{"id":"W4232170485","doi":"10.1111/j.1601-1546.2011.00262_7.x","title":"YA SHEN, DDS, PHD
Clinical Assistant Professor, Division of Endodontics
Department of Oral Biological & Medical Sciences
Faculty of Dentistry
University of British Columbia
Vancouver, Canada","year":2008,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Endodontics; Library science; Citation; Medicine; Dentistry; Medical library; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656045,0.0001293307,0.0007790955,0.00002762064,0.0001630602,0.000003727947,0.0004110872,0.000313043,0.0003003911],"category_scores_gemma":[0.0004143818,0.0001498477,0.0001955691,0.0001978941,0.001176467,0.00005364706,0.0002252027,0.0002662058,0.000002105266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026029,"about_ca_system_score_gemma":0.001225461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3299465,"about_ca_topic_score_gemma":0.9498599,"domain_scores_codex":[0.9971446,0.000386887,0.001006734,0.0003596005,0.0007790339,0.000323174],"domain_scores_gemma":[0.9983518,0.0003178055,0.0006541349,0.0003063209,0.0001927989,0.0001771306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005294988,0.0008950752,0.9768168,0.0001668768,0.00008947541,0.0009403595,0.00006129778,0.000002420351,0.00002033729,0.00007787219,0.01749768,0.003378885],"study_design_scores_gemma":[0.002141789,0.000499633,0.9865115,0.0001716278,0.00008941008,0.0001336064,0.0002303761,0.00001967526,0.0002591915,0.00008547691,0.009722991,0.0001347435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960033,0.0003245738,0.0004598825,0.00006296216,0.001773752,0.0002807385,0.0008605737,0.00001389164,0.0002203583],"genre_scores_gemma":[0.9927723,0.0003014555,0.004195158,0.00002160163,0.00002881023,0.000001469312,0.0000667055,0.000006248109,0.002606282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6199133,"threshold_uncertainty_score":0.6745154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136927190666171,"score_gpt":0.358411411438297,"score_spread":0.221484220772126,"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."}}