{"id":"W4245656259","doi":"10.3410/f.727469317.793574003","title":"Faculty Opinions recommendation of What do genetic studies tell us about the heritable basis of common epilepsy? Polygenic or complex epilepsy?","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Epilepsy; Biology; Evolutionary biology; Data science; Psychology; Genetics; Psychiatry; Genealogy; Computer science; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002158125,0.001415921,0.002339015,0.003440199,0.0006952815,0.003807761,0.002433752,0.002792083,0.311722],"category_scores_gemma":[0.0287642,0.0006457677,0.002030512,0.006127269,0.0003750705,0.002540229,0.002320824,0.001801362,0.16339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278648,"about_ca_system_score_gemma":0.003395749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793438,"about_ca_topic_score_gemma":0.0488423,"domain_scores_codex":[0.9985986,0.0002587957,0.0001914996,0.0003109745,0.0004086085,0.0002314919],"domain_scores_gemma":[0.9865631,0.004853544,0.001521329,0.001630354,0.003302949,0.002128562],"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":[0.00006116673,0.00001074984,0.001075384,0.0004669864,0.00004673119,0.00001010665,0.000005924202,0.00004507654,0.00002434746,0.0001525907,0.9959173,0.002183612],"study_design_scores_gemma":[0.001206023,0.00002908644,0.01175515,0.001351632,0.000225801,0.00008699961,0.00006646989,0.00039297,0.000203916,0.00253755,0.9820908,0.00005346285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001213948,0.000106421,0.00006039884,0.0006649711,0.00006872261,0.00001753946,0.9972933,0.000163693,0.001503505],"genre_scores_gemma":[0.001400784,0.000329867,0.0005415882,0.001335425,0.0001331921,0.00018463,0.9908601,0.0002082679,0.005006121],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.311722,"threshold_uncertainty_score":0.981745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560146786978542,"score_gpt":0.3635818784835015,"score_spread":0.3179804106137161,"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."}}