{"id":"W2755459284","doi":"10.1016/j.eururo.2017.08.016","title":"Key Steps in Conducting Systematic Reviews for Underpinning Clinical Practice Guidelines: Methodology of the European Association of Urology","year":2017,"lang":"en","type":"article","venue":"European Urology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Systematic review; Underpinning; MEDLINE; Evidence-based medicine; Randomized controlled trial; Alternative medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6717261,0.0002960993,0.005834237,0.0002563471,0.0002421529,0.000153448,0.004216922,0.0001426171,0.0001489937],"category_scores_gemma":[0.9035667,0.0001434251,0.001848104,0.0003902436,0.0002476892,0.0002429352,0.0007245134,0.0004416647,0.0004335277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002992565,"about_ca_system_score_gemma":0.00007532155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488214,"about_ca_topic_score_gemma":0.00005413217,"domain_scores_codex":[0.4303122,0.5242695,0.04060735,0.001750968,0.002407585,0.0006523572],"domain_scores_gemma":[0.8444568,0.08434495,0.06023818,0.006596011,0.004271835,0.00009222008],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005834546,0.00131112,0.3563326,0.01962965,0.006259014,0.0001627875,0.01633595,0.004127553,0.004501165,0.06396305,0.3842509,0.1425427],"study_design_scores_gemma":[0.002792435,0.0008322842,0.07591955,0.001015394,0.004266668,0.0001811657,0.002657096,0.006330667,0.00002813602,0.006442191,0.8989248,0.0006096168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423152,0.01927515,0.3896493,0.08860287,0.01385965,0.01858815,0.00006535548,0.00004125613,0.327603],"genre_scores_gemma":[0.9150135,0.0003236597,0.07327808,0.006783285,0.0005861978,0.00004554577,0.000004130637,0.00006836074,0.003897254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7726983,"threshold_uncertainty_score":0.7836161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9521809000821818,"score_gpt":0.6588957970890883,"score_spread":0.2932851029930935,"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."}}