{"id":"W2139683733","doi":"10.1503/cmaj.081230","title":"Knowledge creation: synthesis, tools and products","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; University of Ottawa; McMaster University","funders":"","keywords":"Computer science; Translation (biology); Foundation (evidence); Knowledge translation; Action (physics); Knowledge management; Data science; Chemistry","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":[0.04818223,0.002004912,0.003627663,0.01086057,0.001688901,0.0154848,0.002854055,0.003171979,0.009750753],"category_scores_gemma":[0.05694535,0.001228516,0.002021561,0.01132984,0.008578422,0.01983798,0.007150805,0.003284007,0.003336487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005617149,"about_ca_system_score_gemma":0.01775892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319856,"about_ca_topic_score_gemma":0.002095412,"domain_scores_codex":[0.967377,0.02220488,0.002957014,0.001871044,0.005032368,0.0005576072],"domain_scores_gemma":[0.9414744,0.04386303,0.0022755,0.007372372,0.004370349,0.0006442945],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009327478,0.0001003933,0.0005179904,0.02720908,0.0003083695,0.000193943,0.00434505,0.001705769,0.0006511619,0.3852609,0.01575801,0.5638561],"study_design_scores_gemma":[0.00007202427,0.0001253751,0.0007371825,0.03164231,0.0003234489,0.0003715106,0.004653787,0.002027845,0.002101281,0.5631586,0.3946907,0.00009590088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.005837144,0.4068193,0.4394354,0.03153818,0.003819743,0.002582181,0.001419876,0.001130652,0.1074174],"genre_scores_gemma":[0.1380172,0.2656224,0.5741786,0.003058516,0.001182253,0.004369982,0.001352261,0.0005467157,0.01167214],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9518178,"threshold_uncertainty_score":0.254815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2085208992320355,"score_gpt":0.4795170328451163,"score_spread":0.2709961336130808,"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."}}