{"id":"W2160188551","doi":"10.12927/hcq..18420","title":"Project Profile: New Computing Model Helps Hamilton Health Sciences Address Changing Business Requirements","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Scalability; Business model; Health care; Engineering management; Computer science; Business case; Process management; Knowledge management; Business; Engineering; Marketing; Operating system; Economics","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":[0.001729287,0.0003139383,0.0001637193,0.0004736245,0.00217969,0.003111297,0.001402535,0.001285934,0.01694331],"category_scores_gemma":[0.001875213,0.0003070529,0.0002250069,0.0009097679,0.0009639697,0.001628428,0.001554977,0.001376817,0.003686488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0056175,"about_ca_system_score_gemma":0.01778231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0836618,"about_ca_topic_score_gemma":0.1539445,"domain_scores_codex":[0.9975644,0.0005779483,0.00006280887,0.0002224446,0.001031516,0.0005408867],"domain_scores_gemma":[0.9967732,0.000168832,0.00006837425,0.0002699559,0.0008384777,0.001881302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007772361,0.001690829,0.03023079,0.0004560916,0.00003097294,0.002287855,0.006422201,0.00472471,0.04281438,0.04480444,0.4518629,0.4138976],"study_design_scores_gemma":[0.0006740478,0.001808576,0.02055427,0.00009020117,0.00004407842,0.002063743,0.005680477,0.01843647,0.01771454,0.006417549,0.9263954,0.000120726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3754577,0.0006605617,0.09823021,0.09071015,0.001293747,0.005236077,0.002545109,0.005938222,0.4199283],"genre_scores_gemma":[0.6461937,0.0006793122,0.118022,0.00725582,0.0003262551,0.00165774,0.003127412,0.0007146947,0.2220231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0836618,"threshold_uncertainty_score":0.1663496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398623552656026,"score_gpt":0.461679039747099,"score_spread":0.3218166844814964,"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."}}