{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00780833,0.0002435355,0.0004241543,0.006777302,0.0007791927,0.002009427,0.0004151094,0.0004230772,0.0009929404],"category_scores_gemma":[0.02546893,0.0002327771,0.0004679108,0.00733692,0.0003716711,0.003211173,0.0008199973,0.0004760288,0.0001356638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091293,"about_ca_system_score_gemma":0.00605096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840572,"about_ca_topic_score_gemma":0.01679993,"domain_scores_codex":[0.9960049,0.001718987,0.0003902931,0.0004133771,0.00115914,0.0003132414],"domain_scores_gemma":[0.9842532,0.008680173,0.001799571,0.0007253209,0.004088823,0.0004529987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008264678,0.0007203371,0.4908347,0.0006889817,0.0003740832,0.0005022068,0.00497547,0.04080458,0.002938116,0.0214896,0.005350976,0.4304945],"study_design_scores_gemma":[0.0001185063,0.001281657,0.7171892,0.0003851603,0.0003290765,0.0003758045,0.007027528,0.2233838,0.00468585,0.02020115,0.0248935,0.0001286759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502425,0.0008198139,0.03791692,0.001252072,0.0000215994,0.0006994423,0.002646708,0.000296391,0.006104506],"genre_scores_gemma":[0.9493576,0.0004404075,0.04589941,0.0001018772,0.00001361804,0.0002143539,0.002845952,0.00001952853,0.001107403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01840572,"threshold_uncertainty_score":0.04129487,"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."}}