{"id":"W2544148287","doi":"10.3779/j.issn.1009-3419.2016.10.11","title":"[Systematic Review of the Methodology Quality in Lung Cancer Screening Guidelines].","year":2016,"lang":"en","type":"review","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Cochrane Library; Inclusion and exclusion criteria; Lung cancer; MEDLINE; Lung cancer screening; Family medicine; Meta-analysis; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07345527,0.002346111,0.009512188,0.0211449,0.001526768,0.005058203,0.003459752,0.002950547,0.006757831],"category_scores_gemma":[0.2846045,0.002002915,0.01148826,0.02624921,0.00208423,0.005647612,0.003096826,0.002084633,0.0007465421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047452,"about_ca_system_score_gemma":0.03742325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194189,"about_ca_topic_score_gemma":0.03614407,"domain_scores_codex":[0.8849048,0.05085335,0.04263876,0.003577609,0.01704441,0.0009812264],"domain_scores_gemma":[0.7991726,0.1075686,0.05792842,0.005980932,0.02778575,0.001563766],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001984045,0.00001684156,0.001418126,0.9483588,0.009127202,0.00005786252,0.0003727986,0.00008304398,0.00008761168,0.0003553592,0.004625913,0.03529801],"study_design_scores_gemma":[0.0007789035,0.0001900118,0.00757502,0.9358105,0.04012454,0.0002336853,0.0003663573,0.0001210372,0.0001539892,0.0006032859,0.0139723,0.00007044216],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002713871,0.9747369,0.001827105,0.002371092,0.001145717,0.01105642,0.004389437,0.0001069666,0.001652506],"genre_scores_gemma":[0.06456102,0.8747724,0.01761323,0.00416324,0.0004802503,0.03355593,0.003956734,0.00009494765,0.000802187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9265447,"threshold_uncertainty_score":0.3884732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.777954492034638,"score_gpt":0.650032648791834,"score_spread":0.127921843242804,"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."}}