{"id":"W2002804602","doi":"10.1111/etp.12017_2","title":"Cameron M.L. Clokie, DDS, PHD, FRCDC, Professor of Oral & Maxillofacial Surgery and Anaesthesia, University of Toronto, Toronto, Canada","year":2011,"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 Toronto","funders":"","keywords":"Oral and maxillofacial surgery; Medicine; Library science; Citation; General anaesthesia; Oral surgery; General surgery; Dentistry; Anesthesia; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006613508,0.0001384879,0.000372567,0.00002766245,0.0002495376,0.000003143507,0.0002190019,0.0001491967,0.003943355],"category_scores_gemma":[0.0003574547,0.0001445149,0.00005499619,0.00006992058,0.0001262774,0.000354608,0.000132091,0.0002496425,0.00001162313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006780812,"about_ca_system_score_gemma":0.002534351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796944,"about_ca_topic_score_gemma":0.9778115,"domain_scores_codex":[0.9982101,0.0003847746,0.0003995482,0.0002348354,0.0003572717,0.0004134356],"domain_scores_gemma":[0.9987344,0.000123454,0.0003291961,0.0003986837,0.0002342502,0.000179985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184697,0.0001966896,0.9340181,0.0004386646,0.0000662013,0.0000157597,0.01087791,7.144151e-8,0.00004542811,0.001930712,0.007710435,0.04448157],"study_design_scores_gemma":[0.0003779014,0.0000380623,0.663996,0.0000415815,0.0000391838,0.000002511782,0.01226059,0.000003520429,0.00005375256,0.00004928925,0.3230151,0.0001224436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642174,0.002184951,0.00003093929,0.0005110761,0.001242375,0.0005924712,0.00005164546,0.00002249988,0.03114663],"genre_scores_gemma":[0.9602571,0.002394313,0.001394312,0.0001904597,0.000131341,0.000009614778,0.00003791605,0.00003304131,0.03555192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3153047,"threshold_uncertainty_score":0.9969672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017349090368437,"score_gpt":0.3659207485094073,"score_spread":0.2641858394725635,"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."}}