{"id":"W2170119537","doi":"10.1016/j.pediatrneurol.2013.08.017","title":"Subependymal Giant Cell Astrocytoma: Diagnosis, Screening, and Treatment. Recommendations From the International Tuberous Sclerosis Complex Consensus Conference 2012","year":2013,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Tuberous sclerosis; Subependymal giant cell astrocytoma; Subependymal zone; Giant cell; Medicine; Pathology; Hydrocephalus; Astrocytoma; Radiology; Cancer research; Glioma","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":[0.01388209,0.002361836,0.002602028,0.007345587,0.001706088,0.001642285,0.005283892,0.009241872,0.004026067],"category_scores_gemma":[0.02559406,0.001114354,0.003093829,0.00280486,0.0009824146,0.002322629,0.002607588,0.008993815,0.004640517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004989977,"about_ca_system_score_gemma":0.01676663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966793,"about_ca_topic_score_gemma":0.02074241,"domain_scores_codex":[0.9926428,0.002197678,0.001905169,0.0003565531,0.002171333,0.0007265134],"domain_scores_gemma":[0.9793742,0.002203538,0.001785918,0.0002369684,0.01433524,0.002064219],"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":[0.0001019223,0.0001808347,0.002529641,0.003129082,0.0001180737,0.0005803267,0.0001295051,0.000741525,0.0006357105,0.001105519,0.7755443,0.2152035],"study_design_scores_gemma":[0.0004540356,0.0002317833,0.01726103,0.03566706,0.0007289664,0.00436065,0.0009301722,0.001412861,0.001071153,0.007806939,0.9298974,0.0001779525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003075947,0.2945009,0.01206179,0.6207448,0.02574846,0.002797206,0.004627184,0.0006519403,0.03579182],"genre_scores_gemma":[0.04007701,0.5015159,0.1196088,0.2528391,0.01765599,0.007529894,0.03765297,0.0003627502,0.02275757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01966793,"threshold_uncertainty_score":0.07341635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003099853723124,"score_gpt":0.2906461267230273,"score_spread":0.1903361413507149,"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."}}