{"id":"W6906418114","doi":"10.17605/osf.io/pcvw6","title":"COSTS ASSOCIATED WITH SURGICAL SITE INFECTIONS AMONG SOLID ORGAN TRANSPLANT RECIPIENTS: A SCOPING REVIEW PROTOCOL","year":2024,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Observational study; Grey literature; Health care; Organ transplantation; Protocol (science); Inclusion (mineral); Intervention (counseling); MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004462119,0.0003972256,0.0007488139,0.0002595788,0.0002178375,0.0001524489,0.0002221978,0.0002954036,0.4504437],"category_scores_gemma":[0.001660257,0.0003452889,0.0003848543,0.001108572,0.0001845042,0.0004351919,0.0002365746,0.0009300664,0.2048653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817247,"about_ca_system_score_gemma":0.0003552542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347033,"about_ca_topic_score_gemma":0.00024339,"domain_scores_codex":[0.9951457,0.0008914727,0.0009665735,0.001790835,0.0006887527,0.0005166458],"domain_scores_gemma":[0.9968249,0.000753982,0.0002489252,0.001450657,0.0003027667,0.0004188334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001148874,0.004131314,0.9120003,0.01559829,0.001979638,0.002258322,0.0009205813,0.0002366998,0.003040365,0.0003459674,0.004155767,0.05418386],"study_design_scores_gemma":[0.01117701,0.00009996206,0.3078845,0.5514091,0.002634467,0.004202206,0.00003249968,0.001621896,0.01273803,0.0003625172,0.1057096,0.002128224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4194368,0.0000245427,0.003718979,0.0008466298,0.0005240243,0.1729314,0.0000438943,0.002094704,0.400379],"genre_scores_gemma":[0.7323672,0.0008801951,0.0002060288,0.0004216501,0.0002929458,0.1560157,0.0003401309,0.0002293007,0.1092469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6041158,"threshold_uncertainty_score":0.9998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517799740030153,"score_gpt":0.3264267311205496,"score_spread":0.3112487337202481,"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."}}