{"id":"W4210374786","doi":"10.1002/da.23052","title":"Issue Information","year":2021,"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":"Dell Medical School, University of Texas at Austin; School of Medicine, Emory University; University of California, San Diego; School of Medicine, Stanford University; Dalhousie University; Ohio State University; Rijksuniversiteit Groningen; New York State Psychiatric Institute; Rush University; University of Louisville; McMaster University; Johns Hopkins University; University of South Florida; Harvard University; Brown University; Emory University","keywords":"Citation; Depression (economics); Information retrieval; Psychology; Computer science; Library science; World Wide Web","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":[0.0001729744,0.0001613451,0.0002231751,0.00008248819,0.0001368317,0.00007423564,0.0001278045,0.000438482,0.07473309],"category_scores_gemma":[0.00002209044,0.0001363569,0.00004876306,0.0001002219,0.00003951668,0.0001292507,0.0001743457,0.0005646251,0.02437637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003103452,"about_ca_system_score_gemma":0.00006739248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481473,"about_ca_topic_score_gemma":0.000003211913,"domain_scores_codex":[0.9987708,0.0001498363,0.0002712056,0.0002570701,0.0002520544,0.0002990597],"domain_scores_gemma":[0.9992393,0.00003254557,0.0001113031,0.0003487641,0.00006290487,0.0002052421],"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":[0.00001842143,0.00002103402,0.0001665789,0.0002261729,0.00001033757,0.000002387981,0.0004430426,1.911398e-7,0.000009399277,0.00006186538,0.7210234,0.2780172],"study_design_scores_gemma":[0.0003633349,0.00002206441,0.001664809,0.0001555205,0.000004676896,0.00002067648,0.0003733948,0.00001714208,0.0001148848,0.000007819718,0.9971237,0.0001319406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001468257,0.01312322,0.000152983,0.0005844662,0.007007798,0.0003879352,0.0001750642,0.00002929017,0.977071],"genre_scores_gemma":[0.003685304,0.0128868,0.0002113247,0.003293067,0.0009806422,0.0001275694,0.002036968,0.00002577151,0.9767526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2778852,"threshold_uncertainty_score":0.9763833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452437325753949,"score_gpt":0.4108320450781835,"score_spread":0.376307671820644,"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."}}