{"id":"W2974443830","doi":"10.1097/xeb.0000000000000202","title":"Evaluation of the JBI scoping reviews methodology by current users","year":2019,"lang":"en","type":"article","venue":"International Journal of Evidence-Based Healthcare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Systematic review; Descriptive statistics; Medical education; Work (physics); Psychology; MEDLINE; Medicine; Engineering; 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":[],"category_scores_codex":[0.7275441,0.001798172,0.004620878,0.02623806,0.004769715,0.02170363,0.005803756,0.005856403,0.01502834],"category_scores_gemma":[0.8472462,0.004957781,0.006941948,0.02751272,0.005668449,0.01213233,0.01766631,0.00718977,0.008531217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209701,"about_ca_system_score_gemma":0.0524943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034095,"about_ca_topic_score_gemma":0.004922592,"domain_scores_codex":[0.248772,0.5033682,0.1478118,0.007773751,0.08899427,0.003280074],"domain_scores_gemma":[0.1246605,0.5372676,0.05347913,0.06613588,0.2123812,0.006075722],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002463113,0.0005629716,0.01847304,0.1121944,0.001582333,0.0004321656,0.08835158,0.001155463,0.004825012,0.01570521,0.09101917,0.6632356],"study_design_scores_gemma":[0.001629626,0.001790984,0.02330181,0.3494015,0.00197951,0.001373857,0.03011414,0.006889103,0.00401588,0.01784926,0.5608793,0.0007750965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04790772,0.0385378,0.5394905,0.06922493,0.007821103,0.1917385,0.01401511,0.01442241,0.07684203],"genre_scores_gemma":[0.05490814,0.011011,0.7462553,0.006428814,0.0005977507,0.1728835,0.00277705,0.002665278,0.002473157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2724559,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9639324986681995,"score_gpt":0.6972528755337374,"score_spread":0.2666796231344621,"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."}}