{"id":"W4404025156","doi":"10.22215/cujs.v3i1.4921","title":"Student Perceptions of Carleton University Mental Health Services","year":2024,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mental health; Perception; Psychology; Applied psychology; Medical education; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003055165,0.0001640746,0.000404201,0.0008785517,0.005217917,0.007056856,0.0008450071,0.001028216,0.01507411],"category_scores_gemma":[0.00907348,0.0002806524,0.0002475034,0.0008568929,0.002784602,0.001598175,0.004644017,0.00248251,0.0007590392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009771,"about_ca_system_score_gemma":0.01302301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.121837,"about_ca_topic_score_gemma":0.1888109,"domain_scores_codex":[0.9956162,0.001479872,0.0001895436,0.0001716301,0.001299444,0.001243266],"domain_scores_gemma":[0.985902,0.002140519,0.001195167,0.0001959332,0.002156692,0.008409807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003403258,0.0008346467,0.4284107,0.000544902,0.00008157745,0.001094021,0.4550501,0.0002665402,0.001737305,0.006083008,0.042967,0.06258999],"study_design_scores_gemma":[0.00001330971,0.0003166674,0.1502125,0.0003936073,0.00001367581,0.0002176776,0.8181267,0.0001727955,0.0002996618,0.0002151117,0.02996617,0.0000521499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762749,0.0003664609,0.00007739093,0.00871509,0.0001113492,0.00003298765,0.0001278749,0.00001107811,0.01428277],"genre_scores_gemma":[0.9945282,0.0005348088,0.00006370554,0.001096776,0.00002187985,0.00001815566,0.00004964573,0.000006368024,0.003680328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.878163,"threshold_uncertainty_score":0.2422557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260503901184876,"score_gpt":0.3982651566783723,"score_spread":0.3756601176665236,"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."}}