{"id":"W6977346788","doi":"10.6084/m9.figshare.7577039.v1","title":"Additional file 1: of The application of barbed suture during the partial nephrectomy may modify perioperative results: a systematic review and meta-analysis","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barbed suture; Perioperative; Nephrectomy; Subgroup analysis; Blood loss; Blood transfusion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001022987,0.0001085103,0.0009613929,0.00002737683,0.00005190239,0.000009086802,0.0001090686,0.00005867931,0.8484787],"category_scores_gemma":[0.001818667,0.00004327919,0.0005690948,0.0004220637,0.00001847113,0.00003181686,0.00005242282,0.0001313112,0.00009351727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316043,"about_ca_system_score_gemma":0.00004285072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004211406,"about_ca_topic_score_gemma":0.000003557991,"domain_scores_codex":[0.9988648,0.0001634826,0.0004366476,0.0001740153,0.0002738705,0.0000871665],"domain_scores_gemma":[0.9981513,0.0007941293,0.0003317829,0.0004506653,0.0002320046,0.00004012535],"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":[0.00004232214,0.00005906638,0.000004643764,0.1061513,0.02094253,0.000001742469,0.0002260918,0.00003438903,0.00007263055,0.0000230491,0.8724297,0.00001262108],"study_design_scores_gemma":[0.0009165835,0.00009073463,0.002375926,0.03305142,0.1380413,0.00004106603,0.0003436069,0.003309235,0.0008020937,0.00000276561,0.8207338,0.0002914392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007057554,0.004400907,2.001931e-7,0.0006794867,0.000001873714,0.001856271,0.9921777,0.000006653721,0.0008063474],"genre_scores_gemma":[0.1469166,0.00004882735,0.00007576177,0.001035817,0.00005784909,0.00750634,0.8344774,0.000021707,0.009859756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8483852,"threshold_uncertainty_score":0.2177246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265967576305023,"score_gpt":0.2778129723074284,"score_spread":0.2451532965443781,"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."}}