{"id":"W2127832821","doi":"10.1186/1471-2288-12-114","title":"What is the most appropriate knowledge synthesis method to conduct a review? Protocol for a scoping review","year":2012,"lang":"en","type":"review","venue":"BMC Medical Research Methodology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":347,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal College of Physicians and Surgeons of Canada; Institute of Population and Public Health; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; Systematic review; Psychological intervention; Computer science; Knowledge translation; Protocol (science); MEDLINE; Health care; Management science; Knowledge management; Data science; Medicine; Alternative medicine; Nursing","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","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.5292529,0.0008213356,0.007229471,0.0008170329,0.002136219,0.0000617343,0.004289537,0.001390513,0.01606408],"category_scores_gemma":[0.6467993,0.0004533543,0.0008509154,0.004615212,0.0008299575,0.0003425933,0.002632109,0.005369028,0.004243259],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009629554,"about_ca_system_score_gemma":0.05893253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582203,"about_ca_topic_score_gemma":0.0006893551,"domain_scores_codex":[0.6454698,0.3395262,0.005809346,0.001709321,0.003341654,0.0041437],"domain_scores_gemma":[0.2145015,0.7724335,0.002507134,0.003311108,0.003296035,0.003950795],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001352758,0.0000187206,2.77239e-7,0.4429736,0.00002538064,7.913951e-7,0.000506961,1.10348e-9,9.433029e-8,0.0002994678,0.09161814,0.464543],"study_design_scores_gemma":[0.0002158863,0.00007457456,1.544374e-7,0.4654613,0.0002134536,0.00001862288,0.0001985056,0.000002461014,8.786342e-7,0.0001293499,0.5334772,0.0002075457],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.426432e-9,0.5312324,0.0458245,0.02781585,0.0005752246,0.3940903,0.00005859684,0.00004308603,0.0003600612],"genre_scores_gemma":[6.376843e-11,0.4435361,0.08554396,0.03578963,0.000939711,0.4332335,0.000008511363,0.0000731261,0.0008754947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4643355,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9872001315892293,"score_gpt":0.8771516823879036,"score_spread":0.1100484492013256,"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."}}