{"id":"W2921451314","doi":"10.1016/j.psychres.2019.03.009","title":"Establishment and validation of a mental health literacy measurement in Canadian educators","year":2019,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Mental health literacy; Mental health; Mental illness; Construct validity; Stigma (botany); Psychology; Health literacy; Literacy; Clinical psychology; Medicine; Psychometrics; Psychiatry; Health care; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02918132,0.000622601,0.0006877742,0.005215195,0.008574271,0.003803473,0.003039465,0.001317709,0.002941711],"category_scores_gemma":[0.05865256,0.0007575058,0.001330711,0.004549563,0.002599712,0.001912144,0.003359353,0.003072944,0.0006047708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06398996,"about_ca_system_score_gemma":0.1920888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9681174,"about_ca_topic_score_gemma":0.9807854,"domain_scores_codex":[0.9857574,0.002556363,0.001446239,0.001034108,0.006266939,0.002939068],"domain_scores_gemma":[0.9303192,0.007271768,0.003335054,0.00176679,0.05289941,0.004407876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003126739,0.001787963,0.8549132,0.0004678838,0.00006855401,0.0002111002,0.0271564,0.0004577126,0.002346201,0.002840965,0.009224564,0.1002127],"study_design_scores_gemma":[0.0000672592,0.0004225537,0.9671648,0.0005407303,0.00006462544,0.0001048633,0.0123049,0.001194968,0.001961316,0.0002326906,0.01586949,0.0000719274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572332,0.000693494,0.005929956,0.003537695,0.0002546455,0.005194047,0.002532178,0.0001229455,0.02450186],"genre_scores_gemma":[0.9688866,0.000604637,0.01957128,0.0008680698,0.00003529598,0.003288963,0.002108725,0.00004668752,0.004589777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9681174,"threshold_uncertainty_score":0.4642818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047800783464343,"score_gpt":0.4656302258130272,"score_spread":0.3851522179783837,"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."}}