{"id":"W1982352657","doi":"10.1007/s00381-009-0915-6","title":"Ependymoma: lessons from the past, prospects for the future","year":2009,"lang":"en","type":"letter","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Medicine; Neurosurgery; Medical physics; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847096,0.0005331861,0.001266629,0.0007043251,0.001767311,0.002721496,0.001117582,0.01821162,0.004453019],"category_scores_gemma":[0.00837444,0.0003002065,0.0007095771,0.0006075383,0.002644158,0.006792325,0.001003438,0.01564631,0.001482561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967326,"about_ca_system_score_gemma":0.002006968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305636,"about_ca_topic_score_gemma":0.007092892,"domain_scores_codex":[0.999109,0.000333042,0.0001300692,0.0001167622,0.0001957909,0.0001153682],"domain_scores_gemma":[0.9957729,0.00262048,0.0003119678,0.0001287093,0.0005050832,0.0006608585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005070192,0.0003231643,0.01181113,0.001573819,0.0001112539,0.07493464,0.0006051051,0.001200076,0.001042217,0.02749967,0.682923,0.1974689],"study_design_scores_gemma":[0.0005280502,0.0002613163,0.007775292,0.00295125,0.0001577865,0.177075,0.004399753,0.002395171,0.0003870979,0.135918,0.6679578,0.0001934359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002387217,0.08252452,0.0004420159,0.8999355,0.008751085,0.000006505608,0.00004677346,0.00003154907,0.005874753],"genre_scores_gemma":[0.0986596,0.2104976,0.002739884,0.4758734,0.204582,0.00004835963,0.000108462,0.00003430749,0.007456461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01821162,"threshold_uncertainty_score":0.02152956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411625909958224,"score_gpt":0.2446314980315141,"score_spread":0.2305152389319318,"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."}}