{"id":"W4214673749","doi":"10.1186/s12884-022-04479-4","title":"Correlates of Canadian mothers’ anger during the postpartum period: a cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University of Victoria","funders":"School of Nursing, University of British Columbia; University of British Columbia","keywords":"Anger; Medicine; Edinburgh Postnatal Depression Scale; Cross-sectional study; Psychiatry; Childbirth; Postpartum period; Depression (economics); Clinical psychology; Mood; Psychology; Pregnancy; Depressive symptoms; Anxiety","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":[0.000638434,0.0001917574,0.0002484311,0.000695477,0.001329952,0.0005100617,0.0006072839,0.0002998358,0.001335237],"category_scores_gemma":[0.001884317,0.0003366011,0.0002913306,0.001728218,0.0002447601,0.0002637028,0.0005777723,0.0004377311,0.000269472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654244,"about_ca_system_score_gemma":0.003166345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8221359,"about_ca_topic_score_gemma":0.8518471,"domain_scores_codex":[0.999427,0.00007397927,0.00005571567,0.0000886446,0.000220345,0.0001344132],"domain_scores_gemma":[0.9989496,0.00007879434,0.0004004707,0.00004689364,0.0003390132,0.0001851841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001505236,0.000018711,0.9984388,0.000008797465,0.000008860099,0.00002390227,0.0003842042,0.000005985885,0.00006383483,0.000005663227,0.0002273386,0.0007989447],"study_design_scores_gemma":[0.000001219853,0.00001380685,0.9991462,0.000004653065,0.000003077055,0.00002144625,0.0006005866,0.00002732349,0.000009958256,0.000001552215,0.0001687583,0.000001427823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965664,0.000139314,0.00003507256,0.0001006879,0.000003288576,0.00003153255,0.002268756,0.000003114963,0.0008516871],"genre_scores_gemma":[0.9976648,0.0003822829,0.0001378107,0.0001023552,0.000004615737,0.00004973168,0.001195507,0.000001747261,0.0004611228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778641,"threshold_uncertainty_score":0.3578232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514420369966208,"score_gpt":0.2663837821382119,"score_spread":0.2412395784385498,"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."}}