{"id":"W4406557861","doi":"10.1016/j.ysur.2013.12.001","title":"10.1016/j.ysur.2013.12.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Fistula; Surgery; General 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":[0.0007005555,0.001156326,0.0005298369,0.00178602,0.0009243807,0.00234527,0.0009245856,0.003387202,0.8963476],"category_scores_gemma":[0.001638798,0.0003924011,0.0006656623,0.0007753101,0.0007482158,0.002235676,0.001508537,0.001597657,0.836226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009381459,"about_ca_system_score_gemma":0.001253626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878373,"about_ca_topic_score_gemma":0.002971418,"domain_scores_codex":[0.9996849,0.00002985662,0.00003097106,0.00007664688,0.00008675842,0.00009082064],"domain_scores_gemma":[0.9989787,0.0001632033,0.0001539885,0.00004956823,0.0001907531,0.0004637796],"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":[0.0002928828,0.0003657726,0.007841112,0.0005536326,0.00004151791,0.0005954705,0.0001346605,0.0002332479,0.0006035583,0.00421814,0.2732946,0.7118254],"study_design_scores_gemma":[0.00007466014,0.0001623589,0.008211516,0.001409494,0.00004859201,0.004669859,0.0004085775,0.0003001399,0.000438733,0.003996666,0.9802462,0.0000333538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008090379,0.01724401,0.002666682,0.01093054,0.003232177,0.0001255182,0.003566202,0.001982249,0.9521622],"genre_scores_gemma":[0.02070048,0.007089856,0.002642431,0.003100931,0.001186295,0.00009823301,0.002369577,0.0003882994,0.9624239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1036524,"threshold_uncertainty_score":0.1478476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873237134833039,"score_gpt":0.1957475256738641,"score_spread":0.1870151543255337,"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."}}