{"id":"W2075330575","doi":"10.12927/hcq.2009.21093","title":"Integrated Care Needs Integrated Information Management and Technology","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Business; Incentive; Work (physics); Health care; Process management; Knowledge management; Process (computing); Component (thermodynamics); Quality (philosophy); Information technology; Best practice; Nursing; Medicine; Computer science; Management; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005312705,0.0003182722,0.0005002309,0.00122175,0.0007905141,0.0000292266,0.0002460584,0.0006358512,0.00005341149],"category_scores_gemma":[0.00003968126,0.0002797218,0.00003809955,0.001781603,0.00005439376,0.0004172763,0.00002127344,0.001478009,0.0004392897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270025,"about_ca_system_score_gemma":0.0009768815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229813,"about_ca_topic_score_gemma":0.001583425,"domain_scores_codex":[0.9962874,0.0006026939,0.001275064,0.0003073293,0.0002962347,0.001231296],"domain_scores_gemma":[0.9978422,0.00009009919,0.0003907725,0.0005443758,0.0007843195,0.0003482332],"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":[0.00008706329,0.0000223091,0.00808372,0.001682902,0.00002039674,0.000008561957,0.02513916,1.5292e-7,0.00002171776,0.03539968,0.005485504,0.9240488],"study_design_scores_gemma":[0.00221875,0.004402589,0.01312482,0.001565975,0.00002679709,0.00003439734,0.3621637,0.0002101001,0.00001120441,0.003845356,0.6118974,0.0004989294],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066152,0.01017156,0.007258229,0.118897,0.004272992,0.01367822,0.0002125582,0.004024076,0.03487017],"genre_scores_gemma":[0.9923562,0.0001850178,0.00132439,0.004578543,0.0001405216,0.0003708463,0.0002555968,0.00002570759,0.0007631315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9235499,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919321252135074,"score_gpt":0.3563217842205019,"score_spread":0.3371285716991512,"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."}}