{"id":"W3100446339","doi":"10.2196/24222","title":"Virtual Cancer Care During the COVID-19 Pandemic and Beyond: A Call for Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Pandemic; Telehealth; Medicine; Context (archaeology); Telemedicine; Health care; Intervention (counseling); Cancer; Medical emergency; Nursing; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001883169,0.0001293655,0.0002140871,0.00003677013,0.0002057143,0.0000193107,0.00006219642,0.00009215462,0.0002393255],"category_scores_gemma":[0.0003877148,0.00009058252,0.00005985358,0.0001377533,0.00005377646,0.00005640733,0.00003415178,0.0001890646,0.000002823163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133604,"about_ca_system_score_gemma":0.002306044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304907,"about_ca_topic_score_gemma":0.00518309,"domain_scores_codex":[0.9988925,0.00004785241,0.0001790661,0.0002907106,0.0003226369,0.000267223],"domain_scores_gemma":[0.9989904,0.0001460247,0.00007474786,0.0001491903,0.0001864373,0.0004531546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004579492,0.00004544968,0.6145489,0.006427385,0.0002376502,0.00001928842,0.1180971,0.0011722,0.01084675,0.0001214496,0.04822982,0.1956745],"study_design_scores_gemma":[0.01617094,0.0009815934,0.3655645,0.0002306946,0.0005593127,0.00003307965,0.005760631,0.004862071,0.000495407,0.00008995956,0.6048024,0.0004494879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884694,0.008658799,0.00009690226,0.1033718,0.0001985804,0.002614212,0.0002033152,0.00008195634,0.00008049257],"genre_scores_gemma":[0.9293959,0.000760677,0.00001186518,0.06700765,0.0009299824,0.001649583,0.00002031934,0.00002310507,0.0002009547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565725,"threshold_uncertainty_score":0.4090824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409701491044539,"score_gpt":0.4791743262850249,"score_spread":0.3382041771805711,"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."}}