{"id":"W7116111513","doi":"10.1371/journal.pone.0338300.s005","title":"Consort checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cefazolin; Randomized controlled trial; Perioperative; Gold standard (test); Clinical trial; Negative-pressure wound therapy; Surgical wound; Vancomycin","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":[0.1147162,0.004010219,0.008486928,0.01325263,0.002335505,0.01045511,0.007898222,0.005592255,0.3976513],"category_scores_gemma":[0.252127,0.00421868,0.01182483,0.01643486,0.003469424,0.003515278,0.004622825,0.008307973,0.04570308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00651112,"about_ca_system_score_gemma":0.02982222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261554,"about_ca_topic_score_gemma":0.00515735,"domain_scores_codex":[0.9149643,0.04574056,0.02734294,0.003911522,0.006501446,0.001539163],"domain_scores_gemma":[0.7312976,0.1914058,0.02265529,0.02344797,0.02848991,0.002703371],"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":[0.005546434,0.0003071255,0.0005420888,0.3973843,0.002434373,0.0002571232,0.001029286,0.001507407,0.0003186001,0.02327767,0.4959491,0.07144653],"study_design_scores_gemma":[0.02646798,0.000910116,0.002907323,0.17817,0.003850755,0.0004180252,0.0008770861,0.002847705,0.0008967325,0.05632542,0.7258151,0.0005137484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.00117791,0.006109471,0.03342386,0.008590719,0.008978679,0.4043756,0.5109179,0.008634578,0.01779132],"genre_scores_gemma":[0.002562497,0.003288985,0.0606811,0.001771084,0.0005038874,0.8931007,0.02909187,0.001108029,0.007891881],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8852838,"threshold_uncertainty_score":0.8591772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574511793202757,"score_gpt":0.3271561571690406,"score_spread":0.3014110392370131,"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."}}