{"id":"W6904762902","doi":"10.1371/journal.pone.0296193.s002","title":"Search strategy.","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; Risk factor; Catheter; Cochrane Library","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009561377,0.004256784,0.01400746,0.03627419,0.00165702,0.005385891,0.005285373,0.004284335,0.3950396],"category_scores_gemma":[0.03907919,0.002129235,0.005498596,0.02868484,0.001276591,0.005704449,0.005046831,0.003200449,0.06136408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009962393,"about_ca_system_score_gemma":0.02369047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451488,"about_ca_topic_score_gemma":0.01615901,"domain_scores_codex":[0.9923471,0.001585779,0.003963538,0.0009257505,0.000784632,0.0003931772],"domain_scores_gemma":[0.9825397,0.008987312,0.003245217,0.0005846295,0.003784157,0.0008589929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008674518,0.00006243485,0.0004708611,0.7800972,0.0009544354,0.0003072245,0.0005147487,0.0002392656,0.0003970802,0.002434533,0.1716189,0.0420359],"study_design_scores_gemma":[0.003780017,0.0003823478,0.002567759,0.5253949,0.003426267,0.0004452791,0.0008499695,0.0005054988,0.0003849984,0.004578433,0.4574892,0.0001952643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002484251,0.06938893,0.005728863,0.008553021,0.001941158,0.1674944,0.6973699,0.002066703,0.0449727],"genre_scores_gemma":[0.01037292,0.1103751,0.02345815,0.01319224,0.0008785392,0.6605031,0.1241697,0.001613356,0.05543678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6049604,"threshold_uncertainty_score":0.8629026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09296455182659785,"score_gpt":0.3712236907639281,"score_spread":0.2782591389373302,"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."}}