{"id":"W4391519210","doi":"10.1016/j.jad.2024.01.266","title":"Symptom patterns in the co-occurrence of depressive and generalized anxiety symptoms: A network analysis of a Canadian nationally representative sample","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; McGill University","funders":"","keywords":"Generalized anxiety disorder; Worry; Major depressive disorder; Psychology; Mood; Psychiatry; Suicidal ideation; Anxiety; Clinical psychology; Depression (economics); Population; Mood disorders; Poison control; Medicine; Injury prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122438,0.0001117721,0.0003535877,0.001292995,0.00005515641,0.00002237808,0.0002346763,0.00006600896,0.0002207935],"category_scores_gemma":[0.0002868494,0.00008219202,0.0001614194,0.002079266,0.0001499903,0.0001112203,0.00002358229,0.0003501461,5.524938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258671,"about_ca_system_score_gemma":0.00029484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09379897,"about_ca_topic_score_gemma":0.2216128,"domain_scores_codex":[0.9977961,0.0008751586,0.000455026,0.0001950881,0.0004043659,0.0002742505],"domain_scores_gemma":[0.9973433,0.001907308,0.0002894639,0.0001597731,0.0001795072,0.000120617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000167716,0.0001300893,0.9566067,0.00009777216,0.002285303,0.0000298029,0.01886419,0.001355919,0.00002202403,0.003805879,0.002531918,0.01410269],"study_design_scores_gemma":[0.000799506,0.0003317486,0.9908255,0.0001373695,0.0002219098,0.00001337836,0.004055052,0.001191094,0.00001991319,0.001414843,0.0009047803,0.00008493773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941152,0.002338661,0.0008782237,0.0006191943,0.0001796906,0.0004146422,0.0006762381,0.000002397471,0.0007756983],"genre_scores_gemma":[0.9988303,0.0008289284,0.0000861718,0.0001236006,0.00004261233,0.00002816734,0.00004422149,0.000006818446,0.000009192289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278138,"threshold_uncertainty_score":0.9122355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827600623923206,"score_gpt":0.4003444176723778,"score_spread":0.3720684114331457,"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."}}