{"id":"W2032805525","doi":"10.1308/147363505x29014","title":"Balancing risk and quality","year":2005,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Risk analysis (engineering); Business; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06175989,0.000818116,0.001323083,0.003728044,0.006504063,0.02672625,0.002343444,0.008498375,0.008018667],"category_scores_gemma":[0.1359314,0.0005517477,0.0009014197,0.002029068,0.0246687,0.01718953,0.01897456,0.01087022,0.001443906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01646672,"about_ca_system_score_gemma":0.02269382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006554201,"about_ca_topic_score_gemma":0.005789401,"domain_scores_codex":[0.9137632,0.0361299,0.003675113,0.00620591,0.03226877,0.007957071],"domain_scores_gemma":[0.8958898,0.04297081,0.01439214,0.00689154,0.02273042,0.01712522],"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":[0.0002369049,0.000144859,0.01287873,0.0004362125,0.0002851809,0.000248228,0.005228349,0.002188363,0.0006742764,0.8223634,0.0423205,0.1129949],"study_design_scores_gemma":[0.00007370643,0.0002550698,0.004754531,0.001044554,0.0000691728,0.0002435082,0.004369257,0.001272831,0.0005109087,0.8056238,0.1816503,0.0001323811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02542945,0.02473135,0.05937077,0.7046366,0.004034546,0.0001870804,0.0001562741,0.0002023707,0.1812516],"genre_scores_gemma":[0.8703387,0.008376049,0.01167859,0.08329016,0.005426619,0.0002694755,0.0001054914,0.0002041802,0.02031065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06175989,"threshold_uncertainty_score":0.3266214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668389135327382,"score_gpt":0.3811848301992122,"score_spread":0.3445009388459384,"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."}}