{"id":"W2057412057","doi":"10.1016/j.cps.2007.10.003","title":"The Role of Systematic Reviews in Clinical Research and Practice","year":2008,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Joseph’s Healthcare Hamilton; Health Sciences Centre; Hamilton Health Sciences; London Health Sciences Centre; McMaster University","funders":"","keywords":"Systematic review; Medicine; Clinical Practice; Clinical decision making; Meta-analysis; Management science; Evidence-based medicine; MEDLINE; Alternative medicine; Intensive care medicine; Family medicine; Pathology","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":["metaresearch"],"category_scores_codex":[0.4638309,0.004469994,0.02299081,0.03423716,0.002267673,0.02176308,0.005769222,0.01374901,0.00445146],"category_scores_gemma":[0.7367891,0.005834205,0.01070478,0.02555698,0.009727772,0.0198402,0.008695508,0.01133617,0.0008391832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0172289,"about_ca_system_score_gemma":0.05205954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009543268,"about_ca_topic_score_gemma":0.02474296,"domain_scores_codex":[0.4028402,0.4768193,0.06837929,0.009833178,0.04048516,0.001642822],"domain_scores_gemma":[0.07593993,0.8702487,0.02473857,0.009232307,0.01858385,0.001256656],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009175812,0.0000917726,0.003434245,0.5883623,0.0454943,0.0002136988,0.001422019,0.00120527,0.0003170232,0.01590967,0.02219555,0.3204367],"study_design_scores_gemma":[0.001952727,0.0006641239,0.00694317,0.7441742,0.09510756,0.0007667152,0.001271329,0.003445021,0.000660454,0.05933488,0.08530699,0.0003727516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001562989,0.9908924,0.001236517,0.006072339,0.00109024,0.0001492546,0.00007423507,0.00002050956,0.0003081915],"genre_scores_gemma":[0.01391319,0.9610808,0.01470424,0.006059396,0.003023959,0.0009321946,0.00007402599,0.00004137815,0.0001709037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5361691,"threshold_uncertainty_score":0.661192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9523073180954605,"score_gpt":0.6946446593590735,"score_spread":0.2576626587363871,"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."}}