{"id":"W1999212807","doi":"10.1111/etp.12009_4","title":"NORIKO B. BOORBERG, DMD, MED, Division Head of Operative Dentistry, Department of Restorative Dentistry, University of Manitoba, Winnipeg, Canada","year":2010,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Dentistry; Medicine; Library science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005221091,0.0001502878,0.000361641,0.00008641202,0.0003151713,0.00000647122,0.0004283853,0.0001494479,0.0006356159],"category_scores_gemma":[0.000719794,0.0001563876,0.00006408591,0.0002430381,0.000186641,0.0002077255,0.0002781014,0.0006339152,0.00002580858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071075,"about_ca_system_score_gemma":0.002532156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5496078,"about_ca_topic_score_gemma":0.9173664,"domain_scores_codex":[0.9977208,0.0004726242,0.0005338452,0.0002649653,0.0006732875,0.0003344699],"domain_scores_gemma":[0.9977099,0.0004022022,0.0005254378,0.000537336,0.0006555791,0.000169513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597196,0.0003905038,0.9736968,0.0004162729,0.0001354577,0.00007249987,0.003276837,0.000005756513,0.006350547,0.002945508,0.009120706,0.003429443],"study_design_scores_gemma":[0.001302648,0.0001272147,0.8996563,0.0001358024,0.00006330242,0.000009298632,0.01359167,0.00002712486,0.008565813,0.0001119004,0.07625458,0.0001543487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917585,0.0001396023,0.0002695602,0.0006962608,0.002513546,0.0006956463,0.0002063454,0.00001032065,0.003710234],"genre_scores_gemma":[0.9875443,0.00005709952,0.000935681,0.0000367067,0.0001248584,0.000007634328,0.00007692958,0.00001564598,0.01120112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3677586,"threshold_uncertainty_score":0.6959549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337306622780437,"score_gpt":0.4153197660319977,"score_spread":0.3619466998041934,"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."}}