{"id":"W4389109367","doi":"10.1055/a-2195-3032","title":"Parenteral Fosfomycin in Gastrointestinal Surgery: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Drug Research","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fosfomycin; Medicine; Surgery; Intensive care medicine; Antibiotics; Biology; Microbiology","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":[],"consensus_categories":[],"category_scores_codex":[0.006779027,0.001337807,0.008431375,0.006682224,0.0005190901,0.002195705,0.001734291,0.002405525,0.003744729],"category_scores_gemma":[0.03456032,0.0009033405,0.006569242,0.007249406,0.001002865,0.002094484,0.001193134,0.001139562,0.0002283682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376209,"about_ca_system_score_gemma":0.009306956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007706626,"about_ca_topic_score_gemma":0.01848625,"domain_scores_codex":[0.9927,0.003001618,0.002235405,0.0005532586,0.001265865,0.0002438408],"domain_scores_gemma":[0.9724347,0.01969499,0.005688658,0.0002942561,0.001612712,0.0002746601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002327741,0.00001079746,0.0005050897,0.9773691,0.005452873,0.00006046859,0.00008066821,0.00005821867,0.00006861504,0.00008704139,0.0005743064,0.0154999],"study_design_scores_gemma":[0.000411488,0.0003268198,0.003669115,0.9311851,0.05258054,0.000349411,0.0001815236,0.00008500055,0.000133528,0.0001944725,0.01085521,0.00002772473],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000867099,0.9984735,0.00005468016,0.0001299741,0.00005274687,0.0001556211,0.0001460838,0.000003674959,0.0001167045],"genre_scores_gemma":[0.01954462,0.9788174,0.0004068039,0.0004296915,0.00007334736,0.0005044176,0.0001399631,0.000003610652,0.00008017525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008431375,"threshold_uncertainty_score":0.03585136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3665350704326333,"score_gpt":0.5350459208950055,"score_spread":0.1685108504623721,"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."}}