{"id":"W2066063554","doi":"10.4088/jcp.v65n0914","title":"Treatment of Postpartum Depression, Part 1","year":2004,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"PsycINFO; CINAHL; MEDLINE; Postpartum depression; Psychological intervention; Medicine; Randomized controlled trial; Cochrane Library; Psychiatry; Systematic review; Postpartum period; Psychology; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001395239,0.0007532,0.00124919,0.00155701,0.0003552694,0.001488113,0.000871965,0.001770309,0.007759766],"category_scores_gemma":[0.005412793,0.0003082528,0.0009709326,0.001410152,0.0005816388,0.0006836627,0.0006431303,0.0009588951,0.000895105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009701623,"about_ca_system_score_gemma":0.001791193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652087,"about_ca_topic_score_gemma":0.00247317,"domain_scores_codex":[0.9990103,0.000444768,0.0002128027,0.00008033705,0.000201046,0.00005073544],"domain_scores_gemma":[0.9988495,0.000602551,0.0003652876,0.00003086698,0.0001117971,0.00003996741],"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":[0.0002575877,0.0002927606,0.0005258178,0.1366751,0.0004176992,0.0002552263,0.0002448367,0.000175316,0.001062772,0.001146622,0.01837061,0.8405756],"study_design_scores_gemma":[0.002085686,0.003748406,0.04241866,0.4383496,0.004796374,0.008891709,0.0008188068,0.0005829146,0.002307826,0.006804802,0.489115,0.00008014598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009621988,0.9942446,0.0002400458,0.001292199,0.0006794139,0.0001984977,0.00007398511,0.00001053455,0.002298527],"genre_scores_gemma":[0.009681595,0.9854709,0.00113168,0.001569363,0.000700234,0.0004140881,0.00008890734,0.000003891769,0.000939295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007759766,"threshold_uncertainty_score":0.02595907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306807383439719,"score_gpt":0.4788785992521902,"score_spread":0.3481978609082184,"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."}}