{"id":"W4406496130","doi":"10.1016/j.ysur.2012.08.006","title":"10.1016/j.ysur.2012.08.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Adipokine; Insulin resistance; Type 2 diabetes; Internal medicine; Endocrinology; Type 2 Diabetes Mellitus; Diabetes mellitus; Insulin","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":[0.0007337078,0.0009292206,0.0004741202,0.001595342,0.0008386045,0.002258023,0.0007994121,0.002883716,0.9103512],"category_scores_gemma":[0.001794607,0.0003303889,0.0005294702,0.0007801243,0.0006300155,0.002147343,0.001409548,0.001347261,0.8381396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008097671,"about_ca_system_score_gemma":0.001256241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009315,"about_ca_topic_score_gemma":0.003033816,"domain_scores_codex":[0.9997049,0.00002931705,0.00002802606,0.00007080711,0.00007548621,0.00009146009],"domain_scores_gemma":[0.9989744,0.0001684491,0.0001377364,0.00004529899,0.0001752509,0.0004987037],"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":[0.0002613101,0.000335258,0.009014386,0.0003914488,0.00003842751,0.0002887525,0.0001166944,0.0002120394,0.0004078059,0.004219742,0.3025705,0.6821436],"study_design_scores_gemma":[0.00009286613,0.0001792756,0.01163,0.001302551,0.00005899638,0.002686575,0.000505715,0.0004170029,0.0004490255,0.005066522,0.9775749,0.00003655202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007953399,0.01009463,0.002107959,0.01141474,0.002757565,0.00009453767,0.003402374,0.001353627,0.9608213],"genre_scores_gemma":[0.02087288,0.004215287,0.001895622,0.002237085,0.0008918312,0.00007822906,0.002072314,0.0002855023,0.9674513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08964878,"threshold_uncertainty_score":0.1278731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008572383525278454,"score_gpt":0.1988892304239391,"score_spread":0.1903168468986607,"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."}}