{"id":"W4415731353","doi":"10.35191/medsoft_2025_1_37_stavek","title":"QUO VADIS ELEKTRONIZACE ČESKÝCH LABORATOŘÍ","year":2025,"lang":"","type":"article","venue":"Medsoft","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Standardization; Health care; Information system; Order (exchange); Quarter (Canadian coin); Status quo; Information technology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005559809,0.0009691497,0.001840928,0.0007814871,0.002577122,0.00009591943,0.001355943,0.001874691,0.004705935],"category_scores_gemma":[0.003054206,0.0009889238,0.0002927264,0.004214979,0.0002598858,0.0003412259,0.000553134,0.00490948,0.008691553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003762561,"about_ca_system_score_gemma":0.02097229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364667,"about_ca_topic_score_gemma":0.004122444,"domain_scores_codex":[0.9847282,0.0046815,0.003336215,0.001631699,0.0009661885,0.004656251],"domain_scores_gemma":[0.9910926,0.003270455,0.0009916328,0.002384708,0.001193016,0.001067572],"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":[0.0002621901,0.0007896423,0.1384095,0.0137896,0.0006134959,0.00006467201,0.00895308,0.00001757,0.0005255236,0.05650667,0.7285146,0.0515535],"study_design_scores_gemma":[0.002792666,0.0003599076,0.007852914,0.003838054,0.0002029937,0.000005818049,0.00388437,0.0008888152,0.000259654,0.001526621,0.9776309,0.0007573505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2540673,0.1937099,0.01418188,0.1539144,0.06953228,0.01836357,0.0006127337,0.002102574,0.2935154],"genre_scores_gemma":[0.7183576,0.004636155,0.0005676922,0.01628764,0.002446525,0.0009059739,0.00006338458,0.0002326702,0.2565023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4642904,"threshold_uncertainty_score":0.9994211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500489922301748,"score_gpt":0.4404006063116104,"score_spread":0.405395707088593,"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."}}