{"id":"W4406388638","doi":"10.1016/s1558-0164(12)70185-2","title":"10.1016/s1558-0164(12)70185-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Surgery; Endocrinology","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":[0.001002421,0.00225438,0.001461478,0.002729544,0.001993139,0.002898718,0.002492127,0.005385487,0.9892212],"category_scores_gemma":[0.001639322,0.0007025328,0.001287936,0.002069342,0.001305847,0.004054497,0.003315563,0.00245333,0.990037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036192,"about_ca_system_score_gemma":0.001223254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003641936,"about_ca_topic_score_gemma":0.003637937,"domain_scores_codex":[0.9993104,0.00005499255,0.00006058059,0.0002190902,0.000180401,0.0001745293],"domain_scores_gemma":[0.9980795,0.0005067457,0.000114656,0.0001689309,0.0003290499,0.0008009516],"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":[0.0004101435,0.0003023117,0.00107869,0.0004900486,0.00003251819,0.0002698078,0.00009638037,0.0003915175,0.001331458,0.004308085,0.3767346,0.6145545],"study_design_scores_gemma":[0.00007684693,0.0001242995,0.0009798993,0.0003099369,0.00001421208,0.0003438852,0.00009580132,0.0001948438,0.0003334941,0.0006500513,0.9968549,0.00002172244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004415262,0.0003939865,0.0004131915,0.0005346109,0.000308314,0.00009279629,0.0007387431,0.0005697662,0.9965071],"genre_scores_gemma":[0.0006246527,0.0001800908,0.0002807113,0.0002757015,0.00009406804,0.00004970922,0.0003969474,0.0001093403,0.9979887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01077878,"threshold_uncertainty_score":0.01537454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00896191509650233,"score_gpt":0.1948060850371401,"score_spread":0.1858441699406377,"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."}}