{"id":"W3111923710","doi":"10.1093/neuonc/noaa222.613","title":"NFB-09. ENROLLMENT AND CLINICAL CHARACTERISTICS OF NEWLY DIAGNOSED, NEUROFIBROMATOSIS TYPE 1 ASSOCIATED OPTIC PATHWAY GLIOMA (NF1-OPG): PRELIMINARY RESULTS FROM AN INTERNATIONAL MULTI-CENTER NATURAL HISTORY STUDY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Neurofibromatosis; Natural history; Natural history study; Pediatrics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003203614,0.0003621558,0.001071988,0.0001433194,0.00006378484,0.00002630216,0.000327412,0.0002622128,0.00005873172],"category_scores_gemma":[0.00276791,0.0003354313,0.0001894068,0.0001680299,0.0002092561,0.0001978632,0.0003628078,0.0006813994,0.00002521761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033193,"about_ca_system_score_gemma":0.0003177317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008140402,"about_ca_topic_score_gemma":0.00001384395,"domain_scores_codex":[0.9958656,0.0009061813,0.001450146,0.0009705066,0.0004702998,0.0003372575],"domain_scores_gemma":[0.9964913,0.001529097,0.0007496628,0.0004847761,0.0002738319,0.0004713589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03466816,0.02211707,0.6070362,0.00008144805,0.000924485,0.02151619,0.004441338,0.000002746642,0.2910357,0.00001725927,0.006359692,0.01179975],"study_design_scores_gemma":[0.02616227,0.03867206,0.9199185,0.00007293373,0.0004595082,0.0003235279,0.0003625428,0.002939309,0.001654111,0.000001443373,0.009100709,0.000333133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932254,0.0001438217,0.000002102583,0.002045011,0.00302397,0.0008883994,0.0003887693,0.0001284643,0.0001540729],"genre_scores_gemma":[0.9959487,0.0001182866,0.0004647553,0.002511899,0.0004250145,0.00002404079,0.0004179401,0.00006751499,0.00002182647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128823,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05540380640046057,"score_gpt":0.3285610388089389,"score_spread":0.2731572324084783,"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."}}