{"id":"W2606719182","doi":"10.2196/resprot.6198","title":"Mobile Application to Promote Adherence to Oral Chemotherapy and Symptom Management: A Protocol for Design and Development","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Chemotherapy; Intervention (counseling); Protocol (science); Intensive care medicine; Usability; Physical therapy; Alternative medicine; Surgery; Nursing","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":[0.04452359,0.003223551,0.002610742,0.00348198,0.004041924,0.003132814,0.002663563,0.005662762,0.05943184],"category_scores_gemma":[0.0401181,0.002030523,0.003330264,0.002037975,0.002914349,0.002293102,0.002690658,0.006363468,0.01582456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004285334,"about_ca_system_score_gemma":0.02474694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046667,"about_ca_topic_score_gemma":0.006760415,"domain_scores_codex":[0.9821216,0.01025706,0.00280468,0.001016824,0.002471106,0.001328701],"domain_scores_gemma":[0.9757639,0.007684068,0.001603772,0.003205238,0.01034192,0.001401033],"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":[0.03483935,0.03561882,0.003304927,0.07564193,0.0005122281,0.002397679,0.01277382,0.005423594,0.01693957,0.02598049,0.2336893,0.5528783],"study_design_scores_gemma":[0.06528515,0.02557419,0.01039285,0.03969152,0.0006248209,0.0007517261,0.003703412,0.004463405,0.009067184,0.0129646,0.8269174,0.0005636946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009739246,0.0001791523,0.004394094,0.0001732062,0.0001791234,0.9916203,0.0006344647,0.0001108657,0.00173479],"genre_scores_gemma":[0.0005260989,0.0001846198,0.007706125,0.00009552619,0.00001378061,0.990862,0.00009275002,0.000007916715,0.0005111249],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05943184,"threshold_uncertainty_score":0.235466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3732771123827268,"score_gpt":0.5942342106643401,"score_spread":0.2209570982816133,"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."}}