{"id":"W6904866140","doi":"10.1371/journal.pone.0296193.s001","title":"PRISMA 2009 checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstetrics and gynaecology; Test (biology); Vaginal delivery; Meta-analysis; Catheter; Evidence-based medicine; Urinary system","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":[0.07516279,0.004341032,0.008903411,0.01346297,0.002834641,0.007770886,0.009261203,0.004207331,0.3980796],"category_scores_gemma":[0.1903498,0.006000535,0.01371915,0.01635162,0.002846628,0.00423381,0.005499488,0.008912318,0.04163009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009072293,"about_ca_system_score_gemma":0.04692871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254812,"about_ca_topic_score_gemma":0.01755551,"domain_scores_codex":[0.949293,0.02263579,0.01986874,0.003695928,0.003526605,0.0009798984],"domain_scores_gemma":[0.8485525,0.09446459,0.01222998,0.01586064,0.02727989,0.001612435],"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":[0.00204071,0.0002763345,0.0006085195,0.3858371,0.00204397,0.0002041478,0.001369076,0.001794464,0.000338043,0.01284924,0.5482153,0.04442322],"study_design_scores_gemma":[0.01184431,0.0003736258,0.00348721,0.1271272,0.002700761,0.000258319,0.001906607,0.002297161,0.0006161764,0.03271465,0.8162269,0.0004469912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001073105,0.004532855,0.02387583,0.007670976,0.004304269,0.3159561,0.6251505,0.006939922,0.01049643],"genre_scores_gemma":[0.001784867,0.00195852,0.06990522,0.00126534,0.0001444708,0.8929034,0.02542363,0.0009574302,0.005657076],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9248372,"threshold_uncertainty_score":0.8585664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970571416959301,"score_gpt":0.3118184906993041,"score_spread":0.2821127765297111,"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."}}