{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004357896,0.000256421,0.0002688125,0.001381843,0.001374765,0.004835982,0.0006374661,0.004145982,0.02810666],"category_scores_gemma":[0.009364499,0.0001362064,0.0004204355,0.00106228,0.002371473,0.005481536,0.002729173,0.004310292,0.002677901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003582113,"about_ca_system_score_gemma":0.005748309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731975,"about_ca_topic_score_gemma":0.005204132,"domain_scores_codex":[0.9979205,0.001060788,0.0001062698,0.0001233259,0.0005074546,0.0002817622],"domain_scores_gemma":[0.9874251,0.006330093,0.0008002194,0.0003870837,0.001941661,0.003115817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008614288,0.0001870334,0.003983465,0.001531964,0.00002368758,0.0003115677,0.000870952,0.0005132404,0.0004679786,0.1064463,0.3467801,0.5387976],"study_design_scores_gemma":[0.00001645327,0.0001224458,0.004389069,0.004163444,0.00001452799,0.0006638549,0.001821975,0.0003503795,0.0002028475,0.0305128,0.9577137,0.00002854185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003477602,0.2369912,0.001144191,0.6833211,0.008087062,0.00001761124,0.000167523,0.0001095885,0.0666841],"genre_scores_gemma":[0.2219691,0.5637134,0.00557815,0.1525279,0.02953566,0.00009483156,0.0002802372,0.000100518,0.02620024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02810666,"threshold_uncertainty_score":0.09402615,"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."}}