{"id":"W4396526912","doi":"10.12968/denn.2024.20.5.244","title":"Be the change you want to see","year":2024,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Dental nurse; Medicine; Nursing; Professional development; Nurse education; Medical education","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":[0.004577937,0.0007614593,0.0006804318,0.0007908575,0.006826702,0.004845477,0.001040142,0.008325308,0.04034073],"category_scores_gemma":[0.02949021,0.0003846986,0.0009224429,0.000413523,0.003502583,0.005728356,0.004023344,0.01224695,0.02389758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249881,"about_ca_system_score_gemma":0.003410278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941452,"about_ca_topic_score_gemma":0.01682107,"domain_scores_codex":[0.9920731,0.003463928,0.0001690414,0.0004528395,0.002904818,0.0009362855],"domain_scores_gemma":[0.989421,0.002820489,0.000529972,0.000317689,0.002822857,0.004087984],"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":[0.00005566244,0.0001478833,0.0009307701,0.0001639176,0.00001779014,0.0003601763,0.002646009,0.00004031153,0.0003917188,0.00718106,0.9164995,0.07156515],"study_design_scores_gemma":[0.000008767954,0.00006628483,0.0007512388,0.0002333255,0.000009324888,0.0005160319,0.00541759,0.00003933221,0.0002340551,0.002499872,0.9901962,0.00002810761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001730924,0.01557688,0.002138909,0.8210421,0.0725584,0.00005790088,0.00003853912,0.0003650873,0.08649127],"genre_scores_gemma":[0.03094792,0.01394366,0.003121994,0.5760068,0.007597207,0.0001143711,0.0000527291,0.000454159,0.3677612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04034073,"threshold_uncertainty_score":0.1349531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2206225912836073,"score_gpt":0.5756030073567188,"score_spread":0.3549804160731115,"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."}}