{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493978,0.0001487377,0.0005101713,0.00009572135,0.00006951942,0.000001173357,0.00006782992,0.0002643669,0.0001956409],"category_scores_gemma":[0.001031547,0.000091626,0.00007527107,0.00009998478,0.0004179657,0.00005358194,0.00008435793,0.0001620804,0.000004616701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106012,"about_ca_system_score_gemma":0.00005457938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005703948,"about_ca_topic_score_gemma":0.00000517385,"domain_scores_codex":[0.9985204,0.0001903119,0.0005017443,0.0003104523,0.0001421113,0.0003349203],"domain_scores_gemma":[0.9982889,0.0009737954,0.0001636125,0.000143304,0.00003200206,0.0003983766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002123028,0.00003395221,0.9566314,0.001793041,0.00003141928,0.00001585591,0.00006895916,9.084421e-9,0.00001811,0.001646514,0.0001320753,0.03941641],"study_design_scores_gemma":[0.001784239,0.0007244704,0.986794,0.001850765,0.00005492623,0.0004692258,0.00001256255,0.00001245941,0.00007039106,0.001640026,0.006457123,0.0001298389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605073,0.03234623,0.0001478375,0.005701292,0.0004734926,0.0002472246,0.00004931034,0.00003655488,0.0004907803],"genre_scores_gemma":[0.9320666,0.0666015,0.0003104589,0.0004945073,0.0002921907,0.00002753035,0.000003747961,0.00001119678,0.0001923114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03928657,"threshold_uncertainty_score":0.37364,"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."}}