{"id":"W181899210","doi":"10.1155/2002/513758","title":"A Randomized Survey of the Preference of Gastroenterologists for a Cochrane Review versus a Traditional Narrative Review","year":2002,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Crohn's and Colitis Foundation of Canada; Crohn's and Colitis Foundation; London Health Sciences Centre","keywords":"Systematic review; Narrative; Medicine; Narrative review; MEDLINE; Alternative medicine; Cochrane collaboration; Randomized controlled trial; Crohn's disease; Disease; Family medicine; Cochrane Library; Psychology; Intensive care medicine; Surgery; Internal medicine; Pathology; Literature","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":[],"category_scores_codex":[0.1180128,0.0005004973,0.002544462,0.003551979,0.001527389,0.003660686,0.0007602546,0.002369149,0.005026344],"category_scores_gemma":[0.3590701,0.001101131,0.003733258,0.003399277,0.00190351,0.004796182,0.002822697,0.002568216,0.0008597035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005605944,"about_ca_system_score_gemma":0.006128634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433687,"about_ca_topic_score_gemma":0.002359601,"domain_scores_codex":[0.8647,0.09021604,0.02797048,0.005943845,0.009139691,0.002029839],"domain_scores_gemma":[0.5627289,0.2872984,0.1090363,0.006746148,0.02311794,0.01107223],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1487004,0.005309372,0.4319535,0.06749661,0.01433487,0.0008110902,0.03365358,0.0008868735,0.0038468,0.002737868,0.02759583,0.2626732],"study_design_scores_gemma":[0.09451821,0.0841999,0.6402666,0.04115281,0.01318712,0.003245322,0.05368373,0.004719323,0.002227999,0.004869231,0.05657625,0.001353536],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936986,0.02692589,0.003432103,0.01269753,0.001012642,0.01136597,0.002069773,0.0001047487,0.005405342],"genre_scores_gemma":[0.9496774,0.00975085,0.0141341,0.008450662,0.0005396897,0.01628109,0.0004898061,0.00004533187,0.0006310797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8819872,"threshold_uncertainty_score":0.6241189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7948035154141171,"score_gpt":0.5051213888985742,"score_spread":0.2896821265155429,"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."}}