{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06764934,0.002723367,0.008176564,0.007401514,0.002710165,0.008170657,0.008786768,0.02229867,0.0290397],"category_scores_gemma":[0.1443874,0.001619431,0.003853516,0.003444989,0.007364421,0.0248318,0.007131817,0.02617032,0.00459196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006114926,"about_ca_system_score_gemma":0.01848996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02860792,"about_ca_topic_score_gemma":0.02883062,"domain_scores_codex":[0.9836722,0.005750052,0.002738222,0.001753422,0.004225781,0.001860357],"domain_scores_gemma":[0.6139453,0.266368,0.006768066,0.007316286,0.07448161,0.03112075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001274429,0.001009634,0.01855321,0.006435398,0.0005807214,0.0008978741,0.0009171867,0.002129001,0.00165883,0.01129937,0.3866795,0.568565],"study_design_scores_gemma":[0.002419879,0.003776451,0.1347422,0.06651624,0.003311148,0.004198307,0.01836949,0.02218554,0.001012881,0.0846671,0.6574771,0.001323711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003903131,0.1561865,0.007044484,0.809136,0.01653814,0.0002530258,0.0008484439,0.0004430811,0.005647128],"genre_scores_gemma":[0.1231767,0.3673772,0.06838337,0.3159614,0.1104216,0.001464594,0.003759858,0.000415498,0.009039886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06764934,"threshold_uncertainty_score":0.3577682,"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."}}