{"id":"W6904788908","doi":"10.1371/journal.pone.0314389.s001","title":"PRISMA checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; MEDLINE; Systematic review; Protocol (science); Research design; Meta-analysis; Inclusion (mineral); Diabetes mellitus","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.08096784,0.004569661,0.009235272,0.01575494,0.003213478,0.008140448,0.009805408,0.005038238,0.4087228],"category_scores_gemma":[0.1866514,0.00575062,0.0151471,0.01720075,0.003221732,0.005058229,0.006707191,0.00899287,0.04456919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00970937,"about_ca_system_score_gemma":0.06147682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015168,"about_ca_topic_score_gemma":0.0170026,"domain_scores_codex":[0.9468186,0.022909,0.02108327,0.003674147,0.004296255,0.001218629],"domain_scores_gemma":[0.8317398,0.1005556,0.01456004,0.01471857,0.03631958,0.00210649],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002273558,0.000325568,0.0005809629,0.4610027,0.001633108,0.0002170778,0.001262171,0.001314571,0.0003039741,0.01043651,0.4672104,0.05343941],"study_design_scores_gemma":[0.01214511,0.0003897825,0.003627856,0.1762019,0.002643374,0.0002824455,0.001963647,0.001942282,0.000617631,0.03075998,0.7689642,0.0004618125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0009742103,0.006041953,0.01858395,0.009351362,0.004629306,0.3967219,0.5457441,0.006601871,0.01135141],"genre_scores_gemma":[0.001641235,0.00242082,0.06435168,0.001294574,0.0001597208,0.8999313,0.02430857,0.0006776773,0.005214426],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9190322,"threshold_uncertainty_score":0.8433851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258912535824329,"score_gpt":0.3019271115885888,"score_spread":0.2693379862303455,"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."}}