{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007962662,0.0007389868,0.0006042856,0.0006085444,0.001082002,0.001373145,0.001200176,0.001439099,0.002871501],"category_scores_gemma":[0.01300605,0.0004304961,0.0009722581,0.0002563792,0.0007757535,0.001124407,0.001633525,0.001615826,0.000549292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046666,"about_ca_system_score_gemma":0.003413575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029493,"about_ca_topic_score_gemma":0.004957132,"domain_scores_codex":[0.9968179,0.001690531,0.0001884576,0.000297672,0.0004496439,0.0005557163],"domain_scores_gemma":[0.993133,0.002717784,0.0005300434,0.0005310982,0.0008375272,0.002250545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01690072,0.6442572,0.05332145,0.001080317,0.000200888,0.00106282,0.007214082,0.001259652,0.01094076,0.0001895742,0.001270523,0.262302],"study_design_scores_gemma":[0.01482161,0.7748147,0.188644,0.0002529481,0.0003150238,0.0003936002,0.00537036,0.003733752,0.006672662,0.0002216886,0.004636959,0.0001226933],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947635,0.00002704407,0.0004584577,0.0001195865,0.00003067898,0.003902203,0.0000722266,0.00002593055,0.0006002643],"genre_scores_gemma":[0.9831328,0.0001877253,0.006854286,0.000335861,0.00009577389,0.008091618,0.0001976026,0.00001422979,0.001090165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007962662,"threshold_uncertainty_score":0.0421111,"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."}}