{"id":"W4406511188","doi":"10.1016/j.ysur.2016.02.023","title":"10.1016/j.ysur.2016.02.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Stoma care and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colostomy; General surgery; Surgery","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":[0.0006727371,0.001023475,0.0004961974,0.001382539,0.0008621575,0.002324782,0.00084831,0.003013605,0.8753434],"category_scores_gemma":[0.001430437,0.0003701598,0.0005670222,0.0006597121,0.0006426316,0.002105099,0.001177736,0.001458163,0.7985485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007299407,"about_ca_system_score_gemma":0.001240103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335089,"about_ca_topic_score_gemma":0.002380796,"domain_scores_codex":[0.9997452,0.00002130924,0.00002663764,0.0000623366,0.00007019321,0.00007432047],"domain_scores_gemma":[0.9991066,0.0001324807,0.0001354769,0.00003955635,0.000181496,0.0004043906],"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":[0.0003336236,0.0003924981,0.008923916,0.0006693926,0.00004458853,0.0006012911,0.0001512478,0.00023361,0.0007094318,0.003722813,0.2491862,0.7350313],"study_design_scores_gemma":[0.00008755101,0.0002306464,0.01178442,0.001779385,0.00007023579,0.005762628,0.0005659005,0.0004099567,0.0006261439,0.005187362,0.9734551,0.00004058761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0114985,0.0212966,0.003579135,0.01237397,0.004101092,0.0001497233,0.003658619,0.002174228,0.9411681],"genre_scores_gemma":[0.02943955,0.008081693,0.002950404,0.003138754,0.001353668,0.0001119149,0.00251748,0.0003702753,0.9520362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1246566,"threshold_uncertainty_score":0.1778076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009254334238706134,"score_gpt":0.2074913274641737,"score_spread":0.1982369932254675,"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."}}