{"id":"W2068351607","doi":"10.1093/reseval/rvt029","title":"The use of academic research in public health policy and practice","year":2013,"lang":"en","type":"article","venue":"Research Evaluation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Nature","keywords":"Library science; Management; Political science; Media studies; Sociology; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.233692,0.0006034419,0.001415416,0.01235692,0.02470836,0.04255563,0.004418326,0.005046408,0.003475363],"category_scores_gemma":[0.2471501,0.001336404,0.0007096109,0.01712811,0.06838237,0.0196069,0.0231878,0.005223685,0.0005715202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05462664,"about_ca_system_score_gemma":0.11399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.094808,"about_ca_topic_score_gemma":0.1001386,"domain_scores_codex":[0.4753996,0.4651628,0.009669145,0.006183166,0.03287474,0.01071066],"domain_scores_gemma":[0.3913506,0.508375,0.03112438,0.02683039,0.02452669,0.01779288],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001050036,0.000132924,0.02659009,0.001589345,0.00007056083,0.0004916651,0.7751529,0.0003838355,0.000690898,0.09004079,0.003771166,0.1009809],"study_design_scores_gemma":[0.00004842819,0.000239663,0.01563194,0.003535302,0.00005678386,0.0004053891,0.743534,0.0005011572,0.0005242644,0.03600199,0.1994012,0.000119881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4826842,0.03464599,0.02556908,0.2313485,0.0006495686,0.0008068701,0.0002390429,0.0002183659,0.2238383],"genre_scores_gemma":[0.9848445,0.004732718,0.005279705,0.003069506,0.0002028895,0.0002142528,0.00002843759,0.0000408243,0.001587142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.766308,"threshold_uncertainty_score":0.9449942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9915096433103318,"score_gpt":0.8774207881739973,"score_spread":0.1140888551363345,"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."}}