{"id":"W4292230120","doi":"10.1097/corr.0000000000002313","title":"Cochrane in CORR®: Negative Pressure Wound Therapy for Surgical Wounds Healing by Primary Closure","year":2022,"lang":"en","type":"letter","venue":"Clinical Orthopaedics and Related Research","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Surgery; Wound healing; Wound care; Intensive care medicine; Surgical wound; Antibiotic prophylaxis; Infection control; Antibiotics; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002855676,0.0009653203,0.003903829,0.00643522,0.0007567097,0.003966559,0.002092646,0.004274266,0.1127167],"category_scores_gemma":[0.03444657,0.0007097942,0.002375655,0.005847052,0.001376819,0.003021524,0.001671826,0.004276105,0.02362013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732498,"about_ca_system_score_gemma":0.005424394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004736717,"about_ca_topic_score_gemma":0.006423819,"domain_scores_codex":[0.9951198,0.001420802,0.001049344,0.0003262778,0.001888684,0.0001950514],"domain_scores_gemma":[0.9783685,0.01318456,0.00309145,0.000741987,0.003570982,0.001042531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354519,0.00004604214,0.00008303281,0.0750246,0.0002728644,0.00007143146,0.00004496867,0.000140846,0.0001372977,0.002150045,0.6808879,0.2409055],"study_design_scores_gemma":[0.0003640026,0.00009735479,0.000722533,0.07653131,0.0004032461,0.0004578552,0.00004185572,0.00008403383,0.0001496841,0.001824509,0.9192823,0.00004136462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003739608,0.8385463,0.001058871,0.02265216,0.03984281,0.0009787291,0.004456134,0.0007646887,0.09132644],"genre_scores_gemma":[0.004822344,0.8739449,0.002169224,0.03376057,0.03401207,0.00160982,0.002376104,0.0005504359,0.04675452],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1127167,"threshold_uncertainty_score":0.3770747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249213590922226,"score_gpt":0.4446142951681835,"score_spread":0.3621221592589612,"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."}}