{"id":"W159722152","doi":"","title":"Comprehensive Analysis of Clinical Information Flow in an Integrated Delivery Network","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Information flow; Informatics; Health informatics; Electronic health record; Health records; Process management; Health information technology; Computer science; Knowledge management; Health care; Medicine; Business; Nursing; Public health; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005094631,0.00009937411,0.0004164264,0.000473977,0.00003607685,0.00005212951,0.0001576246,0.0001597179,0.0001203773],"category_scores_gemma":[0.0001152207,0.00008974432,0.0001127796,0.0017463,0.00004370457,0.0009936611,0.00004559113,0.0001895912,0.00002664639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004434211,"about_ca_system_score_gemma":0.0000142061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557419,"about_ca_topic_score_gemma":0.003495805,"domain_scores_codex":[0.9982353,0.00003977014,0.0007938319,0.0001394974,0.0001378204,0.0006537258],"domain_scores_gemma":[0.9992793,0.00003603106,0.0002959117,0.0001923248,0.0001594122,0.00003704947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002097772,0.00005801141,0.6557245,0.00004482855,0.0001006424,0.000003642072,0.00004916518,0.004118977,1.728151e-7,0.001403988,0.001282884,0.3371922],"study_design_scores_gemma":[0.0002682926,0.000005107815,0.6615117,0.000008258724,0.00006018382,1.672223e-7,0.0001167081,0.2173385,2.335544e-7,0.00002842687,0.1205957,0.00006673572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972838,0.00007486179,0.0003764886,0.0003619313,0.0007023884,0.0002750459,0.000006050072,0.00007843984,0.0008410419],"genre_scores_gemma":[0.9981627,0.00003475818,0.0001887562,0.0009785325,0.0004697882,0.00002358972,0.0001294918,0.000005302612,0.000007025486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3371255,"threshold_uncertainty_score":0.3866069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391254343473529,"score_gpt":0.2692146444135612,"score_spread":0.2153021009788259,"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."}}