{"id":"W2402169016","doi":"10.3233/978-1-61499-488-6-165","title":"Valuing National Effects of Digital Health Investments: An Applied Method","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway","funders":"","keywords":"Value (mathematics); Digital health; Qualitative research; Health care; Public economics; Business; Computer science; Management science; Economics; Economic growth; Sociology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001757484,0.0001621045,0.0005715357,0.001180351,0.0001680369,0.00002242498,0.0001781808,0.0001799221,4.142013e-7],"category_scores_gemma":[0.0009101893,0.0001430272,0.00001648117,0.001006107,0.0002774965,0.0007181615,0.0002997789,0.000282212,0.000007865441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783533,"about_ca_system_score_gemma":0.0002083292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888766,"about_ca_topic_score_gemma":0.00007227858,"domain_scores_codex":[0.9981593,0.0000190887,0.001050075,0.0001434654,0.0002322868,0.000395789],"domain_scores_gemma":[0.9987307,0.00009159779,0.0007078096,0.0001902455,0.0002478832,0.00003176809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001394473,0.00008102734,0.01158433,0.007540556,0.00004667839,0.000001367972,0.00254377,0.00002399353,8.919461e-7,0.826185,0.001349747,0.1506286],"study_design_scores_gemma":[0.004738521,0.0009337689,0.004222612,0.001560239,0.00001646702,0.00005076416,0.09169345,0.007029085,0.00004435121,0.7399867,0.149048,0.0006760171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763988,0.02484546,0.01514297,0.04770401,0.003377442,0.006456585,0.00002986919,0.002057228,0.02398763],"genre_scores_gemma":[0.9851715,0.000279405,0.009921246,0.00441993,0.00008423148,0.00008915558,0.00001384629,0.00001274644,0.000007930124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499526,"threshold_uncertainty_score":0.5832478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08157871750134321,"score_gpt":0.3859632094262125,"score_spread":0.3043844919248693,"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."}}