{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006191717,0.0004620386,0.0007739696,0.002536342,0.0005695291,0.00144788,0.0007116938,0.002422042,0.4685996],"category_scores_gemma":[0.009270058,0.0003246728,0.0004575649,0.001369721,0.0001291062,0.0009152287,0.0007945554,0.001275695,0.1603545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414381,"about_ca_system_score_gemma":0.001087408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768897,"about_ca_topic_score_gemma":0.004810195,"domain_scores_codex":[0.999455,0.00009264769,0.00007961679,0.00003861423,0.0002439417,0.00009028288],"domain_scores_gemma":[0.9942765,0.001483668,0.0004515582,0.0002825552,0.002594707,0.0009111093],"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":[0.00008968355,0.00007620314,0.0008739325,0.0001698609,0.000004210772,0.0001174665,0.000008386307,0.00001943351,0.00006389748,0.0002418218,0.9555693,0.04276579],"study_design_scores_gemma":[0.0001432883,0.0001089397,0.01619376,0.0005364278,0.0000221137,0.0006403226,0.00005511331,0.0001254503,0.0002201912,0.001146448,0.9807898,0.00001817744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005985415,0.01276236,0.001385053,0.09478639,0.0633487,0.001433442,0.1088668,0.001393329,0.7100384],"genre_scores_gemma":[0.0249945,0.01104776,0.001772581,0.02486685,0.0500072,0.0006218713,0.07475325,0.0003595643,0.8115765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5314004,"threshold_uncertainty_score":0.7579782,"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."}}