{"id":"W3199832602","doi":"10.1177/0890117121998536","title":"Promoting and Protecting Mental Health: A Delphi Consensus Study for Actionable Public Mental Health Messages","year":2021,"lang":"en","type":"article","venue":"American Journal of Health Promotion","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health England; Queen's University Belfast","keywords":"Mental health; Delphi method; Public health; Context (archaeology); Medicine; Likert scale; Health promotion; Psychology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1914637,0.001599044,0.001477292,0.003944125,0.008201994,0.004136452,0.003341846,0.003646427,0.004775435],"category_scores_gemma":[0.1706632,0.001839419,0.00278818,0.00275609,0.005889924,0.004970422,0.01453305,0.005393485,0.0009547567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094572,"about_ca_system_score_gemma":0.02463349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003940624,"about_ca_topic_score_gemma":0.004968611,"domain_scores_codex":[0.8503273,0.1238637,0.007062777,0.003420745,0.007219724,0.008105804],"domain_scores_gemma":[0.8523384,0.1073352,0.005373567,0.004664868,0.02647054,0.003817382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009554815,0.001592083,0.0127812,0.003492503,0.0001587689,0.0008945081,0.9032426,0.001323174,0.002816631,0.004959533,0.004890963,0.06289262],"study_design_scores_gemma":[0.0005547046,0.002256544,0.009605689,0.002480123,0.0001458977,0.0002943494,0.9573129,0.00429689,0.001920211,0.005406934,0.01554802,0.0001778333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940997,0.0004484638,0.03168923,0.005784175,0.0003491506,0.05787131,0.0004654025,0.00009143358,0.009201065],"genre_scores_gemma":[0.8245859,0.0007345826,0.06066497,0.003299617,0.00008935331,0.1083633,0.0003630437,0.00006630486,0.001833005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914637,"threshold_uncertainty_score":0.9970692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891259052679582,"score_gpt":0.5043546439100118,"score_spread":0.3152287386420536,"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."}}