{"id":"W2584200972","doi":"10.1111/vsu.12619","title":"In vitro evaluation of square and surgeon's knots in large gauge suture","year":2017,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Polydioxanone; Knot (papermaking); Medicine; Suture line; Surgery; Orthodontics; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315127,0.0001207066,0.000430441,0.000192335,0.0000544146,0.00001641244,0.0000537684,0.0001121256,0.0002482256],"category_scores_gemma":[0.0005840114,0.0001022136,0.0001097361,0.00008636216,0.00005880096,0.0001814053,0.00006988934,0.0001353589,0.000003353908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003475723,"about_ca_system_score_gemma":0.00006991481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001923444,"about_ca_topic_score_gemma":0.0000242629,"domain_scores_codex":[0.9988166,0.0001439261,0.0002807477,0.000223097,0.0002947818,0.0002408105],"domain_scores_gemma":[0.9991054,0.0002908086,0.0001298195,0.000330694,0.00006625734,0.00007700361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002048416,0.0004518346,0.8992169,0.0003843488,0.00003684075,0.001609627,0.0002686917,0.000001502673,0.06664557,0.00005129378,0.000850371,0.02843464],"study_design_scores_gemma":[0.0011442,0.00007130523,0.9891631,0.0002816785,0.00002073742,0.00008634603,0.00009748889,0.0002011948,0.00222509,0.00008472559,0.006511407,0.0001127035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965084,0.001672914,2.933754e-7,0.0007418651,0.0002706211,0.0002073594,0.00002199591,0.000008161026,0.0005684238],"genre_scores_gemma":[0.9994075,0.0002537195,0.00001648167,0.0001007902,0.00009699453,0.00001871103,0.0000315315,0.0000121617,0.00006208238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08994626,"threshold_uncertainty_score":0.4168152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0718936093935263,"score_gpt":0.3493867293267485,"score_spread":0.2774931199332222,"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."}}