{"id":"W4206904075","doi":"10.1002/da.22922","title":"Issue Information","year":2020,"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; Computer science; Information retrieval; Depression (economics); World Wide Web; Psychology; Library science","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":[0.0001201284,0.0001667523,0.0002198846,0.00006837585,0.0001218461,0.00005649789,0.0001582262,0.0003770077,0.04025199],"category_scores_gemma":[0.00002187799,0.0001375623,0.00004363276,0.00009396193,0.00004071932,0.000130808,0.0001659806,0.0006134188,0.06261817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002472491,"about_ca_system_score_gemma":0.00004433138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105791,"about_ca_topic_score_gemma":0.000001142408,"domain_scores_codex":[0.9988481,0.0001134213,0.0002688933,0.0002515938,0.0002443713,0.0002736207],"domain_scores_gemma":[0.9992843,0.00002723122,0.0001195883,0.000250094,0.00003410226,0.0002847364],"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":[0.00004088652,0.00001221135,0.0001259816,0.0002382635,0.000008881118,0.000001350684,0.000666667,1.579486e-7,0.000007532873,0.00006594782,0.746641,0.2521911],"study_design_scores_gemma":[0.0003888254,0.00004374936,0.001126305,0.00008264407,0.000004632455,0.000008573804,0.0002215165,0.00004376626,0.00006216345,0.00001138772,0.997875,0.0001313922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004871076,0.004839867,0.0002149127,0.001815401,0.00509831,0.0005516689,0.0002344182,0.00004854475,0.9867098],"genre_scores_gemma":[0.01345596,0.01474391,0.0003847687,0.01435059,0.002512869,0.0002500323,0.002659542,0.00005886382,0.9515834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2520597,"threshold_uncertainty_score":0.9606254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392974321529828,"score_gpt":0.4057306001242808,"score_spread":0.366433167971298,"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."}}