{"id":"W3049675232","doi":"10.2196/21607","title":"Consumer Reported Care Deferrals Due to the COVID-19 Pandemic, and the Role and Potential of Telemedicine: Cross-Sectional Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Pandemic; Health care; Medicine; Cross-sectional study; Deferral; Medical emergency; Family medicine; Coronavirus disease 2019 (COVID-19); Business; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002972981,0.0001849279,0.0002489848,0.001418882,0.0004542401,0.0008702663,0.0004945299,0.0006994052,0.00195913],"category_scores_gemma":[0.009834865,0.0003841357,0.0006337128,0.001650439,0.0004121153,0.0008185882,0.0009481764,0.001023621,0.0002667008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006117,"about_ca_system_score_gemma":0.0004497755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130664,"about_ca_topic_score_gemma":0.009618573,"domain_scores_codex":[0.9982492,0.0006498261,0.0002911573,0.0002113156,0.0004083183,0.0001902026],"domain_scores_gemma":[0.9882215,0.003673786,0.005677982,0.0004258815,0.001151081,0.0008498511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002521698,0.00005812561,0.998796,0.0000156586,0.00002997934,0.00002075501,0.0004100013,0.00001467139,0.00002766682,0.000006545776,0.00007342231,0.0005219962],"study_design_scores_gemma":[0.000002198079,0.00007907986,0.998398,0.000008303205,0.00001018784,0.00006660271,0.001245917,0.0000838024,0.0000151006,0.000003414082,0.0000850854,0.000002363824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987912,0.00009754381,0.00005399698,0.00007798081,0.000003998278,0.00002880257,0.0006036183,0.000002394186,0.0003404804],"genre_scores_gemma":[0.9991743,0.00009508579,0.00008391932,0.00006857099,0.000008253978,0.00003394992,0.0004388784,0.000001619132,0.00009543701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130664,"threshold_uncertainty_score":0.02248168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728396791532762,"score_gpt":0.3962477090338836,"score_spread":0.3234080298806074,"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."}}