{"id":"W3163836032","doi":"10.1002/9781119745532.ch3","title":"Susceptibility Genes and Epigenetics in Sporadic ALS","year":2021,"lang":"nl","type":"other","venue":"","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epigenome; Biology; Epigenetics; Gene; Disease; Candidate gene; Genetics; Genetic predisposition; DNA methylation; Gene expression; Medicine; Pathology","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":[0.0002428825,0.0001065829,0.000125648,0.0003789,0.0002156494,0.0003428119,0.0001289169,0.000297963,0.00412793],"category_scores_gemma":[0.0006324713,0.00006054294,0.0001296313,0.0003382433,0.0003502791,0.0002494527,0.0003355921,0.000173894,0.0003151703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636658,"about_ca_system_score_gemma":0.0002410574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358968,"about_ca_topic_score_gemma":0.002950385,"domain_scores_codex":[0.9999256,0.00002551185,0.00000567113,0.00001886219,0.00001607148,0.000008199368],"domain_scores_gemma":[0.99985,0.00004806876,0.00005628201,0.000009429207,0.00001358442,0.00002255519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00134354,0.0002084069,0.3909121,0.001519397,0.000441022,0.007709046,0.002909362,0.001014055,0.0527794,0.04362012,0.01956638,0.4779773],"study_design_scores_gemma":[0.00009299559,0.000413126,0.7812531,0.0008748245,0.0003087762,0.01006492,0.002231773,0.001142459,0.007102611,0.06668796,0.1297747,0.00005277915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7868887,0.1306564,0.003484698,0.02474302,0.0003636916,0.00002982983,0.001700103,0.0001622654,0.05197146],"genre_scores_gemma":[0.9566143,0.02948111,0.001347105,0.001193268,0.0003284044,0.00001848329,0.0003851807,0.00001818459,0.01061393],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00412793,"threshold_uncertainty_score":0.01380926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500470651611412,"score_gpt":0.323926719624439,"score_spread":0.2789220131083249,"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."}}