{"id":"W4214817152","doi":"10.3410/f.738643432.793581706","title":"Faculty Opinions recommendation of Investigating Developmental and Epileptic Encephalopathy Using Drosophila melanogaster.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"OMIM : Online Mendelian Inheritance in Man; Epilepsy; Context (archaeology); Induced pluripotent stem cell; Neuroscience; Drosophila melanogaster; Mendelian inheritance; Epileptic spasms; Biology; Medicine; Bioinformatics; Genetics; Gene; Embryonic stem cell","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":[0.0007627095,0.001003624,0.0008199887,0.00379799,0.0005120768,0.001465807,0.001159174,0.0008900685,0.1375566],"category_scores_gemma":[0.00549422,0.0003345094,0.0008646194,0.005764637,0.0001843181,0.0009568831,0.001147237,0.000770454,0.07440536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009478552,"about_ca_system_score_gemma":0.002422481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214203,"about_ca_topic_score_gemma":0.0350999,"domain_scores_codex":[0.9994122,0.00009940546,0.00008247921,0.0001717959,0.000163731,0.00007045281],"domain_scores_gemma":[0.997709,0.0007050254,0.0003681582,0.0003063959,0.000565591,0.0003459203],"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":[0.0001095437,0.00001627537,0.00366795,0.003427733,0.0001163442,0.00006339839,0.00004723541,0.000147477,0.0007307963,0.000760498,0.9791646,0.01174805],"study_design_scores_gemma":[0.00006301906,0.00001087284,0.007396033,0.0004050033,0.00006507577,0.00006893328,0.00004656823,0.0001281975,0.0005098607,0.0003624969,0.9909303,0.00001372221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002656514,0.0002476118,0.0001007869,0.0001352618,0.00003061407,0.00001737798,0.9958465,0.0003705823,0.00298576],"genre_scores_gemma":[0.001323989,0.0004245193,0.0007723359,0.000139504,0.00001266976,0.00007662243,0.9947961,0.0001291035,0.002325168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1375566,"threshold_uncertainty_score":0.4601727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318058194064549,"score_gpt":0.3224650951051698,"score_spread":0.2892845131645243,"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."}}