{"id":"W2776570537","doi":"10.21815/jde.018.011","title":"Digital Intraoral Imaging Re‐Exposure Rates of Dental Students","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dentistry; Dental education; Medicine","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":[0.0002772142,0.0001653281,0.0002777236,0.0002935838,0.0002354796,0.0009018282,0.0008474682,0.0000461423,0.0001829034],"category_scores_gemma":[0.0001797965,0.0001563248,0.0003141263,0.0001118911,0.0001812618,0.002778964,0.0001335335,0.0002653009,0.00006607841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132938,"about_ca_system_score_gemma":0.00012631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005721563,"about_ca_topic_score_gemma":0.00002485577,"domain_scores_codex":[0.9982344,0.00003607656,0.0006724147,0.000157856,0.0006990456,0.0002002014],"domain_scores_gemma":[0.9979805,0.00003043786,0.001304347,0.0003204897,0.0002150996,0.0001490988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009031076,0.0006757687,0.9581919,0.00003042661,0.00009434747,0.00006365644,0.0002681923,9.687889e-7,0.004102884,0.00003141894,0.00389507,0.03255508],"study_design_scores_gemma":[0.001076278,0.0001066044,0.9781645,0.0002877175,0.00009042199,0.001660237,0.008806929,0.00001119907,0.008747533,0.0002038994,0.0006810149,0.0001636565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879568,0.0009151984,0.00004453804,0.00007765953,0.005657771,0.0001038154,0.00002232087,0.00000820184,0.005213705],"genre_scores_gemma":[0.9978743,0.00003821668,0.0002054755,0.0000539476,0.0005623917,0.000001916998,0.00001370187,0.00002166091,0.001228344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239142,"threshold_uncertainty_score":0.869635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228413436254635,"score_gpt":0.3450454402436983,"score_spread":0.3327613058811519,"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."}}