{"id":"W2011940671","doi":"10.1159/000120729","title":"Optic Pathway/Hypothaiamic Gliomas: A Dilemma in Management","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Chemotherapy; Biopsy; Surgery; Glioma; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001397107,0.0002520049,0.000418531,0.0008178608,0.00007963997,0.0000166041,0.00008513477,0.00006886224,0.0001012318],"category_scores_gemma":[0.00007498702,0.0002250032,0.0002039555,0.001109781,0.00003748625,0.000088885,0.000074614,0.0001604755,0.0002970206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008905837,"about_ca_system_score_gemma":0.00007059537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003756996,"about_ca_topic_score_gemma":0.000001853932,"domain_scores_codex":[0.9980932,0.00005032239,0.000466595,0.0004904442,0.0004083521,0.0004911132],"domain_scores_gemma":[0.9990222,0.0002030347,0.00009929737,0.0004351735,0.00003463202,0.0002056376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008188654,0.001428507,0.9453761,0.0001742445,0.00003076223,0.04575561,0.00005862429,0.00002958308,0.0002395546,0.0001342458,0.00532159,0.001369291],"study_design_scores_gemma":[0.002485365,0.0001575511,0.992206,0.00003178846,0.0001408856,0.001320488,0.00001463208,0.00007352356,0.0005295378,0.00004677579,0.002742353,0.0002511218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958314,0.0007527021,0.000003413996,0.0003941671,0.000487084,0.0005150316,0.000008440027,0.0001209285,0.001886777],"genre_scores_gemma":[0.9965504,0.002057792,0.0002173889,0.0003130091,0.0002655989,0.0001900094,0.0000164093,0.00004531797,0.000344078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04682988,"threshold_uncertainty_score":0.9175366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355969606798025,"score_gpt":0.231370197114045,"score_spread":0.2078105010460647,"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."}}