{"id":"W2791806187","doi":"10.21815/jde.018.023","title":"Should Live Patient Licensing Examinations in Dentistry Be Discontinued? Two Viewpoints","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Radiology practices and education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Licensure; Viewpoints; Harm; Scope (computer science); Scope of practice; Psychology; Private practice; Medical education; Medicine; Family medicine; Political science; Computer science; Social psychology; Health care; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988642,0.00007911222,0.0001658385,0.0002373019,0.00006435579,0.00003134999,0.00005837053,0.00005725918,0.0002656979],"category_scores_gemma":[0.0003996869,0.00006995107,0.00006106097,0.0001822561,0.00006702562,0.0004612086,0.00001359601,0.000251496,0.00006119513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900594,"about_ca_system_score_gemma":0.0004118115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328537,"about_ca_topic_score_gemma":0.0001453998,"domain_scores_codex":[0.9990661,0.00007629295,0.0004304349,0.0001056684,0.000198673,0.0001228977],"domain_scores_gemma":[0.9989398,0.00006663882,0.0004785415,0.0001134224,0.0002981796,0.0001034005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005228,0.005479512,0.6008039,0.0001054223,0.0001943743,0.00009231244,0.03539311,0.000007665432,0.03648621,0.0003824282,0.03662586,0.2839065],"study_design_scores_gemma":[0.001136324,0.000775426,0.9387501,0.0005588022,0.0002170336,0.00534008,0.03382259,0.00008758622,0.004682224,0.0001780502,0.01431391,0.000137833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913116,0.0004448568,0.00004126503,0.002658416,0.003556286,0.0001416628,9.883844e-7,0.00000373814,0.001841212],"genre_scores_gemma":[0.9954479,0.00008504216,0.001793288,0.0008483037,0.001136967,0.000003689633,0.00001219889,0.000009728819,0.0006628694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3379463,"threshold_uncertainty_score":0.2909205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934560505790061,"score_gpt":0.4043492061600892,"score_spread":0.3550036011021886,"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."}}