{"id":"W4406431751","doi":"10.1016/j.ysur.2016.02.015","title":"10.1016/j.ysur.2016.02.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Leak; Perforation; Anastomosis; Surgery; General surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007550734,0.001071118,0.00052711,0.001464304,0.0009074835,0.002524598,0.0009217102,0.002920663,0.8775427],"category_scores_gemma":[0.001423207,0.0004530013,0.0006195584,0.0006573021,0.000791133,0.002193874,0.001251437,0.001472558,0.8388938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523423,"about_ca_system_score_gemma":0.00103486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757689,"about_ca_topic_score_gemma":0.001789606,"domain_scores_codex":[0.9997442,0.00001833931,0.0000236188,0.0000761105,0.00007335687,0.00006431299],"domain_scores_gemma":[0.9990749,0.0001471332,0.0001306466,0.0000644692,0.0001997701,0.000383044],"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":[0.0003539934,0.0002304327,0.006611354,0.000594996,0.00004414773,0.0007085055,0.000155988,0.0003365502,0.001697744,0.004671864,0.255376,0.7292184],"study_design_scores_gemma":[0.00005665607,0.0001397465,0.007798732,0.0009363969,0.00004554362,0.005212286,0.0003493933,0.0003695067,0.0010022,0.004694864,0.9793616,0.00003299419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01008441,0.01812195,0.006175846,0.009822702,0.00384146,0.0001553231,0.005009434,0.003239175,0.9435498],"genre_scores_gemma":[0.02280666,0.00529197,0.003697225,0.002346953,0.0009824213,0.00009281932,0.00305506,0.0004789818,0.9612479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1224573,"threshold_uncertainty_score":0.1746703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00676119848395035,"score_gpt":0.1975891171502105,"score_spread":0.1908279186662602,"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."}}