{"id":"W2971896244","doi":"10.2196/13639","title":"Evaluation of eMentalHealth.ca, a Canadian Mental Health Website Portal: Mixed Methods Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Lundbeck Canada; Otsuka Canada Pharmaceutical; H. Lundbeck A/S; Ontario Centre of Excellence for Child and Youth Mental Health; College of Family Physicians of Canada; University of Ottawa","keywords":"Mental health; Medicine; Computer science; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.06490754,0.001362179,0.002263033,0.004395764,0.006769145,0.004560924,0.003123818,0.001204699,0.004106962],"category_scores_gemma":[0.06593592,0.001280111,0.003301526,0.005888188,0.002144808,0.002125917,0.004005768,0.001904743,0.000486058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05194934,"about_ca_system_score_gemma":0.1201793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7504496,"about_ca_topic_score_gemma":0.8640766,"domain_scores_codex":[0.9678423,0.0127653,0.002637679,0.001921744,0.01262657,0.002206259],"domain_scores_gemma":[0.9183607,0.02209364,0.006991658,0.002887001,0.04419227,0.005474684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01078735,0.0227185,0.3104228,0.01420663,0.002807072,0.00037036,0.05890656,0.00110763,0.001640598,0.002141956,0.0291739,0.5457168],"study_design_scores_gemma":[0.006874635,0.01578405,0.8532674,0.006207956,0.003288318,0.0001702458,0.05027376,0.006492274,0.002370465,0.0009032445,0.05354355,0.0008242021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225679,0.002873668,0.004702386,0.001943354,0.0001984882,0.134024,0.01656475,0.0004089638,0.01671661],"genre_scores_gemma":[0.7137864,0.003821366,0.07153682,0.00274252,0.0001401581,0.188306,0.0113527,0.0002250317,0.008089026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495504,"threshold_uncertainty_score":0.5020401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07753189841317429,"score_gpt":0.5510806172634274,"score_spread":0.4735487188502531,"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."}}