{"id":"W2898232527","doi":"10.1111/eje.12402","title":"Long‐term skill improvement among general dental practitioners after a short training programme in diagnosing calcified carotid artery atheromas on panoramic radiographs","year":2018,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"STROKE-Riksförbundet; Umeå Universitet; Svenska Tandläkare-Sällskapet; Kempe Foundation; Heart and Stroke Foundation of Canada","keywords":"Medicine; Diagnostic accuracy; Radiography; Carotid arteries; Gold standard (test); Dentistry; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404834,0.0001993376,0.0002235327,0.0003240328,0.0002395984,0.0002253188,0.0002736523,0.0004791688,0.001122396],"category_scores_gemma":[0.005006124,0.0001040821,0.0001522853,0.0002202963,0.0002777221,0.0002329819,0.0006916697,0.0002916555,0.0002310374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094681,"about_ca_system_score_gemma":0.0005830025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257759,"about_ca_topic_score_gemma":0.00520468,"domain_scores_codex":[0.9993782,0.000164378,0.00003174807,0.00008203868,0.0001585623,0.0001851205],"domain_scores_gemma":[0.9980348,0.0004661564,0.0004122246,0.0001064664,0.0003674641,0.0006128238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006591313,0.002225256,0.8526537,0.0002222017,0.0000562589,0.0005154827,0.004610373,0.0004357816,0.005403287,0.00002644235,0.0007611583,0.1324309],"study_design_scores_gemma":[0.00001919403,0.001397467,0.9964969,0.00002259042,0.0000145083,0.0001917516,0.0008672476,0.0001348314,0.0002643748,0.00001516019,0.0005712998,0.000004785784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995339,0.0001561846,0.00003999185,0.0000478132,0.000005422357,0.000007481819,0.00001102335,0.00000302729,0.0001951736],"genre_scores_gemma":[0.9992927,0.0001319123,0.0001556263,0.00003625782,0.000008691742,0.000009171917,0.00003562948,8.088481e-7,0.0003291091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003257759,"threshold_uncertainty_score":0.0074296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658930646453687,"score_gpt":0.2809164030748449,"score_spread":0.2643270966103081,"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."}}