{"id":"W3110744755","doi":"10.1016/j.jclinepi.2020.12.006","title":"Systematic review and narrative review lead experts to different cancer trial predictions: a randomized trial","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Wilfrid Laurier University; Ottawa Hospital; McGill University","funders":"","keywords":"Randomized controlled trial; Medicine; Narrative review; Confidence interval; Colorectal cancer; Clinical trial; Systematic review; MEDLINE; Family medicine; Cancer; Internal medicine; Intensive care medicine","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":[0.3790627,0.004497737,0.01521748,0.004813255,0.002946545,0.01454946,0.005221389,0.01831288,0.01269198],"category_scores_gemma":[0.6563866,0.004745529,0.01975531,0.003330321,0.009494861,0.01655911,0.006269165,0.01666692,0.003262164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004298745,"about_ca_system_score_gemma":0.01126735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602415,"about_ca_topic_score_gemma":0.002958243,"domain_scores_codex":[0.5319846,0.3808673,0.04574476,0.0225975,0.01625638,0.002549464],"domain_scores_gemma":[0.2110949,0.7055281,0.03837052,0.02563563,0.01597323,0.003397689],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2005599,0.001517527,0.02763563,0.1799242,0.3586251,0.0007994113,0.00483702,0.004603138,0.001897831,0.02964608,0.03975942,0.1501947],"study_design_scores_gemma":[0.2418155,0.007018177,0.006914429,0.1052992,0.4327474,0.0005509311,0.001781204,0.01737438,0.002682539,0.1529074,0.02980278,0.001106019],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1052748,0.5453731,0.1081142,0.1556738,0.02692403,0.03628681,0.003996989,0.0009986728,0.01735757],"genre_scores_gemma":[0.69525,0.0488756,0.1216325,0.1040496,0.007009554,0.01866808,0.002166594,0.0004769991,0.00187119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6209373,"threshold_uncertainty_score":0.7657263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.895906543173014,"score_gpt":0.6844062984471154,"score_spread":0.2115002447258986,"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."}}