{"id":"W3210892752","doi":"10.1016/j.jadr.2021.100265","title":"GAD: Over-reactive and unstable mood","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Mood; Psychology; Clinical psychology","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":[0.0004078876,0.0003248921,0.0002583163,0.0008301297,0.000441555,0.0006349673,0.000185022,0.000335434,0.001029195],"category_scores_gemma":[0.001691763,0.0001285513,0.0002512222,0.000528564,0.0004032366,0.0002781932,0.0005371965,0.000402828,0.0001793017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569859,"about_ca_system_score_gemma":0.0002104883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440914,"about_ca_topic_score_gemma":0.001643701,"domain_scores_codex":[0.9996037,0.0001231882,0.00005434242,0.0000730223,0.00006524835,0.00008049876],"domain_scores_gemma":[0.9992223,0.00009353652,0.0003908954,0.00004246001,0.00009839745,0.0001523914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004714348,0.00009215548,0.9734554,0.0001833107,0.00005641303,0.003765872,0.001795206,0.00006766956,0.004353418,0.0002398776,0.0003569278,0.01516224],"study_design_scores_gemma":[0.00001505362,0.0003007013,0.9818786,0.00004259075,0.00005054913,0.01507542,0.001141841,0.0001113111,0.0002476386,0.0001710907,0.0009513847,0.00001388899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975332,0.0006525815,0.0001520132,0.00007449896,0.00002138349,0.00002910923,0.00006991305,0.000009880079,0.001457461],"genre_scores_gemma":[0.9994763,0.0001020599,0.0001408615,0.00006200895,0.00001429374,0.000006055908,0.00005852961,0.00000132226,0.0001386475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001440914,"threshold_uncertainty_score":0.003443003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091249523567522,"score_gpt":0.3169315641887873,"score_spread":0.306019068953112,"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."}}