{"id":"W2314188620","doi":"10.1155/2016/4765310","title":"Breastfeeding and Postpartum Depression: An Overview and Methodological Recommendations for Future Research","year":2016,"lang":"en","type":"review","venue":"Depression Research and Treatment","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Canadian Institutes of Health Research","keywords":"Breastfeeding; Postpartum depression; Operationalization; PsycINFO; Medicine; Depression (economics); Postpartum period; Breast feeding; Clinical psychology; MEDLINE; Pediatrics; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002825374,0.0004212756,0.001319612,0.0004691303,0.001053052,0.0001330655,0.0001338399,0.0004767569,0.0001301196],"category_scores_gemma":[0.0002028191,0.0002199609,0.0001261339,0.0002088781,0.0002881176,0.0001498505,0.0003908241,0.0006854389,0.00001153195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932698,"about_ca_system_score_gemma":0.0002158463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007046195,"about_ca_topic_score_gemma":0.00001332164,"domain_scores_codex":[0.9951406,0.001824256,0.0005247784,0.001073687,0.0005592454,0.0008774289],"domain_scores_gemma":[0.9950714,0.002969982,0.000126372,0.0005112196,0.0002451063,0.001075934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005890826,0.0002884506,0.0007352006,0.02421794,0.0001045201,0.0000719631,0.000107486,6.591152e-10,0.000002023325,0.0004308946,0.0004066908,0.9730458],"study_design_scores_gemma":[0.001555745,0.002686445,0.001857005,0.09747927,0.000164168,0.0007745232,0.00009120873,0.000002799936,0.00004347505,0.0009342331,0.8941978,0.000213362],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006263896,0.9917703,0.00000593088,0.003422661,0.0001818023,0.003415656,0.0002940543,0.00004011314,0.0002430584],"genre_scores_gemma":[0.0003073961,0.9933125,0.001710831,0.00004000292,0.0006737923,0.00194757,0.0002441134,0.00005431925,0.00170949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9728324,"threshold_uncertainty_score":0.8969746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6067449076260636,"score_gpt":0.5996976434670521,"score_spread":0.007047264159011468,"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."}}