{"id":"W2149676682","doi":"10.1007/s10916-008-9158-4","title":"Barriers to Open Source Software Adoption in Quebec’s Health Care Organizations","year":2008,"lang":"en","type":"article","venue":"Journal of Medical Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Vendor; Open source; Open source software; Business; Health informatics; Christian ministry; Key (lock); Principal (computer security); Knowledge management; Health care; Software; Public relations; Marketing; Computer science; Political science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00178603,0.0001254528,0.00041769,0.0003668509,0.0003021921,0.0002940595,0.00263034,0.0001340281,0.0000685449],"category_scores_gemma":[0.003591862,0.0001084107,0.00004390023,0.002261389,0.00004523197,0.0008022846,0.0005080192,0.0004511764,0.00004064341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006625681,"about_ca_system_score_gemma":0.004740641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750889,"about_ca_topic_score_gemma":0.001724028,"domain_scores_codex":[0.9965185,0.0003206017,0.001075793,0.0002187221,0.001569541,0.0002968694],"domain_scores_gemma":[0.997222,0.0001582619,0.0005017879,0.000362598,0.0007874916,0.0009678551],"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":[0.00005414817,0.0004416155,0.2960947,0.0004595269,0.0001698724,0.001174678,0.1927879,0.02848453,0.00003248317,0.0179836,0.3721451,0.0901719],"study_design_scores_gemma":[0.006933215,0.001627595,0.07205649,0.005609327,0.00002345269,0.006696835,0.03606742,0.006993225,0.0000474689,0.000131846,0.8624032,0.001409928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04130004,0.0004706261,0.9350709,0.02130696,0.001246733,0.0004688313,0.000003309779,0.00006425282,0.00006837242],"genre_scores_gemma":[0.9650516,0.00004067749,0.03016038,0.003595474,0.0004575351,0.0000184685,0.000005197161,0.00003250496,0.0006381425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9237516,"threshold_uncertainty_score":0.9978499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728482344219765,"score_gpt":0.2948641909317877,"score_spread":0.2775793674895901,"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."}}