{"id":"W4213070209","doi":"10.1016/j.bpsgos.2022.02.002","title":"The Added Value of Crosstalk Between Developmental Circuit Neuroscience and Clinical Practice to Inform the Treatment of Adolescent Anxiety","year":2022,"lang":"en","type":"review","venue":"Biological Psychiatry Global Open Science","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institute of Mental Health; New York University; Weill Cornell Medicine; Weill Cornell Medical College; York University; National Alliance for Research on Schizophrenia and Depression; New York Community Trust; Columbia University; Folger Shakespeare Library; National Science Foundation","keywords":"Neuroscience; Anxiety; Psychology; Crosstalk; Translational research; Research Domain Criteria; Leverage (statistics); Cognitive science; Medicine; Cognition; Psychiatry; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029142,0.0003696566,0.0009957706,0.00005179183,0.0009746847,0.0002214884,0.003904501,0.000107635,0.000101149],"category_scores_gemma":[0.0006648597,0.0001710181,0.0003396896,0.002128772,0.002464156,0.0001631926,0.001622616,0.0002854507,0.00002087211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412367,"about_ca_system_score_gemma":0.00121096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007815255,"about_ca_topic_score_gemma":0.00001149928,"domain_scores_codex":[0.9955015,0.0007314421,0.001456363,0.001058296,0.0007029717,0.0005494761],"domain_scores_gemma":[0.9970168,0.0007659058,0.001018171,0.000810719,0.0001034032,0.0002849898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006786494,0.0007538935,0.02519989,0.00003844262,0.00002796057,0.000003622163,0.00003946434,1.881872e-7,8.477928e-7,0.008058888,0.0006619222,0.965147],"study_design_scores_gemma":[0.0002665751,0.001276847,0.1791931,0.0000769953,0.0001317326,0.0001538879,0.0002294774,2.535565e-7,3.23185e-7,0.00004575617,0.8184599,0.000165127],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04183732,0.9106464,0.00004192813,0.004602375,0.01073642,0.01316544,0.001268743,0.00007859747,0.01762272],"genre_scores_gemma":[0.009727406,0.9868909,0.001135444,0.001265203,0.0001963418,0.0003085989,0.00002073688,0.00001826072,0.0004371855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9649819,"threshold_uncertainty_score":0.9079286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2897108630278984,"score_gpt":0.5229009928999361,"score_spread":0.2331901298720376,"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."}}