{"id":"W4409499573","doi":"10.17269/s41997-025-01020-w","title":"Are we out of the woods yet? Youth-developed recommendations on recovery from the COVID-19 pandemic: A national Delphi study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Spinal Cord Injury BC; York University; University of British Columbia; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Likert scale; Delphi method; Psychology; Medical education; Mental health; Ethnic group; Coronavirus disease 2019 (COVID-19); Nursing; Medicine; Political science; Psychiatry; Computer science","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":[0.06774846,0.0005858333,0.0005552311,0.001862193,0.005462965,0.003006183,0.001417585,0.001708469,0.002421795],"category_scores_gemma":[0.04717665,0.000685975,0.0007701692,0.001744233,0.002758197,0.002242337,0.006355104,0.002196086,0.0004088193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374389,"about_ca_system_score_gemma":0.03713861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05069404,"about_ca_topic_score_gemma":0.05663488,"domain_scores_codex":[0.9730989,0.01919741,0.001524085,0.0009165934,0.001779208,0.003483842],"domain_scores_gemma":[0.9743052,0.01379728,0.0009300488,0.0005525602,0.0077128,0.002702056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002994461,0.0004375359,0.05185277,0.001168132,0.00004827342,0.00103317,0.868202,0.0008474683,0.002165418,0.005223571,0.00834866,0.06037351],"study_design_scores_gemma":[0.00004603056,0.00043904,0.01202335,0.000939858,0.00002950266,0.0001790537,0.9615166,0.001535383,0.0006993916,0.0009741906,0.02155909,0.00005845801],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687958,0.000462836,0.008697659,0.005848893,0.000148642,0.007223952,0.0005754067,0.00004765749,0.008199221],"genre_scores_gemma":[0.9682764,0.00114753,0.01792448,0.002377892,0.00002714926,0.007806175,0.0003037291,0.00003429929,0.002102384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.949306,"threshold_uncertainty_score":0.3582924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4346849862203184,"score_gpt":0.4872513888761554,"score_spread":0.05256640265583706,"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."}}