{"id":"W2165841559","doi":"10.1016/j.jmig.2009.08.025","title":"Extracorporeal Knot Tying","year":2009,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Knot tying; Tying; Medicine; Knot (papermaking); Extracorporeal; Rope; Instrumentation (computer programming); Trainer; Surgery; Computer science; Engineering; Algorithm; Operating system","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":[0.0004519951,0.0003422487,0.0002952491,0.001171145,0.000874721,0.0006617826,0.0004951308,0.0006467667,0.007541975],"category_scores_gemma":[0.002779949,0.0001367163,0.0007456228,0.0005660076,0.0005792144,0.0009405844,0.0006798235,0.002089658,0.001163701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219966,"about_ca_system_score_gemma":0.0004068311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572509,"about_ca_topic_score_gemma":0.0004295427,"domain_scores_codex":[0.9996118,0.00004928162,0.00005570393,0.00006927634,0.0001304544,0.00008355732],"domain_scores_gemma":[0.9983126,0.0006267736,0.0002401849,0.0004981062,0.00009154436,0.0002308589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001629406,0.0006138865,0.04454697,0.000668276,0.0002952333,0.02186743,0.0008521636,0.0009655184,0.07071401,0.003739855,0.004853952,0.8492533],"study_design_scores_gemma":[0.0004979859,0.005333069,0.2059403,0.0008227197,0.00073574,0.4612747,0.0006193984,0.005800044,0.1585764,0.004329247,0.1558658,0.0002045675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8646313,0.01170941,0.05861777,0.001607575,0.002259487,0.0001762141,0.0002802212,0.001815979,0.05890209],"genre_scores_gemma":[0.9546211,0.003204017,0.01742657,0.0005677875,0.0007875098,0.00005077618,0.0002585081,0.0002462583,0.0228375],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007541975,"threshold_uncertainty_score":0.02523047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210923748088932,"score_gpt":0.2837419223527206,"score_spread":0.2626495475438274,"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."}}