{"id":"W4240064502","doi":"10.1002/da.22567","title":"Depression and Anxiety Issue Information","year":2017,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"School of Medicine, Stanford University; McMaster University; University of Louisville; University of South Florida; University of Washington; Brown University; University of Cincinnati; University of California, San Diego; Massachusetts General Hospital","keywords":"Anxiety; Depression (economics); Citation; Psychology; Psychiatry; Clinical psychology; World Wide Web; Computer 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000417845,0.0004643054,0.0003996141,0.0002629108,0.001539782,0.0005544568,0.0004519985,0.0004463901,0.0009342811],"category_scores_gemma":[0.0004245263,0.0003686108,0.0001048823,0.0001925665,0.0003243969,0.001753723,0.0005498433,0.0004131367,0.0003472746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000265072,"about_ca_system_score_gemma":0.00002672506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002273566,"about_ca_topic_score_gemma":0.000009968124,"domain_scores_codex":[0.9976056,0.0001213642,0.0004593787,0.0008547513,0.0004109893,0.0005479272],"domain_scores_gemma":[0.997657,0.00009782351,0.0005529551,0.001047863,0.0002377626,0.0004065656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00014347,0.0001045492,0.4192167,0.00004077292,0.00003971274,0.000002422837,0.0009669583,3.04626e-7,0.0002269256,0.00009403608,0.01552282,0.5636414],"study_design_scores_gemma":[0.001843468,0.00004543173,0.4834562,0.0001041674,0.00005087579,0.00006332357,0.000596225,0.00007756464,0.001223351,0.0003786895,0.5118317,0.0003290551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786892,0.02094966,0.004283028,0.001190188,0.00498203,0.001386826,0.0002168507,0.0005646119,0.1795348],"genre_scores_gemma":[0.9448356,0.05069177,0.0006930603,0.000738874,0.0004544928,0.0001357487,0.00007536561,0.00004209816,0.002332989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5633123,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976736745584897,"score_gpt":0.3266479079565796,"score_spread":0.3068805405007306,"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."}}