{"id":"W6885926926","doi":"10.1371/journal.pone.0304654.s001","title":"PRISMA 2020 checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochrane Library; Blood loss; Dynamic hip screw; Fluoroscopy; Complication; Population; Systematic review","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":[0.06835896,0.004446017,0.008550283,0.01428542,0.002503768,0.006942148,0.009697049,0.004061933,0.4379555],"category_scores_gemma":[0.1698262,0.005960606,0.01208808,0.01576381,0.00334186,0.004083861,0.005270396,0.008053484,0.03691386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007869489,"about_ca_system_score_gemma":0.0420958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172363,"about_ca_topic_score_gemma":0.01650924,"domain_scores_codex":[0.9554353,0.02057085,0.01658062,0.003027016,0.003384023,0.001002256],"domain_scores_gemma":[0.8358651,0.1157952,0.01102699,0.01187934,0.02397378,0.001459551],"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":[0.002421942,0.0002851191,0.0004887022,0.4611073,0.00181605,0.0002016904,0.001196727,0.00156683,0.0003312527,0.01156718,0.471297,0.04772023],"study_design_scores_gemma":[0.01437208,0.0004513495,0.003477249,0.1306634,0.003105701,0.0002594657,0.002054625,0.003372046,0.0008530081,0.03323425,0.8076593,0.0004975528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001372315,0.004410973,0.02519621,0.007461531,0.004393965,0.3012875,0.6314886,0.01172145,0.01266728],"genre_scores_gemma":[0.002337324,0.001839603,0.08162466,0.001139102,0.0001517435,0.8847057,0.02023715,0.001347391,0.006617367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.931641,"threshold_uncertainty_score":0.8016882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080597424657347,"score_gpt":0.2985172140406583,"score_spread":0.2777112397940849,"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."}}