{"id":"W2783805735","doi":"10.7202/1043242ar","title":"Understanding Campus Culture and Student Coping Strategies for Mental Health Issues in Five Canadian Colleges and Universities","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University; McMaster University","funders":"Health Canada; Queen's University; Mental Health Commission","keywords":"Mental health; Coping (psychology); Psychology; Medical education; Stigma (botany); Nursing; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003126957,0.0003067638,0.0003785836,0.001804707,0.01299813,0.004052086,0.00121989,0.0007159154,0.002312242],"category_scores_gemma":[0.00551102,0.0003166787,0.0003526894,0.002578304,0.003475189,0.001151909,0.003448501,0.001401404,0.0001120637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04005456,"about_ca_system_score_gemma":0.06020229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9491987,"about_ca_topic_score_gemma":0.9825122,"domain_scores_codex":[0.9976556,0.0004299655,0.0000808296,0.0001404402,0.0005510583,0.00114201],"domain_scores_gemma":[0.9954696,0.0007984291,0.0004979671,0.00009819305,0.00112523,0.002010619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001022053,0.0002592224,0.3914286,0.0001352597,0.00002464409,0.000326288,0.5567739,0.0001722849,0.001091083,0.00174653,0.002176207,0.04576362],"study_design_scores_gemma":[0.000003619988,0.00004700686,0.1911138,0.0001030698,0.00001033821,0.00003909371,0.8020853,0.0001954022,0.0001766425,0.0001539929,0.006038876,0.00003288174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996735,0.00019952,0.00008942132,0.0005376509,0.0000120393,0.00002463307,0.00002995865,0.000003406845,0.002368363],"genre_scores_gemma":[0.9983411,0.0002817896,0.0001623722,0.0001887359,0.000002687294,0.00001485218,0.00003149128,0.000002303673,0.0009746012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05080128,"threshold_uncertainty_score":0.2906175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917324540597721,"score_gpt":0.467475925353509,"score_spread":0.3783026799475318,"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."}}