{"id":"W7133082069","doi":"","title":"New perspectives for understanding depression during pregnancy. Prevalence and women's experiences of this disorder","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mood; Observational study; Pregnancy; Mental health; Grounded theory; Postpartum depression; Beck Depression Inventory; Postpartum period","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02717037,0.00162431,0.003092144,0.007190108,0.001024343,0.006468324,0.002330705,0.004131837,0.003792081],"category_scores_gemma":[0.0335941,0.0007249381,0.002888115,0.005708949,0.006572725,0.01460934,0.002690354,0.005297411,0.0003130208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00433505,"about_ca_system_score_gemma":0.006113705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007521444,"about_ca_topic_score_gemma":0.01583912,"domain_scores_codex":[0.9850386,0.01215769,0.001107772,0.0006152053,0.0008519413,0.0002287467],"domain_scores_gemma":[0.9311664,0.06287516,0.003169355,0.0007249492,0.001503609,0.0005604961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005595204,0.0002530195,0.01283827,0.1131131,0.006214937,0.001612552,0.05263324,0.002033572,0.001040678,0.3300821,0.06280533,0.4168137],"study_design_scores_gemma":[0.0002918926,0.0007226923,0.01679586,0.08955152,0.003362439,0.002181957,0.03933657,0.001765544,0.0002876552,0.4968359,0.3486716,0.0001963238],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001456433,0.9116917,0.002539868,0.08065744,0.001653432,0.0000312631,0.0001434555,0.00001247308,0.001813749],"genre_scores_gemma":[0.05914748,0.8986895,0.007402643,0.0283708,0.005206357,0.0003536161,0.0001607141,0.00001392798,0.0006548938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02717037,"threshold_uncertainty_score":0.1436924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524073344999607,"score_gpt":0.4043886550796734,"score_spread":0.3591479216296773,"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."}}