{"id":"W2067773684","doi":"10.1007/s00737-006-0160-x","title":"Seasonality of symptoms in women with postpartum depression","year":2006,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Seasonality; Logistic regression; Depression (economics); Postpartum depression; Mood; Incidence (geometry); Medicine; Demography; Psychology; Psychiatry; Pregnancy; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002592032,0.0001453462,0.0002955209,0.0007602282,0.0004082778,0.0004684075,0.0002082398,0.0003771783,0.001312593],"category_scores_gemma":[0.002486562,0.0001794075,0.000203235,0.0009197955,0.0002882154,0.0003838015,0.000384333,0.0004304668,0.0001578391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311722,"about_ca_system_score_gemma":0.0002166459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201375,"about_ca_topic_score_gemma":0.011017,"domain_scores_codex":[0.9998491,0.00003818487,0.00002004593,0.000028453,0.0000209374,0.00004326145],"domain_scores_gemma":[0.9987422,0.0002710205,0.0005278283,0.00005863093,0.0001011454,0.0002991947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008353294,0.00005785876,0.9924562,0.00002331929,0.00004070259,0.0002644811,0.0005104898,0.00004389556,0.001642486,0.00004265187,0.0002072379,0.003875351],"study_design_scores_gemma":[0.000002539596,0.00004551282,0.9993986,0.000002162178,0.000005099311,0.0001475835,0.000252246,0.00003195177,0.00002189624,0.00001416339,0.00007659775,0.000001654922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985108,0.0002974933,0.00004843493,0.0001064375,0.00001894268,0.00000761603,0.0002171674,0.000004063661,0.0007890316],"genre_scores_gemma":[0.9995539,0.0001100568,0.00002759528,0.00002158782,0.00001902592,0.000004137684,0.0001279413,0.00000168185,0.0001340263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005201375,"threshold_uncertainty_score":0.01034218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007220718277321059,"score_gpt":0.2729209336849684,"score_spread":0.2657002154076473,"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."}}