{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305181,0.0001143692,0.0002156343,0.0001386214,0.0007786533,0.000009293821,0.00007156356,0.00002122458,0.0008708611],"category_scores_gemma":[0.0001632263,0.00007842615,0.00005958206,0.0004466429,0.00005116091,0.00005664931,0.00009056785,0.0002474654,0.000006276538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667733,"about_ca_system_score_gemma":0.0005212303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006781283,"about_ca_topic_score_gemma":0.00009496555,"domain_scores_codex":[0.9984706,0.0001495833,0.0002845409,0.0002429269,0.0005574739,0.0002948848],"domain_scores_gemma":[0.9989704,0.000343826,0.0001349338,0.0002798304,0.0000468603,0.0002241805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002361853,0.00005658488,0.9797019,0.0000919139,0.00001435179,0.0001320585,0.01178597,0.00003928328,0.00008964691,0.00001285268,0.003126885,0.004712373],"study_design_scores_gemma":[0.001134632,0.0006048235,0.8761814,0.00001165026,0.00005932263,0.0007466461,0.05270613,0.000009013846,0.0001822992,0.000004506863,0.06819646,0.000163122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974523,0.0003033429,0.00008379407,0.001237012,0.0002534125,0.0004644063,0.00002160795,0.000100925,0.00008316796],"genre_scores_gemma":[0.9935894,0.00004072307,0.00002087237,0.005799953,0.0001295185,0.0002038658,0.00008606393,0.00001463779,0.0001149532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035205,"threshold_uncertainty_score":0.9535319,"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."}}