{"id":"W4230563970","doi":"10.1002/dmrr.2855","title":"Poster","year":2016,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"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":[0.0009765229,0.001251975,0.0007568735,0.001312026,0.001830433,0.005164842,0.001909871,0.002278968,0.7569951],"category_scores_gemma":[0.001927567,0.000425956,0.0008645983,0.001150949,0.0005480259,0.003154645,0.004556923,0.002237143,0.5334824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009131277,"about_ca_system_score_gemma":0.001736904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111786,"about_ca_topic_score_gemma":0.00148152,"domain_scores_codex":[0.9990087,0.0001305971,0.00007423363,0.0002677351,0.0003576164,0.0001611933],"domain_scores_gemma":[0.9987128,0.000118254,0.00006638784,0.0001579265,0.0004676697,0.0004770192],"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":[0.0001648461,0.00008046164,0.0003997586,0.0003623255,0.000009537301,0.0001935684,0.0001115819,0.0001203768,0.0006716123,0.004947127,0.8808033,0.1121355],"study_design_scores_gemma":[0.00001736008,0.00002529249,0.0004019716,0.00009789789,0.000004114103,0.0001368997,0.00007545005,0.00006550796,0.0001720713,0.001312732,0.9976844,0.000006376996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003309367,0.005334678,0.00601029,0.01415645,0.02964333,0.0004684706,0.009795565,0.004080877,0.927201],"genre_scores_gemma":[0.01277797,0.002959474,0.002540109,0.003027836,0.005202466,0.0001878335,0.007875114,0.0009715537,0.9644576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2430049,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410209757642135,"score_gpt":0.3724408155080123,"score_spread":0.278338717931591,"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."}}