{"id":"W4206080216","doi":"10.2196/preprints.24222","title":"Virtual Cancer Care During the COVID-19 Pandemic and Beyond: A Call for Evaluation (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"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; Nursing; Coronavirus disease 2019 (COVID-19); Medical emergency; Family medicine; Disease; Political science; Internal medicine","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":[0.09105863,0.001266336,0.002424023,0.001285784,0.006051189,0.00941412,0.003658261,0.008584573,0.01736713],"category_scores_gemma":[0.1691739,0.0007516576,0.006237155,0.001973205,0.003169031,0.007690562,0.006932582,0.007137752,0.002223749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01810915,"about_ca_system_score_gemma":0.05299807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015189,"about_ca_topic_score_gemma":0.03012688,"domain_scores_codex":[0.9135041,0.06637895,0.005452555,0.0009401357,0.008355897,0.005368464],"domain_scores_gemma":[0.844894,0.07927542,0.00846905,0.007056825,0.03846786,0.02183677],"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":[0.0417488,0.05711663,0.01763392,0.02389324,0.001910992,0.001074302,0.01305438,0.002928053,0.0009770924,0.01167796,0.3143284,0.5136562],"study_design_scores_gemma":[0.1092602,0.229656,0.1015608,0.09317247,0.004794698,0.0006175658,0.07210848,0.004412317,0.004065594,0.01462603,0.3645215,0.001204351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"commentary","genre_scores_codex":[0.243663,0.01077017,0.009161802,0.2764139,0.02839951,0.3647671,0.01758734,0.001359181,0.04787815],"genre_scores_gemma":[0.3579877,0.008026927,0.0491133,0.1189458,0.0041544,0.4468308,0.006005393,0.0003673404,0.008568315],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09105863,"threshold_uncertainty_score":0.4815698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586193038269186,"score_gpt":0.4659690954038349,"score_spread":0.3073497915769162,"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."}}