{"id":"W2165502748","doi":"10.1503/cmaj.081335","title":"Monitoring use of knowledge and evaluating outcomes","year":2010,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Canadian Institutes of Health Research; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Knowledge translation; Computer science; Measure (data warehouse); Action (physics); Knowledge management; Data science; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03813473,0.00160527,0.004078192,0.004592266,0.0006681774,0.002573242,0.002084181,0.001662689,0.003210187],"category_scores_gemma":[0.06496657,0.0004255587,0.00185905,0.004219407,0.0009740953,0.004397667,0.001946714,0.001732172,0.001350033],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800264,"about_ca_system_score_gemma":0.0084984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007470826,"about_ca_topic_score_gemma":0.008047998,"domain_scores_codex":[0.9722322,0.01512426,0.003119526,0.001350085,0.007615891,0.0005580549],"domain_scores_gemma":[0.9483488,0.02763262,0.01080918,0.001778551,0.01054519,0.0008856314],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005667105,0.0008627321,0.02076913,0.02622709,0.0007867178,0.00004758227,0.0009219231,0.0005401363,0.0005247457,0.003266879,0.008817631,0.9366688],"study_design_scores_gemma":[0.001116614,0.01223809,0.430445,0.214575,0.01125715,0.001567603,0.007654685,0.004342323,0.02059034,0.03926914,0.2561153,0.0008287667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1053181,0.7456276,0.04223494,0.02608564,0.002792532,0.01052482,0.006508989,0.0006322259,0.06027513],"genre_scores_gemma":[0.3849533,0.5089144,0.07686648,0.004207373,0.001266329,0.01130267,0.004380341,0.00011689,0.007992339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9971997,"threshold_uncertainty_score":0.2016782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3830133975323499,"score_gpt":0.5999569573662451,"score_spread":0.2169435598338952,"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."}}