{"id":"W4282935013","doi":"10.2196/36052","title":"A Web-Based, Provider-Driven Mobile App to Enhance Patient Care Coordination Between Dialysis Facilities and Hospitals: Development and Pilot Implementation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University; National Institute of Diabetes and Digestive and Kidney Diseases; Emory University","keywords":"Upload; Dialysis; Medicine; Descriptive statistics; Nursing; Medical emergency; Mobile apps; Download; Focus group; Web application; Business; World Wide Web; 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":[0.01065807,0.000737894,0.0004296438,0.001036944,0.0007758241,0.001209047,0.001175421,0.0007821155,0.001468824],"category_scores_gemma":[0.01558357,0.0006179785,0.0006856622,0.0004862596,0.0007208486,0.001410348,0.001597054,0.0008219473,0.0003295556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095151,"about_ca_system_score_gemma":0.003348108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816253,"about_ca_topic_score_gemma":0.005316583,"domain_scores_codex":[0.9953513,0.002638991,0.0003940671,0.0003334157,0.0007090429,0.0005730981],"domain_scores_gemma":[0.9878588,0.006514898,0.000774393,0.0007233889,0.002705837,0.001422624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002991713,0.08621251,0.2654528,0.004619228,0.0004869885,0.004025732,0.05340331,0.002780571,0.02612282,0.0007108097,0.005891158,0.5473023],"study_design_scores_gemma":[0.004559131,0.2009234,0.6654369,0.001623113,0.001171371,0.004198158,0.04402922,0.01177342,0.03283255,0.0004938002,0.03255736,0.0004016457],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902256,0.00007879466,0.003181354,0.0001424014,0.00001751513,0.005143617,0.0001624869,0.0001452094,0.0009029869],"genre_scores_gemma":[0.9430265,0.0004215474,0.04652451,0.0004324967,0.00003194264,0.007798888,0.0004843357,0.00006398903,0.001215692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065807,"threshold_uncertainty_score":0.05636597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195601883435533,"score_gpt":0.3905276647498763,"score_spread":0.358571645915521,"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."}}