{"id":"W2590161241","doi":"10.1016/j.psym.2017.02.004","title":"Evidence for Neurocognitive Improvement After Bariatric Surgery: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Psychosomatics","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Neurocognitive; Medicine; Surgery; Psychiatry; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002185192,0.0008873538,0.008836279,0.0004202308,0.0001647526,0.0001199227,0.000451817,0.0003987612,0.0001101879],"category_scores_gemma":[0.01206761,0.0006001152,0.003406714,0.0004321691,0.00005514748,0.0001745265,0.00009745623,0.000451773,0.0002994923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636285,"about_ca_system_score_gemma":0.0007630884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003189894,"about_ca_topic_score_gemma":8.175298e-7,"domain_scores_codex":[0.9948283,0.000339574,0.00285207,0.0007647281,0.0006110696,0.0006042337],"domain_scores_gemma":[0.986657,0.007866015,0.002695906,0.002125794,0.000350489,0.0003048607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002165704,0.00008766441,0.00002206447,0.8146737,0.0006463906,0.00004696803,0.00001519403,6.528571e-10,8.11502e-9,0.000007089361,0.00455007,0.1799292],"study_design_scores_gemma":[0.0001837093,0.00008871004,0.00001656537,0.7740749,0.0340132,0.0001664057,0.000003364729,0.000002654406,7.2623e-8,0.00003576963,0.1909664,0.0004483463],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.900302e-7,0.9801753,0.0002643177,0.0003360109,0.001858178,0.01700192,0.0000966753,0.00009764323,0.0001692032],"genre_scores_gemma":[0.000004945051,0.9860299,0.0005534932,0.001723691,0.0006453628,0.009575177,0.00009153681,0.0001516619,0.001224227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1864163,"threshold_uncertainty_score":0.999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419019800787268,"score_gpt":0.4364180340091551,"score_spread":0.1945160539304283,"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."}}