{"id":"W2123973805","doi":"10.1089/lap.2015.0124","title":"Experience with Thoracoscopic Repair of Long Gap Esophageal Atresia in Neonates","year":2015,"lang":"en","type":"article","venue":"Journal of Laparoendoscopic & Advanced Surgical Techniques","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Surgery; Atresia; Pouch; Dissection (medical); Thoracoscopy; Chest tube; Gastrostomy; Pneumothorax","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":[0.000800933,0.0005938409,0.0002903939,0.0005358622,0.0004823053,0.000435594,0.0005361259,0.0004752709,0.001760653],"category_scores_gemma":[0.002725701,0.0002327638,0.000613869,0.0002731736,0.00040626,0.0005233118,0.0007142645,0.0005513327,0.0004189015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516481,"about_ca_system_score_gemma":0.0003596612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004052746,"about_ca_topic_score_gemma":0.0009868334,"domain_scores_codex":[0.9993299,0.0001704232,0.0000980229,0.0001185288,0.0001288103,0.0001543013],"domain_scores_gemma":[0.9986153,0.0003534309,0.0003000779,0.0001101271,0.0001151772,0.0005058595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005831799,0.001187821,0.7971845,0.0002742028,0.0002882722,0.04979882,0.003444699,0.001057846,0.01591881,0.0001212471,0.001112339,0.1290284],"study_design_scores_gemma":[0.0001092638,0.008356826,0.4442701,0.0001607764,0.000222082,0.5248278,0.002193237,0.00144433,0.01109813,0.0001671062,0.007064272,0.0000860881],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969989,0.001144494,0.001105635,0.00007744142,0.00003196174,0.00001169029,0.00002569859,0.00002616931,0.0005779479],"genre_scores_gemma":[0.9959941,0.0009694078,0.002145834,0.0001028822,0.00007853979,0.00001299714,0.0001170386,0.0000151612,0.0005640397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760653,"threshold_uncertainty_score":0.005890012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818138345404381,"score_gpt":0.337658401584172,"score_spread":0.3094770181301282,"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."}}