{"id":"W1527768098","doi":"10.17269/cjph.104.4029","title":"Chronic Perinatal Pain as a Risk Factor for Postpartum Depression Symptoms in Canadian Women","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Logistic regression; Depression (economics); Pregnancy; Postpartum depression; Headaches; Obstetrics; Odds; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00251264,0.0001927297,0.0004673186,0.000903201,0.000275213,0.00009193302,0.0002193275,0.0001428663,0.001689986],"category_scores_gemma":[0.0009223742,0.0001691371,0.00009375157,0.0002196959,0.00005991363,0.0003271243,0.000009043572,0.0005562531,0.00004579776],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007074402,"about_ca_system_score_gemma":0.03331483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7698862,"about_ca_topic_score_gemma":0.8399142,"domain_scores_codex":[0.9965412,0.0003443699,0.0007364006,0.0002066709,0.0002214079,0.001949975],"domain_scores_gemma":[0.9896771,0.0001332435,0.0003528873,0.0002182677,0.0002187291,0.009399812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004843937,0.00003157779,0.8208312,0.002215472,0.0000534787,0.0002196481,0.004862002,0.000002649986,0.000005888014,0.0001888894,0.0008513244,0.1706895],"study_design_scores_gemma":[0.002253998,0.003109058,0.8707409,0.00299067,0.000005861322,0.0006376369,0.0007624578,0.0002313293,0.00002253343,0.0002032388,0.1188208,0.0002215607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749843,0.003789163,0.00004673991,0.0190639,0.0006311271,0.001023255,0.0002284901,0.000008706354,0.0002243426],"genre_scores_gemma":[0.9945574,0.0001848213,0.0001124627,0.004118586,0.0003941023,0.00007958838,0.00001331126,0.00003519993,0.0005045402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704679,"threshold_uncertainty_score":0.9992226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080292805944952,"score_gpt":0.2894489131056506,"score_spread":0.2686459850462011,"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."}}