{"id":"W7111089062","doi":"10.1371/journal.pone.0332378.s001","title":"PRISMA 2020 checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds ratio; Incidence (geometry); Retrospective cohort study; Pancreatitis; Complication; Logistic regression; Pancreatic duct; Risk assessment; Prospective cohort study","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":[0.09077637,0.004213821,0.009569536,0.01534252,0.002621627,0.009055751,0.01153986,0.005772948,0.4147788],"category_scores_gemma":[0.1979188,0.006826201,0.01556715,0.01490729,0.00412202,0.004263434,0.007253806,0.008685752,0.05564275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008196643,"about_ca_system_score_gemma":0.04737559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166509,"about_ca_topic_score_gemma":0.01322508,"domain_scores_codex":[0.9266886,0.03758401,0.0248853,0.004714267,0.004525791,0.001602061],"domain_scores_gemma":[0.7794586,0.155539,0.01705586,0.0187453,0.02673246,0.002468777],"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":[0.001573115,0.0001123383,0.0004429016,0.3724945,0.00206078,0.0002475887,0.0009915228,0.001696523,0.0003632456,0.01774792,0.5698181,0.03245147],"study_design_scores_gemma":[0.01127842,0.0003103704,0.003184731,0.1391444,0.002546132,0.0004566759,0.001048937,0.004168724,0.0009743348,0.04647522,0.7897726,0.0006394812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0007684481,0.003620228,0.02730861,0.009632957,0.004170327,0.1536308,0.7751428,0.01634666,0.009379161],"genre_scores_gemma":[0.003034953,0.002242397,0.09978201,0.002723608,0.0003019594,0.8287425,0.05417303,0.002271389,0.006728048],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9092236,"threshold_uncertainty_score":0.834747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653157172476053,"score_gpt":0.2815252192993846,"score_spread":0.264993647574624,"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."}}