{"id":"W4389243803","doi":"10.1182/blood-2023-178270","title":"Remote Monitoring of Patients after Allogeneic Stem Cell Transplantation: A Mobile Phone Application to Report Symptoms, Vital Signs and Activity in Real Time","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Computer science; Wearable computer; Vital signs; Medical emergency; Multimedia; Surgery; Embedded system","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":[0.000565781,0.0009603351,0.0005924665,0.0005039035,0.0001395633,0.0006050593,0.0005615045,0.0005946652,0.009652154],"category_scores_gemma":[0.001703551,0.000239155,0.000446312,0.0002232946,0.000102102,0.0004308952,0.0008636461,0.0004787155,0.00480137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009317347,"about_ca_system_score_gemma":0.0001926954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865581,"about_ca_topic_score_gemma":0.0003258307,"domain_scores_codex":[0.9996002,0.0001163342,0.00004338618,0.00009785548,0.00009876698,0.00004337961],"domain_scores_gemma":[0.9990966,0.0004518357,0.0001006289,0.00006914041,0.0001319695,0.0001498287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004609913,0.001220441,0.03444296,0.001961482,0.0002754983,0.003710508,0.0018704,0.002972772,0.09535828,0.000816969,0.1021982,0.7505627],"study_design_scores_gemma":[0.002170219,0.008280115,0.3226227,0.002340995,0.001213186,0.01880093,0.002011602,0.1493961,0.1438083,0.004241829,0.3439951,0.001118881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3374004,0.004594482,0.3711524,0.002915326,0.001002129,0.004608422,0.02179919,0.2227464,0.03378113],"genre_scores_gemma":[0.791863,0.00257759,0.1679692,0.003133983,0.0006919841,0.002550828,0.007636936,0.002760202,0.0208162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009652154,"threshold_uncertainty_score":0.03228974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009352996741536107,"score_gpt":0.2507329811656821,"score_spread":0.241379984424146,"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."}}