{"id":"W3012093034","doi":"10.1097/md.0000000000019192","title":"Peer support for discharge from inpatient to community mental health services","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Peer support; Mental health; Psychological intervention; Psychosocial; Randomized controlled trial; Peer group; Social support; Blinding; Nursing; Intervention (counseling); Family medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001224963,0.0001790845,0.0004280061,0.00005057512,0.001308161,0.000002468258,0.0002697073,0.00006703836,0.001696305],"category_scores_gemma":[0.00005273295,0.000133938,0.00003618892,0.0001578783,0.00002987428,0.00007255185,0.000192499,0.0004892134,0.000490891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261636,"about_ca_system_score_gemma":0.0001708089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008831223,"about_ca_topic_score_gemma":0.00182423,"domain_scores_codex":[0.9972726,0.00050036,0.0008105249,0.0002417684,0.0005730901,0.0006017291],"domain_scores_gemma":[0.9978887,0.0002978697,0.0002518633,0.000297426,0.0001473028,0.001116833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007976777,0.0002792417,0.09560788,0.005147412,0.00003076567,6.146988e-7,0.4392202,8.311244e-7,0.0002340028,0.0003545466,0.4533387,0.004988195],"study_design_scores_gemma":[0.003594457,0.004937786,0.009467506,0.001355932,0.00001299226,8.00374e-8,0.05931881,0.0001863765,0.00006236666,0.0001760242,0.9207435,0.0001441488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6868914,0.0001988262,0.0009906151,0.2976272,0.002779124,0.005912258,0.002333086,0.0001295683,0.003137926],"genre_scores_gemma":[0.6508728,0.00003075992,0.0008017313,0.3344613,0.0009401359,0.0004307851,0.01110967,0.00003012319,0.001322689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4674049,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2994449102446107,"score_gpt":0.4809840989508809,"score_spread":0.1815391887062702,"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."}}