{"id":"W2806360371","doi":"10.1016/j.janxdis.2018.05.003","title":"Are anxiety disorders publications continuing on a trajectory of growth? A look at Boschen’s (2008) predictions and beyond","year":2018,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Anxiety; Social anxiety; Psychology; Generalized anxiety disorder; Anxiety disorder; MEDLINE; Psychiatry; Clinical psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000509048,0.0004054423,0.0005522448,0.000904079,0.0003424229,0.00006084315,0.0004083636,0.0002857859,0.001039438],"category_scores_gemma":[0.0008583008,0.0003634403,0.0003620518,0.001253019,0.0007856225,0.0005135531,0.00009765162,0.00051908,0.00004322648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408675,"about_ca_system_score_gemma":0.00008464886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006532892,"about_ca_topic_score_gemma":0.000474345,"domain_scores_codex":[0.99723,0.0002081883,0.0008769963,0.0005837417,0.0005732549,0.0005278513],"domain_scores_gemma":[0.9962512,0.0003100402,0.001658565,0.0004441236,0.00101292,0.0003231225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006533943,0.001904559,0.8293147,0.00006019579,0.0006846379,0.000001162774,0.006060159,0.000006572076,0.0002084969,0.0004333937,0.07593627,0.08473647],"study_design_scores_gemma":[0.004240608,0.00132266,0.7680619,0.0001638264,0.000369337,0.00009238798,0.0110214,0.00002659594,0.0002171029,0.002177865,0.2118607,0.0004455915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389093,0.01107435,0.004372023,0.004167995,0.00249429,0.0007790941,0.0002470097,0.0001220921,0.03783388],"genre_scores_gemma":[0.9504627,0.04709587,0.0005885731,0.000375887,0.0004034368,0.00004834303,0.000014688,0.00006816298,0.0009423424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359244,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518758195130547,"score_gpt":0.2896024045774508,"score_spread":0.2744148226261454,"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."}}