{"id":"W4382632402","doi":"10.1007/s11695-023-06698-w","title":"Factors Associated with Excess Skin After Bariatric Surgery: a Mixed-Method Study","year":2023,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Université du Québec à Montréal; Université de Sherbrooke; Cégep de l'Outaouais; Ottawa Hospital; Institut du Savoir Montfort; Montreal Clinical Research Institute; Université du Québec en Outaouais; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Psychosocial; Anthropometry; Body mass index; Anxiety; Psychological intervention; Clinical psychology; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003001732,0.001309713,0.001433699,0.001217913,0.001192211,0.002155356,0.001612215,0.001665275,0.004732032],"category_scores_gemma":[0.007110056,0.001519967,0.003174318,0.002018314,0.0007374731,0.001834442,0.00163294,0.001491414,0.0007252428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006877876,"about_ca_system_score_gemma":0.0007799612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005294351,"about_ca_topic_score_gemma":0.007698516,"domain_scores_codex":[0.9965742,0.001640983,0.0004423129,0.0006075811,0.0002935744,0.0004414696],"domain_scores_gemma":[0.995401,0.001463238,0.001725289,0.0006302674,0.0003301536,0.0004501029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003150536,0.001161475,0.9903505,0.0001486366,0.002254055,0.000135392,0.000515331,0.00005265854,0.0002483553,0.00008706119,0.0001998423,0.001696112],"study_design_scores_gemma":[0.0008623897,0.002838373,0.9879465,0.0001288952,0.00206552,0.000662707,0.003400987,0.001117952,0.0001498942,0.0002104945,0.0005416042,0.00007465863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982991,0.0006526295,0.0003348486,0.00004512448,0.00003193586,0.00006695017,0.0003128889,0.000004216135,0.0002524577],"genre_scores_gemma":[0.9978392,0.0003040201,0.0005280327,0.0001267893,0.00007603113,0.0001832155,0.0004333084,0.000008826046,0.000500665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005294351,"threshold_uncertainty_score":0.01587486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746539565783067,"score_gpt":0.2885529601120269,"score_spread":0.2410875644541962,"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."}}