{"id":"W3207547573","doi":"10.1002/dev.22199","title":"Medial prefrontal brain activity correlates with emerging symptoms of anxiety and depression in late adolescence: A fNIRS study","year":2021,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Anxiety; Psychology; Depression (economics); Prefrontal cortex; Clinical psychology; Comorbidity; Neural correlates of consciousness; Developmental psychology; Neuroscience; Psychiatry; Cognition","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":[0.0002285387,0.0001872994,0.0001617624,0.0003789277,0.0001495856,0.000282047,0.0001307167,0.0002286505,0.0005339045],"category_scores_gemma":[0.0005508074,0.0001239803,0.0001271393,0.0001819239,0.0001635809,0.0001523434,0.0001514283,0.0002647349,0.0001050268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423773,"about_ca_system_score_gemma":0.0001435643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004026041,"about_ca_topic_score_gemma":0.00874588,"domain_scores_codex":[0.9999328,0.00001106366,0.000004632777,0.0000201946,0.00001391075,0.00001731789],"domain_scores_gemma":[0.9997905,0.00003605907,0.0000752163,0.000009517678,0.0000435106,0.00004522057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640772,0.0001899235,0.949858,0.00003559861,0.00005753755,0.0005638602,0.001012606,0.00006762494,0.0367747,0.00007467467,0.0001014051,0.01099995],"study_design_scores_gemma":[0.000001624797,0.0000449003,0.99879,0.000003416432,0.000008261276,0.000333474,0.000210174,0.00008444973,0.0004529902,0.00001386539,0.0000556335,0.000001281761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995289,0.000107921,0.0001497173,0.000008807004,0.000001214291,0.000004945636,0.00004246842,0.000001587573,0.0001545698],"genre_scores_gemma":[0.9994367,0.0001014593,0.0002416092,0.000009098327,0.00000254883,0.000007308599,0.00005759211,0.0000014313,0.0001423339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004026041,"threshold_uncertainty_score":0.008005261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008163910259076862,"score_gpt":0.2991310037635634,"score_spread":0.2909670935044865,"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."}}