{"id":"W7115006092","doi":"10.1371/journal.pone.0338653.s004","title":"PRISMA checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Multivariate analysis; Cohort study; Meta-analysis; Heart failure; Multivariate statistics; Risk factor; Survival analysis","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":[0.07073253,0.004187727,0.008526837,0.01381258,0.003131638,0.009530314,0.01018863,0.005668123,0.4811531],"category_scores_gemma":[0.1760869,0.006411976,0.01420353,0.01598001,0.003304418,0.004191902,0.00776123,0.008213289,0.05701251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008451695,"about_ca_system_score_gemma":0.05658335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490261,"about_ca_topic_score_gemma":0.02134321,"domain_scores_codex":[0.9528889,0.02080753,0.01841764,0.00345388,0.003295948,0.001136072],"domain_scores_gemma":[0.8033642,0.1314156,0.01455261,0.0173402,0.0309623,0.00236511],"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":[0.001521825,0.0001991927,0.0005161035,0.3764676,0.00170861,0.0002161861,0.001214101,0.001306221,0.0003320291,0.010507,0.5707756,0.03523556],"study_design_scores_gemma":[0.01180639,0.0003177096,0.003418216,0.1569387,0.002475358,0.0002868261,0.001441289,0.001961486,0.0006788724,0.0338213,0.7862861,0.0005676772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0007760613,0.003948583,0.01656375,0.008119687,0.003049919,0.1808997,0.7663993,0.01059505,0.009648085],"genre_scores_gemma":[0.002466686,0.002911338,0.09419342,0.002595133,0.0002097947,0.8309553,0.05604162,0.00192291,0.008703832],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9292675,"threshold_uncertainty_score":0.7400721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126864320281007,"score_gpt":0.2794179273919136,"score_spread":0.2581492841891035,"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."}}