{"id":"W4378981869","doi":"10.1007/978-3-030-57376-8_82-1","title":"Tuberous Sclerosis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Tuberous sclerosis; Medicine; History; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000245991,0.0004550925,0.0008022356,0.0004957753,0.0001011853,0.00005566906,0.0002749954,0.0005369562,0.01200087],"category_scores_gemma":[0.00008288704,0.0003980502,0.0004019842,0.00009620745,0.0002154785,0.00003913464,0.0003570417,0.0009635029,0.03139301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405653,"about_ca_system_score_gemma":0.0002229783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139229,"about_ca_topic_score_gemma":0.0001044773,"domain_scores_codex":[0.9970594,0.00001244625,0.0004609324,0.0007159407,0.001171754,0.00057955],"domain_scores_gemma":[0.9979452,0.0001856422,0.00008010765,0.001109659,0.0002708064,0.0004085774],"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":[0.0001738894,0.0000930944,0.0001859954,0.0004568499,0.0008313229,0.000488772,0.00006834481,0.000001829012,0.002592296,0.330734,0.5823863,0.08198732],"study_design_scores_gemma":[0.004390987,0.001865618,0.01647704,0.005226259,0.0009376148,0.0007762339,0.00004329169,0.0001983084,0.001107944,0.03043736,0.9362297,0.002309653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002686292,0.0002832132,0.00002745822,0.002108909,0.0002936861,0.000793654,0.00004563375,0.0009970384,0.9951818],"genre_scores_gemma":[0.002759256,0.0006237273,0.0005787491,0.0007950817,0.0005669548,0.00003404866,0.0001466228,0.0003626336,0.9941329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3538434,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913748871688829,"score_gpt":0.310286319789966,"score_spread":0.118911432621083,"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."}}