{"id":"W3211334216","doi":"10.5281/zenodo.3515460","title":"Characterization of the activity-dependent development of IPSC-derived neurons from Fragile X patients","year":2019,"lang":"en","type":"article","venue":"Figshare","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":"Neuroscience; Computer science; Biology","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":[0.0001970576,0.000227305,0.0002742943,0.0004514137,0.0001672057,0.0003987552,0.0002693746,0.0003804976,0.002626495],"category_scores_gemma":[0.0003644724,0.0001017209,0.0003347346,0.0001683212,0.0001500765,0.0001319589,0.0002332879,0.0005536624,0.001242356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198353,"about_ca_system_score_gemma":0.00008147588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103324,"about_ca_topic_score_gemma":0.0004578775,"domain_scores_codex":[0.9998562,0.00001049019,0.00002704913,0.00004322827,0.00004478611,0.00001819512],"domain_scores_gemma":[0.9998691,0.00003057902,0.00001970572,0.00002508487,0.00002660989,0.00002900116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001931323,0.00007794298,0.007892541,0.00009938644,0.00004989588,0.00367096,0.0002370644,0.0002678484,0.9731666,0.0003407104,0.000358796,0.01364505],"study_design_scores_gemma":[0.00007969589,0.0009487903,0.2150764,0.0001059812,0.0002505525,0.03822252,0.0003919939,0.003661834,0.7146526,0.0006874453,0.02588016,0.00004203365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793856,0.001397705,0.009813466,0.000152012,0.00006450054,0.0001724492,0.004503285,0.0001561867,0.004354907],"genre_scores_gemma":[0.9790044,0.001528903,0.006242712,0.0002121673,0.00002199563,0.0003077633,0.008320512,0.0001268758,0.004234653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002626495,"threshold_uncertainty_score":0.008786559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110265098063393,"score_gpt":0.1987803281546434,"score_spread":0.1876776771740095,"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."}}