{"id":"W3205138391","doi":"10.33920/pol-01-2106-02","title":"Digitalization of national health care","year":2021,"lang":"en","type":"article","venue":"Social naja politika i social noe partnerstvo (Social Policy and Social Partnership)","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Process (computing); Russian federation; Quality (philosophy); Quarter (Canadian coin); Engineering management; Computer science; Economic growth; Engineering; Geography; Economic policy; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001315448,0.0006116725,0.001853891,0.000411812,0.003587878,0.0001859443,0.0002019406,0.001130699,0.00007845163],"category_scores_gemma":[0.000817718,0.0007113799,0.0007822351,0.001710592,0.001026934,0.0003616236,0.0001594007,0.000786185,0.00002175912],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199375,"about_ca_system_score_gemma":0.01592425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940455,"about_ca_topic_score_gemma":0.001101754,"domain_scores_codex":[0.9924971,0.001398136,0.001649098,0.0008402712,0.001799881,0.001815476],"domain_scores_gemma":[0.9960537,0.0001946294,0.0009106651,0.0001666545,0.001971281,0.000703084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001844649,0.000346477,0.002084489,0.002130115,0.0002919543,0.00001958962,0.1603242,1.852598e-7,0.00006689634,0.7879052,0.03703491,0.009611542],"study_design_scores_gemma":[0.01011377,0.0008421275,0.1318525,0.0002539651,0.0002463814,0.00008964608,0.1921388,0.00001315463,0.000271627,0.0303705,0.6315879,0.002219598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.28094,0.00206284,0.0001168778,0.3902054,0.001010582,0.002708058,0.002533569,0.0007204579,0.3197022],"genre_scores_gemma":[0.9645005,0.00007417218,0.00004332528,0.01284419,0.01920922,0.00007252031,0.001297668,0.0001193266,0.001839027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7575346,"threshold_uncertainty_score":0.9995337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08998487126320855,"score_gpt":0.4349278229498599,"score_spread":0.3449429516866513,"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."}}