{"id":"W2998674922","doi":"10.1016/j.jad.2019.12.029","title":"Interventions for paternal perinatal depression: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"PsycINFO; CINAHL; Psychological intervention; Systematic review; MEDLINE; Medicine; Randomized controlled trial; Depression (economics); Mental health; Psychiatry; Population; Meta-analysis; Clinical psychology; Psychology","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":[0.004177468,0.001763205,0.009980201,0.00423845,0.0006385816,0.002298966,0.001936188,0.002564565,0.009029722],"category_scores_gemma":[0.01691076,0.001313997,0.007942389,0.00406169,0.0007355059,0.001826999,0.001663515,0.002477099,0.000369182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297477,"about_ca_system_score_gemma":0.006614895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412638,"about_ca_topic_score_gemma":0.04873576,"domain_scores_codex":[0.9973017,0.001011144,0.0008193313,0.0002820436,0.0004076601,0.0001780764],"domain_scores_gemma":[0.9931362,0.005227525,0.001051076,0.00009210945,0.0003347794,0.000158268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008563004,0.00006751827,0.0003814293,0.9359915,0.01748712,0.0001032255,0.0001586608,0.000134892,0.0001459467,0.0001437798,0.001073496,0.04345609],"study_design_scores_gemma":[0.004053097,0.0006916619,0.00411202,0.7245736,0.2530432,0.000322378,0.0004546454,0.0001675466,0.0001992917,0.0003370134,0.01198523,0.00006029648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170507,0.9979132,0.0001094337,0.0001121568,0.0001033983,0.0002660368,0.000144441,0.000009833496,0.0001710496],"genre_scores_gemma":[0.01822918,0.9801167,0.0006402478,0.0004477556,0.00004804548,0.0003102944,0.00007737566,0.000005124978,0.0001252749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01412638,"threshold_uncertainty_score":0.0302074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527091685120166,"score_gpt":0.4184707778552907,"score_spread":0.363199861004089,"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."}}