{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002233627,0.0001687559,0.0001981598,0.000103223,0.0001669462,0.00005960627,0.0001679543,0.0004633667,0.07816096],"category_scores_gemma":[0.000018735,0.0001348379,0.00003938188,0.00008135738,0.00008280786,0.0001495615,0.0001602684,0.0004368697,0.08910785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024304,"about_ca_system_score_gemma":0.0000427422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001520247,"about_ca_topic_score_gemma":0.000002885588,"domain_scores_codex":[0.9987943,0.0001166678,0.0002708612,0.0002479569,0.0002458353,0.0003243638],"domain_scores_gemma":[0.9992071,0.00002642898,0.0001320951,0.0003568311,0.00006427618,0.0002132971],"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":[0.00003789817,0.00001685368,0.0001666802,0.000159912,0.000008476754,5.391659e-7,0.0005313841,3.97836e-8,0.00000483013,0.00004217628,0.7827764,0.2162548],"study_design_scores_gemma":[0.000374454,0.00005687328,0.001683327,0.0001164945,0.000004275144,0.00001195608,0.0001633526,0.0000205392,0.00008443129,0.00001772,0.9973317,0.0001349016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001922595,0.003218404,0.0001493628,0.0003515114,0.007448428,0.0004665586,0.0001694984,0.00003554273,0.9862381],"genre_scores_gemma":[0.004977625,0.005386278,0.0002213325,0.003040259,0.002003582,0.0001279035,0.001021618,0.00002909284,0.9831923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2161199,"threshold_uncertainty_score":0.9226817,"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."}}