{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002446973,0.0001669543,0.0005038906,0.0008557458,0.001303975,0.00003611845,0.0007442186,0.00008641768,0.0002050051],"category_scores_gemma":[0.00001710791,0.0001349563,0.0002176281,0.001254673,0.000585244,0.0008589459,0.0002363282,0.0007289342,0.00004610997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785097,"about_ca_system_score_gemma":0.008564482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005298769,"about_ca_topic_score_gemma":0.0002679604,"domain_scores_codex":[0.9968067,0.0003130177,0.0009209375,0.0002694046,0.001074987,0.000614979],"domain_scores_gemma":[0.9978935,0.0001992586,0.0006078247,0.0002494564,0.0005774705,0.0004725122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004816005,0.0007690784,0.250583,0.009518954,0.0006061247,0.0003573205,0.198736,0.0001927683,0.0432273,0.0637368,0.3983994,0.03339168],"study_design_scores_gemma":[0.002887799,0.001765013,0.1959803,0.003736727,0.0002041783,0.0001815082,0.2603315,0.000283527,0.0002643457,0.002754785,0.5310208,0.0005894041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010651,0.003057504,0.0003405254,0.07382889,0.006602334,0.0005416144,0.00008456181,0.00007225429,0.01440719],"genre_scores_gemma":[0.9896456,0.003987421,0.0004772921,0.003330524,0.0002877589,7.62013e-7,0.000004902653,0.00001583358,0.002249898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326215,"threshold_uncertainty_score":0.9999962,"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."}}