{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01496468,0.00141801,0.001227442,0.001868937,0.00839154,0.01148982,0.002234703,0.01033946,0.009550325],"category_scores_gemma":[0.03906656,0.0007970429,0.001662393,0.0008283841,0.04757486,0.01518604,0.01035079,0.02096239,0.006177668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004837692,"about_ca_system_score_gemma":0.007110971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095675,"about_ca_topic_score_gemma":0.007555807,"domain_scores_codex":[0.9803783,0.008093602,0.0008806934,0.003380602,0.005868577,0.001398255],"domain_scores_gemma":[0.9849266,0.007936228,0.0009012092,0.003272296,0.002381234,0.0005823785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004091051,0.00001485792,0.000156386,0.00009548023,0.00002933394,0.00008310479,0.003104983,0.0001633157,0.0001794019,0.903134,0.07771427,0.01528396],"study_design_scores_gemma":[0.00002193821,0.00002871231,0.0001213623,0.0003062902,0.00001873392,0.0001901153,0.001059384,0.0001974391,0.0003880605,0.3376859,0.6599436,0.00003848443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00243371,0.02357917,0.04645357,0.4031645,0.02090064,0.0001174357,0.0001752162,0.0005494786,0.5026262],"genre_scores_gemma":[0.2187188,0.01501989,0.04874085,0.3185939,0.01120691,0.0007669147,0.0001983519,0.001086141,0.3856682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01496468,"threshold_uncertainty_score":0.07914174,"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."}}