{"id":"W2781734131","doi":"10.1097/imi.0000000000000425","title":"A New Device for Securing Sternal Wires after Median Sternotomy","year":2018,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care Research Institute; Kardium (Canada)","funders":"","keywords":"Median sternotomy; Sternum; Medicine; Computer security; Computer science; Surgery","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":[0.0007557382,0.0005031847,0.0003412493,0.00156341,0.0001928384,0.0004309139,0.0005038432,0.000398435,0.001943202],"category_scores_gemma":[0.001772261,0.000178662,0.0005584291,0.0003965574,0.0003657172,0.0006121653,0.000439603,0.0005559381,0.0004902911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393926,"about_ca_system_score_gemma":0.0002026841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708837,"about_ca_topic_score_gemma":0.000325034,"domain_scores_codex":[0.9993327,0.00009048956,0.0001204267,0.0001104602,0.0002906276,0.00005514808],"domain_scores_gemma":[0.9987382,0.0003747063,0.000445288,0.0001653792,0.0001485152,0.0001279183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003264667,0.001329287,0.105713,0.001333692,0.000341457,0.006482264,0.00046018,0.0006608171,0.1597387,0.0005477844,0.004287389,0.7158407],"study_design_scores_gemma":[0.002066646,0.0469498,0.5970616,0.0009685328,0.001272945,0.1915417,0.0003856303,0.007835542,0.07809152,0.0005668041,0.07305529,0.0002039386],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223197,0.01484869,0.05558736,0.0005533801,0.001143137,0.0002986663,0.0005546582,0.000880292,0.003814261],"genre_scores_gemma":[0.9357279,0.003260285,0.05630066,0.0004316583,0.0005421633,0.0002631785,0.0007210962,0.00005525055,0.00269785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943202,"threshold_uncertainty_score":0.006500661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016671578182226,"score_gpt":0.3174260678496951,"score_spread":0.3007544896674691,"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."}}