{"id":"W2518707891","doi":"10.1111/acps.12648","title":"Identifying women at risk for postpartum anxiety: a prospective population‐based study","year":2016,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; York University; The Scarborough Hospital; Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Medicine; Childbirth; Pregnancy; Logistic regression; Population; Stressor; Psychiatry; Psychological intervention; Social support; Obstetrics; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009682199,0.0004543735,0.000311333,0.0005800748,0.0008235999,0.0008012532,0.0004540801,0.0007884537,0.001137291],"category_scores_gemma":[0.00230207,0.0007815094,0.0004663804,0.000862397,0.0003527057,0.0006396847,0.0004664008,0.001086876,0.0003757786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497057,"about_ca_system_score_gemma":0.0006603461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0234503,"about_ca_topic_score_gemma":0.02074249,"domain_scores_codex":[0.9996434,0.0001143449,0.00002168165,0.00008037462,0.00007513318,0.00006510667],"domain_scores_gemma":[0.999416,0.000129206,0.0001434319,0.00007447064,0.0001059315,0.0001310316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005563573,0.00008827487,0.9989052,0.000003439883,0.00002510276,0.00004799495,0.000113518,0.00001747622,0.00008844314,0.000004363308,0.00005105675,0.0005994379],"study_design_scores_gemma":[0.00002437566,0.0002724817,0.9984963,0.000007939093,0.00003496107,0.0002158132,0.000537415,0.0002640268,0.00001802287,0.00001574691,0.0001078457,0.000005016898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995012,0.00006424679,0.0001064776,0.00003381786,0.000003265298,0.00001960487,0.000142262,0.000002687637,0.0001263834],"genre_scores_gemma":[0.9992647,0.0001111311,0.0001951545,0.00003519614,0.000006308665,0.00002968816,0.0002118457,0.000001435395,0.0001445317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0234503,"threshold_uncertainty_score":0.04662764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718753776584043,"score_gpt":0.3130022875100435,"score_spread":0.2958147497442031,"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."}}