{"id":"W4377010859","doi":"10.1111/neup.12909","title":"Hyaline protoplasmic astrocytopathy in epilepsy","year":2023,"lang":"en","type":"review","venue":"Neuropathology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Pathology; Epilepsy; Filamin; Cortical dysplasia; Astrocyte; Gliosis; Biology; Medicine; Neuroscience; Central nervous system; Cytoskeleton; Genetics; Cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001044389,0.0002364082,0.0001527479,0.0007584944,0.0002620716,0.0002796878,0.0001325461,0.0002886384,0.0006256534],"category_scores_gemma":[0.000325822,0.00007625757,0.0001154702,0.0005703621,0.0003854739,0.0002499798,0.0002988387,0.0002248387,0.0002218236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784269,"about_ca_system_score_gemma":0.0002606023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228659,"about_ca_topic_score_gemma":0.002212406,"domain_scores_codex":[0.9999267,0.00001341975,0.00001669613,0.000009527167,0.00001910004,0.0000145765],"domain_scores_gemma":[0.9998778,0.00002974053,0.00005460198,0.000006531727,0.00001538767,0.00001597743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005920489,0.00006215211,0.1538744,0.004037823,0.000267911,0.4703916,0.001304632,0.000648789,0.09700374,0.004294342,0.005539811,0.2619828],"study_design_scores_gemma":[0.00002610001,0.0001315567,0.1235129,0.000273684,0.0001415687,0.8339398,0.0003797752,0.0003775478,0.01323505,0.001789716,0.02617367,0.0000186352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7553835,0.2060387,0.004914595,0.001137669,0.0003025896,0.00008680962,0.0002762242,0.0001778777,0.03168203],"genre_scores_gemma":[0.9646546,0.03151076,0.001038312,0.0002126852,0.0001558554,0.000008705734,0.0001301939,0.00001218693,0.002276796],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001228659,"threshold_uncertainty_score":0.002442956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172174447816031,"score_gpt":0.4180202804804604,"score_spread":0.3008028356988573,"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."}}