{"id":"W4410039994","doi":"10.1038/s41404-025-3107-5","title":"In focus: The North West London Local Dental Committee: Why is it so unique?","year":2025,"lang":"en","type":"article","venue":"BDJ In Practice","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Confederation College","funders":"","keywords":"Focus (optics); Geography; Political science; Library science; Computer science; Optics","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":[0.01490714,0.001317108,0.001784535,0.001287813,0.01459169,0.01662452,0.00409252,0.04532913,0.06467841],"category_scores_gemma":[0.04547808,0.001702754,0.001509704,0.001792639,0.007098197,0.009028587,0.01402433,0.03552788,0.02245371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090072,"about_ca_system_score_gemma":0.03609364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06643546,"about_ca_topic_score_gemma":0.1910174,"domain_scores_codex":[0.9872754,0.002980973,0.001565083,0.001058936,0.003917437,0.003202338],"domain_scores_gemma":[0.943891,0.01070661,0.003513265,0.001404548,0.01462669,0.02585795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001662154,0.00001201616,0.0006503038,0.0001082568,0.00000773766,0.0002429338,0.0009212399,0.000007875852,0.0001284626,0.0004381416,0.9933408,0.004125536],"study_design_scores_gemma":[0.00003484199,0.00002013124,0.003667941,0.0005991445,0.00002001685,0.0002565996,0.0117109,0.00002982602,0.00008699603,0.0005975567,0.9829068,0.00006919834],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009668721,0.005140635,0.0000965339,0.9516119,0.03557907,0.00007739589,0.00008931945,0.00005270828,0.006385536],"genre_scores_gemma":[0.008995226,0.005101027,0.0005467172,0.8690527,0.03269984,0.0002442204,0.0001997909,0.0002705079,0.08289003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06643546,"threshold_uncertainty_score":0.2163708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591696848061454,"score_gpt":0.5024993339063952,"score_spread":0.4465823654257807,"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."}}