{"id":"W4415954034","doi":"10.12968/denn.2025.21.11.538","title":"An act of precision","year":2025,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007732231,0.00003249712,0.00007524991,0.00008163023,0.0000402318,0.000005264413,0.00003137665,0.00003932246,0.00004346365],"category_scores_gemma":[0.00004239066,0.00003024284,0.00002485685,0.0001402695,0.00003891566,0.00005853605,0.000002575715,0.00005327665,0.00001089498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008038117,"about_ca_system_score_gemma":0.00006836209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116332,"about_ca_topic_score_gemma":0.000009794854,"domain_scores_codex":[0.9995995,0.00001449387,0.0001511531,0.00008223096,0.00007847466,0.00007419172],"domain_scores_gemma":[0.9997353,0.00003058778,0.00002475899,0.0001194141,0.00004997526,0.00003994178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001247277,0.0002676183,0.07958185,0.00003389414,0.000003827719,0.000001005033,0.001218606,0.000003847889,0.02593768,0.0004070141,0.0005210846,0.8918989],"study_design_scores_gemma":[0.00006592471,0.0004110424,0.1847431,0.001592919,0.00005070288,0.00001967403,0.008282406,0.001803619,0.7976643,0.004550805,0.000748865,0.00006657229],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902339,0.0001728325,0.000857511,0.0005700478,0.0007111066,0.0001196384,4.800233e-7,0.00001624025,0.007318224],"genre_scores_gemma":[0.9989957,0.00001032123,0.0005570737,0.0001476507,0.00009732541,0.000001560402,0.00001048883,0.000003133291,0.0001767907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8918323,"threshold_uncertainty_score":0.1233267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007740235324332,"score_gpt":0.4925756221970536,"score_spread":0.3918015986646205,"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."}}