{"id":"W4250682685","doi":"10.1002/da.22856","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Depression and Anxiety","topic":"Medical Research and Treatments","field":"Medicine","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; 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":[0.00009481268,0.0001500242,0.0002479122,0.00008192602,0.00008673444,0.00003680649,0.00005182032,0.00029374,0.01786701],"category_scores_gemma":[0.0001437867,0.00009355746,0.00005750491,0.00006874699,0.00008187772,0.0001056158,0.00008565283,0.0002907446,0.02384987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002216082,"about_ca_system_score_gemma":0.0001147182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021942,"about_ca_topic_score_gemma":4.970324e-7,"domain_scores_codex":[0.9990131,0.00002220075,0.0001726802,0.0001754477,0.0004053348,0.0002112503],"domain_scores_gemma":[0.9991829,0.00001941792,0.00006174592,0.0002140078,0.00009236966,0.0004295319],"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":[0.00009264968,0.00003391672,0.0006427714,0.0002170405,0.0000340653,0.000003502416,0.00005105145,1.13637e-8,0.00002842402,0.000002032313,0.8329856,0.165909],"study_design_scores_gemma":[0.00110957,0.0001327128,0.001724946,0.0004588044,0.00003241655,0.00003348966,0.00001988434,0.00005645948,0.0006931328,0.000008760768,0.9956474,0.0000824715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006923861,0.00495303,0.0003593866,0.0009672429,0.001687862,0.0007397943,0.0001530313,0.00004978924,0.984166],"genre_scores_gemma":[0.0444692,0.04229352,0.00064578,0.004245163,0.002057045,0.0000893221,0.004290958,0.00003531933,0.9018737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1658265,"threshold_uncertainty_score":0.9830308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512639815900621,"score_gpt":0.3394633627887838,"score_spread":0.3243369646297776,"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."}}