{"id":"W2473971388","doi":"10.1007/s10597-016-0037-z","title":"Scoping Review of Interventions Supporting Mothers with Mental Illness: Key Outcomes and Challenges","year":2016,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychological intervention; Mental illness; Mental health; Distress; Medicine; Mental distress; Psychiatry; Psychology; Clinical 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":[0.070937,0.002861837,0.01232107,0.01487943,0.002825011,0.01118024,0.004787263,0.006798835,0.005753265],"category_scores_gemma":[0.2505258,0.002388971,0.01088159,0.01733415,0.002846873,0.006709502,0.006633633,0.005098466,0.0007526467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01328062,"about_ca_system_score_gemma":0.06197587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02726309,"about_ca_topic_score_gemma":0.07541937,"domain_scores_codex":[0.9376808,0.02370995,0.02663349,0.002584016,0.007833308,0.00155846],"domain_scores_gemma":[0.8109633,0.141331,0.02190901,0.002839027,0.0210734,0.001884383],"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":[0.0003484804,0.00007248117,0.000893151,0.8810673,0.01016826,0.0001007321,0.00112563,0.000136828,0.0001632516,0.0007681774,0.003788015,0.1013677],"study_design_scores_gemma":[0.00009941772,0.00008957947,0.0009651958,0.9723891,0.01443505,0.00005727452,0.0005009703,0.00004568435,0.00008544936,0.0003744432,0.0109433,0.00001466176],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007513987,0.9941847,0.0002402841,0.00247086,0.0005768032,0.0007590395,0.0002544028,0.00001191606,0.0007505515],"genre_scores_gemma":[0.01289703,0.9809297,0.001590971,0.002133132,0.0003084285,0.001665318,0.0002916174,0.00001475901,0.0001690486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.070937,"threshold_uncertainty_score":0.3751552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223021971647267,"score_gpt":0.4239995794636914,"score_spread":0.3016973822989648,"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."}}