{"id":"W3113221564","doi":"10.1186/s13033-021-00479-7","title":"Program evaluation of a student-led peer support service at a Canadian university","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"McGill University","keywords":"Mental health; Peer support; Social support; Anxiety; Stressor; Patient Health Questionnaire; Health administration; Psychology; Scale (ratio); Medical education; Service (business); Medicine; Clinical psychology; Nursing; Psychiatry; Public health; Social psychology; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007359445,0.0008392973,0.0005056635,0.0009998746,0.004477183,0.001472977,0.00372937,0.0008678847,0.004996407],"category_scores_gemma":[0.007903028,0.000399905,0.0007699145,0.001002307,0.001064738,0.0006035839,0.002904954,0.001207069,0.0005052311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02231197,"about_ca_system_score_gemma":0.1093361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5453433,"about_ca_topic_score_gemma":0.7018203,"domain_scores_codex":[0.9935509,0.002109977,0.0001973493,0.0004210101,0.001631759,0.002089079],"domain_scores_gemma":[0.9867424,0.0006243544,0.0004159402,0.0003211297,0.004232909,0.007663302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01060512,0.094943,0.07694639,0.002606907,0.0003993645,0.001607212,0.0189236,0.003175849,0.008159605,0.000981978,0.01987697,0.7617741],"study_design_scores_gemma":[0.01592414,0.1954954,0.6479782,0.001387325,0.0007110345,0.0007279736,0.045625,0.009602391,0.007470081,0.0005302878,0.07423842,0.0003097126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758186,0.0003397101,0.0009601822,0.001257736,0.0001319054,0.01390675,0.000613055,0.0002010674,0.006771062],"genre_scores_gemma":[0.9698249,0.0008672465,0.01352272,0.0006828273,0.000107758,0.007079314,0.001166256,0.00003721235,0.0067117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.977688,"threshold_uncertainty_score":0.9146684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2596171215954267,"score_gpt":0.5061462480921308,"score_spread":0.2465291264967042,"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."}}