{"id":"W2920835406","doi":"10.1016/j.jad.2019.03.052","title":"Screening for perinatal anxiety disorders: Room to grow","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Janssen Canada; National Institute for Health and Care Research; Vancouver Foundation","keywords":"Anxiety; Edinburgh Postnatal Depression Scale; Generalized anxiety disorder; Psychiatry; Mood disorders; Mood; Population; Gold standard (test); Anxiety disorder; Medicine; Depression (economics); Clinical psychology; Psychology; Internal medicine","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":[0.0003195412,0.0001633208,0.000353068,0.0001661192,0.00007844721,0.00001788567,0.000113517,0.00006756145,0.00009191177],"category_scores_gemma":[0.0001111435,0.0001352123,0.0002443717,0.0001457036,0.00001977121,0.0002001584,0.00003539389,0.0002491294,0.00002087009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008122634,"about_ca_system_score_gemma":0.00006280688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005029797,"about_ca_topic_score_gemma":0.00006274836,"domain_scores_codex":[0.9988895,0.00004408845,0.000302968,0.0001795144,0.0002711844,0.0003127148],"domain_scores_gemma":[0.9991942,0.0001373114,0.0001947324,0.0001379675,0.0001040672,0.0002316985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008892669,0.0006211706,0.7985137,0.004421435,0.0003606105,0.00001315695,0.002071853,0.0003615063,0.001536083,0.0005485983,0.0009271022,0.1817321],"study_design_scores_gemma":[0.01151593,0.01337032,0.9101303,0.006247409,0.0001713673,0.0002914821,0.001748706,0.0003711649,0.004463446,0.001258414,0.04991713,0.0005143667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880279,0.0006602741,0.005799749,0.002100691,0.0008115273,0.001206907,0.00001577638,0.0000169877,0.00136013],"genre_scores_gemma":[0.9963413,0.000207141,0.002155518,0.0006052484,0.0001605339,0.00002434202,0.000003772905,0.00003122032,0.0004709438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812177,"threshold_uncertainty_score":0.5513797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972863947344132,"score_gpt":0.2976946136890525,"score_spread":0.2877217497417083,"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."}}