{"id":"W2402803856","doi":"10.1111/ppe.12300","title":"Demographic, Medical, and Psychosocial Predictors of Pregnancy Anxiety","year":2016,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pregnancy; Anxiety; Psychosocial; Medicine; Cohort; Cohort study; Obstetrics; Clinical psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003429793,0.0002099886,0.0001305223,0.0006596055,0.0006879282,0.0005324396,0.000396617,0.0002593258,0.001356781],"category_scores_gemma":[0.00180147,0.0001729247,0.0002414005,0.0009396824,0.0004362687,0.0001226812,0.000350245,0.0005208426,0.00008000968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201941,"about_ca_system_score_gemma":0.003050058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5561579,"about_ca_topic_score_gemma":0.5858794,"domain_scores_codex":[0.9996672,0.00004583479,0.00002176088,0.00004080648,0.0001084037,0.0001159719],"domain_scores_gemma":[0.9991595,0.00009252741,0.0003310502,0.00002617004,0.0001254685,0.0002654356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001433776,0.00001222017,0.9990761,0.000005447795,0.00001379174,0.00002996968,0.00006199246,0.00001968939,0.00004802954,0.00001137193,0.00006735176,0.000639576],"study_design_scores_gemma":[6.813285e-7,0.000008325641,0.9997868,0.000003698337,0.000004371817,0.00003924577,0.00007983653,0.00003140255,0.0000062678,0.000003387338,0.00003501477,9.740156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.0003582578,0.00005067356,0.0001219276,0.000003574415,0.00002137447,0.0008006658,0.000003940802,0.0007431328],"genre_scores_gemma":[0.9994063,0.0001731231,0.00005862517,0.00001235173,0.000003496596,0.000007638835,0.0002594666,7.092225e-7,0.00007832827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561579,"threshold_uncertainty_score":0.892912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056589461014964,"score_gpt":0.3119394801773084,"score_spread":0.2913735855671588,"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."}}