{"id":"W2980555971","doi":"10.1017/cjn.2019.311","title":"Nervous System Hemangiopericytoma","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiosurgery; Hemangiopericytoma; Radiation therapy; External beam radiotherapy; Metastasis; Immunotherapy; Central nervous system; Surgery; Radiology; Internal medicine; Cancer; Brachytherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003279465,0.0003800778,0.0008629002,0.00111197,0.001897066,0.0004456879,0.00136829,0.0001720826,0.0003110506],"category_scores_gemma":[0.001580624,0.0002439076,0.0003897977,0.001646975,0.004927992,0.0006992014,0.0000854937,0.001181609,0.00005035571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004556029,"about_ca_system_score_gemma":0.003516821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009700443,"about_ca_topic_score_gemma":0.008808318,"domain_scores_codex":[0.9953648,0.000527399,0.0009677314,0.0005780787,0.001050027,0.001511962],"domain_scores_gemma":[0.9956733,0.000470812,0.0007143234,0.0002228636,0.0006385146,0.002280176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381489,0.00002565149,0.9646882,0.00003748106,0.00003356452,0.0296515,0.0003392665,0.0006188662,0.0001039587,0.001351764,0.001125932,0.001885702],"study_design_scores_gemma":[0.000932224,0.1339045,0.4788796,0.0002259217,0.0001461851,0.3718718,0.001732759,0.001168182,0.0002123211,0.001543102,0.0088603,0.0005229873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774944,0.002367808,0.000007786807,0.00382653,0.001591178,0.0002772645,0.000006001468,0.00004659897,0.01438246],"genre_scores_gemma":[0.9948562,0.0001101353,0.001544606,0.002874337,0.0004495266,0.000002506256,1.926065e-7,0.00001824254,0.0001442646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858085,"threshold_uncertainty_score":0.9994023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063197296050974,"score_gpt":0.2701075245057914,"score_spread":0.2394755515452817,"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."}}