{"id":"W1987488281","doi":"10.1115/1.4027038","title":"NOTES Closure of Esophageal Punctures and Fistulas Using Suction Countertraction and Nitinol Clips1","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Closure (psychology); Suction; Medicine; General surgery; Surgery; Engineering; Mechanical engineering; Political science","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":[0.0006082788,0.0007959855,0.0006136333,0.001081582,0.0008515165,0.0009059932,0.0006746632,0.001096473,0.001968187],"category_scores_gemma":[0.00277448,0.0003088862,0.001127041,0.0004875558,0.0007311573,0.001246253,0.0006358172,0.002045623,0.000735988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271965,"about_ca_system_score_gemma":0.0005124306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000562101,"about_ca_topic_score_gemma":0.001616312,"domain_scores_codex":[0.9994217,0.00008416021,0.0001272509,0.00008076314,0.0001994613,0.0000866605],"domain_scores_gemma":[0.9985618,0.0005208302,0.0002999629,0.0003115214,0.00007958752,0.000226214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00966418,0.001238213,0.04582296,0.001510158,0.0005210486,0.2148843,0.001140279,0.0009218323,0.1263229,0.001792627,0.007010299,0.5891712],"study_design_scores_gemma":[0.0009354664,0.01015778,0.1521975,0.000481701,0.000512837,0.6997433,0.0006879188,0.006053451,0.09689795,0.001408274,0.03072813,0.0001957956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887445,0.01731811,0.06712636,0.001498323,0.001756532,0.0002995321,0.0003840062,0.001212542,0.02295969],"genre_scores_gemma":[0.9529422,0.003312777,0.0361394,0.0006177694,0.001321165,0.0000803064,0.0002261404,0.0001028061,0.005257469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968187,"threshold_uncertainty_score":0.006584227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986332575962461,"score_gpt":0.3198661502361151,"score_spread":0.3000028244764905,"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."}}