{"id":"W4321504626","doi":"10.1007/978-3-031-20792-1_34","title":"Neuropathology of Cerebral Palsy","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Gliosis; Pathology; Neuropathology; Periventricular leukomalacia; Astrocytosis; Medicine; Cerebral palsy; Neuroscience; Epilepsy; White matter; Biology; Magnetic resonance imaging; Pregnancy; Gestational age; Immunohistochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845029,0.0008206282,0.0004478029,0.001918266,0.0007863636,0.001200909,0.0007917956,0.001181742,0.0204947],"category_scores_gemma":[0.0003653326,0.0002657104,0.0002757943,0.0007756171,0.001378905,0.001181317,0.001115344,0.001684953,0.007385292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404016,"about_ca_system_score_gemma":0.0009236394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739339,"about_ca_topic_score_gemma":0.009709902,"domain_scores_codex":[0.9999248,0.00001351925,0.000005093308,0.000008670127,0.00003700141,0.00001090009],"domain_scores_gemma":[0.9998959,0.00005470132,0.000006581833,0.000007630444,0.00002390784,0.00001122142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003153809,0.00004456806,0.0001585755,0.0006548429,0.00001108472,0.001692082,0.0004968175,0.0008017604,0.001244265,0.1353279,0.5701202,0.2894164],"study_design_scores_gemma":[0.000002681539,0.00001855055,0.0003612299,0.0004066659,0.000005263891,0.002732326,0.00009641258,0.0001134263,0.0001963958,0.03167996,0.9643798,0.000007228793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001218254,0.1956577,0.003569179,0.004972979,0.009052885,0.00004760493,0.0001478851,0.0001888982,0.7851446],"genre_scores_gemma":[0.008071291,0.1542169,0.002122239,0.002639937,0.004179406,0.00006415918,0.0001439055,0.00006873194,0.8284934],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0204947,"threshold_uncertainty_score":0.06856161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0493274102600613,"score_gpt":0.2654420195289274,"score_spread":0.2161146092688661,"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."}}