{"id":"W4311877959","doi":"10.1038/s41598-022-25662-9","title":"A systematic review and meta-analysis of the benefits of school-based, peer-led interventions for leaders","year":2022,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council; NSW Department of Education; NSW Department of Education and Training","keywords":"Psychological intervention; Meta-analysis; Peer review; Systematic review; MEDLINE; Computer science; Medicine; Data science; Political science; Nursing; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01640308,0.0002482725,0.005105058,0.0005019688,0.0009388046,0.0001202041,0.0005924498,0.000128735,0.001885096],"category_scores_gemma":[0.005390557,0.0001568978,0.007712736,0.00370449,0.0007029285,0.00009220082,0.0001473066,0.0001611171,0.000001388478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383668,"about_ca_system_score_gemma":0.00160291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515211,"about_ca_topic_score_gemma":0.0007706025,"domain_scores_codex":[0.9941423,0.0008828635,0.002521183,0.0006214344,0.001557645,0.0002745563],"domain_scores_gemma":[0.994128,0.0004245584,0.00386272,0.0009320177,0.0005372321,0.0001154252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[3.759977e-7,0.00006970655,0.0000379907,0.9368278,0.05653725,0.000002757606,0.00157166,0.000002816258,1.327634e-8,0.0006470659,0.003490758,0.0008117819],"study_design_scores_gemma":[0.00001717181,0.000005795564,0.000003384246,0.01838952,0.7250187,0.000001580417,0.0005070753,2.917191e-7,1.57433e-7,0.0000970509,0.2557985,0.000160724],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004242416,0.9929876,0.00001184407,0.0003435156,0.00111422,0.004715323,0.0001423894,0.00001545312,0.000665397],"genre_scores_gemma":[0.0001155238,0.9573517,0.0001151188,0.00005378049,0.00001487291,0.001619765,0.0003053522,0.00002356105,0.0404003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9184383,"threshold_uncertainty_score":0.9990273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.302984605039764,"score_gpt":0.4348965446083662,"score_spread":0.1319119395686021,"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."}}