{"id":"W4250041594","doi":"10.1002/da.22409","title":"Depression and Anxiety Issue Information","year":2016,"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":true,"ca_institutions":"","funders":"National Institute of Mental Health; Rush University; Johns Hopkins University; School of Medicine, Emory University; Virginia Commonwealth University; McLean Hospital; University of Miami; Emory University; University of California, San Diego; Massachusetts General Hospital","keywords":"Anxiety; Depression (economics); Citation; Psychology; Psychiatry; Information retrieval; Computer science; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007104581,0.0007788572,0.0009730101,0.00249889,0.0007071569,0.001792343,0.001024973,0.002630265,0.652098],"category_scores_gemma":[0.005305291,0.0003551086,0.0007401539,0.001553285,0.0001671952,0.0009728419,0.00114717,0.001343082,0.3646665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136619,"about_ca_system_score_gemma":0.001663116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181559,"about_ca_topic_score_gemma":0.01509318,"domain_scores_codex":[0.9995195,0.00006780257,0.00004152217,0.00004021528,0.0002400193,0.00009113172],"domain_scores_gemma":[0.9961089,0.000825991,0.0002594173,0.0001460767,0.001342405,0.001317109],"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":[0.00005185777,0.0000714467,0.0003470391,0.0001009495,0.000002760958,0.00002403842,0.000002964144,0.00001167898,0.00002684092,0.0001245426,0.9397657,0.0594702],"study_design_scores_gemma":[0.0001551335,0.0001072218,0.0116654,0.0005239685,0.00002163442,0.0002054056,0.00003904366,0.00008130159,0.00007627017,0.0006553909,0.9864543,0.00001495426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00169989,0.02171939,0.000373098,0.03614938,0.02462741,0.0007178865,0.03057704,0.0007289958,0.8834069],"genre_scores_gemma":[0.005150377,0.01107077,0.0003833629,0.009819444,0.01434782,0.0002664117,0.01915108,0.00009741994,0.9397133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.652098,"threshold_uncertainty_score":0.49624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376410837828026,"score_gpt":0.2963024315100017,"score_spread":0.2825383231317215,"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."}}