{"id":"W4391850776","doi":"10.1016/j.celrep.2024.113785","title":"Functional subtypes of synaptic dynamics in mouse and human","year":2024,"lang":"en","type":"article","venue":"Cell Reports","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Glutamatergic; Neuroscience; Cluster analysis; Biology; Human brain; Dynamics (music); Computer science; Computational biology; Evolutionary biology; Artificial intelligence; Psychology; Glutamate receptor; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005015418,0.0001876471,0.0003063374,0.001056984,0.0001813214,0.0003754347,0.0002258843,0.0002730844,0.001710141],"category_scores_gemma":[0.001242059,0.0001364058,0.0002894027,0.0005936524,0.0002927031,0.0002482052,0.0002776813,0.0001925063,0.0004847553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317512,"about_ca_system_score_gemma":0.0001967639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194327,"about_ca_topic_score_gemma":0.005913933,"domain_scores_codex":[0.9998112,0.00002036748,0.00001457273,0.00009941377,0.00003452817,0.00001987868],"domain_scores_gemma":[0.999663,0.00009882161,0.00007435732,0.00008661928,0.000039134,0.00003813235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003537606,0.0003015722,0.464877,0.000661024,0.0008398957,0.001476096,0.001218113,0.01565583,0.3036982,0.008830153,0.01785699,0.1810475],"study_design_scores_gemma":[0.00006530023,0.0002239338,0.9261531,0.00007110928,0.0001617855,0.004262077,0.0002163409,0.01966335,0.02405134,0.006725776,0.01832777,0.00007815429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97848,0.0009258603,0.007497631,0.00007972301,0.0000103816,0.00001358761,0.01114476,0.0003164704,0.001531539],"genre_scores_gemma":[0.9746794,0.0005252159,0.005441239,0.00008023121,0.00000645319,0.00003344184,0.01835815,0.0000763712,0.0007995094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003194327,"threshold_uncertainty_score":0.006351471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773092936155593,"score_gpt":0.2340123937069426,"score_spread":0.2162814643453866,"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."}}