{"id":"W4405096030","doi":"10.1182/blood-2024-198042","title":"Virtual Care Use for Patients with Hematologic Malignancies - a Natural Policy Experiment","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Hematologic Neoplasms; Medicine; Ibrutinib; Intensive care medicine; Cancer; Internal medicine; Leukemia; Chronic lymphocytic leukemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02386262,0.0005160664,0.0007521879,0.0006702342,0.002189536,0.002230822,0.001783999,0.002320634,0.00682456],"category_scores_gemma":[0.03795427,0.0005969051,0.001488034,0.0008176441,0.003232145,0.002370694,0.002023771,0.004033294,0.0008874239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00662337,"about_ca_system_score_gemma":0.00874164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041039,"about_ca_topic_score_gemma":0.01600119,"domain_scores_codex":[0.9747016,0.01987009,0.0008018012,0.001661676,0.0009200507,0.002044688],"domain_scores_gemma":[0.9445037,0.03754526,0.009936115,0.00332512,0.00143272,0.003257034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1867637,0.227023,0.4268694,0.001664218,0.002342317,0.001354037,0.01153544,0.042098,0.002731747,0.02827869,0.01796969,0.05136977],"study_design_scores_gemma":[0.08918479,0.2778915,0.4030434,0.000617469,0.00197329,0.0005470247,0.01857314,0.1359731,0.004972039,0.04025688,0.02627516,0.0006921605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884621,0.0001144156,0.00134959,0.001790269,0.0001155605,0.003824227,0.001541172,0.00002986692,0.002772794],"genre_scores_gemma":[0.984852,0.00008811483,0.00219331,0.001079629,0.0001525799,0.009796245,0.0006605866,0.000008658884,0.001168817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386262,"threshold_uncertainty_score":0.1261991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155356125704188,"score_gpt":0.2662997052240449,"score_spread":0.2547461439670031,"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."}}