{"id":"W4379598326","doi":"10.1002/jdd.13252","title":"A survey of amalgam use to guide dental education curriculums","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Cancer Care Ontario; Western University; University of Toronto","funders":"","keywords":"Amalgam (chemistry); Curriculum; Dental education; Medical education; Dentistry; Psychology; Medicine; Pedagogy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001075768,0.0001922279,0.0001661018,0.00115607,0.000746716,0.0002918763,0.0003215576,0.0002628619,0.003017079],"category_scores_gemma":[0.003740673,0.0002789108,0.0001827692,0.001446347,0.0002079683,0.0003383495,0.0004817809,0.00036277,0.001100555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762636,"about_ca_system_score_gemma":0.004249225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.292711,"about_ca_topic_score_gemma":0.4107444,"domain_scores_codex":[0.9989558,0.0001747439,0.0001277555,0.00006998873,0.0004899554,0.0001817018],"domain_scores_gemma":[0.9964194,0.0004046427,0.000974574,0.00009732091,0.001489802,0.0006142008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005036256,0.0002898635,0.9712546,0.0001034981,0.000009257152,0.0001119517,0.00317584,0.00004168113,0.001597214,0.00002364582,0.00448301,0.0188591],"study_design_scores_gemma":[0.00001023341,0.0001272953,0.993135,0.00003343709,0.000002964882,0.00006369546,0.001755162,0.0001099523,0.0001153594,0.000004685386,0.004638057,0.000004172406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901872,0.00009937336,0.0002875612,0.0003887429,0.00001008463,0.0005824877,0.003663815,0.00002834445,0.004752384],"genre_scores_gemma":[0.9890404,0.0005343999,0.002124836,0.0005436195,0.00002532437,0.0006403815,0.003213538,0.00001216741,0.003865189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.292711,"threshold_uncertainty_score":0.5820145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008230941843843,"score_gpt":0.362863364585012,"score_spread":0.3327810551665736,"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."}}