{"id":"W4244963091","doi":"10.1002/da.22562","title":"Depression and Anxiety Issue Information","year":2017,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Institute of Mental Health; University of California, Los Angeles; McMaster University; School of Medicine, Stanford University; University of Cape Town; School of Medicine, Emory University; University of Regina; Universiteit van Amsterdam; Rush University; Vrije Universiteit Amsterdam; University of South Florida; University of Oxford; University of Pittsburgh; University of Cincinnati; University of Louisville; University of Washington; Johns Hopkins University; McLean Hospital; University of Miami; Massachusetts General Hospital; Case Western Reserve University; Emory University; Brown University; Virginia Commonwealth University; University of California, San Diego; Yale University; New York State Psychiatric Institute","keywords":"Anxiety; Depression (economics); Citation; Psychology; Information retrieval; Computer science; Psychiatry; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156591,0.0001519075,0.0002089108,0.00005409305,0.0005953963,0.0001735738,0.00007485476,0.0001604443,0.0001973666],"category_scores_gemma":[0.0001892979,0.0001164984,0.00005190449,0.00003198711,0.0000957927,0.001035159,0.0002021385,0.0002201742,0.00006169084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011988,"about_ca_system_score_gemma":0.00001854779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005515803,"about_ca_topic_score_gemma":0.000004253283,"domain_scores_codex":[0.9991414,0.00002337555,0.0001861712,0.0002463442,0.0002296656,0.0001730465],"domain_scores_gemma":[0.9990973,0.00001625902,0.0001669537,0.0004627157,0.00007737207,0.0001793859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008386552,0.00004759027,0.6576748,0.00007458367,0.00001189951,0.000001710505,0.0002378089,9.768659e-7,0.004649666,0.00002160554,0.002288739,0.3349067],"study_design_scores_gemma":[0.001679025,0.00002348211,0.7578836,0.0001404206,0.00004310482,0.0001230882,0.0004099243,0.001424232,0.00130528,0.00002714244,0.2367982,0.0001424766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855251,0.0006258825,0.000470409,0.001397475,0.0001713465,0.000276454,0.00000938633,0.00007688984,0.01144702],"genre_scores_gemma":[0.995225,0.002503666,0.0004602055,0.000646196,0.00008938931,0.00001437363,0.0000342597,0.00001226298,0.001014696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347642,"threshold_uncertainty_score":0.4750669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746884620856903,"score_gpt":0.3083436669342159,"score_spread":0.2908748207256469,"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."}}