{"id":"W2414837383","doi":"","title":"[Current status of ISO 15189 accreditation system].","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Medical laboratory; Certificate; Government (linguistics); Certification and Accreditation; Medical education; Business; Medicine; Engineering management; Engineering; Computer science; Nursing","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":[0.02359259,0.001581575,0.001082114,0.01004978,0.001640804,0.006622896,0.005274139,0.00427414,0.02396139],"category_scores_gemma":[0.03620726,0.0007450162,0.00129408,0.01006149,0.00214717,0.006578862,0.002384512,0.002471652,0.0427238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247925,"about_ca_system_score_gemma":0.01930587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02091415,"about_ca_topic_score_gemma":0.009773348,"domain_scores_codex":[0.9670252,0.006816142,0.005902056,0.001609217,0.01740794,0.001239426],"domain_scores_gemma":[0.9347527,0.003731056,0.004666279,0.002935317,0.05295762,0.0009571354],"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":[0.0002150096,0.0002500116,0.002336086,0.002699523,0.00005238465,0.0001698487,0.0005648786,0.0005127313,0.002854187,0.01981073,0.6286099,0.3419248],"study_design_scores_gemma":[0.00002126138,0.00006662428,0.003651528,0.001250605,0.00003103516,0.0001323123,0.0002238913,0.0004788207,0.001067837,0.001682208,0.9913424,0.00005132991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01440185,0.07370598,0.1664574,0.03166484,0.02547299,0.008023011,0.04631913,0.02597722,0.6079776],"genre_scores_gemma":[0.1293351,0.07369734,0.3276325,0.02074038,0.005676812,0.01243998,0.2606027,0.006487406,0.1633878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02396139,"threshold_uncertainty_score":0.1247711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2552562165258644,"score_gpt":0.474199769467983,"score_spread":0.2189435529421185,"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."}}