{"id":"W4404084677","doi":"10.1177/07067437241295640","title":"Access to University Mental Health Services: Understanding the Student Experience: L’accès aux services universitaires de santé mentale : comprendre l’expérience des étudiants","year":2024,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Brock University; Queen's University","funders":"Canadian Institutes of Health Research; Mach-Gaensslen Foundation of Canada; University of Calgary","keywords":"Mental health; Mental health literacy; Anxiety; Psychology; Stigma (botany); Medical education; Medicine; Psychiatry; Mental illness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.005823379,0.0003221716,0.0003796657,0.0008831384,0.002529963,0.005713165,0.0007923012,0.001165846,0.002042561],"category_scores_gemma":[0.0133121,0.0004007675,0.0004575802,0.0008512472,0.002206514,0.006294374,0.005682148,0.002197651,0.0002526579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620646,"about_ca_system_score_gemma":0.002554315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470383,"about_ca_topic_score_gemma":0.01682877,"domain_scores_codex":[0.9962437,0.002002645,0.0001918486,0.0001812497,0.0004888045,0.0008917609],"domain_scores_gemma":[0.99481,0.001681704,0.001215886,0.0001637321,0.0007238089,0.001404897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009994489,0.0002953243,0.3408079,0.0002197858,0.00003764192,0.0007615907,0.621009,0.0001174207,0.0005905261,0.001413617,0.002464114,0.03218314],"study_design_scores_gemma":[0.000007915725,0.0003396046,0.1541454,0.0003543234,0.00002092289,0.0008191029,0.8293589,0.000329817,0.0004110456,0.0005532305,0.0136055,0.00005425779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9942318,0.0007862027,0.0002978751,0.003356548,0.00004156552,0.00001509233,0.00005838145,0.00000440062,0.001208074],"genre_scores_gemma":[0.9982475,0.0006757099,0.0001436697,0.0004244404,0.00002612118,0.00002103047,0.00003215535,0.000004126354,0.0004251662],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01470383,"threshold_uncertainty_score":0.0307973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317745587187967,"score_gpt":0.3669513117392008,"score_spread":0.3337738558673211,"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."}}