{"id":"W4413133438","doi":"10.3390/psychiatryint6030094","title":"Anxiety Disorder: Measuring the Impact on Major Depressive Disorder","year":2025,"lang":"en","type":"article","venue":"Psychiatry International","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Anxiety; Major depressive disorder; Comorbidity; Anxiety disorder; Psychology; Depression (economics); Population; Mood; Endophenotype; Generalized anxiety disorder; Psychiatry; Clinical psychology; Medicine; 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":[0.0007062709,0.0002793749,0.0003301263,0.0007085675,0.0002869383,0.0004840608,0.0002823809,0.0002406071,0.002787139],"category_scores_gemma":[0.002508414,0.0001380161,0.0005453267,0.0004905835,0.0001131875,0.0001945444,0.0004825465,0.0004050066,0.0005935226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363953,"about_ca_system_score_gemma":0.0001711449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844367,"about_ca_topic_score_gemma":0.004764056,"domain_scores_codex":[0.9994578,0.0001515936,0.00009772348,0.00006241909,0.0001738539,0.00005663055],"domain_scores_gemma":[0.9985708,0.000251042,0.0006838428,0.00005365003,0.0002290978,0.0002114321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003731038,0.00007499551,0.9888626,0.00008592802,0.0001850362,0.00005071166,0.00005541421,0.00008588698,0.0004740272,0.00002371322,0.0007237633,0.009004845],"study_design_scores_gemma":[0.000007350682,0.0001111763,0.9992425,0.000008636426,0.00003982566,0.0001374214,0.00003376499,0.00009930891,0.00005464145,0.00001411524,0.0002491569,0.000002068532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871534,0.001224271,0.0003763052,0.0002453375,0.0000404533,0.0002184946,0.004085706,0.0000348699,0.006621276],"genre_scores_gemma":[0.9964015,0.00041351,0.0007630794,0.00009286578,0.00004018744,0.00008161581,0.001611329,0.000003334401,0.0005925887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787139,"threshold_uncertainty_score":0.009323895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006891032108622587,"score_gpt":0.2866867767178572,"score_spread":0.2797957446092346,"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."}}