{"id":"W4239213276","doi":"10.1002/da.22561","title":"Depression and Anxiety Issue Information","year":2017,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"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; Psychiatry; Computer science; Library science","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":[0.0001880091,0.0002488611,0.0002998793,0.00008051645,0.0007859031,0.0002251,0.0001302915,0.0002402951,0.0001453494],"category_scores_gemma":[0.0001638191,0.0001744202,0.00006963041,0.00003606119,0.000134229,0.001072414,0.0003566713,0.0002421819,0.00006055489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002154687,"about_ca_system_score_gemma":0.00002479128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007790662,"about_ca_topic_score_gemma":0.000003929519,"domain_scores_codex":[0.9987186,0.00003170647,0.0002642519,0.0003798743,0.0003442592,0.0002613733],"domain_scores_gemma":[0.9985982,0.00002311906,0.000227823,0.0007470972,0.00007350092,0.0003302504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00019111,0.00006223432,0.538007,0.000087268,0.00001793797,0.000005598255,0.0002224786,4.940361e-7,0.006972421,0.00001818343,0.00552479,0.4488905],"study_design_scores_gemma":[0.003089712,0.00006229912,0.7293547,0.0003597531,0.00007722243,0.0001675013,0.00008557458,0.0006489407,0.01635746,0.00006241961,0.2495524,0.0001820805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748627,0.001853887,0.0001947757,0.001479875,0.0003394366,0.0005454519,0.00002001506,0.0001764798,0.02052738],"genre_scores_gemma":[0.9916743,0.004935982,0.001360732,0.0005490197,0.000168855,0.00002939367,0.0000612666,0.00001977032,0.001200676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487084,"threshold_uncertainty_score":0.711265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998291910114774,"score_gpt":0.2751949565488996,"score_spread":0.2652120374477518,"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."}}