{"id":"W3104379557","doi":"10.1007/s11695-020-05097-9","title":"The Influence of Weight-Related Self-Esteem and Symptoms of Depression on Shape and Weight Concerns and Weight-Loss 12 Months After Bariatric Surgery","year":2020,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Weight loss; Medicine; Depression (economics); Body mass index; Weight change; Obesity; Weight gain; Body weight; Surgery; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.001073904,0.0003445387,0.0006733016,0.0005533279,0.0005798341,0.000985648,0.0004755913,0.0009061702,0.00186013],"category_scores_gemma":[0.004627106,0.0002679724,0.001590622,0.0005808854,0.0004393306,0.0007414042,0.0007970568,0.001757235,0.0002854504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857632,"about_ca_system_score_gemma":0.0007434552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300901,"about_ca_topic_score_gemma":0.02791495,"domain_scores_codex":[0.9993636,0.0001784704,0.00006214024,0.00007467339,0.0001030435,0.0002180295],"domain_scores_gemma":[0.9963398,0.0006955456,0.00118634,0.0001389097,0.0002792287,0.001360204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002298767,0.001115135,0.9915586,0.00001694678,0.0002906977,0.000120714,0.000195786,0.00006538493,0.0001932426,0.00001743261,0.0001066851,0.004020638],"study_design_scores_gemma":[0.000009943843,0.0002684411,0.99944,0.000002753808,0.00003763024,0.0000183509,0.0001088247,0.00005286363,0.00001716484,0.000007296423,0.0000326037,0.000004170115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991361,0.0002279474,0.00001596477,0.0000870666,0.00001739878,0.000006314149,0.00009851628,0.000001807651,0.0004088501],"genre_scores_gemma":[0.9992757,0.0001073842,0.00002553148,0.0000363707,0.00001921108,0.000006094853,0.0001729654,0.000001214507,0.0003555369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300901,"threshold_uncertainty_score":0.02586657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009520978450689466,"score_gpt":0.2150402119068299,"score_spread":0.2055192334561405,"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."}}