{"id":"W4412161780","doi":"10.12968/denn.2025.21.7.326","title":"The root cause","year":2025,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Dental nurse; Root cause analysis; Nursing; Root (linguistics); Nurse education; Linguistics; Forensic engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771253,0.001321813,0.00112855,0.002111338,0.002374234,0.003049797,0.001444393,0.006994542,0.007492273],"category_scores_gemma":[0.009015967,0.0004993089,0.001164984,0.0005192779,0.003400635,0.003931893,0.003268505,0.01464825,0.003664305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208801,"about_ca_system_score_gemma":0.005199626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313556,"about_ca_topic_score_gemma":0.009958684,"domain_scores_codex":[0.9974409,0.0005605334,0.0002162793,0.0004096615,0.001066252,0.0003063808],"domain_scores_gemma":[0.9964245,0.001810913,0.000273981,0.0001709184,0.0008972079,0.0004224517],"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":[0.00005876904,0.00007316075,0.002124985,0.0006563253,0.00004053999,0.002595906,0.0008076146,0.0001352139,0.0007441012,0.04756713,0.7298571,0.2153392],"study_design_scores_gemma":[0.000007856364,0.00007506172,0.001174777,0.001732075,0.00002235954,0.00967481,0.0009039475,0.0001095655,0.0002834427,0.0154117,0.9705673,0.00003703294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001266951,0.2678051,0.005825478,0.6204994,0.05961278,0.00006351655,0.00009404386,0.0001658336,0.04466686],"genre_scores_gemma":[0.02683768,0.3927618,0.01147536,0.3622537,0.06941316,0.0001511117,0.0001796265,0.000222147,0.1367055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007492273,"threshold_uncertainty_score":0.02506417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651042221547082,"score_gpt":0.3547929630823218,"score_spread":0.338282540866851,"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."}}