{"id":"W2582044069","doi":"10.1016/j.soard.2007.03.139","title":"P71","year":2007,"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":"Université Laval","funders":"","keywords":"Medicine; Weight loss; Surgery; Obesity; Internal medicine","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":[0.0005246186,0.0006827638,0.0005415404,0.001504219,0.001703388,0.003410125,0.0009859368,0.002517066,0.7871687],"category_scores_gemma":[0.002560242,0.0003187903,0.0005351008,0.001211538,0.0005231151,0.001357211,0.001382926,0.001690651,0.6536501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005914,"about_ca_system_score_gemma":0.001850643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005916257,"about_ca_topic_score_gemma":0.0141293,"domain_scores_codex":[0.9995709,0.00004560031,0.00002166718,0.00006305849,0.0002318157,0.00006693389],"domain_scores_gemma":[0.9987251,0.0002334072,0.00003755018,0.0001009018,0.0006200713,0.0002830062],"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":[0.00002843989,0.00002807331,0.0001637929,0.00005585764,0.000002159067,0.0000671581,0.00002225753,0.00003090674,0.0001851361,0.003433577,0.9182018,0.07778095],"study_design_scores_gemma":[0.00001226574,0.00001737119,0.0006337863,0.00007041704,0.000002437602,0.0001025981,0.00004239551,0.00004157733,0.00008488385,0.001329465,0.9976586,0.000004336665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000401779,0.001107448,0.0004745581,0.004996042,0.004717816,0.00009957064,0.001021289,0.0002885275,0.9868929],"genre_scores_gemma":[0.0007861127,0.0003985226,0.0001647495,0.001598298,0.0007310449,0.00002956045,0.0003944674,0.0000599263,0.9958373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2128313,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323867276339131,"score_gpt":0.253568853296659,"score_spread":0.2403301805332677,"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."}}