{"id":"W4307585142","doi":"10.1200/op.22.00360","title":"Adaptation of Remote Symptom Monitoring Using Electronic Patient-Reported Outcomes for Implementation in Real-World Settings","year":2022,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Institute of Nursing Research; UroGen Pharma; AstraZeneca","keywords":"Workflow; Psychological intervention; Adaptation (eye); Medicine; Intervention (counseling); Formative assessment; Identification (biology); Process management; Medical education; Medical emergency; Nursing; Computer science; Psychology; Business","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":[0.09552149,0.0009391825,0.0006718026,0.001347516,0.001414275,0.002764396,0.002791966,0.0009100375,0.002869551],"category_scores_gemma":[0.1517718,0.0005318247,0.001649988,0.001078837,0.001678409,0.002594917,0.003739753,0.001821138,0.0004593659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003410199,"about_ca_system_score_gemma":0.01181406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737239,"about_ca_topic_score_gemma":0.003932556,"domain_scores_codex":[0.9310935,0.05265655,0.005229978,0.002215502,0.006468489,0.002336013],"domain_scores_gemma":[0.9188376,0.0464399,0.008855777,0.01387093,0.009714692,0.002281046],"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":[0.0008967452,0.01401487,0.05794021,0.003400603,0.0002336343,0.0002440236,0.02061235,0.003745613,0.003842703,0.001463996,0.003495108,0.8901101],"study_design_scores_gemma":[0.005888973,0.09394521,0.6396458,0.01626917,0.001564728,0.001635122,0.06964553,0.02992944,0.04934456,0.01266846,0.07825813,0.00120498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7154952,0.0007569978,0.169236,0.006353173,0.0004822934,0.08771464,0.0005305119,0.002336925,0.01709422],"genre_scores_gemma":[0.7415641,0.0004692224,0.2275998,0.00112556,0.0001090119,0.02787524,0.0002934881,0.0001065372,0.0008570655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09552149,"threshold_uncertainty_score":0.505172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119226952468219,"score_gpt":0.4252572569736518,"score_spread":0.3740649874489696,"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."}}