{"id":"W2891059223","doi":"10.1016/j.jtcvs.2018.05.030","title":"Cable ties for chest closure: ZipFix or ZipFail?","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Randomized controlled trial; Medicine; Dehiscence; Median sternotomy; Surgery; Closure (psychology); Nothing","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":[0.0007579008,0.0005764159,0.0006869389,0.0006748327,0.002151202,0.002106472,0.0009148756,0.02234534,0.01577436],"category_scores_gemma":[0.00909135,0.0003675941,0.0008229656,0.0004233721,0.001569053,0.003733683,0.0007162027,0.01579001,0.004368695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613432,"about_ca_system_score_gemma":0.001507581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885746,"about_ca_topic_score_gemma":0.003993012,"domain_scores_codex":[0.9989138,0.000286057,0.0001796346,0.0001575912,0.0002031846,0.0002598014],"domain_scores_gemma":[0.9984289,0.0006207294,0.0002288977,0.00004322415,0.0001565068,0.0005217476],"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":[0.0002019398,0.0003010996,0.009112502,0.0001878105,0.00004251247,0.109574,0.0004703304,0.0002336296,0.0006205851,0.008939592,0.8242116,0.04610441],"study_design_scores_gemma":[0.00033944,0.000496823,0.007427856,0.002287074,0.00009711106,0.3051584,0.004129198,0.001465205,0.0006314421,0.03063047,0.6471689,0.0001680663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004704492,0.006670308,0.0004135164,0.9596478,0.01234523,0.00001712323,0.00005883992,0.00005260703,0.01609007],"genre_scores_gemma":[0.07349832,0.01006846,0.001187093,0.8001941,0.0952213,0.00004833265,0.00009537038,0.0000739157,0.01961302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02234534,"threshold_uncertainty_score":0.0527705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041751582622878,"score_gpt":0.3159070854159574,"score_spread":0.2654895695897286,"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."}}