{"id":"W2994886574","doi":"10.12927/hcq.2019.26021","title":"Case Study: Innovation Procurement for a Digital Services Platform","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Vendor; General partnership; Procurement; Business; Scale (ratio); Process management; Health care; Best practice; Knowledge management; Marketing; Operations management; Engineering management; Computer science; Engineering; Management; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004789579,0.0005788247,0.0003975643,0.001833345,0.01046024,0.004988379,0.00240738,0.005803187,0.008763728],"category_scores_gemma":[0.006925049,0.0004126763,0.0008898057,0.00182665,0.003444354,0.003016207,0.003691062,0.002513096,0.001541966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007118924,"about_ca_system_score_gemma":0.007988391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936881,"about_ca_topic_score_gemma":0.03584227,"domain_scores_codex":[0.9929408,0.003388062,0.0002117386,0.0004925828,0.00168889,0.001277888],"domain_scores_gemma":[0.9942881,0.00267734,0.0003326297,0.000506862,0.0007910114,0.001404041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000794839,0.004021711,0.04110035,0.001635466,0.00009845166,0.1559281,0.1789214,0.0189873,0.015394,0.3881732,0.0405052,0.1544401],"study_design_scores_gemma":[0.0001700596,0.001871718,0.01303067,0.0009417491,0.00007659107,0.0503265,0.2500358,0.02767953,0.01938858,0.02267116,0.6135848,0.000222925],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740203,0.0009300437,0.06181755,0.01271597,0.0003851508,0.001895439,0.0004319748,0.0002544866,0.1813664],"genre_scores_gemma":[0.9123942,0.000568099,0.04334503,0.0009360761,0.00006207082,0.0004408661,0.0001514486,0.00007349703,0.04202871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01936881,"threshold_uncertainty_score":0.05165166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250864925113521,"score_gpt":0.2910060145248596,"score_spread":0.2484973652737244,"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."}}