{"id":"W315752605","doi":"10.1016/j.soard.2006.04.031","title":"27","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009201685,0.0005516935,0.0002725046,0.001694874,0.0016055,0.003247652,0.001078375,0.00128023,0.311306],"category_scores_gemma":[0.003330364,0.0002227867,0.0005143642,0.0009663951,0.0009532324,0.001307239,0.001801856,0.001434165,0.1861885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202394,"about_ca_system_score_gemma":0.003566503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180421,"about_ca_topic_score_gemma":0.01582952,"domain_scores_codex":[0.9989008,0.000140782,0.00003933695,0.000150821,0.000611909,0.0001563218],"domain_scores_gemma":[0.9989936,0.0001435968,0.00003240295,0.0001735475,0.0005359714,0.0001208946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003094597,0.00006473117,0.0005719044,0.00008076533,0.000008375889,0.0001106553,0.000318272,0.0002359374,0.0003635991,0.2699362,0.6245551,0.1037235],"study_design_scores_gemma":[0.000005684147,0.00001002945,0.0009884008,0.00008513379,0.000005102219,0.0000960008,0.0002388722,0.00009875599,0.0004089796,0.01732737,0.9807274,0.000008388848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008769845,0.0004755042,0.001727229,0.003146157,0.0007595551,0.00005744887,0.000581227,0.0001581198,0.9922178],"genre_scores_gemma":[0.01197084,0.001020756,0.002254438,0.002188855,0.000231051,0.00007293725,0.001121425,0.0001724925,0.9809672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.688694,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946660917188591,"score_gpt":0.2259689921224537,"score_spread":0.2165023829505678,"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."}}