{"id":"W4395072456","doi":"10.1089/tmj.2023.0630","title":"Increased Virtual Visits to Physicians During the COVID-19 Pandemic and Estimated Impact on Physician Compensation: The Case of Lung and Colorectal Cancers, Chronic Obstructive Pulmonary Diseases, and Heart Failure in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Telehealth; COPD; Specialty; Pandemic; Heart failure; Colorectal cancer; Lung; Coronavirus disease 2019 (COVID-19); Internal medicine; Pulmonary disease; Transmission (telecommunications); Intensive care medicine; Compensation (psychology); Physical therapy; Family medicine; Telemedicine; Health care; Cancer; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001387521,0.0005646688,0.0003942207,0.001943753,0.00195702,0.00170361,0.002255993,0.0009259952,0.00214351],"category_scores_gemma":[0.003188392,0.0004819767,0.001011901,0.004107194,0.001341769,0.0005799038,0.001773601,0.001374396,0.0001737203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03568115,"about_ca_system_score_gemma":0.0291048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947034,"about_ca_topic_score_gemma":0.9949727,"domain_scores_codex":[0.997942,0.0002421905,0.00008713971,0.0002068211,0.0006441129,0.0008777379],"domain_scores_gemma":[0.9958304,0.0003965805,0.0009226481,0.000120766,0.001226141,0.00150354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006024757,0.00003232657,0.9971321,0.00001491841,0.00003962271,0.000117867,0.0002801637,0.0003039957,0.00004836626,0.00006573014,0.0004709911,0.001433672],"study_design_scores_gemma":[0.000006574607,0.00002213026,0.9974942,0.00001700286,0.00001637801,0.00005568944,0.001228713,0.000887236,0.00001647948,0.00002181466,0.0002248709,0.000008915776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995463,0.0006131699,0.0001111301,0.0006900487,0.00001606569,0.00003282672,0.001914895,0.000008308971,0.001150636],"genre_scores_gemma":[0.9978009,0.0002937469,0.0001132393,0.0001205262,0.00001469876,0.000007701539,0.001053097,0.00000316256,0.0005927736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03568115,"threshold_uncertainty_score":0.2588861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956442141309713,"score_gpt":0.3507638147769992,"score_spread":0.3311993933639021,"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."}}