{"id":"W4249978931","doi":"10.1016/j.soard.2018.11.007","title":"Authers’ Response","year":2018,"lang":"en","type":"letter","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":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Accreditation; Surgery; Balloon; General surgery; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.003500628,0.0009815744,0.001502158,0.001003294,0.007115029,0.006899906,0.002244388,0.09568071,0.02541878],"category_scores_gemma":[0.04016274,0.0008202763,0.001837881,0.0005989234,0.003192283,0.00330996,0.003559627,0.05145297,0.01848184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005707043,"about_ca_system_score_gemma":0.006831492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007729158,"about_ca_topic_score_gemma":0.01346118,"domain_scores_codex":[0.9949015,0.0009166514,0.0004684783,0.0007450127,0.001277393,0.001690964],"domain_scores_gemma":[0.9902621,0.003850225,0.001037727,0.000375651,0.002017776,0.002456473],"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":[0.00002105981,0.00001741014,0.0004601822,0.00002661521,0.00001074942,0.00164449,0.0001472748,0.00003526044,0.00006137899,0.001352062,0.9936816,0.002541994],"study_design_scores_gemma":[0.00006501275,0.00004547772,0.001202394,0.0004668585,0.00003197341,0.001506724,0.001113864,0.0003184043,0.0001754511,0.005924491,0.989075,0.00007430016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003985435,0.0004739142,0.00006481474,0.9640292,0.02971017,0.00002213981,0.0000916155,0.00004585537,0.005163832],"genre_scores_gemma":[0.002529531,0.0003159535,0.00008424595,0.9631088,0.01690845,0.00004561993,0.00003568123,0.00002357378,0.01694825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09568071,"threshold_uncertainty_score":0.08503431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182930404491994,"score_gpt":0.2508396703026741,"score_spread":0.2325466298534747,"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."}}