{"id":"W4404766435","doi":"10.1097/xeb.0000000000000483","title":"SHOW ME the evidence: Features of an approach to reliably deliver research evidence to those who need it","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Ottawa Hospital; Impact","funders":"Hospital for Sick Children; Universidad Nacional de Educación a Distancia; London School of Hygiene and Tropical Medicine; University of Galway; Lanzhou University; Karolinska Institutet; Universidad de Antioquia; McMaster University; Norges Teknisk-Naturvitenskapelige Universitet; UNICEF; Agency for Healthcare Research and Quality; Universität zu Köln; World Health Organization; American University of Beirut; Pan American Health Organization; Universiteit Stellenbosch; Fundação Oswaldo Cruz; Pew Charitable Trusts","keywords":"Alliance; Accountability; Public relations; Political science; Equity (law); Evidence-based practice; Acronym; Medicine; Law","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03200998,0.0003645335,0.0004756356,0.001071117,0.001910697,0.0003509434,0.001838604,0.0001872382,0.00112997],"category_scores_gemma":[0.0166148,0.0002724227,0.0001128042,0.005211689,0.0002368673,0.004082214,0.0007784789,0.001235167,0.001015706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275363,"about_ca_system_score_gemma":0.003024238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157944,"about_ca_topic_score_gemma":0.003627314,"domain_scores_codex":[0.9849584,0.006274249,0.002061592,0.001330312,0.003524784,0.001850697],"domain_scores_gemma":[0.9767202,0.01864809,0.0003693261,0.001444843,0.001974087,0.0008434953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003649547,0.00004636766,0.007439655,0.001915822,0.00003633596,0.00000758015,0.2273264,0.0002296614,0.03054915,0.00517873,0.6774484,0.04945701],"study_design_scores_gemma":[0.001092157,0.003413617,0.4226032,0.03325687,0.0002237116,0.00003227233,0.3923487,0.003967655,0.009720708,0.002284275,0.12961,0.001446841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7029232,0.001582479,0.008152498,0.2701047,0.001430589,0.01421107,0.0001843592,0.0002926031,0.00111844],"genre_scores_gemma":[0.9478905,0.001005946,0.009727114,0.03338057,0.0009311445,0.004113531,0.00001870844,0.00007395766,0.002858554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478384,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7023423444874812,"score_gpt":0.7260232687604155,"score_spread":0.02368092427293422,"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."}}