{"id":"W2903769857","doi":"10.1007/s10488-018-0912-8","title":"Developing a Strategy to Embed Peer Support into Mental Health Systems","year":2018,"lang":"en","type":"review","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Peer support; Mental health; Health care; Peer review; Peer-to-peer; Knowledge management; Process management; Psychology; Computer science; Nursing; Business; Medicine; Political science; World Wide Web; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01098953,0.001119774,0.002938598,0.001990541,0.006626476,0.0002095128,0.0006621808,0.0006938656,0.0001282197],"category_scores_gemma":[0.00002323291,0.001024743,0.0001521446,0.001864538,0.000282273,0.0004032709,0.0008060765,0.002234462,0.0004815013],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009519711,"about_ca_system_score_gemma":0.03091213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04594782,"about_ca_topic_score_gemma":0.03671117,"domain_scores_codex":[0.9804222,0.006002105,0.005117701,0.001820014,0.002325115,0.004312875],"domain_scores_gemma":[0.9910061,0.0004061875,0.001684006,0.000710434,0.0002858754,0.005907414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000682636,0.0005153828,0.0007335086,0.4499874,0.00006409367,0.000007006799,0.09155826,6.865615e-8,2.214721e-7,0.004544771,0.02893797,0.4229687],"study_design_scores_gemma":[0.00172391,0.008957214,0.00006426016,0.05700358,0.000004885883,0.00006046264,0.04909956,0.00004072203,4.510073e-7,0.0000849734,0.8823957,0.0005642195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003990395,0.9274979,0.000004436644,0.03308963,0.002441453,0.02815133,0.003464661,0.0001237226,0.001236462],"genre_scores_gemma":[0.001959577,0.9446507,0.0004588923,0.0278743,0.001058602,0.002156205,0.01876215,0.0001453672,0.002934185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8534578,"threshold_uncertainty_score":0.9992203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4313416850799408,"score_gpt":0.6355121956927889,"score_spread":0.2041705106128481,"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."}}