{"id":"W4281685719","doi":"10.1080/09638237.2022.2069724","title":"Mental health promotion and protection relating to key life events and transitions in adulthood: a rapid systematic review of systematic reviews","year":2022,"lang":"en","type":"review","venue":"Journal of Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mental Health Foundation","keywords":"Psychological intervention; Mental health; Systematic review; Grief; Psychology; Quality of life (healthcare); MEDLINE; Medicine; Psychiatry; Psychotherapist; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008440513,0.0004025062,0.006285628,0.0005562733,0.0002458745,0.00001104627,0.0001251834,0.00009982129,0.00004078272],"category_scores_gemma":[0.0004512614,0.0002938982,0.0003890077,0.0004601709,0.00002037079,0.0001454771,0.00005893445,0.0008529326,0.0000037339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448985,"about_ca_system_score_gemma":0.0008115877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004984418,"about_ca_topic_score_gemma":0.00001029859,"domain_scores_codex":[0.9886433,0.003877879,0.006039431,0.0003091137,0.0007617542,0.0003685213],"domain_scores_gemma":[0.992981,0.0001029823,0.005914142,0.0002653059,0.00005104364,0.0006854931],"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":[0.00006688103,0.0003290259,0.000006416758,0.9835122,0.00008193788,0.000006425881,0.002033304,3.328593e-8,2.138785e-7,0.000007386475,0.00005416792,0.01390196],"study_design_scores_gemma":[0.0008026633,0.004167779,0.00001825174,0.985971,0.0004925291,0.004146204,0.0003307097,0.000005550723,1.984765e-7,0.000003603317,0.003911832,0.0001496987],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001219566,0.9656333,0.00001485463,0.004406911,0.0004053936,0.0293076,0.00009104035,0.00000886444,0.00001011957],"genre_scores_gemma":[0.00015178,0.9972262,0.0004192585,0.001124532,0.00005817315,0.0008815013,0.00005172444,0.00004306597,0.0000437482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03159295,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089443898664715,"score_gpt":0.3975931202449517,"score_spread":0.2886487303784802,"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."}}