{"id":"W3095938666","doi":"10.1002/ijgo.13445","title":"The role of gestational weight gain disorders in symptoms of maternal postpartum depression","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anhedonia; Medicine; Anxiety; Weight gain; Depression (economics); Pregnancy; Edinburgh Postnatal Depression Scale; Psychosocial; Prospective cohort study; Risk factor; Gestation; Obstetrics; Psychiatry; Internal medicine; Depressive symptoms; Schizophrenia (object-oriented programming); Body weight","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":[0.0007310835,0.0002084635,0.0001732641,0.0004939429,0.0001675693,0.0003815503,0.0003358835,0.000339439,0.0009348936],"category_scores_gemma":[0.00456839,0.0001667661,0.0002639787,0.0007009495,0.0002273395,0.0002907643,0.0003537212,0.0004796796,0.00009538498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365538,"about_ca_system_score_gemma":0.0002931542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822088,"about_ca_topic_score_gemma":0.00421518,"domain_scores_codex":[0.9996554,0.0001473172,0.00003725513,0.00004136252,0.00006294221,0.00005571034],"domain_scores_gemma":[0.9981906,0.0005000953,0.001010685,0.00006254354,0.00007004591,0.0001659667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016415,0.00002401327,0.9980515,0.000009214981,0.00002232542,0.0000598468,0.0000393823,0.00001266377,0.00007645009,0.000008269311,0.00001901816,0.001575583],"study_design_scores_gemma":[0.000001584304,0.00004263986,0.9997162,0.000005808311,0.000009645853,0.0001049373,0.00004160519,0.00003685481,0.00001085796,0.000005911984,0.0000233292,6.301276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986093,0.0007747439,0.00003749161,0.00009438695,0.000005238263,0.000004276464,0.000113736,0.000001157928,0.0003595787],"genre_scores_gemma":[0.9995185,0.0002737695,0.00006404382,0.0000117257,0.000006640772,0.000003138141,0.00006182603,5.191033e-7,0.00005980367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822088,"threshold_uncertainty_score":0.007599711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008473379026666398,"score_gpt":0.27368631971376,"score_spread":0.2652129406870936,"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."}}