{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541395,0.0008438882,0.0007921635,0.002013434,0.001603123,0.007616491,0.0008662261,0.003140191,0.1014111],"category_scores_gemma":[0.003949231,0.0004952439,0.0006512847,0.001319168,0.001697331,0.003232209,0.002800677,0.004249649,0.05991955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279845,"about_ca_system_score_gemma":0.003048777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904865,"about_ca_topic_score_gemma":0.001683515,"domain_scores_codex":[0.9973042,0.0005793204,0.0001620496,0.0005560677,0.001097924,0.0003003684],"domain_scores_gemma":[0.9979811,0.0003955796,0.0001620925,0.000240659,0.0008615827,0.0003590414],"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":[0.001248412,0.0001483797,0.003898834,0.001327777,0.00006496777,0.001196194,0.0009047451,0.0008478188,0.007822673,0.08535403,0.612572,0.2846142],"study_design_scores_gemma":[0.00004254881,0.00005026305,0.001313766,0.0001980668,0.00001203182,0.0007591337,0.0001270566,0.0001931224,0.001773839,0.002905023,0.9925954,0.00002981403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02332648,0.1090864,0.0246107,0.1599253,0.09229729,0.0003187078,0.003975519,0.004758518,0.581701],"genre_scores_gemma":[0.1574467,0.04173714,0.01021252,0.01946874,0.01902296,0.0002821894,0.002256142,0.001623667,0.7479499],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1014111,"threshold_uncertainty_score":0.3392541,"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."}}