{"id":"W2897980683","doi":"10.7202/1057103ar","title":"Counsellor-in-Residence: Evaluation of a Residence-Based Initiative to Promote Student Mental Health","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Residence; Mental health literacy; Psychological resilience; Psychology; Scale (ratio); Literacy; Medical education; Medicine; Pedagogy; Psychiatry; Sociology; Mental illness; Social psychology; Demography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01241503,0.0006968825,0.0007708487,0.0006549263,0.003213607,0.002403637,0.002543909,0.001980252,0.004510062],"category_scores_gemma":[0.01401279,0.0005058527,0.001217161,0.0006406276,0.001130968,0.001304066,0.002905094,0.003560863,0.0005263803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410656,"about_ca_system_score_gemma":0.02367627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906708,"about_ca_topic_score_gemma":0.05687609,"domain_scores_codex":[0.9911293,0.00535608,0.000424419,0.0005098264,0.001299272,0.001281102],"domain_scores_gemma":[0.9883988,0.002354853,0.0007629585,0.0005398478,0.001347704,0.006595866],"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":[0.02724345,0.4402777,0.02077026,0.002282072,0.0005344904,0.0006976665,0.01371905,0.001437649,0.003369584,0.001389842,0.007291579,0.4809866],"study_design_scores_gemma":[0.09709722,0.6928071,0.1247907,0.00148507,0.001641901,0.0004215098,0.03191862,0.004699602,0.007254063,0.001357579,0.03625152,0.0002750732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806771,0.0003273906,0.0009453617,0.001838451,0.0001792046,0.01177338,0.0003594232,0.0001704971,0.003729213],"genre_scores_gemma":[0.9482973,0.001315587,0.02320895,0.002216132,0.0001531156,0.01993155,0.0007131603,0.0000492025,0.004115027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906708,"threshold_uncertainty_score":0.06565779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074218355753327,"score_gpt":0.458035551230311,"score_spread":0.3972933676727778,"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."}}