{"id":"W2351869056","doi":"","title":"CT and MRI Manifestations of Hemangiopericytoma in Central Nervous System","year":2005,"lang":"en","type":"article","venue":"","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Hemangiopericytoma; Central nervous system; Radiology; Homogeneous; Differential diagnosis; Magnetic resonance imaging; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004719643,0.00006592461,0.0001847348,0.00007153235,0.00001836724,0.00000262753,0.00001825567,0.000007916817,0.00004090709],"category_scores_gemma":[0.00002518435,0.00005359311,0.00002339348,0.0001092168,0.00004090884,0.0000342554,0.00002102622,0.00003785912,0.00001519663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005927376,"about_ca_system_score_gemma":0.00001827795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241188,"about_ca_topic_score_gemma":0.0002623293,"domain_scores_codex":[0.9994735,0.00001058673,0.0001776803,0.000103569,0.00009265277,0.0001420526],"domain_scores_gemma":[0.9997576,0.00003780823,0.00002639128,0.00009989674,0.00002657358,0.00005175167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002326952,0.0005569773,0.9249651,0.002266107,0.0002564428,0.01326424,0.009061452,0.0001548097,0.00422179,0.01675461,0.008610522,0.01965525],"study_design_scores_gemma":[0.001490657,0.0001505374,0.979843,0.0002103263,0.0000762316,0.005599101,0.007128791,0.001134184,0.002569982,0.000006061664,0.001680962,0.0001102212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825504,0.0007363259,0.00003757282,0.000919749,0.00002902933,0.0002119175,0.000002980241,0.00005793843,0.01545411],"genre_scores_gemma":[0.9964334,0.00002772257,0.002338356,0.00006358227,0.00005856874,0.000009686014,0.000002196671,0.000008219819,0.001058237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05487784,"threshold_uncertainty_score":0.2185464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201254437980504,"score_gpt":0.2628123872387222,"score_spread":0.2507998428589172,"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."}}