{"id":"W4220943772","doi":"10.3390/ijerph19063171","title":"Affective Instability, Depression, and Anxiety Symptoms in a Community Sample of Pregnant and Postpartum Women: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Depression (economics); Psychology; Clinical psychology; Postpartum depression; Mental health; Cross-sectional study; Logistic regression; Psychiatry; Medicine; Pregnancy; Internal medicine","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":[0.0006287729,0.0002543282,0.0003389386,0.000637966,0.001091921,0.0006072784,0.0003907284,0.0004207127,0.0009012166],"category_scores_gemma":[0.001877017,0.0004867022,0.0002133193,0.001085417,0.000389612,0.0003241718,0.0004279879,0.0005559119,0.0001706541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197649,"about_ca_system_score_gemma":0.0008817544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134471,"about_ca_topic_score_gemma":0.1783699,"domain_scores_codex":[0.9996327,0.00008978646,0.00003420771,0.0000586176,0.000106377,0.00007829836],"domain_scores_gemma":[0.9994022,0.00009534905,0.0001654423,0.00003991484,0.0001129681,0.0001841175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002954619,0.00006961958,0.9986537,0.000007473098,0.00002014551,0.0000659045,0.0004527645,0.000004288595,0.00009359604,0.000004664136,0.00004256734,0.0005556801],"study_design_scores_gemma":[0.000004248361,0.0000682408,0.9986938,0.000005488835,0.00001071255,0.0001061873,0.001015337,0.00002416765,0.000011962,0.000004225652,0.000053949,0.000001795743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996178,0.00006495214,0.00001954044,0.00001481955,0.000001595471,0.00001859886,0.0001118452,7.585184e-7,0.000150018],"genre_scores_gemma":[0.9994356,0.000146374,0.00007600136,0.00003851881,0.00000288354,0.00002654762,0.0001871466,6.428301e-7,0.0000862896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134471,"threshold_uncertainty_score":0.2673766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167300405709905,"score_gpt":0.3932263589736447,"score_spread":0.3415533549165456,"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."}}