{"id":"W4288748614","doi":"10.1186/s12888-022-04139-z","title":"The feasibility and effectiveness of a novel online mental health literacy course in supporting university student mental health: a pilot study","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; Queen's University; Mach-Gaensslen Foundation of Canada","keywords":"Mental health; Mental health literacy; Medical education; Mentorship; Psychology; Accreditation; Health literacy; Medicine; Clinical psychology; Health care; Psychiatry; Mental illness","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002703267,0.0001992759,0.000402256,0.0001031155,0.001184422,0.00001856872,0.0003103437,0.00001811976,0.00006975519],"category_scores_gemma":[0.000003862624,0.0001736436,0.00005665249,0.0003626812,0.00007928965,0.00009541779,0.0003179424,0.000301632,0.000001330539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000717749,"about_ca_system_score_gemma":0.0003393239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004789797,"about_ca_topic_score_gemma":0.009671888,"domain_scores_codex":[0.9962392,0.001764287,0.0006225481,0.0005358864,0.0003522524,0.0004858192],"domain_scores_gemma":[0.9987741,0.0001704023,0.0004979882,0.0003818082,0.00001863465,0.0001570625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003864571,0.031303,0.9536913,0.000212091,0.00006814117,0.000001462229,0.007023147,0.000002967559,0.000004538307,0.0007759586,0.0002531703,0.002799672],"study_design_scores_gemma":[0.01112536,0.007030542,0.931803,0.00007290578,0.00001135725,0.00001567577,0.04959071,0.00003812337,2.445478e-7,0.00003553626,0.0001626021,0.0001139035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880921,0.003324425,0.000009768829,0.001839503,0.001811461,0.004247143,0.0005922236,0.00002723003,0.00005613148],"genre_scores_gemma":[0.9991235,0.00003972432,0.0002548516,0.0002439501,0.0000361483,0.00005334035,0.0001304436,0.00001735054,0.0001006992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04256757,"threshold_uncertainty_score":0.9109737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06704380115929638,"score_gpt":0.4452392596186602,"score_spread":0.3781954584593638,"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."}}