{"id":"W4221014169","doi":"10.1057/s41271-022-00343-z","title":"The case for using mixed methods for designing, implementing, and disseminating evidence-based interventions for public health practice","year":2022,"lang":"en","type":"review","venue":"Journal of Public Health Policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Public health; Psychological intervention; Public health law; Health policy; International health; Public relations; Health services research; Qualitative research; Political science; Medicine; Sociology; Nursing; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6380824,0.004670373,0.02361283,0.01162068,0.004752398,0.03032809,0.01274311,0.01906445,0.01093328],"category_scores_gemma":[0.7414744,0.003322423,0.01541678,0.0130229,0.01389586,0.03732111,0.0109798,0.03355616,0.003312125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760436,"about_ca_system_score_gemma":0.03361932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009592848,"about_ca_topic_score_gemma":0.01649687,"domain_scores_codex":[0.3045824,0.6100186,0.03471097,0.01284063,0.03637522,0.001472275],"domain_scores_gemma":[0.1105042,0.79087,0.01562913,0.0541624,0.02675518,0.002079084],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001502713,0.0004148733,0.004964119,0.1639846,0.03480832,0.000286417,0.005312313,0.001705325,0.0009318634,0.1273617,0.04939255,0.6093352],"study_design_scores_gemma":[0.001844469,0.00202947,0.003606176,0.3504397,0.02149843,0.0008090321,0.003691762,0.005838073,0.001664025,0.3688128,0.2388866,0.0008795887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001377443,0.511475,0.2765843,0.1777844,0.01788682,0.005995144,0.001017666,0.0006793221,0.007200025],"genre_scores_gemma":[0.02997707,0.1439069,0.7173681,0.08554859,0.006194056,0.01468542,0.0003791057,0.0005982717,0.001342597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3619176,"threshold_uncertainty_score":0.4463089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9468907819202717,"score_gpt":0.8168383735556446,"score_spread":0.1300524083646271,"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."}}