{"id":"W4246254984","doi":"10.1002/da.22718","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Depression and Anxiety","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; University of California, Los Angeles; McMaster University; School of Medicine, Stanford University; University of Cape Town; Rush University; University of South Florida; University of Oxford; School of Medicine, Emory University; University of Regina; University of Pittsburgh; University of Cincinnati; University of Louisville; University of Washington; Johns Hopkins University; McLean Hospital; Dartmouth College; 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":"Citation; Depression (economics); Psychology; Information retrieval; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001344171,0.0001811449,0.0003807934,0.00009999856,0.0001208927,0.00003185754,0.00004195795,0.000444249,0.003124062],"category_scores_gemma":[0.00003167871,0.0001229882,0.0001781534,0.00007888308,0.00005153355,0.0001093097,0.00005882668,0.0003282318,0.008376284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418281,"about_ca_system_score_gemma":0.0001174378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007936383,"about_ca_topic_score_gemma":0.000001040583,"domain_scores_codex":[0.9990797,0.00002708333,0.0002360379,0.0001951546,0.0002645369,0.0001975082],"domain_scores_gemma":[0.9992129,0.00000866304,0.00009564196,0.0003088546,0.00009978234,0.0002741903],"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":[0.00006237797,0.000009880402,0.0007916801,0.0004833895,0.00003820787,9.160427e-7,0.0001492829,2.893561e-7,0.00001790925,6.855889e-7,0.8568186,0.1416268],"study_design_scores_gemma":[0.0007533613,0.00004204251,0.005983929,0.0003392436,0.00007757403,0.00008007475,0.00005049419,0.00003448761,0.0003769766,0.000001259503,0.992125,0.0001355404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03819218,0.04382839,0.001083909,0.0012422,0.01593034,0.00211388,0.0003839615,0.0002118244,0.8970133],"genre_scores_gemma":[0.08294979,0.3000469,0.001255985,0.01521209,0.01287906,0.0001248148,0.008811116,0.000145019,0.5785752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3184381,"threshold_uncertainty_score":0.9977872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007885949876814699,"score_gpt":0.2821253011688536,"score_spread":0.2742393512920389,"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."}}