{"id":"W4400823276","doi":"10.26502/jsr.10020368","title":"Patient and Provider Perspectives on Telemedicine use in Canadian Gastroenterology Clinics during the COVID-19 pandemic: A Survey study","year":2024,"lang":"en","type":"article","venue":"Journal of Surgery and Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Telemedicine; Pandemic; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Medical emergency; Internal medicine; Virology; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904781,0.0001779622,0.0002936969,0.001229367,0.002325634,0.00122146,0.0005856371,0.0004908829,0.002085207],"category_scores_gemma":[0.005714425,0.000308523,0.0004729209,0.003134323,0.0008503626,0.0005263722,0.0009075679,0.0007467272,0.000161434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281563,"about_ca_system_score_gemma":0.01052729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8772554,"about_ca_topic_score_gemma":0.9031779,"domain_scores_codex":[0.9979827,0.0003675105,0.0002001616,0.0001686266,0.0007070742,0.0005739073],"domain_scores_gemma":[0.9941067,0.001085087,0.001603717,0.00007948006,0.001524115,0.00160096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270566,0.0001451369,0.9667799,0.0001467226,0.00003064522,0.0002435096,0.02261573,0.00006825115,0.0003356455,0.00005596545,0.001284533,0.008166915],"study_design_scores_gemma":[0.00001024328,0.0001472346,0.9721115,0.00005093448,0.00001157465,0.0001505918,0.02591597,0.0002139876,0.00006064191,0.000007799651,0.001298474,0.00002088404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974458,0.0001641913,0.00003583357,0.0003416279,0.00000413222,0.00007073873,0.0007414921,0.000003105744,0.00119307],"genre_scores_gemma":[0.998858,0.0002444451,0.0001287251,0.0002016425,0.000005000012,0.00003732384,0.0002620723,0.000001936894,0.0002608611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227446,"threshold_uncertainty_score":0.2469348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2634519243903453,"score_gpt":0.4846324413919519,"score_spread":0.2211805170016067,"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."}}