{"id":"W2953754494","doi":"10.14288/1.0379563","title":"Mental health literacy : A review of applications and effectiveness in the higher education workplace","year":2019,"lang":"en","type":"review","venue":"cIRcle (University of British Columbia)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Literacy; Mental health literacy; Pedagogy; Medical education; Psychology; Sociology; Medicine; Mental illness; Psychotherapist","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":[0.0123031,0.0007508072,0.003339634,0.01196986,0.0007608402,0.003631747,0.001367608,0.001825713,0.003371733],"category_scores_gemma":[0.03590334,0.0007903147,0.002965657,0.01080322,0.001540908,0.002847811,0.001987421,0.0017632,0.000404129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004084676,"about_ca_system_score_gemma":0.01054509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009770737,"about_ca_topic_score_gemma":0.02452016,"domain_scores_codex":[0.9938847,0.002420551,0.001831357,0.0004191418,0.001260697,0.0001834471],"domain_scores_gemma":[0.9420487,0.0497882,0.00326725,0.0004390412,0.003872414,0.0005844141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001874161,0.0001188344,0.00157182,0.2976058,0.0009557488,0.000117224,0.001187569,0.0001540083,0.0001885514,0.001407951,0.003700169,0.692805],"study_design_scores_gemma":[0.00008317525,0.0005510727,0.01457224,0.8164255,0.004891991,0.0008756836,0.002207876,0.0001906124,0.0005140448,0.00106411,0.1585514,0.00007226371],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004842654,0.9985871,0.00004919881,0.0003753894,0.00006015347,0.00002174496,0.00002139204,0.000002979303,0.0003978438],"genre_scores_gemma":[0.004486141,0.9948865,0.0002279475,0.0002469304,0.00005283645,0.00003569039,0.00001814582,0.000002704492,0.00004307206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0123031,"threshold_uncertainty_score":0.0650658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009411983570909,"score_gpt":0.3546867768212613,"score_spread":0.3245926569855522,"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."}}