{"id":"W2784154002","doi":"10.4018/978-1-61692-002-9","title":"Developments in Healthcare Information Systems and Technologies","year":2010,"lang":"en","type":"book","venue":"IGI Global eBooks","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Healthcare system; Information technology; Information system; Emerging technologies; Computer science; Business; Data science; Knowledge management; Engineering; Political science; Artificial intelligence","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":[0.001703875,0.001164635,0.0009404007,0.002493486,0.0009115934,0.006807574,0.0007710841,0.002030113,0.02318591],"category_scores_gemma":[0.002484975,0.0005979072,0.0006113286,0.006325873,0.002013042,0.006212065,0.001818359,0.004151658,0.01406542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002672439,"about_ca_system_score_gemma":0.004450447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519622,"about_ca_topic_score_gemma":0.003700415,"domain_scores_codex":[0.9983767,0.0003242579,0.0001487551,0.0001344147,0.000914644,0.000101163],"domain_scores_gemma":[0.9985802,0.0008342812,0.00008002937,0.0001054992,0.0002860806,0.0001140075],"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":[0.00002104089,0.0000778875,0.000177871,0.002265827,0.00003225305,0.0001578572,0.0009270525,0.0004508783,0.001032165,0.159998,0.4042958,0.4305634],"study_design_scores_gemma":[0.000005227286,0.00001552466,0.0002959857,0.0006472761,0.000006599533,0.0001763569,0.0001400196,0.0001249783,0.0001023203,0.01753284,0.9809455,0.000007541836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008737195,0.4584619,0.007218929,0.01830455,0.009371054,0.0001024743,0.00024288,0.0002631874,0.5051614],"genre_scores_gemma":[0.009165674,0.5774578,0.0165732,0.01329819,0.01236867,0.0001761732,0.0005649258,0.0001972839,0.370198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02318591,"threshold_uncertainty_score":0.0775646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101404903591475,"score_gpt":0.3659269871076735,"score_spread":0.3349129380717587,"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."}}