{"id":"W2072827813","doi":"10.1159/000227436","title":"Neurologic Complications in Pediatric Solid Tumors","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Spinal cord; Spinal cord compression; Sarcoma; Surgery; Pediatrics; Pathology","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":[0.00005432067,0.00006331539,0.0001728565,0.0001677639,0.00002993398,0.000002980453,0.00006059421,0.00004947642,0.00005841167],"category_scores_gemma":[0.00007430988,0.00005234927,0.00003014111,0.0002395246,0.00002912964,0.00002056961,0.00001699225,0.0001870985,0.0003074567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007170984,"about_ca_system_score_gemma":0.0001363252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006940349,"about_ca_topic_score_gemma":0.00001937705,"domain_scores_codex":[0.9993106,0.00005657955,0.0001355486,0.0001703647,0.00008134585,0.0002456001],"domain_scores_gemma":[0.9996003,0.00007129741,0.0000302003,0.0001538299,0.00002596813,0.0001184116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001525542,0.01726627,0.8031508,0.00006908584,0.00003627789,0.01496313,0.0002585284,0.00007670302,0.02042232,0.004143691,0.0167463,0.1213414],"study_design_scores_gemma":[0.001461117,0.005150972,0.9898417,0.000001696976,0.00001400377,0.0002739099,0.000004099099,0.00007314076,0.0001548436,0.0007507292,0.00223811,0.00003570048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945668,0.00005296189,0.000007686919,0.01140703,0.00003053089,0.0002639927,0.000001457892,0.00004116738,0.04252721],"genre_scores_gemma":[0.996675,0.00007056068,0.0002231643,0.002649762,0.00006272515,0.00002448113,0.000009924711,0.000004583076,0.0002798272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1866909,"threshold_uncertainty_score":0.3951836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568995081719487,"score_gpt":0.3854570395330252,"score_spread":0.3497670887158304,"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."}}