{"id":"W1876759074","doi":"10.1111/j.1440-1800.2011.00560.x","title":"The complexity of postpartum mental health and illness: a critical realist study","year":2011,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Mental illness; Psychology; MEDLINE; Medicine; Psychiatry; Political science","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":[0.01811172,0.0003560547,0.0006295441,0.002362513,0.004178929,0.004659542,0.001273624,0.001469624,0.001265569],"category_scores_gemma":[0.02411076,0.0003786494,0.0004840492,0.00149478,0.01613171,0.006603559,0.006057786,0.004137051,0.00008138883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006470726,"about_ca_system_score_gemma":0.005316331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151332,"about_ca_topic_score_gemma":0.007750449,"domain_scores_codex":[0.986614,0.01169683,0.0001886484,0.0003098057,0.0005285637,0.0006621435],"domain_scores_gemma":[0.9694875,0.02628495,0.00148446,0.0006135057,0.0009079938,0.001221605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001491643,0.000463109,0.02532797,0.0008010468,0.0000465926,0.001575893,0.8882105,0.0001396274,0.0002114731,0.04636325,0.003195534,0.03351583],"study_design_scores_gemma":[0.00006232342,0.000493563,0.02982226,0.001201961,0.00005256574,0.001474584,0.9144813,0.0007147315,0.0001793129,0.03033965,0.02113225,0.00004549038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999168,0.01624885,0.003892617,0.0636034,0.0003187956,0.0004707004,0.00005824179,0.000006940385,0.01548365],"genre_scores_gemma":[0.9907895,0.004600356,0.001371861,0.00234642,0.0001705536,0.0002016816,0.00001093777,0.000005019005,0.0005034799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811172,"threshold_uncertainty_score":0.09578508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508772050115655,"score_gpt":0.3966914987138904,"score_spread":0.2458142937023249,"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."}}