.0002622321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002279938,0.002215515,0.9800252,0.0007844145,0.0003777384,0.01054427,0.0004292903,0.0009018057,0.0008653325,0.00005476322,0.0002590943,0.00126263],"study_design_scores_gemma":[0.004333598,0.001284901,0.9860513,0.001990965,0.0001971023,0.001853543,0.001103315,0.0005295299,0.001854677,0.00005018942,0.000009209212,0.000741658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940047,0.002140711,0.000009724075,0.0001927704,0.0003983887,0.002929229,0.00008404251,0.00009516224,0.0001453074],"genre_scores_gemma":[0.9916691,0.0006730338,0.006540463,0.00003083128,0.00002642801,0.0006462007,0.000200097,0.0001811454,0.0000326624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008690728,"threshold_uncertainty_score":0.999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558332618199366,"score_gpt":0.2342342890300956,"score_spread":0.218650962848102,"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."}}