{"id":"W2959013041","doi":"10.1186/s13643-019-1090-9","title":"Steps toward more complete reporting of systematic reviews of diagnostic test accuracy: Preferred Reporting Items for Systematic Reviews and Meta-Analyses of Diagnostic Test Accuracy (PRISMA-DTA)","year":2019,"lang":"en","type":"editorial","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; Test (biology); Meta-analysis; Statement (logic); Medical physics; MEDLINE; Completeness (order theory); Data mining; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","metaepi_broad","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.6321391,0.005317891,0.1945315,0.002401325,0.0004334481,0.001700802,0.009714886,0.00173356,0.0008037811],"category_scores_gemma":[0.9979768,0.002369511,0.03659248,0.005311976,0.0005251675,0.001311238,0.001404191,0.001620605,0.0009710862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004409383,"about_ca_system_score_gemma":0.001065796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828586,"about_ca_topic_score_gemma":0.00005894829,"domain_scores_codex":[0.4561235,0.1140573,0.3993508,0.00675544,0.0216408,0.002072214],"domain_scores_gemma":[0.003902699,0.5305103,0.4373744,0.01794327,0.009699645,0.000569756],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006554452,0.0002701907,0.000205827,0.7508171,0.006968486,0.00002109379,0.001131485,0.00002079463,0.0001896242,0.00002224724,0.2402395,0.000107075],"study_design_scores_gemma":[0.0006637115,0.00046699,0.00001572447,0.726714,0.1889571,0.0001825106,0.001448781,0.001628337,0.00007044949,0.0002770806,0.07763493,0.001940383],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001453575,0.6421241,0.0134068,0.0001678531,0.06000789,0.2820066,0.001623817,0.00005720326,0.0004603587],"genre_scores_gemma":[0.04135615,0.3868293,0.06503513,0.0006910833,0.09640016,0.3759248,0.003293976,0.002710669,0.02775877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4522208,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8101208102529157,"score_gpt":0.5653399910287313,"score_spread":0.2447808192241844,"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."}}