{"id":"W3034984862","doi":"10.1177/2043886920924675","title":"Strategic IT investment decision: BuyPro Health GPO","year":2020,"lang":"en","type":"article","venue":"Journal of Information Technology Teaching Cases","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Business; Purchasing; Procurement; Leverage (statistics); Negotiation; Order (exchange); Investment (military); Position (finance); Marketing; Finance","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":[0.003685977,0.0004566227,0.0002935863,0.0007079149,0.003904775,0.009487223,0.001183785,0.01822193,0.03363321],"category_scores_gemma":[0.01270545,0.0006858377,0.0004889994,0.0006739062,0.001453262,0.003730977,0.002568926,0.01222211,0.00629529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007543163,"about_ca_system_score_gemma":0.02550552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0475424,"about_ca_topic_score_gemma":0.09485728,"domain_scores_codex":[0.9945651,0.0006822122,0.0001731825,0.0005188404,0.002373624,0.001686978],"domain_scores_gemma":[0.9911286,0.001693263,0.0001727031,0.0002273641,0.002293711,0.004484367],"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":[0.00009184102,0.00005421054,0.001015145,0.00004712405,0.0000115261,0.0006455444,0.0002503454,0.0001111755,0.0005332435,0.02744722,0.950955,0.01883763],"study_design_scores_gemma":[0.00006167106,0.0001381189,0.001784348,0.0001106059,0.00001273874,0.00029779,0.0009845422,0.0004155493,0.0005112821,0.003723854,0.9919099,0.0000496406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01425887,0.001316726,0.001554743,0.7182717,0.01143512,0.0005471589,0.0006316858,0.0003946604,0.2515893],"genre_scores_gemma":[0.08720812,0.000865427,0.002439457,0.5327495,0.00289849,0.0003539856,0.0005397593,0.0002375004,0.3727077],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0475424,"threshold_uncertainty_score":0.1125143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09446343423786412,"score_gpt":0.4393968880766624,"score_spread":0.3449334538387983,"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."}}