{"id":"W4390616495","doi":"10.1177/15248399231221161","title":"Engaging Participants Through Hybrid Community-Centered Approaches: Lessons Learned During the COVID CommUNITY Public Health Research Program","year":2024,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Impact; Population Health Research Institute; McMaster University","funders":"Heart and Stroke Foundation of Canada","keywords":"Phone; Incentive; Data collection; Population; Public relations; Sample (material); Medical education; Psychology; Nursing; Medicine; Sociology; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1904503,0.0004175244,0.0006740459,0.0005460698,0.03910418,0.000583215,0.001505575,0.0001933513,0.000378174],"category_scores_gemma":[0.04111122,0.0003420636,0.0001110723,0.003270044,0.0007917146,0.003158363,0.001201724,0.01787168,0.001112126],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004514914,"about_ca_system_score_gemma":0.01463126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707712,"about_ca_topic_score_gemma":0.004316072,"domain_scores_codex":[0.7689235,0.2204589,0.002823015,0.0008102813,0.002157539,0.004826806],"domain_scores_gemma":[0.9589863,0.03474502,0.001381377,0.002252633,0.0009770149,0.001657619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001364434,0.003250797,0.001313255,0.01619357,0.0001414615,0.00002229755,0.782962,0.00001778398,0.0000353932,0.01913396,0.05219883,0.1245942],"study_design_scores_gemma":[0.001095583,0.001002399,0.002170064,0.0007765406,0.00001275221,0.00007970601,0.2429827,0.0007929294,0.00001019883,0.001462303,0.7493739,0.0002410376],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1338824,0.0004394956,0.003465723,0.8461735,0.001040255,0.00882324,0.0002013154,0.001319446,0.004654575],"genre_scores_gemma":[0.9339303,0.001161372,0.002595809,0.05638387,0.0004272665,0.004421802,0.0001556422,0.0001148047,0.0008091746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8000478,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9825260676253328,"score_gpt":0.7762645384149726,"score_spread":0.2062615292103602,"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."}}