{"id":"W4281858263","doi":"10.6004/jnccn.2022.5020","title":"The Future of Telemedicine in Oncology","year":2022,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Telemedicine; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Socioeconomic status; Telehealth; Health care; Family medicine; Medical emergency; Nursing; Internal medicine; Economic growth; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006371866,0.00007358966,0.0003042571,0.00008766846,0.0002315337,0.000003046733,0.0002315127,0.00003798394,0.0001287586],"category_scores_gemma":[0.0001835673,0.00003999546,0.000132845,0.0005438685,0.00008178538,0.00002539416,0.00009957037,0.0008091181,2.879654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077841,"about_ca_system_score_gemma":0.002161346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004182595,"about_ca_topic_score_gemma":0.0001457885,"domain_scores_codex":[0.9981282,0.0002475603,0.000515098,0.00006735193,0.0008667458,0.0001750523],"domain_scores_gemma":[0.9971828,0.0009537946,0.0006165675,0.00008928786,0.001084566,0.00007299974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005543892,0.0002505576,0.07757737,0.0001403653,0.0004083028,0.00007545999,0.00141533,0.1211323,0.001092358,0.003811557,0.729641,0.0589116],"study_design_scores_gemma":[0.001478389,0.0004992149,0.2551784,0.0001011458,0.00003366782,0.0002090119,0.0005438604,0.0002045824,0.00001492614,0.002085643,0.7396192,0.00003203041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4102641,0.08908118,0.00001579582,0.4902224,0.008698977,0.0006935372,0.00002865986,0.000006254998,0.0009891618],"genre_scores_gemma":[0.9684201,0.00205856,0.00006794373,0.02466674,0.004598959,0.00001104621,0.000001257465,0.000008707004,0.0001666977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.558156,"threshold_uncertainty_score":0.3834135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06411557709359854,"score_gpt":0.4187124715446378,"score_spread":0.3545968944510393,"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."}}