{"id":"W3024995691","doi":"10.12816/0055385","title":"Cariology Education in Canadian Dental Schools : Interinstitutional Symposium","year":2019,"lang":"en","type":"article","venue":"Dental News","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Réseau de Recherche en Santé Buccodentaire et Osseuse; Colgate-Palmolive Company; GlaxoSmithKline","keywords":"Dental education; Dentistry; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005047757,0.0001464477,0.0001811694,0.0005114865,0.0002956121,0.000032853,0.0003242741,0.0002149968,0.005148669],"category_scores_gemma":[0.0002062958,0.0001555816,0.0000494254,0.0003116458,0.00005937741,0.0005311514,0.0001443889,0.0009337353,0.01935451],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554774,"about_ca_system_score_gemma":0.010798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7478859,"about_ca_topic_score_gemma":0.8103484,"domain_scores_codex":[0.9978507,0.0003662453,0.0004252485,0.0003680923,0.0002599784,0.0007297242],"domain_scores_gemma":[0.9989114,0.00008692191,0.0001087996,0.0003222212,0.0001018681,0.0004687352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004565323,0.0001267414,0.9876342,0.00004215521,0.000008971462,0.000007097337,0.0006660807,0.000004649729,0.001624905,0.003987631,0.00456195,0.00128994],"study_design_scores_gemma":[0.0005264884,0.00003845973,0.8281313,0.00007890371,0.000004440747,0.00004826636,0.01633538,0.00003760747,0.0000364361,0.0001270846,0.1544903,0.0001453247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795717,0.0001184518,0.000002342579,0.001849172,0.005336564,0.001089313,0.00003348804,0.00002424297,0.1119747],"genre_scores_gemma":[0.9783256,0.00004743418,0.00006044354,0.002784689,0.0003521251,0.0002273596,0.0003576425,0.00002272794,0.01782195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595029,"threshold_uncertainty_score":0.9957607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310911247733923,"score_gpt":0.4554614450830914,"score_spread":0.4243703203096991,"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."}}