{"id":"W4394788482","doi":"10.2196/54821","title":"The Power of Rapid Reviews for Bridging the Knowledge-to-Action Gap in Evidence-Based Virtual Health Care","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Health care; Bridging (networking); Knowledge translation; Knowledge management; Popularity; Evidence-based practice; Psychology; Nursing; Public relations; Medicine; Computer science; Alternative medicine; Political 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":[0.6296222,0.002568166,0.004590322,0.02068897,0.008506878,0.04029896,0.007494262,0.008880898,0.01331295],"category_scores_gemma":[0.8069395,0.004309089,0.004627469,0.009152919,0.01378575,0.04368576,0.03030108,0.01425056,0.004230187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01379826,"about_ca_system_score_gemma":0.05020281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572605,"about_ca_topic_score_gemma":0.006451225,"domain_scores_codex":[0.1990706,0.7229069,0.02493694,0.009336899,0.04146539,0.002283223],"domain_scores_gemma":[0.04777454,0.8190873,0.0348152,0.0554081,0.03748302,0.00543183],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001214113,0.0003819417,0.004372207,0.03509786,0.001963711,0.0008859103,0.04321363,0.002444237,0.001817535,0.08098301,0.06724454,0.7603814],"study_design_scores_gemma":[0.001564437,0.001992878,0.006502498,0.09081748,0.001946059,0.002712674,0.02388048,0.005723775,0.004525054,0.228223,0.6311436,0.0009681115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02141403,0.1317119,0.3522422,0.3703552,0.01463808,0.01042088,0.001259097,0.003146051,0.0948126],"genre_scores_gemma":[0.2889151,0.05027283,0.5774036,0.04558752,0.008955555,0.0192702,0.0003826203,0.002144507,0.007068029],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3703778,"threshold_uncertainty_score":0.4567418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8263798010136197,"score_gpt":0.7631230218387103,"score_spread":0.06325677917490946,"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."}}