{"id":"W1999025150","doi":"10.1109/hicss.2012.569","title":"The Impact of IT on Quality of Care: Evaluation of an Integrated Chronic Disease Management System","year":2012,"lang":"en","type":"article","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medical prescription; Medicine; Health care; Integrated care; Fragmentation (computing); Quality (philosophy); Quality management; Disease; Disease management; Family medicine; Medical emergency; Management system; Nursing; Operations management; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01275201,0.0005329118,0.0006602637,0.001605097,0.0007807081,0.001547113,0.0007390167,0.0006355237,0.002232522],"category_scores_gemma":[0.02743524,0.0002573961,0.001674081,0.001607993,0.001075832,0.002207587,0.002352899,0.0008517863,0.000135688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052607,"about_ca_system_score_gemma":0.003919075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664805,"about_ca_topic_score_gemma":0.005423061,"domain_scores_codex":[0.9878992,0.00694068,0.001082671,0.0005142026,0.002701356,0.0008618733],"domain_scores_gemma":[0.9718484,0.01374213,0.005829841,0.00148605,0.00309393,0.003999596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0253052,0.04831835,0.7646034,0.0006525921,0.001856872,0.000245165,0.001803928,0.007983494,0.001038803,0.0007913213,0.0004933304,0.1469076],"study_design_scores_gemma":[0.006700315,0.14344,0.8210284,0.0002023866,0.001415596,0.0001510054,0.002724646,0.02082097,0.001708076,0.0005281345,0.00119548,0.00008507482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984612,0.00008921113,0.0002069749,0.0001268223,0.00001092856,0.0003265424,0.00007301108,0.000005549246,0.0006997887],"genre_scores_gemma":[0.9981852,0.00008133153,0.001029877,0.0000679314,0.00003053742,0.0003196115,0.000133313,0.000002068295,0.0001500876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275201,"threshold_uncertainty_score":0.06743991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663961413876666,"score_gpt":0.5577157129784335,"score_spread":0.3913195715907669,"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."}}