{"id":"W4296720495","doi":"10.2196/38461","title":"Patient-Reported Outcome Dashboards Within the Electronic Health Record to Support Shared Decision-making: Protocol for Co-design and Clinical Evaluation With Patients With Advanced Cancer and Chronic Kidney Disease","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health; Peterson Center on Healthcare","keywords":"Medicine; Dashboard; Health care; Medical record; Clinical trial; Protocol (science); Quality of life (healthcare); Decision support system; Family medicine; Physical therapy; Nursing; Alternative medicine; Surgery; Computer science","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":[0.081523,0.003745506,0.003642453,0.002860073,0.004648398,0.003590945,0.00367338,0.005240805,0.05514324],"category_scores_gemma":[0.07087751,0.002622128,0.005724221,0.003203436,0.003086488,0.002729245,0.004048314,0.006889951,0.01228098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006603765,"about_ca_system_score_gemma":0.03441653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102596,"about_ca_topic_score_gemma":0.006339372,"domain_scores_codex":[0.9485251,0.03504587,0.007083821,0.002344708,0.004173575,0.002827042],"domain_scores_gemma":[0.9435951,0.01450128,0.006384244,0.00971449,0.02258403,0.003221019],"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":[0.17827,0.08713409,0.008818342,0.06028721,0.002463649,0.002229287,0.008272156,0.010451,0.00848639,0.02419352,0.2014551,0.4079393],"study_design_scores_gemma":[0.3199199,0.05584391,0.02672231,0.03624551,0.001437824,0.0006305412,0.003963308,0.00831559,0.01068695,0.01301115,0.5224393,0.000783867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00127199,0.0000800491,0.003588754,0.0001358429,0.00009236425,0.9926795,0.001036265,0.00008005132,0.00103537],"genre_scores_gemma":[0.0005661146,0.00004811283,0.004161365,0.00003932521,0.000006336027,0.9948593,0.0001397252,0.000004474623,0.0001751937],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.081523,"threshold_uncertainty_score":0.43114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2802742878553485,"score_gpt":0.641115818426166,"score_spread":0.3608415305708176,"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."}}