{"id":"W3216608404","doi":"10.2196/33265","title":"Remote Monitoring of Patients With Hematologic Malignancies at High Risk of Febrile Neutropenia: Exploratory Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Vital signs; Intraclass correlation; Neutropenia; Febrile neutropenia; Emergency medicine; Heart rate; Intensive care medicine; Internal medicine; Surgery; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422303,0.0003957991,0.0004551848,0.0004247447,0.0005463728,0.0004675711,0.0003010589,0.0004530667,0.001263639],"category_scores_gemma":[0.003126819,0.0002287009,0.0006503363,0.000401822,0.0003826696,0.0004686677,0.0005810484,0.000534034,0.0002504426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769213,"about_ca_system_score_gemma":0.001031388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007886441,"about_ca_topic_score_gemma":0.001022535,"domain_scores_codex":[0.9992201,0.0004053353,0.00007117551,0.0001091583,0.00009251299,0.0001015391],"domain_scores_gemma":[0.9982854,0.0005292749,0.0005387196,0.0001516442,0.0002298232,0.0002651553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004889592,0.006875308,0.9691075,0.0002376498,0.0001437766,0.001062146,0.001571815,0.0001740317,0.001860976,0.00007811764,0.0002091783,0.01378984],"study_design_scores_gemma":[0.0009762914,0.07000941,0.9183927,0.0001228905,0.0002755996,0.002423932,0.004404935,0.0009080848,0.001029292,0.0001167121,0.001296499,0.00004373559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994625,0.00008264431,0.0001198112,0.00001481409,0.000001924632,0.0001517573,0.00002928832,0.000001334525,0.0001359072],"genre_scores_gemma":[0.9988583,0.0001129697,0.0004989118,0.00007303141,0.00001501263,0.0002831805,0.00009340369,0.000001183138,0.000064058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001422303,"threshold_uncertainty_score":0.007521927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185870935909098,"score_gpt":0.3664925038221395,"score_spread":0.3146337944630486,"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."}}