{"id":"W2503861309","doi":"10.1007/978-1-61779-782-8_10","title":"Morphological Assessments of Focal Cerebral Ischemia: White Matter Injury","year":2012,"lang":"en","type":"book-chapter","venue":"Springer protocols handbooks/Springer protocols","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"White matter; Myelin; Ischemia; Pathology; Myelin basic protein; Immunohistochemistry; Medicine; Brain tissue; Central nervous system; Anatomy; Internal medicine; Magnetic resonance imaging; Radiology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006539687,0.002080682,0.002291694,0.0004739529,0.0003528828,0.0003549621,0.001988488,0.001638489,0.01214605],"category_scores_gemma":[0.000152975,0.001729419,0.001176681,0.0001657949,0.0007589538,0.0006211014,0.002055079,0.002138458,0.003003803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018739,"about_ca_system_score_gemma":0.000302319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000062468,"about_ca_topic_score_gemma":0.000001252794,"domain_scores_codex":[0.9905865,0.0003315686,0.00216548,0.002887575,0.002068139,0.001960795],"domain_scores_gemma":[0.9941414,0.0002556289,0.001886745,0.002479902,0.0002410827,0.000995217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01491247,0.0118143,0.0665084,0.01085485,0.001312401,0.004434804,0.0003692991,0.00003732488,0.670991,0.1706767,0.007507864,0.04058055],"study_design_scores_gemma":[0.006610875,0.004483851,0.002912926,0.004399911,0.0003804904,0.0001428957,0.000003192644,0.00003590106,0.6727287,0.02347617,0.2812116,0.00361353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001539389,0.00003957495,0.000772508,0.0001071356,0.0002680522,0.7685227,0.0005613828,0.0006187719,0.2275705],"genre_scores_gemma":[0.01441134,0.000006928798,0.002601824,0.001237485,0.0005460725,0.8880566,0.00002266569,0.0004654331,0.09265169],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2737037,"threshold_uncertainty_score":0.9996576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562923517027455,"score_gpt":0.3410152322260569,"score_spread":0.2653859970557824,"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."}}