{"id":"W4256156783","doi":"10.1007/978-94-007-0753-5_103008","title":"Perinatal Depression","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Depression (economics); Psychology; Medicine; Economics","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":[0.0001410487,0.0003440342,0.0001813242,0.0003478944,0.0004877102,0.0006389971,0.0003706688,0.0005001487,0.03868066],"category_scores_gemma":[0.0005187431,0.0001479332,0.0001711064,0.0002852991,0.0002711109,0.0004606711,0.0007011613,0.001198318,0.008339745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005464499,"about_ca_system_score_gemma":0.0008717095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798414,"about_ca_topic_score_gemma":0.01027718,"domain_scores_codex":[0.9999315,0.00001875029,0.000003413546,0.000008281516,0.0000232592,0.00001483756],"domain_scores_gemma":[0.9999425,0.000019325,0.000004124233,0.000005932697,0.00001556814,0.00001241893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002201802,0.00006335172,0.0006305171,0.0002431071,0.000009096728,0.0007293811,0.0008799421,0.00009344402,0.0003628266,0.06782819,0.5224532,0.4066848],"study_design_scores_gemma":[0.00000593101,0.00001702369,0.001276081,0.0004051016,0.000006368316,0.00136848,0.0003367638,0.00002939519,0.0001255586,0.008008171,0.9884172,0.000003939779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002321512,0.05698834,0.00156582,0.01109224,0.002987094,0.00007981658,0.000282465,0.00007958361,0.9246031],"genre_scores_gemma":[0.01837409,0.06483354,0.001125514,0.006356541,0.0007629242,0.00009441475,0.0002913748,0.00003639603,0.9081252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03868066,"threshold_uncertainty_score":0.1293997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998684373437718,"score_gpt":0.2827531050571299,"score_spread":0.2627662613227527,"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."}}