{"id":"W4252524018","doi":"10.1002/da.22784","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Depression and Anxiety","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Audrey and Theodor Geisel School of Medicine at Dartmouth; Dell Medical School, University of Texas at Austin; Veterans Affairs San Diego Healthcare System; Weill Cornell Medical College; University of California, Los Angeles; University of Illinois at Urbana-Champaign; Dalhousie University; Rijksuniversiteit Groningen; University of Texas at Austin; Rush University; School of Medicine, Emory University; University of Regina; University of Pittsburgh; University of Cincinnati; University of Louisville; University of Washington; Johns Hopkins University; University of South Florida; McLean Hospital; Dartmouth College; School of Medicine, Duke University; University of Miami; Emory University; Virginia Commonwealth University; Brown University; School of Medicine, Stanford University; McMaster University; University of California, San Diego; Yale University; Technische Universität Dresden; New York State Psychiatric Institute; Massachusetts General Hospital","keywords":"Citation; Anxiety; Depression (economics); Psychology; Information retrieval; Computer science; Library science; World Wide Web; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001389124,0.001181045,0.001220773,0.003985738,0.001876376,0.007051639,0.001665314,0.002394332,0.9179774],"category_scores_gemma":[0.009187893,0.0004244312,0.000676009,0.00355501,0.0007051284,0.004473629,0.00327437,0.002148927,0.8941187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477404,"about_ca_system_score_gemma":0.00209966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014018,"about_ca_topic_score_gemma":0.003758789,"domain_scores_codex":[0.9987903,0.0001974075,0.00007492809,0.0001574364,0.0006352061,0.0001447524],"domain_scores_gemma":[0.9956987,0.0007751856,0.0001686519,0.0004657608,0.001718223,0.001173422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001474267,0.00001193673,0.00002556509,0.0000927831,6.592816e-7,0.00000947623,0.00001039615,0.00001957259,0.00004685318,0.0007595802,0.982565,0.01644326],"study_design_scores_gemma":[0.00001749369,0.00001032275,0.0001671474,0.0001038914,0.000001154827,0.0000132555,0.00003852502,0.00005594377,0.00006827639,0.001109473,0.9984097,0.000004874691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002651874,0.0006839041,0.0008903745,0.003373868,0.01160481,0.0002737601,0.02312597,0.003108559,0.9566735],"genre_scores_gemma":[0.0007274238,0.0003022196,0.0002631427,0.0007661959,0.0009556541,0.0001321907,0.008299187,0.0007751791,0.9877787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08202261,"threshold_uncertainty_score":0.1169953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479479554733576,"score_gpt":0.4157745224116794,"score_spread":0.3809797268643437,"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."}}