{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047502,0.0001483577,0.0006063116,0.0001351242,0.0003638823,0.00004489988,0.00007166747,0.00006900135,0.00006195207],"category_scores_gemma":[0.001555849,0.00008511239,0.00005935408,0.0006931319,0.0003346374,0.00005336802,0.0000524855,0.0002287841,7.756331e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880911,"about_ca_system_score_gemma":0.0007762678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105769,"about_ca_topic_score_gemma":0.0007352808,"domain_scores_codex":[0.9977043,0.0003302399,0.000804227,0.0003826297,0.0004110103,0.0003676541],"domain_scores_gemma":[0.9975604,0.0003906742,0.000340455,0.0002312376,0.0002524655,0.001224705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004294412,0.00001084312,0.9771385,0.0003255973,0.0001675767,0.000007170654,0.004256656,0.000002473733,0.000009505377,0.00007567539,0.001681566,0.01589506],"study_design_scores_gemma":[0.003498424,0.0003119693,0.8635245,0.000002555344,0.00002068821,0.0002373894,0.00357905,0.0002869067,4.659551e-7,0.00001592491,0.1284545,0.00006763149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789068,0.005641988,0.0009056813,0.1129582,0.00006023854,0.001309881,0.00008700237,0.00004347915,0.00008678695],"genre_scores_gemma":[0.9522906,0.0007004373,0.00007664356,0.04637016,0.0002176078,0.0000958353,0.0002169293,0.000009703533,0.00002208704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267729,"threshold_uncertainty_score":0.3470783,"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."}}