{"id":"W2100581867","doi":"10.1136/hrt.2006.095935","title":"Pre-closure of femoral venous access sites used for large-sized sheath insertion with the Perclose device in adults undergoing cardiac intervention: Figure 1","year":2006,"lang":"en","type":"article","venue":"Heart","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Closure (psychology); Venous access; Vascular closure device; Femoral vein; Surgery; Intervention (counseling); Femoral artery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005997313,0.0001535133,0.0004219255,0.00008389383,0.0004141103,0.00002227949,0.0001491533,0.0001459388,0.0001164305],"category_scores_gemma":[0.00004481462,0.0001067358,0.0002244676,0.0002790859,0.0000271154,0.0001703433,0.0000556889,0.0002817977,0.00001121221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310429,"about_ca_system_score_gemma":0.0001793133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017866,"about_ca_topic_score_gemma":0.02252792,"domain_scores_codex":[0.9982845,0.0003367065,0.0004472152,0.0002574559,0.0002082629,0.0004658297],"domain_scores_gemma":[0.998924,0.0004104002,0.000180995,0.0002752928,0.0001587349,0.00005056932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001131441,0.0006762201,0.9843375,0.001357724,0.00005515577,0.000002224777,0.00638407,0.0001320029,0.0006046098,0.0002183215,0.00490996,0.000190735],"study_design_scores_gemma":[0.004883856,0.0005752027,0.9826956,0.001469166,0.0001353107,0.00000128148,0.002708373,0.0006395931,0.0003423881,0.0002142506,0.006112864,0.0002221325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953637,0.0005322748,0.0002288152,0.001811982,0.0001360059,0.001618524,0.00008065175,0.0000398546,0.0001882004],"genre_scores_gemma":[0.9982613,0.00002835896,0.0002757848,0.0002707402,0.0002273132,0.0002443208,0.0001809109,0.00002874941,0.0004825263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074132,"threshold_uncertainty_score":0.9953084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154446860042889,"score_gpt":0.3534316995972924,"score_spread":0.3218872309968635,"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."}}