{"id":"W1984857066","doi":"10.3899/jrheum.121307","title":"Update of Strategies to Translate Evidence from Cochrane Musculoskeletal Group Systematic Reviews for Use by Various Audiences","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa; Cochrane; McMaster University; Institute of Population and Public Health","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; Knowledge translation; Evidence-based medicine; Medical education; Alternative medicine; Plain language; MEDLINE; Health care; Medical literature; Evidence-based practice; Journal club; Storytelling; Family medicine; Narrative; Knowledge management; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.347038,0.004813579,0.009121607,0.0581732,0.002878909,0.02292258,0.008187871,0.01444345,0.0235802],"category_scores_gemma":[0.6938487,0.006141304,0.01265203,0.03157624,0.003978446,0.03281055,0.01734222,0.01427388,0.0143508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01494759,"about_ca_system_score_gemma":0.0552177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930567,"about_ca_topic_score_gemma":0.01391884,"domain_scores_codex":[0.6782351,0.1419412,0.1220532,0.007036485,0.04793973,0.002794371],"domain_scores_gemma":[0.2698959,0.4202906,0.05584481,0.03018777,0.2121452,0.01163556],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005214123,0.0001734292,0.0008674237,0.1048483,0.002092876,0.0003737347,0.002726431,0.0005612164,0.0006431565,0.01075461,0.1925695,0.6838679],"study_design_scores_gemma":[0.0008888513,0.000354958,0.001554732,0.2217575,0.003363034,0.0006632879,0.001165203,0.001064659,0.0007761621,0.01052918,0.7575172,0.0003652855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002664385,0.3070413,0.1107383,0.4161793,0.06195431,0.04064398,0.00776682,0.007790884,0.04522072],"genre_scores_gemma":[0.009789872,0.2372546,0.5805112,0.09197776,0.01281934,0.05163725,0.004995118,0.00235628,0.008658635],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.652962,"threshold_uncertainty_score":0.8052184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3881895848633551,"score_gpt":0.4781025521618762,"score_spread":0.08991296729852111,"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."}}