{"id":"W4415731481","doi":"10.35191/medsoft_2025_1_37_lavrikova","title":"QUO REVERA IMUS? DALŠÍ ROZVOJ NČLP V ČASE TURBULENCÍ A JEHO MAPOVÁNÍ NA ZNÁMÉ KÓDOVACÍ SYSTÉMY","year":2025,"lang":"","type":"article","venue":"Medsoft","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Status quo; Coding (social sciences); Data collection; Quarter (Canadian coin)","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":[0.008895929,0.0003930078,0.0005799043,0.002175444,0.002577498,0.007936887,0.00145609,0.002181835,0.0152789],"category_scores_gemma":[0.02541623,0.0003572747,0.0005543248,0.002180237,0.009716117,0.008290548,0.004036193,0.006639411,0.005335942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435656,"about_ca_system_score_gemma":0.005105054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206265,"about_ca_topic_score_gemma":0.008411458,"domain_scores_codex":[0.994439,0.002309824,0.0006124402,0.0006510488,0.00142908,0.000558614],"domain_scores_gemma":[0.99032,0.003140734,0.001007705,0.001169461,0.003409371,0.0009526729],"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":[0.0001741075,0.00006878102,0.009282269,0.0006129131,0.00003476294,0.002807627,0.01050077,0.0003923785,0.00110344,0.3370013,0.3724547,0.265567],"study_design_scores_gemma":[0.0000161058,0.00005334523,0.002815868,0.0009221745,0.00002572737,0.00557041,0.008592254,0.0003210295,0.0006314832,0.05362878,0.9273625,0.00006029181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01762015,0.03502506,0.03979669,0.6677691,0.03802023,0.0001449286,0.0006989551,0.001159358,0.1997656],"genre_scores_gemma":[0.4904466,0.05605474,0.0629501,0.212937,0.03235098,0.0003839917,0.001141021,0.002866662,0.1408689],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0152789,"threshold_uncertainty_score":0.05111301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087172951520153,"score_gpt":0.3689180516179655,"score_spread":0.3480463221027639,"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."}}