{"id":"W2792188129","doi":"10.1016/j.psym.2018.03.005","title":"The Psychosocial Effects of Perioperative Complications After Bariatric Surgery","year":2018,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Psychosocial; Perioperative; Medicine; Surgery; General surgery; Psychiatry","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":[0.001105741,0.0002527497,0.0004026627,0.000603632,0.00100807,0.00132463,0.0003306243,0.000694371,0.002882276],"category_scores_gemma":[0.01063222,0.0001710958,0.0008834931,0.0006871193,0.0006427731,0.0006919275,0.001141163,0.00146662,0.0001759377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006207878,"about_ca_system_score_gemma":0.0009576638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317825,"about_ca_topic_score_gemma":0.01162525,"domain_scores_codex":[0.9986556,0.0005059045,0.0001182887,0.0000728721,0.0002534426,0.0003938091],"domain_scores_gemma":[0.9951416,0.00132602,0.001536731,0.0001083802,0.0003696828,0.00151764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008488665,0.001066888,0.961432,0.0001714341,0.0006802434,0.0007566078,0.00130356,0.0001744079,0.0004701781,0.0003343398,0.0005228486,0.03223857],"study_design_scores_gemma":[0.000008919852,0.0002207041,0.9975925,0.00003728463,0.00007514282,0.0001608926,0.001409068,0.0000454388,0.00003411756,0.0001142567,0.0002899851,0.0000116902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927768,0.003122391,0.00004199906,0.001096658,0.0000954529,0.00001299602,0.0001356185,0.000001666847,0.002716394],"genre_scores_gemma":[0.9982851,0.001118366,0.00004346046,0.0001782404,0.0000958125,0.000006006332,0.00008657069,0.00000134703,0.0001849961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004317825,"threshold_uncertainty_score":0.009642184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483164023625659,"score_gpt":0.2925225623156233,"score_spread":0.2776909220793667,"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."}}