{"id":"W4283367598","doi":"10.3390/life12070931","title":"Adult-Onset Pilocytic Astrocytoma Predilecting Temporal Lobe: A Brief Review","year":2022,"lang":"en","type":"review","venue":"Life","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Pilocytic astrocytoma; Medicine; Neuroimaging; Temporal lobe; Ganglioglioma; Radiology; Astrocytoma; Surgery; Glioma; Epilepsy; Psychiatry","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":[],"category_scores_codex":[0.0003234985,0.0006533759,0.003239548,0.0002130442,0.0001721995,0.00003831406,0.0002485936,0.0001743139,0.002614576],"category_scores_gemma":[0.001138173,0.0004981337,0.001131225,0.0007644842,0.0000391998,0.00004625195,0.0002093942,0.0007186992,0.0003658879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005445748,"about_ca_system_score_gemma":0.001151802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008973976,"about_ca_topic_score_gemma":0.00001070082,"domain_scores_codex":[0.9967207,0.0002808829,0.001106737,0.0007475757,0.0006383963,0.0005056781],"domain_scores_gemma":[0.9975994,0.0003418223,0.0006345146,0.0008969753,0.00007609757,0.0004512306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002919047,0.0005508093,0.0003389726,0.1512674,0.0009412861,0.001375916,0.00001881803,7.15815e-8,2.119545e-8,0.00002841858,0.1258123,0.7196367],"study_design_scores_gemma":[0.0008581397,0.0006212945,0.00001985238,0.09881106,0.005406328,0.001551202,0.000009332841,0.00000212186,5.302686e-7,0.000002432842,0.8924094,0.0003083198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002362946,0.9943876,0.000001618187,0.0003726046,0.0003694634,0.002808511,0.0001837245,0.0001721713,0.00168071],"genre_scores_gemma":[0.00006441421,0.9940582,0.0003053169,0.002280605,0.0005103858,0.0009122239,0.001373107,0.0001282899,0.0003674632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7665971,"threshold_uncertainty_score":0.999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06962344545507623,"score_gpt":0.3539943651138332,"score_spread":0.2843709196587569,"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."}}