{"id":"W2950007767","doi":"10.1101/547588","title":"White matter changes in the perforant path in patients with amyotrophic lateral sclerosis","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Medical Research Council; National Institute for Health and Care Research; Alzheimer Nederland; Alzheimer Society","keywords":"Amyotrophic lateral sclerosis; Fractional anisotropy; White matter; Frontotemporal dementia; Neuroscience; Psychology; Perforant path; Pathology; Hippocampal formation; Hippocampus; Diffusion MRI; Chemistry; Dementia; Medicine; Disease; Magnetic resonance imaging; Dentate gyrus; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002334043,0.0005718651,0.0003159341,0.0007887829,0.0004086673,0.0002784156,0.0001687333,0.0005114882,0.001244581],"category_scores_gemma":[0.0006449054,0.0002184946,0.0001658589,0.0004003021,0.0004127595,0.0003659183,0.0002517245,0.0002704379,0.0001935521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813762,"about_ca_system_score_gemma":0.0001116105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122941,"about_ca_topic_score_gemma":0.001050189,"domain_scores_codex":[0.999885,0.00001974346,0.00001787174,0.00004104247,0.00002153276,0.00001479541],"domain_scores_gemma":[0.9997373,0.00004118284,0.0001208905,0.00001272192,0.00003807966,0.00004973994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001880494,0.0002754833,0.9099582,0.0001123245,0.0002252969,0.0169021,0.001151223,0.0002685055,0.06140781,0.00008876048,0.0002650318,0.007464773],"study_design_scores_gemma":[0.00002986946,0.0006615637,0.9815869,0.00001304987,0.0000520233,0.01498371,0.0003017215,0.0001986547,0.00182902,0.0001047276,0.000229086,0.000009613703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994803,0.0001063162,0.00007797377,0.0000213349,0.000002990759,0.000006227134,0.0000470396,0.000006345897,0.0002515625],"genre_scores_gemma":[0.9997156,0.00005175259,0.00007587685,0.00001759229,0.000004326283,0.00000405922,0.00005082969,0.000001051523,0.0000789065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001244581,"threshold_uncertainty_score":0.004163504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616029677523684,"score_gpt":0.238435159762938,"score_spread":0.2122748629877011,"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."}}