{"id":"W4414607996","doi":"10.15273/hpj.v4i3.12432","title":"Exploring Mental Health Literacy in Canada: A Mixed-Method Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Healthy Populations Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental health; Anxiety; Mental illness; Social anxiety; Stigma (botany); Panic disorder; Panic; Depression (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004622562,0.0006054588,0.0008955985,0.0023514,0.007313844,0.002498209,0.002336138,0.001008975,0.002484891],"category_scores_gemma":[0.006649895,0.000774199,0.001070095,0.005291886,0.001507789,0.0007689386,0.001644376,0.001271572,0.0003416494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04024056,"about_ca_system_score_gemma":0.05187342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899073,"about_ca_topic_score_gemma":0.9935774,"domain_scores_codex":[0.9964429,0.0006163279,0.0002714283,0.000444207,0.001415174,0.0008100261],"domain_scores_gemma":[0.9930153,0.0007891096,0.001278198,0.0003381365,0.003379005,0.001200215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009345898,0.0003232748,0.9873987,0.0001539227,0.0001314277,0.0001078026,0.004289313,0.00006059008,0.0001948259,0.000150402,0.001300825,0.005795314],"study_design_scores_gemma":[0.00004006147,0.0001439224,0.9906294,0.0001330598,0.00007761623,0.00006759841,0.006714305,0.0003817107,0.00009905942,0.00005345843,0.001631869,0.00002805674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916654,0.0007305637,0.000506248,0.0005572269,0.00002610761,0.0009745003,0.003505479,0.00001706636,0.002017364],"genre_scores_gemma":[0.9919945,0.0008444578,0.00191944,0.001050906,0.00002033685,0.0008925612,0.002131061,0.00001119322,0.001135587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04024056,"threshold_uncertainty_score":0.291967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642016231026617,"score_gpt":0.5460808085616844,"score_spread":0.2818791854590227,"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."}}