{"id":"W4205797375","doi":"10.1007/s11695-021-05823-x","title":"Bariatric Patient Experience with Virtual Care During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Saskatchewan; University of Manitoba","funders":"","keywords":"Patient experience; Pandemic; Coronavirus disease 2019 (COVID-19); Patient care; Telemedicine; MEDLINE; Patient-centered care","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":[0.00252867,0.0001434875,0.0002052357,0.0002459686,0.00308815,0.002806544,0.0005399979,0.000955108,0.008299272],"category_scores_gemma":[0.01142433,0.0001682722,0.0002728847,0.0002574194,0.001068523,0.001578834,0.004927021,0.001938801,0.0004987728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744051,"about_ca_system_score_gemma":0.002679013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541867,"about_ca_topic_score_gemma":0.01065516,"domain_scores_codex":[0.9978039,0.001288358,0.00007115953,0.00009954323,0.0002002536,0.0005367832],"domain_scores_gemma":[0.9943136,0.001423807,0.0005907689,0.0001547123,0.0003401714,0.003177003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003060037,0.005452686,0.3530401,0.0004416791,0.0002122381,0.007088916,0.3370927,0.001900175,0.002227697,0.009746562,0.07245265,0.2072845],"study_design_scores_gemma":[0.0002498703,0.004172486,0.2298964,0.0004536591,0.0000958552,0.003001377,0.6719047,0.00316656,0.0006921942,0.002425421,0.0837553,0.0001862967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786493,0.0001608313,0.0003076035,0.007563709,0.0001960864,0.00004656474,0.000133462,0.00002926608,0.01291311],"genre_scores_gemma":[0.9971957,0.0001129183,0.0002523488,0.001033799,0.00004993541,0.00003125358,0.00005951745,0.00001031653,0.001254293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008299272,"threshold_uncertainty_score":0.02776378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536822035484585,"score_gpt":0.3050716196521915,"score_spread":0.2697033992973457,"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."}}