{"id":"W4406554107","doi":"10.1016/s1558-0164(12)70281-x","title":"10.1016/s1558-0164(12)70281-x","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; Surgery; Diabetes mellitus; 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":[0.0009321443,0.001996581,0.00123129,0.002453265,0.001826707,0.002637144,0.002246095,0.004722068,0.9878902],"category_scores_gemma":[0.001588492,0.0006237354,0.001078463,0.001831561,0.001126896,0.003532972,0.003132263,0.002131024,0.9888029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009695819,"about_ca_system_score_gemma":0.001190366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726234,"about_ca_topic_score_gemma":0.003744894,"domain_scores_codex":[0.9994115,0.00004815079,0.00005254201,0.0001715754,0.0001661926,0.0001500254],"domain_scores_gemma":[0.9981467,0.0004582672,0.0001182686,0.0001685459,0.0003147234,0.0007935232],"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":[0.0003424604,0.000274117,0.001016774,0.0004255247,0.00002646164,0.0002147151,0.0000874835,0.0003312941,0.001177933,0.004313334,0.3772267,0.6145632],"study_design_scores_gemma":[0.00006589061,0.0001044083,0.001080899,0.0002730572,0.00001246097,0.0002833651,0.00008895306,0.000175676,0.0003380632,0.0006573531,0.9969001,0.00001982371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004348576,0.0003725863,0.0003766557,0.000529259,0.0002943897,0.00008152298,0.0007052535,0.0005380851,0.9966673],"genre_scores_gemma":[0.0006392758,0.0001666376,0.0002688958,0.0002421959,0.00008980951,0.00004440071,0.0003911791,0.0001049988,0.9980526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01210976,"threshold_uncertainty_score":0.01727301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008825156166517457,"score_gpt":0.1941374347865585,"score_spread":0.1853122786200411,"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."}}