{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4823042,0.002655035,0.004313156,0.01274237,0.008263329,0.05125561,0.01002115,0.03936753,0.01185447],"category_scores_gemma":[0.5929152,0.007180583,0.00697221,0.008439404,0.03805708,0.04213923,0.03936846,0.04418846,0.0145143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01661826,"about_ca_system_score_gemma":0.05457083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944773,"about_ca_topic_score_gemma":0.006767152,"domain_scores_codex":[0.3744522,0.4590331,0.06987273,0.01163243,0.07973661,0.00527297],"domain_scores_gemma":[0.1971125,0.6043552,0.03293061,0.0771317,0.07292556,0.01554458],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004849112,0.0002355843,0.001390312,0.01039564,0.0008858975,0.001182983,0.02227,0.001123135,0.001904021,0.3801554,0.3269969,0.2529753],"study_design_scores_gemma":[0.0004870008,0.0003123886,0.001085906,0.01023391,0.0003885696,0.001331876,0.003409684,0.001363178,0.001142294,0.277811,0.7020655,0.0003688126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001156723,0.00595333,0.393438,0.5262346,0.009470608,0.0100248,0.000603277,0.002612414,0.05050628],"genre_scores_gemma":[0.02689373,0.002922137,0.8499401,0.08782952,0.004772259,0.01482158,0.0003410261,0.00101886,0.0114608],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5176958,"threshold_uncertainty_score":0.638411,"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."}}