{"id":"W3197316035","doi":"10.1016/j.soard.2021.08.018","title":"Comment on: Are eHealth interventions for adults who are scheduled for or have undergone bariatric surgery as effective as usual care? A systematic review","year":2021,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Medicine; eHealth; Psychological intervention; Gastric bypass; Weight loss; Surgery; Weight Loss Surgery; Health care; Pandemic; Obesity; Telemedicine; Roux-en-Y anastomosis; Weight management; General surgery; Nursing; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","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":[0.04214082,0.002262892,0.007140277,0.004142961,0.001936853,0.003410072,0.004180953,0.01940458,0.03020611],"category_scores_gemma":[0.2307249,0.002037477,0.009771591,0.006555079,0.003475642,0.005981166,0.003563227,0.01463627,0.005665571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008992021,"about_ca_system_score_gemma":0.01896343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0297536,"about_ca_topic_score_gemma":0.04890857,"domain_scores_codex":[0.9587116,0.01407863,0.01560923,0.00259163,0.007359646,0.00164917],"domain_scores_gemma":[0.8122761,0.1296519,0.02324618,0.003013197,0.02885874,0.002953797],"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":[0.000997694,0.00002500458,0.001230848,0.1642344,0.006656821,0.0003396181,0.0005816787,0.000113291,0.0002517692,0.001073995,0.8088347,0.01566026],"study_design_scores_gemma":[0.008499342,0.0003457939,0.008178283,0.3086196,0.0347717,0.0005345694,0.001456729,0.0004117326,0.0007454333,0.006017136,0.6300717,0.0003479816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009245881,0.1335239,0.0005419401,0.6694011,0.1788665,0.00135618,0.01173851,0.0001589607,0.003488389],"genre_scores_gemma":[0.009934289,0.06862361,0.001392461,0.8691852,0.04274282,0.002415929,0.001381352,0.0001257483,0.004198589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04214082,"threshold_uncertainty_score":0.2228646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542097712265727,"score_gpt":0.356129582024283,"score_spread":0.3107086049016258,"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."}}