{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02070371,0.000160279,0.0006356476,0.0002934356,0.003294445,0.0001844759,0.0002009825,0.000041112,0.00002226279],"category_scores_gemma":[0.001440567,0.0001599476,0.00008766885,0.0008279146,0.0003476433,0.0003388207,0.00008340553,0.0006041085,8.002959e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156061,"about_ca_system_score_gemma":0.006146452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306057,"about_ca_topic_score_gemma":0.001786215,"domain_scores_codex":[0.9918261,0.004665713,0.001199349,0.0003553679,0.001034535,0.0009189338],"domain_scores_gemma":[0.9961199,0.0003140128,0.002182229,0.0001477458,0.0006821765,0.0005539097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001085859,0.001853403,0.00687242,0.0003652675,0.0001105707,0.00001121271,0.1157138,0.000001257605,0.0002670905,0.0002876563,0.003851992,0.8705567],"study_design_scores_gemma":[0.003989622,0.03322272,0.005868963,0.001458633,0.00001536456,0.0008960659,0.9144514,0.0004553995,0.0002953704,0.001608963,0.03720869,0.000528822],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602642,0.0009454026,0.001478076,0.4328049,0.0003081708,0.004063135,0.00002024115,0.00006999882,0.00004594652],"genre_scores_gemma":[0.9874388,0.0006238564,0.01092623,0.0005808303,0.0002083713,0.0001133784,0.000008551585,0.00002982756,0.00007013241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8700279,"threshold_uncertainty_score":0.9994878,"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."}}