{"id":"W7019350079","doi":"","title":"The Genetic Landscape of Neurodegenerative and Cerebrovascular Disease Phenotypes.","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyotrophic lateral sclerosis; Disease; Frontotemporal dementia; Dementia; Population; Genetic testing; Genetic heterogeneity; Cognitive decline; Neurodegeneration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007655268,0.0005903243,0.0004482652,0.001979109,0.001145789,0.001062794,0.0005292726,0.0006644099,0.003488354],"category_scores_gemma":[0.002032945,0.0001896124,0.0004952236,0.002280147,0.0007374454,0.0003003465,0.001019464,0.0005773671,0.0002935239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173111,"about_ca_system_score_gemma":0.001462394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06903774,"about_ca_topic_score_gemma":0.1059049,"domain_scores_codex":[0.9988864,0.0001978485,0.00007589594,0.0003788343,0.0002965439,0.0001646108],"domain_scores_gemma":[0.9991109,0.0002066117,0.00029513,0.00005968523,0.0001910959,0.0001366055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004850445,0.00005930034,0.9395112,0.000136356,0.0006284417,0.003337194,0.0009650209,0.0002688526,0.02096643,0.001607084,0.002546063,0.02948907],"study_design_scores_gemma":[0.0000216119,0.00005403823,0.9916271,0.0000662269,0.0001692499,0.002320657,0.0003457918,0.0002941059,0.0005508857,0.001000717,0.003531364,0.00001829195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794367,0.004959902,0.001927643,0.001318716,0.00005081094,0.00009107994,0.003890214,0.00005011516,0.008274848],"genre_scores_gemma":[0.9933931,0.001452344,0.00164774,0.0004065064,0.00003740285,0.00003812209,0.001823568,0.00002299395,0.001178205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06903774,"threshold_uncertainty_score":0.1372718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06733794679562237,"score_gpt":0.3059165462082873,"score_spread":0.2385785994126649,"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."}}