{"id":"W2794551248","doi":"10.1016/j.gaceta.2018.02.003","title":"Policy brief as a knowledge transfer tool: to “make a splash”, your policy brief must first be read","year":2018,"lang":"en","type":"editorial","venue":"Gaceta Sanitaria","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Splash; Computer science; Data science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005648733,0.001453511,0.002025227,0.002256473,0.003602149,0.000256667,0.002640061,0.003028324,0.006693436],"category_scores_gemma":[0.04393328,0.001504332,0.0004464324,0.003974963,0.0005162964,0.0005302996,0.001021429,0.004032741,0.01667893],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639447,"about_ca_system_score_gemma":0.04253184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0754196,"about_ca_topic_score_gemma":0.07136534,"domain_scores_codex":[0.9844126,0.002256643,0.003643043,0.002421935,0.002651258,0.004614566],"domain_scores_gemma":[0.9837666,0.007135155,0.0008308893,0.002971196,0.002789297,0.002506834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002661964,0.0001119017,0.00004397735,0.00101373,0.00009143041,0.00002051757,0.04706866,7.031538e-7,0.00003602557,0.007566709,0.9423227,0.001457421],"study_design_scores_gemma":[0.003611797,0.0007322108,0.0007874409,0.0009788172,0.0001391053,0.00001272758,0.001251414,0.000006472264,0.00001000493,0.0008531738,0.9902712,0.001345638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007768734,0.00008924978,0.0005182906,0.08772422,0.7775138,0.007940046,0.01239111,0.0008689497,0.1051856],"genre_scores_gemma":[0.002175303,0.0002774751,0.0008960662,0.04387358,0.8890989,0.001724842,0.000807489,0.0004446146,0.06070177],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1115851,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2425211060302154,"score_gpt":0.5740390089558266,"score_spread":0.3315179029256112,"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."}}