{"id":"W2536479674","doi":"10.1017/cjn.2016.394","title":"PC3 - 157 Subependymal Giant Cell Astrocytoma (SEGA) in Adults without Tuberous Sclerosis","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Subependymal giant cell astrocytoma; Medicine; Tuberous sclerosis; Headaches; Differential diagnosis; Radiology; Astrocytoma; Pathology; Surgery; Glioma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005177358,0.00049694,0.0009176332,0.002032273,0.001668103,0.0006283501,0.002413327,0.0002924125,0.0005989724],"category_scores_gemma":[0.00277196,0.0002861175,0.000359264,0.002030991,0.008164657,0.001278873,0.0001501281,0.001745147,0.00002889581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382532,"about_ca_system_score_gemma":0.005300033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207188,"about_ca_topic_score_gemma":0.1546874,"domain_scores_codex":[0.9921209,0.001215034,0.001386999,0.0009143759,0.001698223,0.002664438],"domain_scores_gemma":[0.9937357,0.000817833,0.0007201858,0.0003041403,0.000695166,0.003726928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007129865,0.00009662984,0.9782808,0.0000161432,0.00001123523,0.008995385,0.0002177364,0.0001568509,0.001810881,0.0001510429,0.0006340634,0.008916228],"study_design_scores_gemma":[0.00214209,0.0939822,0.8564792,0.0004328383,0.00003403238,0.04250544,0.000203472,0.0004808089,0.001055284,0.001613637,0.0006559576,0.000414996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854689,0.0008759968,0.00003374108,0.01024535,0.0005748245,0.0003382023,0.00001856428,0.00002853649,0.002415834],"genre_scores_gemma":[0.9944979,0.0003842289,0.002485532,0.002187167,0.0003287403,0.000006470309,2.431654e-7,0.00002661077,0.0000831045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514802,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725176440762843,"score_gpt":0.2810308022117717,"score_spread":0.2237790378041433,"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."}}